Task 3: Evaluate Techniques for Wifi Locationing
Deep Analytics and Visualization 2017.3
Esteban Villalobos Gomez
November \(14_{th}\), 2019
Data loading into separate dataframes
LOAD_SAVED_MODELS = TRUE
training <- read.csv('data/trainingData.csv')
validation <- read.csv('data/validationData.csv')Some Descriptive exploration of target variables:
[1] "Number of training observations 19937"Number of buildings 3 Number of Floors 5 Number of spaces 123 Remove independent variables with zero variance
# Add a acolum to identify if the row if from training or validation set
# since sets weill be merged later
training$isTraining <- TRUE
validation$isTraining <- FALSE
consolidado <- rbind(training, validation)
training$BUILDINGID <- as.factor(training$BUILDINGID)
training$FLOOR <- as.factor(training$FLOOR)
training$SPACEID <- as.factor(training$SPACEID)
validation$BUILDINGID <- as.factor(validation$BUILDINGID)
validation$FLOOR <- as.factor(validation$FLOOR)
validation$SPACEID <- as.factor(validation$SPACEID)
# Remove zero variance rows (constant rows) and remove them from both
# training and validation sets
zero.var <- logical()
for (i in c(1:ncol(consolidado))) {
zero.var[i] <- var(consolidado[,i]) != 0
}
# Apply a PCA algorithm only on WAP columns, in order to identify which
# columns could be removed, thus reducing the data set dimensionality
consolidado.pca <- prcomp(consolidado[, 1:520],
center = TRUE,
scale. = TRUE)Nota that data was transformed to a diferent scale after PCA was executed
The following histogram shows the amount of information (explained variance proportion) from each principal component:
library(ggplot2)
prop_varianza <- consolidado.pca$sdev^2 / sum(consolidado.pca$sdev^2)
ggplot(data = data.frame(prop_varianza, pc = 1:520),
aes(x = pc, y = prop_varianza)) +
geom_col(width = 0.3) +
scale_y_continuous(limits = c(0,0.01)) +
theme_bw() +
labs(x = "# of Principal Components",
y = "Explained Variance Proportion")
The PCA algorithm will return the Principal components sorted descending based on its importance, I’ll select the first 100 principal components for training the classifiers.
Note that 100 PCs can explain near 60% of the variablity of the dataset:
# Number of Principal Components to use
M = 100
# Split into training and validation sets again, after dimensionality was reduced
training.pca <- data.frame(consolidado.pca$x[consolidado$isTraining, 1:M])
validation.pca <- data.frame(consolidado.pca$x[!consolidado$isTraining, 1:M])
# Calculate the total variance explained by the selected principal components
sum(prop_varianza[1:M]) [1] 0.6089494#Add other variables that were not WAPs
training.pca <- cbind(training.pca, training[, 521:529])
validation.pca <- cbind(validation.pca, validation[, 521:529])
n <- names(training.pca[,1:M])Also note that with 250, around 85% of variability could be explained, but this would add much more complexity to the classifiers training phase:
[1] 0.8587173Classifiers
With the reduced feature set from PCA, a few models will be trained. First I’ll create a classifier for the building variable.
Parallel execution wrapper for training function
fit_model <- function(seed, num_workers=4, ...) {
#' Parallel multi-threaded wrapper of the caret's train(...) funtion.
#' @param seed used for the random generator
#' @param num_workers is the number of worker threads that will be executed in parallel
#' @param ... parameters passed directly to the caret's train(...) function
#' @return the trained model
set.seed(seed)
# Register parallel workers
cl <- makePSOCKcluster(num_workers)
registerDoParallel(cl)
fitted_model <- train(...)
# Release workers
stopCluster(cl)
return(fitted_model)
}Utility for saving and restoring models
save_model_to_disk <- function(trained_model, filename="trained_model.rds"){
#' save the model to disk
saveRDS(trained_model, paste("models", filename, sep="/"))
}
load_model_from_disk <- function(filename) {
return(readRDS(paste("models", filename, sep="/")))
}
plot_correlation <- function(dataset) {
#' Calculate the correlation among columns in the dataset
#' and plot a heat diagram with the results
#' @param dataset Data.frame to analyse
#' @return correlation data
corr_data <- cor(dataset)
corrplot(corr_data, type="full",
order = "original",
tl.cex = .85,
addCoefasPercent = TRUE,
col=brewer.pal(n=8, name="RdYlBu"))
}Variable independence
The following correlation graph shows that there is little to none correlation between WAPs:
KNN Model
Train a Knn to predict the Building:
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))
model_file = "knn_model1.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
fitted_model <- fit_model(seed = 4561235,
num_workers = 8,
f,
data = training.pca,
method = "knn",
trControl = fit_control,
tuneLength = 5
)
save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model) Length Class Mode
learn 2 -none- list
k 1 -none- numeric
theDots 0 -none- list
xNames 100 -none- character
problemType 1 -none- character
tuneValue 1 data.frame list
obsLevels 3 -none- character
param 0 -none- list 
Test the model:
# Testing model
predictions.validation_knn <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn <- postResample(predictions.validation_knn, validation.pca$BUILDINGID)
resamps.knn Accuracy Kappa
0.9918992 0.9872089 Confusion Matrix and Statistics
Reference
Prediction 0 1 2
0 532 1 0
1 2 304 2
2 2 2 266
Overall Statistics
Accuracy : 0.9919
95% CI : (0.9847, 0.9963)
No Information Rate : 0.4824
P-Value [Acc > NIR] : <2e-16
Kappa : 0.9872
Mcnemar's Test P-Value : 0.5062
Statistics by Class:
Class: 0 Class: 1 Class: 2
Sensitivity 0.9925 0.9902 0.9925
Specificity 0.9983 0.9950 0.9953
Pos Pred Value 0.9981 0.9870 0.9852
Neg Pred Value 0.9931 0.9963 0.9976
Prevalence 0.4824 0.2763 0.2412
Detection Rate 0.4788 0.2736 0.2394
Detection Prevalence 0.4797 0.2772 0.2430
Balanced Accuracy 0.9954 0.9926 0.9939Let’s predict the Building + the Floor
training.pca$BF <- paste(training.pca$BUILDINGID, training.pca$FLOOR, sep = "|")
validation.pca$BF <- paste(validation.pca$BUILDINGID, validation.pca$FLOOR, sep = "|")
training.pca$BF <- as.factor(training.pca$BF)
validation.pca$BF <- as.factor(validation.pca$BF)
model_file = "knn_model2.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
fitted_model <- fit_model(seed = 9423168,
num_workers = 12,
f,
data = training.pca,
method = "knn",
trControl = fit_control,
tuneLength = 5
)
save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model) Length Class Mode
learn 2 -none- list
k 1 -none- numeric
theDots 0 -none- list
xNames 100 -none- character
problemType 1 -none- character
tuneValue 1 data.frame list
obsLevels 13 -none- character
param 0 -none- list 
Test the model:
# Testing model
predictions.validation_knn2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn2 <- postResample(predictions.validation_knn2, validation.pca$BF)
resamps.knn2 Accuracy Kappa
0.7002700 0.6664704 Confusion Matrix and Statistics
Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
0|0 58 29 0 1 0 0 0 0 0 0 0 0 0
0|1 17 146 9 1 0 0 0 0 0 0 0 0 0
0|2 2 25 108 24 0 0 0 0 0 0 0 0 0
0|3 1 7 47 57 0 0 0 1 0 0 0 0 0
1|0 0 0 0 0 20 16 0 0 0 0 0 0 1
1|1 0 0 0 0 6 78 2 0 0 0 0 0 0
1|2 0 0 1 1 4 47 64 2 0 0 0 0 0
1|3 0 1 0 0 0 2 21 42 0 0 0 1 2
2|0 0 0 0 0 0 0 0 0 20 5 0 0 0
2|1 0 0 0 0 0 0 0 0 4 102 17 0 0
2|2 0 0 0 1 0 0 0 0 0 2 26 0 0
2|3 0 0 0 0 0 0 0 2 0 2 11 35 14
2|4 0 0 0 0 0 0 0 0 0 0 0 4 22
Overall Statistics
Accuracy : 0.7003
95% CI : (0.6724, 0.7271)
No Information Rate : 0.1872
P-Value [Acc > NIR] : < 2.2e-16
Kappa : 0.6665
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity 0.74359 0.7019 0.65455 0.67059 0.6667 0.54545 0.73563 0.89362 0.8333 0.91892 0.4815
Specificity 0.97096 0.9701 0.94609 0.94542 0.9843 0.99174 0.94629 0.97462 0.9954 0.97900 0.9972
Pos Pred Value 0.65909 0.8439 0.67925 0.50442 0.5405 0.90698 0.53782 0.60870 0.8000 0.82927 0.8966
Neg Pred Value 0.98045 0.9339 0.94013 0.97194 0.9907 0.93659 0.97681 0.99520 0.9963 0.99089 0.9741
Prevalence 0.07021 0.1872 0.14851 0.07651 0.0270 0.12871 0.07831 0.04230 0.0216 0.09991 0.0486
Detection Rate 0.05221 0.1314 0.09721 0.05131 0.0180 0.07021 0.05761 0.03780 0.0180 0.09181 0.0234
Detection Prevalence 0.07921 0.1557 0.14311 0.10171 0.0333 0.07741 0.10711 0.06211 0.0225 0.11071 0.0261
Balanced Accuracy 0.85727 0.8360 0.80032 0.80800 0.8255 0.76860 0.84096 0.93412 0.9144 0.94896 0.7393
Class: 2|3 Class: 2|4
Sensitivity 0.87500 0.5641
Specificity 0.97292 0.9963
Pos Pred Value 0.54687 0.8462
Neg Pred Value 0.99522 0.9843
Prevalence 0.03600 0.0351
Detection Rate 0.03150 0.0198
Detection Prevalence 0.05761 0.0234
Balanced Accuracy 0.92396 0.7802Random Forest
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))
## Random Forest
model_file = "rf_model1.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
rf_grid <- expand.grid(mtry=c(1,5,7))
fitted_model <- fit_model(seed = 9743468,
num_workers = 12,
f,
data = training.pca,
method = "rf",
trControl = fit_control,
tuneGrid=rf_grid
)
save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model) Length Class Mode
call 4 -none- call
type 1 -none- character
predicted 19937 factor numeric
err.rate 2000 -none- numeric
confusion 12 -none- numeric
votes 59811 matrix numeric
oob.times 19937 -none- numeric
classes 3 -none- character
importance 100 -none- numeric
importanceSD 0 -none- NULL
localImportance 0 -none- NULL
proximity 0 -none- NULL
ntree 1 -none- numeric
mtry 1 -none- numeric
forest 14 -none- list
y 19937 factor numeric
test 0 -none- NULL
inbag 0 -none- NULL
xNames 100 -none- character
problemType 1 -none- character
tuneValue 1 data.frame list
obsLevels 3 -none- character
param 0 -none- list 
Validate the model:
# Testing model
predictions.validation_rf <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf <- postResample(predictions.validation_rf, validation.pca$BUILDINGID)
resamps.rf Accuracy Kappa
0.9990999 0.9985773 Confusion Matrix and Statistics
Reference
Prediction 0 1 2
0 536 0 0
1 0 307 1
2 0 0 267
Overall Statistics
Accuracy : 0.9991
95% CI : (0.995, 1)
No Information Rate : 0.4824
P-Value [Acc > NIR] : < 2.2e-16
Kappa : 0.9986
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: 0 Class: 1 Class: 2
Sensitivity 1.0000 1.0000 0.9963
Specificity 1.0000 0.9988 1.0000
Pos Pred Value 1.0000 0.9968 1.0000
Neg Pred Value 1.0000 1.0000 0.9988
Prevalence 0.4824 0.2763 0.2412
Detection Rate 0.4824 0.2763 0.2403
Detection Prevalence 0.4824 0.2772 0.2403
Balanced Accuracy 1.0000 0.9994 0.9981Let’s predict the Building + the Floor
model_file = "rf_model2.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
rf_grid <- expand.grid(mtry=c(1,5,7))
fitted_model <- fit_model(seed = 68432542,
num_workers = 12,
f,
data = training.pca,
method = "rf",
trControl = fit_control,
tuneGrid=rf_grid
)
save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model) Length Class Mode
call 4 -none- call
type 1 -none- character
predicted 19937 factor numeric
err.rate 7000 -none- numeric
confusion 182 -none- numeric
votes 259181 matrix numeric
oob.times 19937 -none- numeric
classes 13 -none- character
importance 100 -none- numeric
importanceSD 0 -none- NULL
localImportance 0 -none- NULL
proximity 0 -none- NULL
ntree 1 -none- numeric
mtry 1 -none- numeric
forest 14 -none- list
y 19937 factor numeric
test 0 -none- NULL
inbag 0 -none- NULL
xNames 100 -none- character
problemType 1 -none- character
tuneValue 1 data.frame list
obsLevels 13 -none- character
param 0 -none- list 
Test the model:
# Testing model
predictions.validation_rf2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf2 <- postResample(predictions.validation_rf2, validation.pca$BF)
resamps.rf2 Accuracy Kappa
0.6894689 0.6511244 Confusion Matrix and Statistics
Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
0|0 38 18 0 0 0 0 0 0 0 0 0 0 0
0|1 28 118 8 2 0 0 0 0 0 0 0 0 0
0|2 12 69 143 40 0 0 0 0 0 0 1 0 0
0|3 0 3 14 43 0 0 0 0 0 0 0 0 0
1|0 0 0 0 0 15 2 0 0 0 0 0 0 0
1|1 0 0 0 0 9 93 1 0 0 0 0 0 0
1|2 0 0 0 0 6 47 80 8 0 0 0 0 0
1|3 0 0 0 0 0 1 6 39 0 0 0 0 0
2|0 0 0 0 0 0 0 0 0 16 2 0 0 0
2|1 0 0 0 0 0 0 0 0 8 108 19 1 1
2|2 0 0 0 0 0 0 0 0 0 1 17 0 0
2|3 0 0 0 0 0 0 0 0 0 0 17 39 21
2|4 0 0 0 0 0 0 0 0 0 0 0 0 17
Overall Statistics
Accuracy : 0.6895
95% CI : (0.6613, 0.7166)
No Information Rate : 0.1872
P-Value [Acc > NIR] : < 2.2e-16
Kappa : 0.6511
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity 0.48718 0.5673 0.8667 0.50588 0.5000 0.65035 0.91954 0.8298 0.6667 0.97297 0.3148
Specificity 0.98258 0.9579 0.8710 0.98343 0.9981 0.98967 0.94043 0.9934 0.9982 0.97100 0.9991
Pos Pred Value 0.67857 0.7564 0.5396 0.71667 0.8824 0.90291 0.56738 0.8478 0.8889 0.78832 0.9444
Neg Pred Value 0.96209 0.9058 0.9740 0.96004 0.9863 0.95040 0.99278 0.9925 0.9927 0.99692 0.9661
Prevalence 0.07021 0.1872 0.1485 0.07651 0.0270 0.12871 0.07831 0.0423 0.0216 0.09991 0.0486
Detection Rate 0.03420 0.1062 0.1287 0.03870 0.0135 0.08371 0.07201 0.0351 0.0144 0.09721 0.0153
Detection Prevalence 0.05041 0.1404 0.2385 0.05401 0.0153 0.09271 0.12691 0.0414 0.0162 0.12331 0.0162
Balanced Accuracy 0.73488 0.7626 0.8689 0.74466 0.7491 0.82001 0.92998 0.9116 0.8324 0.97199 0.6569
Class: 2|3 Class: 2|4
Sensitivity 0.97500 0.4359
Specificity 0.96452 1.0000
Pos Pred Value 0.50649 1.0000
Neg Pred Value 0.99903 0.9799
Prevalence 0.03600 0.0351
Detection Rate 0.03510 0.0153
Detection Prevalence 0.06931 0.0153
Balanced Accuracy 0.96976 0.7179C5.0 Model
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))
## C5.0
model_file = "c50_model1.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
fitted_model <- fit_model(seed = 9743468,
num_workers = 12,
f,
data = training.pca,
method = "C5.0",
trControl = fit_control,
tuneLength = 15,
)
save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model)
Call:
(function (x, y, trials = 1, rules = FALSE, weights = NULL, control = C5.0Control(), costs = NULL, ...) { funcCall <- match.call(expand.dots
4.39558005604089, 4.39558005604089, 6.45409374279354, 6.45409374279354, 4.39558005604089, 4.39558005604089, 6.45409374279354,
6.45409374279354, 8.88235651146991, 8.88235651146991, 5.08108509503511, 8.88235651146991, 8.8823565114
C5.0 [Release 2.07 GPL Edition] Sun Nov 10 21:57:32 2019
-------------------------------
Class specified by attribute `outcome'
Read 19937 cases (101 attributes) from undefined.data
87 attributes winnowed
Estimated importance of remaining attributes:
8706% PC2
3933% PC1
103% PC3
67% PC45
44% PC8
42% PC6
39% PC44
19% PC5
19% PC20
14% PC18
14% PC21
8% PC4
<1% PC56
----- Trial 0: -----
Rules:
Rule 0/1: (5232, lift 3.8)
PC1 <= -0.3070439
PC2 > 1.40607
PC5 > -2.398256
-> class 0 [1.000]
Rule 0/2: (2210, lift 3.8)
PC3 <= 5.824995
PC4 <= -3.841968
-> class 0 [1.000]
Rule 0/3: (777, lift 3.8)
PC1 > 11.73215
PC56 <= 1.844189
-> class 1 [0.999]
Rule 0/4: (3253/1, lift 3.8)
PC1 > 0.07267573
PC3 > 0.09497605
PC8 > -4.834902
-> class 1 [0.999]
Rule 0/5: (1580, lift 3.8)
PC1 > 0.07267573
PC6 > 4.173553
-> class 1 [0.999]
Rule 0/6: (967, lift 3.8)
PC1 > 0.07267573
PC8 > -4.834902
PC45 <= -0.2992758
-> class 1 [0.999]
Rule 0/7: (2882/4, lift 3.8)
PC1 > -0.3070439
PC2 > -0.3597415
PC4 > -3.841968
PC18 <= 0.2049964
-> class 1 [0.998]
Rule 0/8: (1290/4, lift 3.8)
PC1 > 4.913236
PC8 > -4.834902
PC44 <= 1.670737
-> class 1 [0.996]
Rule 0/9: (234, lift 3.8)
PC2 <= -0.3597415
PC3 > 0.5846092
PC45 <= 0.006136876
-> class 1 [0.996]
Rule 0/10: (3922/39, lift 3.8)
PC3 > 0.5846092
-> class 1 [0.990]
Rule 0/11: (4887, lift 2.1)
PC1 <= 0.07267573
PC2 <= -0.3597415
PC45 > 0.006136876
-> class 2 [1.000]
Rule 0/12: (9079/7, lift 2.1)
PC1 <= -0.3070439
PC2 <= 1.40607
-> class 2 [0.999]
Rule 0/13: (2102/132, lift 2.0)
PC18 > 0.2049964
PC21 > 0.6881863
-> class 2 [0.937]
Rule 0/14: (10552/1165, lift 1.9)
PC2 <= -0.3597415
-> class 2 [0.890]
Default class: 2
----- Trial 1: -----
Rules:
Rule 1/1: (4183.6, lift 4.5)
PC1 <= 0.7225365
PC2 > -0.3769539
PC3 <= 0.1612521
-> class 0 [1.000]
Rule 1/2: (1884.1/0.8, lift 4.5)
PC4 > 3.437691
-> class 0 [0.999]
Rule 1/3: (1472.3, lift 2.5)
PC1 > 0.7225365
PC2 > -0.3769539
-> class 1 [0.999]
Rule 1/4: (7044/253.7, lift 2.4)
PC2 > -0.3769539
PC3 > 0.1612521
PC4 <= 3.437691
PC21 <= 1.779981
-> class 1 [0.964]
Rule 1/5: (493.9/19.5, lift 2.4)
PC2 <= -0.3769539
PC4 > 0.4560649
-> class 1 [0.959]
Rule 1/6: (3171.4/136.2, lift 2.4)
PC3 > 0.5712223
-> class 1 [0.957]
Rule 1/7: (873/42.8, lift 2.4)
PC1 > 6.622385
-> class 1 [0.950]
Rule 1/8: (7494.5/13.5, lift 2.6)
PC1 <= 6.622385
PC2 <= -0.3769539
PC3 <= 0.5712223
PC4 <= 0.4560649
-> class 2 [0.998]
Rule 1/9: (33.8, lift 2.5)
PC2 > -0.3769539
PC3 > 0.1612521
PC21 > 1.779981
-> class 2 [0.972]
Default class: 1
----- Trial 2: -----
Rules:
Rule 2/1: (3466.4, lift 5.5)
PC2 > 2.301497
PC3 <= 1.640775
-> class 0 [1.000]
Rule 2/2: (1749.6, lift 3.1)
PC3 > 1.640775
-> class 1 [0.999]
Rule 2/3: (400.2, lift 3.1)
PC1 > 14.68747
-> class 1 [0.998]
Rule 2/4: (1927.2/27.2, lift 3.0)
PC1 > -0.5890457
PC2 <= 2.301497
PC8 > -3.944103
PC18 <= 0.07304633
PC56 <= 1.120596
-> class 1 [0.985]
Rule 2/5: (94.5/0.6, lift 3.0)
PC1 > -0.5890457
PC6 > 1.191639
PC56 > 1.120596
-> class 1 [0.984]
Rule 2/6: (5939.4/1339.5, lift 2.4)
PC1 > -0.5890457
PC2 <= 2.301497
PC8 > -1.301106
PC18 <= 0.3604179
PC56 <= 1.120596
-> class 1 [0.774]
Rule 2/7: (6070.5, lift 2.0)
PC1 <= -0.5890457
PC2 <= 2.301497
-> class 2 [1.000]
Rule 2/8: (1975.7/4.5, lift 2.0)
PC1 <= 14.68747
PC2 <= 2.301497
PC6 <= 1.191639
PC56 > 1.120596
-> class 2 [0.997]
Rule 2/9: (1148.8/5.1, lift 2.0)
PC2 <= 2.301497
PC8 <= -3.944103
PC56 <= 1.120596
-> class 2 [0.995]
Rule 2/10: (1491.6/7.9, lift 2.0)
PC3 <= 0.4954133
PC8 > 0.7829622
PC18 > 0.07304633
-> class 2 [0.994]
Rule 2/11: (1547.3/15.3, lift 2.0)
PC2 <= 2.301497
PC18 > 0.3604179
-> class 2 [0.989]
Rule 2/12: (1349.7/27.2, lift 2.0)
PC2 <= 2.301497
PC8 <= -1.301106
PC18 > 0.07304633
PC56 <= 1.120596
-> class 2 [0.979]
Default class: 2
----- Trial 3: -----
Rules:
Rule 3/1: (2720.6, lift 6.9)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 3/2: (834.4, lift 3.1)
PC2 > -0.002573538
PC2 <= 2.231518
PC3 > 0.5294847
-> class 1 [0.999]
Rule 3/3: (1356.9, lift 3.1)
PC2 <= 2.231518
PC3 > 0.7643508
-> class 1 [0.999]
Rule 3/4: (1401.4, lift 3.1)
PC3 > 1.640775
-> class 1 [0.999]
Rule 3/5: (620.7, lift 3.1)
PC1 > 9.174034
PC20 > -0.1346197
-> class 1 [0.998]
Rule 3/6: (380.1, lift 3.1)
PC1 > -0.5890457
PC2 > -2.771465
PC2 <= 2.231518
PC18 <= 0.1487848
PC20 > -0.1346197
PC20 <= 0.2005897
-> class 1 [0.997]
Rule 3/7: (1297.2/32.4, lift 3.0)
PC1 > -0.5890457
PC2 <= 2.231518
PC20 > 0.2005897
-> class 1 [0.974]
Rule 3/8: (693.8/22.5, lift 3.0)
PC1 > 13.53938
-> class 1 [0.966]
Rule 3/9: (2060.6, lift 1.9)
PC1 <= 9.174034
PC2 <= -0.002573538
PC3 <= 0.7643508
PC18 > 0.1487848
PC20 <= 0.2005897
-> class 2 [1.000]
Rule 3/10: (5097.1/0.9, lift 1.9)
PC1 <= 9.174034
PC2 <= -2.771465
-> class 2 [1.000]
Rule 3/11: (4661.6, lift 1.9)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [1.000]
Rule 3/12: (4581.8/119.6, lift 1.8)
PC1 <= 13.53938
PC2 <= 2.231518
PC3 <= 0.7643508
PC20 <= -0.1346197
-> class 2 [0.974]
Rule 3/13: (11234.9/2491.9, lift 1.5)
PC1 <= 9.174034
PC2 <= 2.231518
PC3 <= 0.5294847
PC20 <= 0.2005897
-> class 2 [0.778]
Default class: 2
----- Trial 4: -----
Rules:
Rule 4/1: (2136.9, lift 8.4)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 4/2: (1093.1, lift 2.2)
PC1 > -0.3832309
PC2 <= 2.231518
PC3 > 0.68698
-> class 1 [0.999]
Rule 4/3: (1225.6, lift 2.2)
PC1 > 5.464444
PC6 > -1.32045
PC8 > -5.473749
-> class 1 [0.999]
Rule 4/4: (1100.7, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 4/5: (457.7/0.7, lift 2.2)
PC1 > -0.3832309
PC6 <= -1.32045
PC56 <= 0.03064618
-> class 1 [0.996]
Rule 4/6: (100.4, lift 2.2)
PC2 <= 2.231518
PC3 <= -6.109262
-> class 1 [0.990]
Rule 4/7: (549.3/36.3, lift 2.1)
PC1 > -0.3832309
PC6 <= -1.32045
PC18 > 0.2271781
-> class 1 [0.932]
Rule 4/8: (285.9/19, lift 2.1)
PC1 > -0.3832309
PC6 <= -1.32045
PC8 > -5.473749
PC8 <= -2.355835
-> class 1 [0.930]
Rule 4/9: (8503.1/2013.3, lift 1.7)
PC1 > -0.3832309
PC2 > -0.9983891
PC2 <= 2.231518
PC18 <= 0.2485706
-> class 1 [0.763]
Rule 4/10: (1130.4, lift 2.3)
PC1 <= 5.464444
PC2 <= 2.231518
PC3 <= 0.68698
PC20 <= -0.3100374
-> class 2 [0.999]
Rule 4/11: (664.3, lift 2.3)
PC8 <= -5.473749
-> class 2 [0.998]
Rule 4/12: (155.1/0.3, lift 2.3)
PC1 > -0.3832309
PC1 <= 5.464444
PC2 <= 2.231518
PC3 <= 0.68698
PC18 > 0.2485706
-> class 2 [0.991]
Rule 4/13: (1801.6/14.7, lift 2.3)
PC2 <= 2.231518
PC3 > -6.109262
PC6 <= -1.32045
PC8 > -2.355835
PC18 <= 0.2271781
PC56 > 0.03064618
-> class 2 [0.991]
Rule 4/14: (4969.5/58.1, lift 2.3)
PC1 <= 5.464444
PC2 <= -0.9983891
-> class 2 [0.988]
Rule 4/15: (4210.9/91.1, lift 2.2)
PC1 <= -0.3832309
PC2 <= 2.231518
-> class 2 [0.978]
Default class: 1
----- Trial 5: -----
Rules:
Rule 5/1: (1756.8, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 5/2: (859.3, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 5/3: (14792.7/6455.3, lift 1.3)
PC1 > -0.5890457
PC2 <= 2.231518
-> class 1 [0.564]
Rule 5/4: (2079.7, lift 2.2)
PC1 <= 14.58976
PC2 <= -4.597395
-> class 2 [1.000]
Rule 5/5: (2858.3, lift 2.2)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [1.000]
Rule 5/6: (851.8, lift 2.2)
PC1 <= 14.58976
PC2 <= 2.231518
PC3 <= 0.7643508
PC18 > 0.3226619
-> class 2 [0.999]
Rule 5/7: (1190.8/0.8, lift 2.2)
PC1 <= 14.58976
PC2 <= 2.231518
PC5 <= 2.354446
PC44 > 1.339866
-> class 2 [0.998]
Rule 5/8: (541.7, lift 2.2)
PC2 > -0.9382412
PC2 <= 2.231518
PC3 <= 0.4954133
PC20 <= 0.1636501
PC45 <= 0.1694144
-> class 2 [0.998]
Rule 5/9: (518.6, lift 2.2)
PC8 <= -5.473749
-> class 2 [0.998]
Rule 5/10: (4524.7/46.4, lift 2.2)
PC1 <= 14.58976
PC2 <= -0.9382412
PC3 <= 0.7643508
PC4 <= 0.5436032
PC5 <= 2.354446
-> class 2 [0.990]
Default class: 2
----- Trial 6: -----
Rules:
Rule 6/1: (1419.2, lift 11.5)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 6/2: (924.4, lift 2.3)
PC1 > -0.589163
PC2 <= 2.231518
PC3 > 0.4783273
PC18 <= 0.1852106
-> class 1 [0.999]
Rule 6/3: (672.1, lift 2.3)
PC2 <= 2.231518
PC3 > 0.7643508
-> class 1 [0.999]
Rule 6/4: (694.1, lift 2.3)
PC3 > 1.640775
-> class 1 [0.999]
Rule 6/5: (905.2/0.4, lift 2.3)
PC1 > -0.589163
PC6 > 0.6679029
PC20 > 0.1626832
PC56 <= 0.325107
-> class 1 [0.998]
Rule 6/6: (2038/11.6, lift 2.3)
PC1 > 3.328341
PC6 > 0.6679029
-> class 1 [0.994]
Rule 6/7: (2879.3/22.3, lift 2.3)
PC1 > 9.336863
PC56 <= 2.200439
-> class 1 [0.992]
Rule 6/8: (72.6, lift 2.3)
PC1 > -0.589163
PC1 <= -0.5865937
PC2 <= 2.231518
-> class 1 [0.987]
Rule 6/9: (3469.2/0.2, lift 2.1)
PC1 <= 9.336863
PC2 <= 2.231518
PC3 <= 0.7031291
PC6 <= 0.6679029
-> class 2 [1.000]
Rule 6/10: (643.7/37.9, lift 1.9)
PC2 <= 2.231518
PC56 > 2.200439
-> class 2 [0.940]
Rule 6/11: (12504.9/3853.9, lift 1.4)
PC1 <= 3.328341
PC2 <= 2.231518
PC3 <= 0.7643508
-> class 2 [0.692]
Default class: 2
----- Trial 7: -----
Rules:
Rule 7/1: (760.6/124.5, lift 11.2)
PC4 <= -1.778013
-> class 0 [0.835]
Rule 7/2: (2646, lift 1.9)
PC1 > 8.888579
PC2 > -7.918452
PC8 > -5.109612
PC44 <= 3.051546
-> class 1 [1.000]
Rule 7/3: (1999.6/1.6, lift 1.9)
PC1 > 0.7245411
PC18 <= -0.2678238
-> class 1 [0.999]
Rule 7/4: (1300.7/114.6, lift 1.7)
PC3 > -0.3938558
PC4 > -1.778013
PC8 > -3.773524
PC8 <= 1.664471
PC18 > -0.2678238
PC44 <= 3.051546
PC45 <= 0.04483392
-> class 1 [0.911]
Rule 7/5: (14174.9/4850.2, lift 1.3)
PC1 > -0.221529
PC4 > -1.778013
PC8 > -3.773524
PC8 <= 1.664471
PC44 <= 3.051546
-> class 1 [0.658]
Rule 7/6: (1075/4.7, lift 2.5)
PC1 <= 8.888579
PC4 > -1.778013
PC8 <= -3.773524
-> class 2 [0.995]
Rule 7/7: (132.1, lift 2.5)
PC2 <= -7.918452
-> class 2 [0.993]
Rule 7/8: (774.1/11.7, lift 2.4)
PC8 <= -5.109612
-> class 2 [0.984]
Rule 7/9: (256.6/5.4, lift 2.4)
PC4 > -1.778013
PC18 > -0.2678238
PC44 > 3.051546
-> class 2 [0.975]
Rule 7/10: (2290.4/238.4, lift 2.2)
PC1 <= 8.888579
PC3 <= -0.3938558
PC4 > -1.778013
PC18 > -0.2678238
-> class 2 [0.896]
Rule 7/11: (12717.5/6293.5, lift 1.3)
PC1 <= 0.7245411
PC4 > -1.778013
-> class 2 [0.505]
Default class: 1
----- Trial 8: -----
Rules:
Rule 8/1: (2111.1/18.7, lift 6.4)
PC4 > 2.35432
-> class 0 [0.991]
Rule 8/2: (741.3, lift 2.2)
PC3 > 0.5677963
PC4 <= 2.35432
PC18 <= 0.3185216
PC20 <= -0.04921923
-> class 1 [0.999]
Rule 8/3: (1956.9, lift 2.2)
PC1 > -0.1050464
PC3 > 0.3115553
-> class 1 [0.999]
Rule 8/4: (17825.9/8683, lift 1.1)
PC4 <= 2.35432
-> class 1 [0.513]
Rule 8/5: (2055.4/0.7, lift 2.6)
PC1 <= 11.27169
PC2 <= -3.135646
-> class 2 [0.999]
Rule 8/6: (438.9/15.3, lift 2.5)
PC2 <= 1.018238
PC20 <= -0.7367095
-> class 2 [0.963]
Rule 8/7: (11251.9/4675, lift 1.5)
PC1 <= 1.487879
PC2 <= 1.018238
-> class 2 [0.585]
Default class: 1
----- Trial 9: -----
Rules:
Rule 9/1: (4815.5, lift 3.9)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 9/2: (812.2, lift 2.4)
PC3 > 1.640775
-> class 1 [0.999]
Rule 9/3: (14485.6/6787.8, lift 1.3)
PC2 <= 2.231518
-> class 1 [0.531]
Rule 9/4: (1551.1, lift 3.1)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [0.999]
Rule 9/5: (1343.9/0.2, lift 3.1)
PC1 <= 0.7682185
PC2 <= -0.5562518
PC45 > -0.05846542
-> class 2 [0.999]
Rule 9/6: (1717.9, lift 3.1)
PC1 <= 7.579506
PC2 <= -2.807775
-> class 2 [0.999]
Rule 9/7: (545.2/10.2, lift 3.0)
PC8 <= -5.109612
-> class 2 [0.979]
Rule 9/8: (690.8/24.5, lift 3.0)
PC1 <= 7.579506
PC2 <= 2.231518
PC8 > 1.907695
PC20 > -0.9848288
-> class 2 [0.963]
Rule 9/9: (336.5/47.3, lift 2.7)
PC2 <= 2.231518
PC20 <= -0.9848288
-> class 2 [0.857]
Default class: 1
----- Trial 10: -----
Rules:
Rule 10/1: (3884.3, lift 4.7)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 10/2: (760.1, lift 2.7)
PC3 > 0.5294847
PC4 <= 0.3612687
PC6 > 0.6544133
PC18 <= 0.3181957
-> class 1 [0.999]
Rule 10/3: (1270.3, lift 2.7)
PC1 > 3.464844
PC6 > 0.6544133
PC20 > -0.1879251
-> class 1 [0.999]
Rule 10/4: (655.2, lift 2.7)
PC3 > 1.640775
-> class 1 [0.998]
Rule 10/5: (1074/5, lift 2.7)
PC2 <= 2.231518
PC3 > 0.7072012
-> class 1 [0.994]
Rule 10/6: (1273/20.7, lift 2.6)
PC2 <= 2.231518
PC3 <= 0.7072012
PC4 > 0.3612687
PC18 <= 0.3181957
PC20 > -0.1879251
-> class 1 [0.983]
Rule 10/7: (1758.3/248.3, lift 2.3)
PC1 > 9.38352
-> class 1 [0.858]
Rule 10/8: (1948.3, lift 2.4)
PC1 <= 9.38352
PC2 <= 2.231518
PC3 <= 0.7072012
PC4 <= 0.3612687
PC6 <= 0.6544133
-> class 2 [0.999]
Rule 10/9: (1684.7/2.8, lift 2.4)
PC1 <= 9.38352
PC2 <= 2.231518
PC3 <= 0.7072012
PC20 <= -0.1879251
-> class 2 [0.998]
Rule 10/10: (908.4/23.2, lift 2.4)
PC2 <= 2.231518
PC3 <= 0.7072012
PC18 > 0.3181957
-> class 2 [0.973]
Rule 10/11: (10383.1/3466.6, lift 1.6)
PC1 <= 3.464844
PC2 <= 2.231518
PC3 <= 0.5294847
PC4 <= 0.3612687
-> class 2 [0.666]
Default class: 2
----- Trial 11: -----
Rules:
Rule 11/1: (3139.2, lift 5.6)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 11/2: (1812.4, lift 2.2)
PC1 > -0.1781929
PC2 <= 2.231518
PC3 > 0.3016738
PC8 <= 0.6481106
-> class 1 [0.999]
Rule 11/3: (1483.7/0.4, lift 2.2)
PC1 > 3.72212
PC56 <= 0.4155779
-> class 1 [0.999]
Rule 11/4: (1235.6, lift 2.2)
PC1 > 14.58986
-> class 1 [0.999]
Rule 11/5: (529.5, lift 2.2)
PC3 > 1.640775
-> class 1 [0.998]
Rule 11/6: (2680.6/12.1, lift 2.2)
PC1 > -0.3140869
PC2 <= 2.231518
PC20 > 0.2371164
-> class 1 [0.995]
Rule 11/7: (223.8/0.6, lift 2.2)
PC2 <= 2.231518
PC8 <= 0.6481106
PC45 <= -0.5027864
PC56 > 0.4155779
-> class 1 [0.993]
Rule 11/8: (651.5/34.3, lift 2.1)
PC2 <= 2.231518
PC8 <= 0.6481106
PC18 <= -0.2521837
PC45 > -0.5027864
PC56 > 0.4155779
-> class 1 [0.946]
Rule 11/9: (11240.5/4527.9, lift 1.3)
PC1 > -0.589163
PC3 > 0.3016738
-> class 1 [0.597]
Rule 11/10: (985.1, lift 2.7)
PC1 <= -0.1781929
PC2 <= 0.0661946
PC45 > -0.00892347
-> class 2 [0.999]
Rule 11/11: (1584.2, lift 2.7)
PC1 <= 3.72212
PC2 <= 2.231518
PC3 <= 0.3016738
PC20 <= 0.2371164
-> class 2 [0.999]
Rule 11/12: (1232.9, lift 2.7)
PC1 <= -0.589163
PC2 <= 2.231518
-> class 2 [0.999]
Rule 11/13: (286.9, lift 2.7)
PC1 <= -0.3140869
PC2 <= 2.231518
PC20 > 0.2371164
-> class 2 [0.997]
Rule 11/14: (1131.3/58.6, lift 2.6)
PC1 <= 14.58986
PC2 <= 2.231518
PC8 > 0.6481106
PC20 <= 0.2371164
-> class 2 [0.947]
Rule 11/15: (1993.6/127.6, lift 2.5)
PC1 <= 14.58986
PC2 <= 2.231518
PC18 > -0.2521837
PC20 <= 0.2371164
PC45 > -0.5027864
PC56 > 0.4155779
-> class 2 [0.936]
Default class: 1
----- Trial 12: -----
Rules:
Rule 12/1: (2558.2, lift 6.7)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 12/2: (1952.8, lift 2.2)
PC1 > 2.314181
PC3 > 0.09497605
-> class 1 [0.999]
Rule 12/3: (1657.7, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 12/4: (1798.4/11, lift 2.2)
PC2 > -0.03789113
PC6 > 0.6544133
PC18 <= 0.3222497
PC20 > -0.1185965
-> class 1 [0.993]
Rule 12/5: (17040.9/8378.2, lift 1.1)
PC2 <= 2.231518
-> class 1 [0.508]
Rule 12/6: (1654.2/0.6, lift 2.5)
PC1 <= 2.314181
PC2 <= -0.03789113
PC3 <= 0.7945246
PC18 > -0.2831017
-> class 2 [0.999]
Rule 12/7: (987.7, lift 2.5)
PC1 <= 14.58976
PC2 <= -4.597395
-> class 2 [0.999]
Rule 12/8: (1582.2, lift 2.5)
PC1 <= 8.705422
PC2 <= 2.231518
PC3 <= 0.7945246
PC6 <= 0.6544133
-> class 2 [0.999]
Rule 12/9: (580.5, lift 2.5)
PC1 <= 14.58976
PC2 <= 2.231518
PC3 <= 0.7945246
PC18 > 0.3222497
-> class 2 [0.998]
Rule 12/10: (1524.3/26.5, lift 2.5)
PC1 <= 5.089602
PC2 <= 2.231518
PC3 <= 0.09497605
PC18 > -0.2831017
-> class 2 [0.982]
Rule 12/11: (9652.6/3530.8, lift 1.6)
PC1 <= 8.705422
PC2 <= 2.231518
PC3 <= 0.7945246
PC20 <= -0.1185965
-> class 2 [0.634]
Default class: 1
----- Trial 13: -----
Rules:
Rule 13/1: (2056.9, lift 7.8)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 13/2: (1217.3/0.1, lift 1.9)
PC1 > -0.4339886
PC2 <= 2.231518
PC8 <= 1.401889
PC44 <= 3.051546
PC56 <= -0.2653593
-> class 1 [0.999]
Rule 13/3: (867.8, lift 1.9)
PC1 > 8.705422
PC2 > -4.403933
-> class 1 [0.999]
Rule 13/4: (1718.2, lift 1.9)
PC1 > -0.3830975
PC2 > -4.403933
PC2 <= 2.231518
PC8 <= 1.401889
PC20 > 0.2231793
-> class 1 [0.999]
Rule 13/5: (927.1, lift 1.9)
PC1 > 13.5602
PC44 <= 3.051546
-> class 1 [0.999]
Rule 13/6: (1332.9, lift 1.9)
PC3 > 1.640775
-> class 1 [0.999]
Rule 13/7: (2108.3/16.3, lift 1.9)
PC2 <= 2.231518
PC3 > 0.7031291
-> class 1 [0.992]
Rule 13/8: (13034.4/4456.5, lift 1.2)
PC1 > -0.4339886
PC3 > 0.09497605
PC18 <= 0.2516281
-> class 1 [0.658]
Rule 13/9: (947.7, lift 2.9)
PC1 <= 13.5602
PC2 <= -4.403933
-> class 2 [0.999]
Rule 13/10: (496.4, lift 2.9)
PC1 > -0.4339886
PC1 <= 13.5602
PC2 <= 2.231518
PC3 <= 0.7031291
PC18 > 0.2516281
PC20 <= 0.2231793
-> class 2 [0.998]
Rule 13/11: (306, lift 2.9)
PC2 <= 2.231518
PC3 <= 0.7031291
PC44 > 3.051546
-> class 2 [0.997]
Rule 13/12: (1104.8/3, lift 2.9)
PC1 <= 8.705422
PC2 <= 2.231518
PC3 <= 0.09497605
PC20 <= 0.2231793
PC56 > -0.2653593
-> class 2 [0.996]
Rule 13/13: (996.7/17.2, lift 2.9)
PC1 <= -0.4339886
PC2 <= 2.231518
-> class 2 [0.982]
Rule 13/14: (996/20.5, lift 2.9)
PC3 <= 0.7031291
PC8 > 1.401889
-> class 2 [0.978]
Default class: 1
----- Trial 14: -----
Rules:
Rule 14/1: (1686.7, lift 9.0)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 14/2: (1510.2, lift 2.2)
PC2 > 0.02475915
PC2 <= 2.231518
PC3 > 0.5294847
-> class 1 [0.999]
Rule 14/3: (1261.6, lift 2.2)
PC1 > 7.908595
PC8 > -5.539928
PC56 <= 1.733763
-> class 1 [0.999]
Rule 14/4: (1093, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 14/5: (842.6/8, lift 2.2)
PC2 <= 2.231518
PC4 <= -0.4097781
PC20 <= 0.158277
-> class 1 [0.989]
Rule 14/6: (973.7/13.4, lift 2.2)
PC5 <= -5.233884
-> class 1 [0.985]
Rule 14/7: (2302.1/56.9, lift 2.1)
PC1 > -0.3140869
PC2 <= 2.231518
PC20 > 0.158277
-> class 1 [0.975]
Rule 14/8: (1068.5/94.8, lift 2.0)
PC2 <= 2.231518
PC4 > -0.4097781
PC8 > -5.539928
PC8 <= 1.152051
PC56 <= -0.2688269
-> class 1 [0.911]
Rule 14/9: (442.4, lift 2.3)
PC8 <= -5.539928
-> class 2 [0.998]
Rule 14/10: (437.4/0.5, lift 2.3)
PC2 <= 2.231518
PC4 > -0.4097781
PC56 > 1.733763
-> class 2 [0.997]
Rule 14/11: (216.2, lift 2.3)
PC1 <= -0.3140869
PC2 <= 2.231518
PC20 > 0.158277
-> class 2 [0.995]
Rule 14/12: (1314.2/35.6, lift 2.2)
PC1 <= 7.908595
PC2 <= 0.02475915
PC4 > -0.4097781
PC5 > -5.233884
PC20 <= 0.158277
PC56 > -0.2688269
-> class 2 [0.972]
Rule 14/13: (12434.8/4690.9, lift 1.4)
PC1 <= 7.908595
PC2 <= 2.231518
PC3 <= 0.5294847
PC4 > -0.4097781
PC5 > -5.233884
PC20 <= 0.158277
-> class 2 [0.623]
Default class: 1
----- Trial 15: -----
Rules:
Rule 15/1: (1396.4, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 15/2: (738.1, lift 2.4)
PC1 > 11.27169
PC56 <= 1.749539
-> class 1 [0.999]
Rule 15/3: (904.9, lift 2.4)
PC3 > 1.640775
-> class 1 [0.999]
Rule 15/4: (406.2, lift 2.4)
PC1 > -0.5890457
PC2 <= 2.231518
PC8 > -4.634348
PC8 <= 1.269429
PC20 > -0.1355552
PC21 > 1.048507
-> class 1 [0.998]
Rule 15/5: (1552/1.8, lift 2.4)
PC1 > -0.4339886
PC2 <= 2.231518
PC3 > 0.6007609
-> class 1 [0.998]
Rule 15/6: (570.6, lift 2.4)
PC1 > 14.58986
-> class 1 [0.998]
Rule 15/7: (504.4/0.6, lift 2.4)
PC1 > -0.5890457
PC2 <= 2.231518
PC21 <= -0.9621639
-> class 1 [0.997]
Rule 15/8: (947.5/3.9, lift 2.4)
PC1 > -0.5890457
PC2 <= 2.231518
PC8 > -4.634348
PC56 <= -0.2672876
-> class 1 [0.995]
Rule 15/9: (1899.7/40.9, lift 2.3)
PC1 > -0.5890457
PC2 <= 2.231518
PC8 > -4.533449
PC20 > 0.157818
-> class 1 [0.978]
Rule 15/10: (174.9, lift 2.0)
PC1 > -0.5860904
PC1 <= -0.4339886
PC2 <= 2.231518
-> class 2 [0.994]
Rule 15/11: (18356.1/8682.5, lift 1.1)
PC2 <= 2.231518
-> class 2 [0.527]
Default class: 2
----- Trial 16: -----
Rules:
Rule 16/1: (1307.2/152.5, lift 10.1)
PC2 > 2.231518
-> class 0 [0.883]
Rule 16/2: (14648.7/5151.8, lift 1.3)
PC1 > -0.2067926
PC2 > -6.746427
PC8 > -4.834902
PC44 <= 3.051546
-> class 1 [0.648]
Rule 16/3: (2749.3, lift 2.3)
PC1 <= 7.923121
PC2 <= 2.231518
PC3 <= 0.4917827
PC6 <= 0.6231673
-> class 2 [1.000]
Rule 16/4: (1446.1, lift 2.3)
PC1 <= 7.923121
PC2 <= 2.231518
PC3 <= 0.4917827
PC20 <= -0.1307491
-> class 2 [0.999]
Rule 16/5: (906.3/0.1, lift 2.3)
PC2 <= 2.231518
PC3 <= 0.4917827
PC8 > 0.5326868
PC20 <= 0.2005897
-> class 2 [0.999]
Rule 16/6: (754.9/1.9, lift 2.3)
PC2 <= -6.746427
-> class 2 [0.996]
Rule 16/7: (216.1, lift 2.3)
PC2 <= 2.231518
PC3 <= 0.4917827
PC44 > 3.051546
-> class 2 [0.995]
Rule 16/8: (635.1/22.1, lift 2.3)
PC2 <= 2.231518
PC8 <= -4.834902
-> class 2 [0.964]
Rule 16/9: (3282.9/134.9, lift 2.2)
PC1 <= -0.2067926
PC2 <= 2.231518
-> class 2 [0.959]
Default class: 1
----- Trial 17: -----
Rules:
Rule 17/1: (1057.3/119.2, lift 11.4)
PC1 <= -0.2957253
PC2 > 0.02603757
PC3 <= 0.7906606
-> class 0 [0.887]
Rule 17/2: (1617.7, lift 1.9)
PC1 > -0.2957253
PC4 > 0.5474439
PC56 <= 1.392461
-> class 1 [0.999]
Rule 17/3: (3382.1/3.1, lift 1.9)
PC3 > 0.7906606
-> class 1 [0.999]
Rule 17/4: (413.7, lift 1.9)
PC1 > 14.58986
-> class 1 [0.998]
Rule 17/5: (1141.9/7.5, lift 1.9)
PC1 > 5.476651
PC2 > -7.170729
PC56 <= 1.392461
-> class 1 [0.993]
Rule 17/6: (1870.4/15.8, lift 1.9)
PC1 > -0.2957253
PC20 > 0.287138
-> class 1 [0.991]
Rule 17/7: (14390.8/5010, lift 1.2)
PC1 > -0.2957253
PC3 > -0.003932531
-> class 1 [0.652]
Rule 17/8: (2395, lift 2.5)
PC1 <= -0.2957253
PC2 <= 0.02603757
PC3 <= 0.7906606
-> class 2 [1.000]
Rule 17/9: (665.4, lift 2.5)
PC1 <= 5.476651
PC3 <= 0.7906606
PC8 <= -4.175976
-> class 2 [0.999]
Rule 17/10: (543, lift 2.5)
PC2 <= -7.170729
-> class 2 [0.998]
Rule 17/11: (629.7/1.3, lift 2.5)
PC1 > -0.2957253
PC1 <= 5.476651
PC3 <= -0.003932531
PC4 <= 0.5474439
PC20 <= 0.287138
-> class 2 [0.996]
Rule 17/12: (281.2/1.6, lift 2.5)
PC1 > -0.2957253
PC1 <= 14.58986
PC3 <= 0.7906606
PC20 <= 0.287138
PC56 > 1.392461
-> class 2 [0.991]
Rule 17/13: (761/6.5, lift 2.5)
PC3 <= 0.7906606
PC8 > 0.6448444
PC20 <= 0.287138
-> class 2 [0.990]
Default class: 1
----- Trial 18: -----
Rules:
Rule 18/1: (1040.1, lift 9.1)
PC2 > 1.612746
PC3 <= 0.4947133
-> class 0 [0.999]
Rule 18/2: (297.9/1.4, lift 9.0)
PC4 > 3.10376
PC20 > -1.548365
-> class 0 [0.992]
Rule 18/3: (743.2/34.6, lift 8.7)
PC20 <= -1.548365
-> class 0 [0.952]
Rule 18/4: (1481.7, lift 2.2)
PC1 > -0.2067926
PC4 > 0.3202892
PC20 > -0.1307491
-> class 1 [0.999]
Rule 18/5: (415.2, lift 2.2)
PC1 > 9.38352
PC2 > -4.597395
-> class 1 [0.998]
Rule 18/6: (343.5, lift 2.2)
PC1 > 14.58986
-> class 1 [0.997]
Rule 18/7: (654.2/16.9, lift 2.2)
PC1 > -0.2067926
PC3 <= 0.4947133
PC20 > 0.2192266
-> class 1 [0.973]
Rule 18/8: (3525.8/139.8, lift 2.1)
PC2 > -0.3819939
PC3 > 0.4947133
PC4 <= 3.10376
PC20 > -1.548365
-> class 1 [0.960]
Rule 18/9: (2029.1, lift 2.3)
PC1 <= -0.2067926
PC2 <= 1.612746
PC3 <= 0.4947133
-> class 2 [1.000]
Rule 18/10: (4289.5/1002.8, lift 1.7)
PC2 <= -0.3819939
-> class 2 [0.766]
Rule 18/11: (13009.9/4947.6, lift 1.4)
PC1 <= 9.38352
PC3 <= 0.4947133
PC4 <= 0.3202892
PC20 > -1.548365
PC20 <= 0.2192266
-> class 2 [0.620]
Default class: 1
----- Trial 19: -----
Rules:
Rule 19/1: (779.3/0.2, lift 9.9)
PC3 <= 0.7695976
PC4 <= -0.8398229
-> class 0 [0.999]
Rule 19/2: (539.8/15, lift 9.6)
PC4 > 3.344411
-> class 0 [0.970]
Rule 19/3: (681/20.9, lift 9.6)
PC4 <= -3.737725
-> class 0 [0.968]
Rule 19/4: (1717.7, lift 1.9)
PC1 > -0.589825
PC5 <= -5.238693
-> class 1 [0.999]
Rule 19/5: (284.2, lift 1.9)
PC1 > 14.75054
-> class 1 [0.997]
Rule 19/6: (1849.5/4, lift 1.9)
PC1 > -0.589825
PC5 > 2.679153
PC8 > -4.834902
-> class 1 [0.997]
Rule 19/7: (19256/8766.4, lift 1.0)
PC4 > -3.737725
-> class 1 [0.545]
Rule 19/8: (317.8, lift 2.7)
PC1 > -0.589825
PC1 <= 14.75054
PC3 <= 0.7695976
PC4 > -3.737725
PC4 <= 3.344411
PC5 <= 2.679153
PC44 > 1.329403
-> class 2 [0.997]
Rule 19/9: (252.6/0.8, lift 2.7)
PC1 <= -0.2163631
PC3 <= 0.7695976
PC4 > -0.2356297
PC4 <= 3.344411
PC20 > -0.2525934
PC44 <= 1.329403
PC45 > -0.05867752
PC56 > -0.2703735
-> class 2 [0.993]
Rule 19/10: (494.8/2.6, lift 2.7)
PC3 <= 0.7695976
PC5 > -5.238693
PC5 <= 2.679153
PC8 > 1.618825
-> class 2 [0.993]
Rule 19/11: (222.6/0.5, lift 2.7)
PC1 > -0.589825
PC3 <= 0.7695976
PC4 > -0.8398229
PC4 <= -0.2356297
PC5 <= 2.679153
PC8 <= 1.618825
-> class 2 [0.993]
Rule 19/12: (331.9/2.8, lift 2.7)
PC1 > -0.589825
PC1 <= 14.75054
PC3 <= 0.7695976
PC4 > -3.737725
PC4 <= 3.344411
PC18 <= 0.3226619
PC20 <= -0.2525934
PC45 > -0.05867752
-> class 2 [0.989]
Rule 19/13: (1460.5/18.5, lift 2.7)
PC1 <= -0.589825
PC4 > -0.8398229
PC4 <= 3.344411
-> class 2 [0.987]
Rule 19/14: (639.8/17.9, lift 2.6)
PC3 <= 0.7695976
PC8 <= -4.834902
-> class 2 [0.971]
Rule 19/15: (196.4/9.1, lift 2.6)
PC1 > -0.589825
PC1 <= 14.75054
PC3 <= 0.7695976
PC4 > -0.2356297
PC4 <= 3.344411
PC18 > 0.3226619
-> class 2 [0.949]
Default class: 1
----- Trial 20: -----
Rules:
Rule 20/1: (2411.1, lift 5.7)
PC2 > 1.783876
PC3 <= 0.4947133
-> class 0 [1.000]
Rule 20/2: (1539.1, lift 5.7)
PC2 > 1.009027
PC3 <= 4.84012
PC18 > 0.7350252
-> class 0 [0.999]
Rule 20/3: (361.7, lift 5.7)
PC4 > 3.10376
PC18 > -0.6560995
-> class 0 [0.997]
Rule 20/4: (1025.3/8.2, lift 5.6)
PC3 <= 1.471241
PC18 <= -0.6560995
-> class 0 [0.991]
Rule 20/5: (2994.4, lift 2.3)
PC3 > 1.471241
-> class 1 [1.000]
Rule 20/6: (1298.7, lift 2.3)
PC1 > -0.2067926
PC3 > 0.09497605
PC18 > -0.6560995
PC20 > 0.139076
-> class 1 [0.999]
Rule 20/7: (1081.6, lift 2.2)
PC1 > -0.2067926
PC6 > 4.738519
-> class 1 [0.999]
Rule 20/8: (1190.9, lift 2.3)
PC1 > -0.2067926
PC18 > -0.6560995
PC20 > 0.287138
-> class 1 [0.999]
Rule 20/9: (815/24.8, lift 2.2)
PC1 > 5.880764
PC2 > -4.403933
-> class 1 [0.968]
Rule 20/10: (294.6/8.5, lift 2.2)
PC1 > 13.5602
-> class 1 [0.968]
Rule 20/11: (3519.8/111.9, lift 2.2)
PC3 > 0.4947133
PC4 <= 3.10376
PC18 > -0.6560995
PC18 <= 0.7350252
-> class 1 [0.968]
Rule 20/12: (1418.7, lift 2.6)
PC1 <= -0.2067926
PC2 <= 1.783876
PC3 <= 0.4947133
-> class 2 [0.999]
Rule 20/13: (1082.5, lift 2.6)
PC1 <= 13.5602
PC2 <= -4.403933
-> class 2 [0.999]
Rule 20/14: (60.4, lift 2.6)
PC2 <= 1.009027
PC18 > 0.7350252
-> class 2 [0.984]
Rule 20/15: (11462.8/4527.9, lift 1.6)
PC1 <= 5.880764
PC2 <= 1.783876
PC3 <= 0.4947133
PC6 <= 4.738519
PC20 <= 0.287138
-> class 2 [0.605]
Default class: 1
----- Trial 21: -----
Rules:
Rule 21/1: (2290.8/199.1, lift 6.0)
PC1 <= -0.2067926
PC2 > 0.02603757
PC3 <= 0.8535662
-> class 0 [0.913]
Rule 21/2: (2943.8/148.4, lift 2.1)
PC3 > 0.8535662
-> class 1 [0.949]
Rule 21/3: (14822.8/6247.4, lift 1.3)
PC1 > -0.2067926
-> class 1 [0.579]
Rule 21/4: (2295.4, lift 2.5)
PC1 <= -0.2067926
PC2 <= 0.02603757
PC3 <= 0.8535662
-> class 2 [1.000]
Rule 21/5: (653.1, lift 2.5)
PC1 > -0.2067926
PC1 <= 6.713067
PC3 <= 0.4917827
PC6 <= 0.6544133
-> class 2 [0.998]
Rule 21/6: (456.7, lift 2.5)
PC1 <= 6.713067
PC3 <= 0.8535662
PC8 <= -4.120215
-> class 2 [0.998]
Rule 21/7: (568.4, lift 2.5)
PC1 > -0.2067926
PC1 <= 6.713067
PC3 <= 0.4917827
PC20 <= 0.139076
PC44 > 0.06069905
-> class 2 [0.998]
Rule 21/8: (296.1, lift 2.5)
PC8 <= -5.539928
-> class 2 [0.997]
Rule 21/9: (615.4/40.4, lift 2.4)
PC1 > -0.2067926
PC3 <= 0.8535662
PC44 > 1.665709
-> class 2 [0.933]
Default class: 1
----- Trial 22: -----
Rules:
Rule 22/1: (2268.8, lift 6.7)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [1.000]
Rule 22/2: (968.7, lift 2.4)
PC1 > -0.2067926
PC5 <= -3.872002
PC44 <= 1.958047
-> class 1 [0.999]
Rule 22/3: (809.4, lift 2.4)
PC1 > -0.2067926
PC6 > 0.6544133
PC8 > -5.120721
PC20 > 0.139076
-> class 1 [0.999]
Rule 22/4: (1472, lift 2.4)
PC1 > -0.2067926
PC2 <= 2.231518
PC3 > 0.4917827
-> class 1 [0.999]
Rule 22/5: (1244.9, lift 2.4)
PC2 <= 2.231518
PC3 > 0.7695976
-> class 1 [0.999]
Rule 22/6: (1945.9, lift 2.4)
PC3 > 1.640775
-> class 1 [0.999]
Rule 22/7: (530.9, lift 2.4)
PC1 > 3.377754
PC6 > 0.6544133
PC44 <= 0.06069905
-> class 1 [0.998]
Rule 22/8: (784.1/7.4, lift 2.3)
PC1 > 6.82987
PC8 > -5.120721
PC44 <= 1.958047
-> class 1 [0.989]
Rule 22/9: (928.8/87.9, lift 2.1)
PC2 <= 2.231518
PC45 <= -0.4936924
-> class 1 [0.905]
Rule 22/10: (1164.5, lift 2.3)
PC1 <= 6.82987
PC2 <= 2.231518
PC3 <= 0.4917827
PC20 <= 0.139076
PC44 > 0.06069905
-> class 2 [0.999]
Rule 22/11: (2650.4/185.5, lift 2.2)
PC1 <= -0.2067926
PC2 <= 2.231518
PC3 <= 0.7695976
-> class 2 [0.930]
Rule 22/12: (16543.4/8005.6, lift 1.2)
PC2 <= 2.231518
-> class 2 [0.516]
Default class: 2
----- Trial 23: -----
Rules:
Rule 23/1: (1927.5, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 23/2: (862.8, lift 1.9)
PC1 > 11.17529
PC2 > -7.187222
PC8 > -5.539928
PC44 <= 3.051546
-> class 1 [0.999]
Rule 23/3: (1057.6, lift 1.9)
PC2 <= 2.231518
PC3 > 0.7695976
-> class 1 [0.999]
Rule 23/4: (1653.1, lift 1.9)
PC3 > 1.640775
-> class 1 [0.999]
Rule 23/5: (875.2/11.3, lift 1.8)
PC1 > -0.5890457
PC2 > -2.807775
PC2 <= 2.231518
PC8 > -5.539928
PC18 <= 0.03836392
PC20 > -0.2525934
-> class 1 [0.986]
Rule 23/6: (12577.3/4126.1, lift 1.3)
PC1 > -0.5890457
PC2 > -0.7490856
PC2 <= 2.231518
PC18 <= 0.3226619
PC21 <= 2.189467
-> class 1 [0.672]
Rule 23/7: (941.8, lift 2.7)
PC1 <= 11.17529
PC2 > -2.807775
PC2 <= -0.7490856
PC3 <= 0.7695976
PC18 > 0.03836392
PC56 > -0.2653593
-> class 2 [0.999]
Rule 23/8: (1071.6, lift 2.7)
PC1 <= 11.17529
PC2 <= 2.231518
PC3 <= 0.7695976
PC18 > 0.3226619
-> class 2 [0.999]
Rule 23/9: (1343, lift 2.7)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [0.999]
Rule 23/10: (778.8, lift 2.7)
PC1 <= 11.17529
PC2 <= 2.231518
PC3 <= 0.7695976
PC20 <= -0.2525934
-> class 2 [0.999]
Rule 23/11: (363.1, lift 2.7)
PC2 <= 2.231518
PC21 > 2.189467
-> class 2 [0.997]
Rule 23/12: (247.1, lift 2.7)
PC2 <= -7.187222
-> class 2 [0.996]
Rule 23/13: (210.9, lift 2.7)
PC8 <= -5.539928
-> class 2 [0.995]
Rule 23/14: (178.6/0.1, lift 2.7)
PC2 <= 2.231518
PC44 > 3.051546
-> class 2 [0.994]
Rule 23/15: (1353.5/14.3, lift 2.7)
PC1 <= 11.17529
PC2 <= -2.807775
PC3 <= 0.7695976
-> class 2 [0.989]
Default class: 1
----- Trial 24: -----
Rules:
Rule 24/1: (1571.1, lift 12.7)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 24/2: (814.9, lift 2.2)
PC1 > -0.2831207
PC2 <= 2.231518
PC3 > 0.4954133
PC8 <= 0.5344445
-> class 1 [0.999]
Rule 24/3: (862, lift 2.2)
PC2 <= 2.231518
PC3 > 0.7695976
-> class 1 [0.999]
Rule 24/4: (1347.4, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 24/5: (811.9/0.3, lift 2.2)
PC1 > 5.880764
PC8 > -4.633186
PC56 <= 1.34914
-> class 1 [0.998]
Rule 24/6: (496.7, lift 2.2)
PC1 > 14.75054
-> class 1 [0.998]
Rule 24/7: (380, lift 2.2)
PC1 > -0.2831207
PC2 <= 2.231518
PC5 <= 3.012746
PC20 > 0.2005897
-> class 1 [0.997]
Rule 24/8: (1091.7/46.8, lift 2.1)
PC2 <= 2.231518
PC5 > 3.012746
-> class 1 [0.956]
Rule 24/9: (827.5, lift 2.1)
PC1 <= 14.75054
PC2 <= 2.231518
PC3 <= 0.7695976
PC8 > 0.5344445
PC20 <= 0.2005897
-> class 2 [0.999]
Rule 24/10: (2192.8/206, lift 1.9)
PC1 <= -0.2831207
PC2 <= 2.231518
PC3 <= 0.7695976
-> class 2 [0.906]
Rule 24/11: (14235.2/5599.9, lift 1.3)
PC1 <= 14.75054
PC2 <= 2.231518
PC3 <= 0.4954133
PC5 <= 3.012746
PC20 <= 0.2005897
-> class 2 [0.607]
Default class: 2
----- Trial 25: -----
Rules:
Rule 25/1: (1335.7, lift 14.9)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 25/2: (686.1, lift 2.0)
PC1 > -0.5890457
PC5 <= -5.238693
-> class 1 [0.999]
Rule 25/3: (768.5, lift 2.0)
PC1 > 7.579506
PC8 > -4.616251
PC56 <= 2.149431
-> class 1 [0.999]
Rule 25/4: (1145.6, lift 2.0)
PC3 > 1.640775
-> class 1 [0.999]
Rule 25/5: (1233.6/2.2, lift 2.0)
PC1 > -0.5890457
PC5 > 2.442836
PC8 > -4.616251
-> class 1 [0.997]
Rule 25/6: (13434.4/5437.4, lift 1.2)
PC1 > -0.5890457
PC2 > -0.6973979
PC2 <= 2.231518
PC21 <= 1.853932
-> class 1 [0.595]
Rule 25/7: (955.6, lift 2.3)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [0.999]
Rule 25/8: (408.6, lift 2.3)
PC2 <= 2.231518
PC5 <= 2.442836
PC21 > 1.853932
-> class 2 [0.998]
Rule 25/9: (277.3, lift 2.3)
PC2 <= 2.231518
PC5 <= 2.442836
PC56 > 2.149431
-> class 2 [0.996]
Rule 25/10: (311.9/0.4, lift 2.3)
PC1 <= 7.579506
PC2 <= 2.231518
PC3 <= 0.4462703
PC18 > 0.1234509
PC45 > -0.01201332
-> class 2 [0.996]
Rule 25/11: (1928.6/17, lift 2.2)
PC1 <= 7.579506
PC2 <= -0.6973979
PC5 > -5.238693
PC5 <= 2.442836
-> class 2 [0.991]
Rule 25/12: (1255/29.9, lift 2.2)
PC2 <= 2.231518
PC8 <= -4.616251
-> class 2 [0.975]
Default class: 1
----- Trial 26: -----
Rules:
Rule 26/1: (1125.2, lift 17.7)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 26/2: (956, lift 2.2)
PC1 > -0.2957253
PC6 > 4.805911
PC8 <= 0.586879
-> class 1 [0.999]
Rule 26/3: (766.2, lift 2.2)
PC1 > -0.2957253
PC2 <= 2.231518
PC3 > 0.4954133
PC8 <= 0.586879
-> class 1 [0.999]
Rule 26/4: (847.8, lift 2.2)
PC1 > -0.5890457
PC5 > 3.544814
PC8 > -5.513502
-> class 1 [0.999]
Rule 26/5: (965, lift 2.2)
PC3 > 1.640775
-> class 1 [0.999]
Rule 26/6: (518.7, lift 2.2)
PC1 > -0.5890457
PC2 <= 2.231518
PC8 > -5.513502
PC20 <= 0.157818
PC45 <= -0.4020706
-> class 1 [0.998]
Rule 26/7: (276.4/0.8, lift 2.2)
PC1 > -0.5890457
PC4 > -0.2922504
PC5 > 2.0037
PC8 > -5.513502
PC20 <= 0.157818
-> class 1 [0.994]
Rule 26/8: (115.9, lift 2.2)
PC1 > -0.5890457
PC1 <= -0.5865937
PC2 <= 2.231518
-> class 1 [0.992]
Rule 26/9: (99.3, lift 2.2)
PC1 > -0.4334595
PC1 <= -0.4253984
PC2 <= 2.231518
-> class 1 [0.990]
Rule 26/10: (855.2/21.2, lift 2.2)
PC2 <= 2.231518
PC3 > 0.7031291
-> class 1 [0.974]
Rule 26/11: (1216.9/77.9, lift 2.1)
PC1 > -0.5890457
PC2 <= 2.231518
PC8 > -5.513502
PC20 > 0.157818
-> class 1 [0.935]
Rule 26/12: (804.9, lift 2.0)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [0.999]
Rule 26/13: (643.8/0.3, lift 2.0)
PC2 <= 2.231518
PC3 <= 0.7031291
PC8 > 0.586879
PC20 <= 0.157818
PC45 > -0.4020706
-> class 2 [0.998]
Rule 26/14: (629.3, lift 2.0)
PC8 <= -5.513502
-> class 2 [0.998]
Rule 26/15: (436.3, lift 2.0)
PC1 > -0.5865937
PC1 <= -0.4334595
PC2 <= 2.231518
-> class 2 [0.998]
Rule 26/16: (266.3, lift 2.0)
PC1 > -0.4253984
PC1 <= -0.2957253
PC2 <= 2.231518
PC3 <= 0.7031291
-> class 2 [0.996]
Rule 26/17: (14339.2/5471.7, lift 1.2)
PC2 <= 2.231518
PC3 <= 0.4954133
PC5 <= 3.544814
PC6 <= 4.805911
PC20 <= 0.157818
PC45 > -0.4020706
-> class 2 [0.618]
Default class: 2
----- Trial 27: -----
Rules:
Rule 27/1: (949.2, lift 21.0)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0 [0.999]
Rule 27/2: (859, lift 1.9)
PC1 > -0.2199142
PC2 > -3.343765
PC2 <= 2.231518
PC20 > 0.1624312
-> class 1 [0.999]
Rule 27/3: (978.9, lift 1.9)
PC2 > -1.062682
PC2 <= 2.231518
PC3 > 0.4954133
PC18 <= 0.318009
-> class 1 [0.999]
Rule 27/4: (814, lift 1.9)
PC3 > 1.640775
-> class 1 [0.999]
Rule 27/5: (147.2, lift 1.9)
PC2 > -3.343765
PC2 <= 2.231518
PC5 > 2.761577
PC18 > -0.06240003
-> class 1 [0.993]
Rule 27/6: (2600.4/28.6, lift 1.9)
PC1 > 11.24986
-> class 1 [0.989]
Rule 27/7: (1290.8/19.1, lift 1.9)
PC2 > -3.343765
PC2 <= 2.231518
PC18 <= -0.06240003
-> class 1 [0.984]
Rule 27/8: (1225.4, lift 2.4)
PC1 <= 11.24986
PC2 <= -3.343765
-> class 2 [0.999]
Rule 27/9: (945, lift 2.4)
PC1 <= -0.2199142
PC2 <= 2.231518
PC3 <= 0.4954133
-> class 2 [0.999]
Rule 27/10: (661.5/0.6, lift 2.4)
PC1 <= 11.24986
PC2 <= 2.231518
PC18 > 0.318009
-> class 2 [0.998]
Rule 27/11: (1135.4/46.9, lift 2.3)
PC1 <= 11.24986
PC2 <= -1.062682
PC5 <= 2.761577
PC18 > -0.06240003
-> class 2 [0.958]
Rule 27/12: (13500.3/5830.4, lift 1.3)
PC1 <= 11.24986
PC2 <= 2.231518
PC3 <= 0.4954133
PC20 <= 0.1624312
-> class 2 [0.568]
Default class: 1
----- Trial 28: -----
Rules:
Rule 28/1: (1204/399, lift 16.6)
PC2 > 2.231518
-> class 0 [0.668]
Rule 28/2: (2111.4, lift 1.8)
PC1 > 11.57262
PC8 > -5.058322
PC44 <= 3.051546
-> class 1 [1.000]
Rule 28/3: (818.7, lift 1.8)
PC2 > -1.062682
PC2 <= 2.231518
PC3 > 0.5182653
PC18 <= 0.318009
-> class 1 [0.999]
Rule 28/4: (497.1, lift 1.8)
PC1 > -0.5890457
PC2 > -3.739951
PC5 > 3.012746
PC8 > -5.058322
-> class 1 [0.998]
Rule 28/5: (15115/5047.8, lift 1.2)
PC1 > -0.5890457
PC4 > -0.1373443
PC8 > -5.058322
PC18 <= 0.318009
PC21 <= 1.810277
PC44 <= 1.509626
-> class 1 [0.666]
Rule 28/6: (985, lift 2.5)
PC1 <= 11.57262
PC2 <= -3.739951
-> class 2 [0.999]
Rule 28/7: (642.6, lift 2.5)
PC1 <= 7.238853
PC2 <= -1.062682
PC4 > -0.1373443
PC18 > -0.1543459
-> class 2 [0.998]
Rule 28/8: (575.8, lift 2.5)
PC1 <= -0.5890457
PC2 <= 2.231518
-> class 2 [0.998]
Rule 28/9: (325.3/0.1, lift 2.5)
PC1 <= 11.57262
PC2 <= 2.231518
PC44 > 1.509626
-> class 2 [0.997]
Rule 28/10: (560.9/0.5, lift 2.5)
PC1 <= 11.57262
PC2 <= 2.231518
PC18 > 0.318009
-> class 2 [0.997]
Rule 28/11: (302.6, lift 2.5)
PC2 <= 2.231518
PC44 > 3.051546
-> class 2 [0.997]
Rule 28/12: (248.2, lift 2.5)
PC1 <= 11.57262
PC2 <= 2.231518
PC5 <= 3.012746
PC21 > 1.810277
-> class 2 [0.996]
Rule 28/13: (201.5, lift 2.5)
PC1 <= 7.238853
PC2 <= 2.231518
PC3 <= 0.5182653
PC4 > -0.1373443
PC18 > -0.06687276
PC44 <= -0.05402443
-> class 2 [0.995]
Rule 28/14: (1006.9/32.4, lift 2.5)
PC8 <= -5.058322
-> class 2 [0.967]
Rule 28/15: (673.1/67.9, lift 2.3)
PC1 <= 11.57262
PC2 <= 2.231518
PC4 <= -0.1373443
PC5 <= 3.012746
PC18 > -0.1543459
-> class 2 [0.898]
Default class: 1
----- Trial 29: -----
Rules:
Rule 29/1: (627.2, lift 29.5)
PC2 > 0.9487218
PC3 <= 0.9319737
-> class 0 [0.998]
Rule 29/2: (285.3/5.1, lift 28.9)
PC18 > 1.145156
-> class 0 [0.979]
Rule 29/3: (1659.6, lift 1.7)
PC1 > 14.58976
-> class 1 [0.999]
Rule 29/4: (1133.4/2.1, lift 1.7)
PC2 > -4.588735
PC6 > 0.6589279
PC8 > -3.711777
PC18 <= 0.06461755
-> class 1 [0.997]
Rule 29/5: (607.7/2.9, lift 1.7)
PC1 > 8.6641
PC2 > -4.588735
-> class 1 [0.994]
Rule 29/6: (3080.7/35.3, lift 1.7)
PC3 > 0.9319737
PC18 <= 1.145156
-> class 1 [0.988]
Rule 29/7: (15248.9/5679.9, lift 1.1)
PC2 > -0.9983891
PC18 <= 1.145156
-> class 1 [0.628]
Rule 29/8: (970.5, lift 2.7)
PC1 <= 8.6641
PC2 <= 0.9487218
PC8 <= -3.711777
-> class 2 [0.999]
Rule 29/9: (977.6, lift 2.7)
PC1 <= 14.58976
PC2 <= -4.588735
-> class 2 [0.999]
Rule 29/10: (409.6, lift 2.7)
PC1 <= 8.6641
PC2 <= -0.9983891
PC18 > 0.06461755
-> class 2 [0.998]
Rule 29/11: (468, lift 2.7)
PC1 <= 14.58976
PC2 <= 0.9487218
PC18 > 0.3251283
-> class 2 [0.998]
Rule 29/12: (1135.1/2.2, lift 2.7)
PC1 <= 8.6641
PC2 <= 0.9487218
PC6 <= 0.6589279
-> class 2 [0.997]
Rule 29/13: (277, lift 2.7)
PC1 <= 14.58976
PC2 <= 0.9487218
PC3 <= 0.4954133
PC18 > 0.2485706
-> class 2 [0.996]
Default class: 1
Evaluation on training data (19937 cases):
Trial Rules
----- ----------------
No Errors
0 14 50( 0.3%)
1 9 169( 0.8%)
2 12 150( 0.8%)
3 13 49( 0.2%)
4 15 88( 0.4%)
5 10 94( 0.5%)
6 11 88( 0.4%)
7 11 4055(20.3%)
8 7 2771(13.9%)
9 9 92( 0.5%)
10 11 156( 0.8%)
11 15 98( 0.5%)
12 11 65( 0.3%)
13 14 50( 0.3%)
14 13 1381( 6.9%)
15 11 54( 0.3%)
16 9 1979( 9.9%)
17 13 80( 0.4%)
18 11 208( 1.0%)
19 15 229( 1.1%)
20 15 99( 0.5%)
21 9 113( 0.6%)
22 12 43( 0.2%)
23 15 53( 0.3%)
24 11 87( 0.4%)
25 12 63( 0.3%)
26 17 395( 2.0%)
27 12 59( 0.3%)
28 15 1513( 7.6%)
29 13 67( 0.3%)
boost 39( 0.2%) <<
(a) (b) (c) <-classified as
---- ---- ----
5248 1 (a): class 0
5196 (b): class 1
38 9454 (c): class 2
Attribute usage:
100.00% PC1
100.00% PC2
100.00% PC4
99.93% PC3
96.10% PC5
96.03% PC18
93.90% PC20
70.28% PC6
69.01% PC8
64.28% PC56
61.56% PC44
58.15% PC45
41.49% PC21
Time: 7.2 secs
# Testing model
predictions.validation_c50 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c50 <- postResample(predictions.validation_c50, validation.pca$BUILDINGID)
resamps.c50 Accuracy Kappa
0.9972997 0.9957365 Confusion Matrix and Statistics
Reference
Prediction 0 1 2
0 533 0 0
1 0 307 0
2 3 0 268
Overall Statistics
Accuracy : 0.9973
95% CI : (0.9921, 0.9994)
No Information Rate : 0.4824
P-Value [Acc > NIR] : < 2.2e-16
Kappa : 0.9957
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: 0 Class: 1 Class: 2
Sensitivity 0.9944 1.0000 1.0000
Specificity 1.0000 1.0000 0.9964
Pos Pred Value 1.0000 1.0000 0.9889
Neg Pred Value 0.9948 1.0000 1.0000
Prevalence 0.4824 0.2763 0.2412
Detection Rate 0.4797 0.2763 0.2412
Detection Prevalence 0.4797 0.2763 0.2439
Balanced Accuracy 0.9972 1.0000 0.9982Let’s predict the Building + the Floor
model_file = "c50_model2.rds"
if(LOAD_SAVED_MODELS) {
fitted_model <- load_model_from_disk(model_file)
} else {
f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
fit_control <- trainControl(method = "repeatedcv",
number = 10,
repeats = 3)
fitted_model <- fit_model(seed = 234654374,
num_workers = 12,
f,
data = training.pca,
method = "C5.0",
trControl = fit_control,
tuneLength = 15,
)
save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
Call:
(function (x, y, trials = 1, rules = FALSE, weights = NULL, control = C5.0Control(), costs = NULL, ...) { funcCall <- match.call(expand.dots
4.39558005604089, 4.39558005604089, 6.45409374279354, 6.45409374279354, 4.39558005604089, 4.39558005604089, 6.45409374279354,
6.45409374279354, 8.88235651146991, 8.88235651146991, 5.08108509503511, 8.88235651146991, 8.8823565114
C5.0 [Release 2.07 GPL Edition] Mon Nov 11 01:57:58 2019
-------------------------------
Class specified by attribute `outcome'
Read 19937 cases (101 attributes) from undefined.data
----- Trial 0: -----
Rules:
Rule 0/1: (68, lift 18.6)
PC2 > -0.3597415
PC13 <= 7.506931
PC18 > -0.4683644
PC22 <= 1.663426
PC31 > 0.09396035
PC56 <= -0.8766648
PC64 > 0.7359768
PC87 <= 0.1134392
-> class 0\|0 [0.986]
Rule 0/2: (69, lift 18.6)
PC7 > -0.9678689
PC9 > -0.03912339
PC18 > 2.052136
PC47 <= -0.6928324
-> class 0\|0 [0.986]
Rule 0/3: (57, lift 18.5)
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC42 > 2.376789
-> class 0\|0 [0.983]
Rule 0/4: (51, lift 18.5)
PC2 > -0.3597415
PC3 > -1.937042
PC18 > 2.866668
PC36 <= 2.200438
PC80 > -0.1646361
-> class 0\|0 [0.981]
Rule 0/5: (160/2, lift 18.5)
PC1 > -0.6081651
PC13 <= 7.506931
PC18 > 2.052136
PC45 <= 1.45463
PC47 <= -0.5593979
-> class 0\|0 [0.981]
Rule 0/6: (99/1, lift 18.5)
PC1 <= -0.3070439
PC2 > 1.40607
PC3 > -1.024403
PC6 > 0.1746644
PC18 > -0.4683644
PC97 <= 0.5021749
-> class 0\|0 [0.980]
Rule 0/7: (422/10, lift 18.3)
PC1 > -0.7768499
PC7 > -0.9678689
PC13 <= 7.506931
PC18 > 2.866668
PC25 <= 0.8011178
PC33 <= 3.426595
PC80 <= -0.1646361
PC90 <= 0.8855313
-> class 0\|0 [0.974]
Rule 0/8: (175/4, lift 18.3)
PC2 > -0.3597415
PC7 > -0.9678689
PC14 > -1.696286
PC14 <= 1.65295
PC18 > 2.866668
PC22 > 1.134607
PC52 > -6.357232
PC68 > -2.622206
PC87 <= 1.030551
-> class 0\|0 [0.972]
Rule 0/9: (261/7, lift 18.3)
PC1 > -0.6081651
PC18 > 2.052136
PC25 <= 0.6931889
PC49 <= 0.1205361
PC91 > -0.9572532
-> class 0\|0 [0.970]
Rule 0/10: (511/15, lift 18.2)
PC1 > -0.6081651
PC13 <= 7.506931
PC18 > 2.052136
PC25 <= 0.6931889
PC45 <= 1.45463
PC76 <= 0.2035909
-> class 0\|0 [0.969]
Rule 0/11: (29, lift 18.2)
PC13 <= 2.623859
PC18 > 1.199139
PC34 > 0.351562
PC37 > 1.546067
PC42 <= 1.606127
PC90 > -1.759266
-> class 0\|0 [0.968]
Rule 0/12: (19, lift 17.9)
PC2 > -0.3597415
PC8 > 0.2995794
PC18 > 1.032683
PC56 > -0.8766648
-> class 0\|0 [0.952]
Rule 0/13: (248/14, lift 17.7)
PC2 <= 6.573677
PC13 <= 7.506931
PC14 > -0.3768312
PC18 > 2.866668
PC33 <= 3.426595
PC39 > -1.807741
PC56 <= -0.3651294
PC58 > -1.056326
PC87 <= 1.030551
-> class 0\|0 [0.940]
Rule 0/14: (10, lift 17.3)
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -1.696286
PC18 > -0.4683644
PC18 <= 2.052136
PC40 <= -0.7952249
PC81 <= 1.436011
PC90 <= -1.759266
-> class 0\|0 [0.917]
Rule 0/15: (324/45, lift 16.2)
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC39 > -1.807741
PC52 > -6.357232
PC75 > 0.1302689
-> class 0\|0 [0.859]
Rule 0/16: (12/1, lift 16.1)
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC39 <= -1.807741
PC55 > -0.02489544
-> class 0\|0 [0.857]
Rule 0/17: (5, lift 16.1)
PC13 <= 7.506931
PC18 > 2.052136
PC18 <= 2.866668
PC42 <= -2.625215
-> class 0\|0 [0.857]
Rule 0/18: (51/8, lift 15.6)
PC1 <= -0.3070439
PC5 <= 2.286966
PC18 > 0.5778062
PC23 > -1.161828
PC24 > 1.251147
PC90 > 0.03978433
-> class 0\|0 [0.830]
Rule 0/19: (364/3, lift 14.5)
PC2 > -0.3597415
PC3 <= 1.640775
PC5 <= 2.286966
PC6 <= 0.1746644
PC13 <= 2.623859
PC18 > 0.5778062
PC18 <= 2.052136
PC24 <= 1.251147
PC37 <= 1.546067
PC42 <= 1.16367
PC43 > -2.447127
PC56 > -0.8766648
PC90 > -1.759266
-> class 0\|1 [0.989]
Rule 0/20: (80, lift 14.5)
PC2 > 6.573677
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC22 <= 1.134607
PC42 <= 2.376789
PC56 <= -0.3651294
PC80 > -0.1646361
-> class 0\|1 [0.988]
Rule 0/21: (60, lift 14.5)
PC1 <= -0.3070439
PC2 > -0.3597415
PC3 <= 1.640775
PC10 <= 2.304561
PC18 > -1.750188
PC18 <= -0.4683644
PC44 > 0.9770174
PC71 > -0.5571426
-> class 0\|1 [0.984]
Rule 0/22: (114/1, lift 14.4)
PC2 > 1.40607
PC3 <= 1.640775
PC5 <= 2.286966
PC6 <= 0.1746644
PC18 > -0.4683644
PC18 <= 0.5778062
PC23 > -1.161828
PC42 <= 1.16367
PC56 > -0.8766648
PC59 > -0.09513818
-> class 0\|1 [0.983]
Rule 0/23: (106/1, lift 14.4)
PC1 <= -0.6081651
PC7 <= -0.9678689
PC18 > 2.052136
PC42 <= 2.376789
PC75 <= 0.1302689
-> class 0\|1 [0.981]
Rule 0/24: (47, lift 14.4)
PC1 <= -0.7768499
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC39 > -1.807741
PC80 <= -0.1646361
PC87 <= 1.030551
-> class 0\|1 [0.980]
Rule 0/25: (193/3, lift 14.4)
PC2 > -0.3597415
PC3 <= 1.640775
PC5 <= 2.286966
PC6 <= 0.1746644
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 1.199139
PC23 > -1.161828
PC34 > 0.351562
PC81 <= 1.436011
PC84 > -2.63774
-> class 0\|1 [0.979]
Rule 0/26: (46, lift 14.4)
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC52 <= -6.357232
-> class 0\|1 [0.979]
Rule 0/27: (46, lift 14.4)
PC1 <= -0.6081651
PC7 > -0.9678689
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC22 <= 1.134607
PC39 > -1.807741
PC42 <= 2.376789
PC58 <= -1.056326
PC80 > -0.1646361
-> class 0\|1 [0.979]
Rule 0/28: (117/2, lift 14.3)
PC1 <= -0.6081651
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC18 <= 2.866668
PC20 <= 5.525657
PC39 > -1.807741
PC42 > -2.625215
PC47 > -0.6928324
PC87 <= 1.030551
-> class 0\|1 [0.975]
Rule 0/29: (34, lift 14.3)
PC1 <= -0.3070439
PC3 <= 1.640775
PC18 > -2.566521
PC18 <= -0.4683644
PC30 > -0.05167554
PC46 <= -1.308755
-> class 0\|1 [0.972]
Rule 0/30: (24, lift 14.1)
PC1 > -0.6081651
PC18 > 2.052136
PC47 > -0.5593979
PC49 > 0.1205361
PC76 > 0.2035909
PC86 > -0.2003686
-> class 0\|1 [0.962]
Rule 0/31: (22, lift 14.1)
PC1 <= -0.3070439
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -0.1320704
PC18 > -0.4683644
PC87 > 1.030551
-> class 0\|1 [0.958]
Rule 0/32: (90/3, lift 14.1)
PC5 > 2.286966
PC13 <= 7.506931
PC14 > -1.696286
PC18 > -0.4683644
PC20 > 3.506962
PC81 <= 1.436011
-> class 0\|1 [0.957]
Rule 0/33: (92/3, lift 14.1)
PC1 <= -0.6081651
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -1.696286
PC18 > -0.4683644
PC25 > 0.8011178
PC80 <= -0.1646361
PC87 <= 1.030551
-> class 0\|1 [0.957]
Rule 0/34: (21, lift 14.1)
PC1 <= -0.6081651
PC14 > 1.65295
PC18 > 2.866668
PC22 > 1.134607
-> class 0\|1 [0.957]
Rule 0/35: (17, lift 13.9)
PC2 > 1.40607
PC3 <= 1.640775
PC13 <= 7.506931
PC14 > -1.696286
PC18 > -0.4683644
PC22 > 1.663426
PC56 <= -0.8766648
PC90 > -1.759266
-> class 0\|1 [0.947]
Rule 0/36: (15, lift 13.8)
PC1 <= -0.6081651
PC2 > -0.3597415
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC33 > 3.426595
-> class 0\|1 [0.941]
Rule 0/37: (197/11, lift 13.8)
PC1 <= -0.6081651
PC3 <= -1.937042
PC13 <= 7.506931
PC14 > -1.696286
PC18 > 2.052136
PC22 <= 1.134607
PC39 > -1.807741
PC56 > -0.3651294
PC80 > -0.1646361
PC87 <= 1.030551
-> class 0\|1 [0.940]
Rule 0/38: (46/2, lift 13.8)
PC1 <= -0.3070439
PC2 > 1.40607
PC5 <= 2.286966
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 2.052136
PC31 <= 0.09396035
PC42 <= 1.606127
PC56 <= -0.8766648
PC90 > -1.759266
-> class 0\|1 [0.938]
Rule 0/39: (10, lift 13.5)
PC1 > -0.6081651
PC18 > 2.052136
PC43 > -1.308319
PC45 > 1.45463
-> class 0\|1 [0.917]
Rule 0/40: (32/2, lift 13.4)
PC13 > 7.506931
PC18 > 3.718587
PC97 > -0.9378464
-> class 0\|1 [0.912]
Rule 0/41: (63/6, lift 13.1)
PC1 <= -0.6081651
PC2 > 1.40607
PC13 <= 7.506931
PC18 > -0.4683644
PC39 > -1.807741
PC42 <= 2.376789
PC80 <= -0.1646361
PC87 <= 1.030551
PC90 > 0.8855313
-> class 0\|1 [0.892]
Rule 0/42: (5, lift 12.6)
PC13 > 7.506931
PC18 <= 3.718587
PC19 > -0.2274304
PC35 <= -0.3969824
-> class 0\|1 [0.857]
Rule 0/43: (11/1, lift 12.4)
PC3 <= 1.640775
PC10 > -5.847729
PC18 <= -0.4683644
PC78 > 2.983765
PC78 <= 3.454035
-> class 0\|1 [0.846]
Rule 0/44: (2278/1563, lift 4.6)
PC2 > -0.3597415
PC10 <= -0.981194
PC16 > -0.6265995
-> class 0\|1 [0.314]
Rule 0/45: (56, lift 13.6)
PC1 <= -0.3070439
PC2 > -0.3597415
PC5 > 2.286966
PC13 <= 7.506931
PC14 > -1.696286
PC18 > -0.4683644
PC18 <= 2.052136
PC20 <= 3.506962
PC42 <= 1.606127
PC81 <= 1.436011
-> class 0\|2 [0.983]
Rule 0/46: (52, lift 13.6)
PC4 <= 7.856577
PC8 <= 0.04132327
PC10 <= -1.290476
PC18 <= -0.4683644
PC40 > 0.6266178
PC68 > 0.3214176
PC71 <= 0.4534237
-> class 0\|2 [0.981]
Rule 0/47: (93/1, lift 13.5)
PC13 > 7.506931
PC18 > -0.4683644
PC18 <= 3.718587
PC20 > -7.074862
PC35 > -0.3969824
PC36 <= 1.476349
PC68 > -0.1824437
PC69 <= -0.6675636
-> class 0\|2 [0.979]
Rule 0/48: (38, lift 13.5)
PC1 <= -0.3070439
PC4 <= 7.856577
PC10 <= -1.290476
PC18 <= -1.750188
PC20 > -2.079915
PC29 > -1.189992
PC64 <= -0.4628634
PC67 > -0.4977033
PC68 <= 0.3214176
-> class 0\|2 [0.975]
Rule 0/49: (262/7, lift 13.4)
PC1 <= -0.3070439
PC2 > 5.56539
PC11 > -0.06482229
PC18 > -1.750188
PC18 <= -0.4683644
PC20 > -3.606491
PC41 <= 0.2630978
PC43 <= 1.773609
PC44 <= 0.9770174
PC75 <= 0.1795085
-> class 0\|2 [0.970]
Rule 0/50: (63/1, lift 13.4)
PC1 <= -0.3070439
PC2 > -0.3597415
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 2.052136
PC23 > -1.161828
PC37 <= 1.546067
PC42 > 1.16367
PC74 <= -0.3051681
-> class 0\|2 [0.969]
Rule 0/51: (110/3, lift 13.3)
PC1 <= -0.3070439
PC2 > -0.3597415
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 2.052136
PC42 > 1.606127
PC42 <= 3.766
PC51 > -0.3373048
PC95 > -0.6391228
-> class 0\|2 [0.964]
Rule 0/52: (23, lift 13.3)
PC4 <= 7.856577
PC10 <= -1.290476
PC18 <= -0.4683644
PC27 <= -1.638894
-> class 0\|2 [0.960]
Rule 0/53: (95/3, lift 13.2)
PC4 > 8.431403
PC10 > -5.847729
PC18 <= -0.4683644
PC19 > -0.119457
PC77 <= 1.199758
-> class 0\|2 [0.959]
Rule 0/54: (22, lift 13.2)
PC2 > 1.40607
PC18 > -0.4683644
PC18 <= 2.052136
PC23 <= -1.161828
PC39 > 0.624705
PC47 <= 4.410915
PC77 <= -0.1649441
-> class 0\|2 [0.958]
Rule 0/55: (272/11, lift 13.2)
PC1 <= -0.3070439
PC2 > -0.3597415
PC3 <= 1.640775
PC11 > -0.06482229
PC18 > -1.750188
PC18 <= -0.4683644
PC19 <= 0.07937676
PC20 > -3.606491
PC22 > -2.189345
PC38 > -0.5062765
PC41 <= 0.2630978
PC43 <= 1.773609
PC44 <= 0.9770174
PC75 <= 0.1795085
PC78 <= 2.210796
PC98 <= 1.220614
-> class 0\|2 [0.956]
Rule 0/56: (20, lift 13.2)
PC4 <= 7.856577
PC7 <= 0.09385853
PC18 <= -1.750188
PC46 > -1.308755
PC67 <= -0.4977033
PC78 <= 2.983765
-> class 0\|2 [0.955]
Rule 0/57: (40/1, lift 13.2)
PC10 <= -2.055506
PC18 <= -1.750188
PC34 <= -1.937301
PC94 > 0.3758137
-> class 0\|2 [0.952]
Rule 0/58: (95/4, lift 13.1)
PC1 <= -0.3070439
PC8 > 0.04132327
PC18 <= -1.750188
PC22 <= 2.148456
PC37 <= 0.6241781
PC46 > -1.308755
PC78 <= 1.550604
PC98 <= 0.2488463
-> class 0\|2 [0.948]
Rule 0/59: (17, lift 13.1)
PC1 <= -0.3070439
PC7 <= -0.2971649
PC8 <= 0.04132327
PC18 <= -1.750188
PC38 <= 0.177453
PC46 > -1.308755
PC75 <= -0.6070368
-> class 0\|2 [0.947]
Rule 0/60: (17, lift 13.1)
PC1 <= -0.3070439
PC2 > 1.40607
PC18 > -0.4683644
PC18 <= 2.052136
PC23 <= -1.161828
PC47 <= 4.410915
PC77 <= -0.1649441
PC99 <= 0.3426662
-> class 0\|2 [0.947]
Rule 0/61: (35/1, lift 13.1)
PC1 <= -0.3070439
PC2 > -0.3597415
PC15 > 0.1087952
PC18 > -1.750188
PC18 <= -0.4683644
PC20 > -3.606491
PC43 <= 1.773609
PC46 > -1.308755
PC75 > 0.1795085
PC78 <= 2.210796
-> class 0\|2 [0.946]
Rule 0/62: (71/3, lift 13.1)
PC10 <= -5.847729
PC18 <= -1.750188
PC46 > -1.308755
-> class 0\|2 [0.945]
Rule 0/63: (52/2, lift 13.0)
PC1 <= -0.3070439
PC2 > -0.3597415
PC8 > 0.04132327
PC18 <= -1.750188
PC37 <= 0.6241781
PC46 > -1.308755
PC65 <= 0.2798273
PC78 <= 1.550604
-> class 0\|2 [0.944]
Rule 0/64: (13, lift 12.9)
PC10 <= -1.290476
PC18 <= -0.4683644
PC58 <= -1.250211
PC64 <= -0.4628634
-> class 0\|2 [0.933]
Rule 0/65: (56/3, lift 12.9)
PC1 <= -0.3070439
PC2 > -0.3597415
PC4 > -7.746524
PC8 > 0.04132327
PC18 <= -1.750188
PC46 > -1.308755
PC49 > 0.636273
-> class 0\|2 [0.931]
Rule 0/66: (12, lift 12.8)
PC1 <= -0.3070439
PC8 <= 0.04132327
PC18 <= -1.750188
PC64 <= -0.4628634
PC78 <= 2.983765
PC99 <= -1.620779
-> class 0\|2 [0.929]
Rule 0/67: (12, lift 12.8)
PC8 <= 0.04132327
PC10 <= -1.290476
PC18 <= -1.750188
PC46 > -1.308755
PC57 > 1.004297
PC78 <= 2.983765
-> class 0\|2 [0.929]
Rule 0/68: (12, lift 12.8)
PC7 <= -0.2971649
PC8 <= 0.04132327
PC18 <= -1.750188
PC57 > 1.412483
PC78 <= 2.983765
-> class 0\|2 [0.929]
Rule 0/69: (146/11, lift 12.7)
PC4 <= -7.746524
PC18 <= -0.4683644
PC94 <= 1.015922
-> class 0\|2 [0.919]
Rule 0/70: (7, lift 12.3)
PC10 <= -1.290476
PC18 <= -0.4683644
PC34 > -1.937301
PC46 > -1.308755
PC48 > 0.2305539
PC64 <= -0.4628634
PC67 > -0.4977033
PC68 <= 0.3214176
PC78 <= 2.983765
-> class 0\|2 [0.889]
Rule 0/71: (6, lift 12.1)
PC4 > -7.746524
PC8 <= 0.04132327
PC10 <= -1.290476
PC18 <= -1.750188
PC67 > -0.4977033
PC71 > 0.4534237
PC78 <= 2.983765
-> class 0\|2 [0.875]
Rule 0/72: (6, lift 12.1)
PC7 <= -0.2971649
PC8 <= 0.04132327
PC18 <= -0.4683644
PC36 <= -3.027431
-> class 0\|2 [0.875]
Rule 0/73: (6, lift 12.1)
PC4 > 2.43225
PC18 > -1.750188
PC18 <= -0.4683644
PC43 > 1.773609
-> class 0\|2 [0.875]
Rule 0/74: (20/2, lift 11.9)
PC2 > 1.40607
PC9 > 0.5654702
PC46 > -1.308755
PC78 > 2.983765
-> class 0\|2 [0.864]
Rule 0/75: (41/5, lift 11.9)
PC1 <= -0.3070439
PC2 > 1.40607
PC5 <= 2.286966
PC6 <= 0.1746644
PC18 > -0.4683644
PC18 <= 2.052136
PC23 <= -1.161828
PC47 <= 4.410915
PC81 <= 1.436011
PC94 > -0.1812697
-> class 0\|2 [0.860]
Rule 0/76: (153/21, lift 11.9)
PC1 <= -0.3070439
PC2 > -0.3597415
PC3 <= 1.640775
PC18 > -1.750188
PC18 <= -0.4683644
PC20 > -3.606491
PC41 <= 0.2630978
PC44 <= 0.9770174
PC56 <= 0.1838269
PC99 > -0.3814424
PC100 <= 0.4196316
-> class 0\|2 [0.858]
Rule 0/77: (35/8, lift 10.5)
PC1 <= -0.3070439
PC2 > -0.3597415
PC10 <= 2.304561
PC18 > -1.750188
PC18 <= -0.4683644
PC71 <= -0.5571426
-> class 0\|2 [0.757]
Rule 0/78: (9385/7942, lift 2.1)
PC2 > -0.3597415
-> class 0\|2 [0.154]
Rule 0/79: (64, lift 14.1)
PC1 <= -0.3070439
PC2 > -0.3597415
PC4 <= 2.43225
PC18 <= -0.4683644
PC43 > 1.773609
-> class 0\|3 [0.985]
Rule 0/80: (64, lift 14.1)
PC2 > -0.3597415
PC3 <= 1.640775
PC18 <= -0.4683644
PC44 <= 0.9770174
PC54 > 3.123281
-> class 0\|3 [0.985]
Rule 0/81: (44, lift 14.0)
PC1 <= -0.3070439
PC2 > -0.3597415
PC18 <= -0.4683644
PC22 > 2.148456
PC46 > -1.308755
PC98 <= 0.2488463
-> class 0\|3 [0.978]
Rule 0/82: (41, lift 14.0)
PC1 <= -0.3070439
PC2 > -0.3597415
PC15 <= 0.1087952
PC18 > -1.750188
PC18 <= -0.4683644
PC28 > -2.092532
PC48 > -0.3274485
PC56 > 0.1838269
PC75 > 0.1795085
PC78 <= 2.210796
-> class 0\|3 [0.977]
Rule 0/83: (34, lift 13.9)
PC1 <= -0.3070439
PC2 > -0.3597415
PC18 <= -0.4683644
PC20 > -3.606491
PC44 <= 0.9770174
PC48 > -0.3274485
PC56 <= 0.1838269
PC75 > 0.1795085
PC94 <= 0.5303116
PC100 > 0.4196316
-> class 0\|3 [0.972]
Rule 0/84: (34, lift 13.9)
PC13 > 7.506931
PC36 > 1.476349
-> class 0\|3 [0.972]
Rule 0/85: (28, lift 13.9)
PC2 > -0.3597415
PC13 <= 7.506931
PC18 <= 2.052136
PC42 > 1.606127
PC51 > -0.3373048
PC84 > -2.63774
PC95 <= -0.6391228
-> class 0\|3 [0.967]
Rule 0/86: (27, lift 13.8)
PC1 <= -0.3070439
PC2 > -0.3597415
PC18 > -0.4683644
PC47 > 4.410915
-> class 0\|3 [0.966]
Rule 0/87: (24, lift 13.8)
PC2 > -0.3597415
PC42 > 3.766
PC51 > -0.3373048
PC84 > -2.63774
-> class 0\|3 [0.962]
Rule 0/88: (120/4, lift 13.7)
PC1 <= -0.3070439
PC15 <= 0.1087952
PC18 <= -0.4683644
PC48 > -0.3274485
PC75 > 0.1795085
PC78 <= 2.210796
PC94 <= 0.5303116
PC99 <= -0.3814424
-> class 0\|3 [0.959]
Rule 0/89: (36/1, lift 13.6)
PC13 > 7.506931
PC18 <= 1.370383
PC68 <= -0.1824437
PC84 > -2.63774
-> class 0\|3 [0.947]
Rule 0/90: (52/2, lift 13.5)
PC18 > -1.750188
PC18 <= -0.4683644
PC20 <= -3.606491
-> class 0\|3 [0.944]
Rule 0/91: (16, lift 13.5)
PC2 > -0.3597415
PC2 <= 5.56539
PC11 > -0.06482229
PC18 <= -0.4683644
PC20 > -3.606491
PC38 <= -0.5062765
PC75 <= 0.1795085
PC78 <= 2.210796
PC98 <= 1.220614
-> class 0\|3 [0.944]
Rule 0/92: (14, lift 13.4)
PC10 > 2.304561
PC18 > -1.750188
PC18 <= -0.4683644
PC26 <= 0.8292276
PC44 > 0.9770174
-> class 0\|3 [0.938]
Rule 0/93: (23/1, lift 13.2)
PC1 <= -0.3070439
PC2 > 1.40607
PC18 > -0.4683644
PC84 <= -2.63774
-> class 0\|3 [0.920]
Rule 0/94: (10, lift 13.1)
PC3 > -4.73843
PC13 > 7.506931
PC18 <= 3.718587
PC35 > -0.3969824
PC68 > -0.1824437
PC69 > -0.6675636
-> class 0\|3 [0.917]
Rule 0/95: (8, lift 12.9)
PC1 <= -0.3070439
PC2 > -0.3597415
PC13 > -1.024433
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 2.052136
PC71 > 0.2103852
PC81 > 1.436011
-> class 0\|3 [0.900]
Rule 0/96: (16/1, lift 12.7)
PC1 <= -0.3070439
PC2 > -0.3597415
PC11 <= -0.06482229
PC18 > -1.750188
PC18 <= -0.4683644
PC43 <= 1.773609
PC44 <= 0.9770174
PC75 <= 0.1795085
-> class 0\|3 [0.889]
Rule 0/97: (16/3, lift 11.1)
PC1 <= -0.3070439
PC2 > -0.3597415
PC18 <= -0.4683644
PC41 > 0.2630978
PC44 <= 0.9770174
PC72 <= -0.3612
-> class 0\|3 [0.778]
Rule 0/98: (10/2, lift 10.7)
PC11 <= -0.07236598
PC18 <= -2.566521
PC46 <= -1.308755
-> class 0\|3 [0.750]
Rule 0/99: (5/1, lift 10.2)
PC14 > -1.696286
PC18 > -0.4683644
PC20 <= -7.074862
-> class 0\|3 [0.714]
Rule 0/100: (1565/509, lift 9.7)
PC1 <= -0.3070439
PC2 > -0.3597415
PC18 <= -1.750188
PC46 > -1.308755
-> class 0\|3 [0.675]
Rule 0/101: (409, lift 14.5)
PC1 > -0.3070439
PC2 > -0.3597415
PC15 <= -3.158463
PC16 <= -0.6265995
PC59 <= 0.2982754
PC79 > -0.125616
-> class 1\|0 [0.998]
Rule 0/102: (235, lift 14.5)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC19 > -1.654058
PC21 > 0.5793239
PC21 <= 1.737025
PC59 <= 0.2853933
PC100 > -1.977608
-> class 1\|0 [0.996]
Rule 0/103: (169, lift 14.5)
PC5 > -8.077663
PC16 <= -5.252293
PC46 > -0.6472868
PC65 > -0.01919863
-> class 1\|0 [0.994]
Rule 0/104: (143, lift 14.5)
PC1 > -0.3070439
PC2 > -0.3597415
PC11 <= 1.279259
PC15 <= -3.158463
PC16 <= -0.6265995
PC83 <= -0.003098253
-> class 1\|0 [0.993]
Rule 0/105: (136, lift 14.5)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC24 <= 3.063677
PC47 <= -1.166529
PC59 <= 0.2558552
PC60 <= 1.001178
-> class 1\|0 [0.993]
Rule 0/106: (142, lift 14.5)
PC1 > -0.3070439
PC13 > -0.6868162
PC16 <= -0.6265995
PC19 > 2.494776
PC21 <= 0.5793239
PC42 <= 1.156377
PC55 > -0.662703
PC93 > -0.7267913
-> class 1\|0 [0.993]
Rule 0/107: (70, lift 14.4)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC19 > -1.654058
PC21 <= 0.5793239
PC80 <= -0.9984035
-> class 1\|0 [0.986]
Rule 0/108: (190/2, lift 14.3)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 <= -1.848832
PC18 > -0.4076831
PC59 > -0.4169586
-> class 1\|0 [0.984]
Rule 0/109: (44, lift 14.3)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC19 > -1.654058
PC29 <= 0.1615681
PC60 > 1.001178
-> class 1\|0 [0.978]
Rule 0/110: (21, lift 13.9)
PC1 > -0.3070439
PC14 <= -1.148291
PC16 <= 1.05342
PC29 <= -0.2107319
-> class 1\|0 [0.957]
Rule 0/111: (107/9, lift 13.2)
PC1 > -0.3070439
PC2 > -0.3597415
PC7 <= 10.48223
PC18 > 0.1115837
PC22 <= 2.469559
PC62 <= -0.9853907
PC86 > -2.286996
-> class 1\|0 [0.908]
Rule 0/112: (18/1, lift 13.1)
PC1 > -0.3070439
PC20 > -0.3088932
PC24 > 3.063677
-> class 1\|0 [0.900]
Rule 0/113: (569/111, lift 11.7)
PC1 > 3.397695
PC2 <= -0.3597415
PC11 <= 1.792143
PC19 > -0.2747966
PC44 > -1.914118
PC44 <= 1.688985
-> class 1\|0 [0.804]
Rule 0/114: (15/4, lift 10.3)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC21 <= 0.5793239
PC49 <= 0.02847519
PC62 > -0.9853907
PC97 <= -1.233248
-> class 1\|0 [0.706]
Rule 0/115: (54, lift 13.2)
PC1 > 3.397695
PC2 <= -0.3597415
PC10 > 0.9532421
PC19 > -0.2747966
PC32 <= 1.907613
-> class 1\|1 [0.982]
Rule 0/116: (39, lift 13.1)
PC1 > 3.397695
PC6 <= -2.210248
PC8 > -5.19668
PC11 > 1.792143
PC11 <= 7.177605
PC71 > -0.9431936
PC82 <= 0.4836491
-> class 1\|1 [0.976]
Rule 0/117: (74/1, lift 13.1)
PC2 <= -0.3597415
PC7 <= -5.659957
PC11 <= 1.792143
PC24 <= -2.494293
PC44 > -1.914118
-> class 1\|1 [0.974]
Rule 0/118: (65/1, lift 13.0)
PC1 > 6.82987
PC4 > -0.5932539
PC11 <= 1.792143
PC19 <= -0.2747966
PC44 > -1.914118
PC44 <= 1.688985
-> class 1\|1 [0.970]
Rule 0/119: (29, lift 13.0)
PC1 > 3.397695
PC2 <= -0.3597415
PC19 > -0.2747966
PC56 > -0.09367753
PC86 > 0.5252105
-> class 1\|1 [0.968]
Rule 0/120: (23, lift 12.9)
PC15 > -3.158463
PC16 <= -5.252293
PC46 <= -0.6472868
-> class 1\|1 [0.960]
Rule 0/121: (15, lift 12.6)
PC2 <= -0.3597415
PC7 > -5.659957
PC11 <= 1.792143
PC43 <= -1.725613
PC44 > -1.914118
PC47 > 1.711595
-> class 1\|1 [0.941]
Rule 0/122: (11, lift 12.4)
PC6 > 9.260503
PC80 > 1.678628
-> class 1\|1 [0.923]
Rule 0/123: (8, lift 12.1)
PC1 > 3.397695
PC8 > -5.19668
PC11 > 1.792143
PC12 > 1.363193
-> class 1\|1 [0.900]
Rule 0/124: (6, lift 11.8)
PC1 > -0.3070439
PC2 > -0.3597415
PC15 <= -3.158463
PC16 <= -0.6265995
PC59 > 0.2982754
PC83 > -0.003098253
-> class 1\|1 [0.875]
Rule 0/125: (4064/2838, lift 4.1)
PC1 > -0.3070439
PC2 > -0.3597415
-> class 1\|1 [0.302]
Rule 0/126: (1168/986, lift 2.1)
PC2 > -0.3597415
PC2 <= 1.40607
PC4 > 0.2359525
-> class 1\|1 [0.156]
Rule 0/127: (182, lift 14.2)
PC2 > -0.3597415
PC5 <= -5.964991
PC16 > 1.05342
PC84 > -0.1487194
-> class 1\|2 [0.995]
Rule 0/128: (176, lift 14.2)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 > -1.848832
PC15 <= 4.136679
PC16 > 1.05342
PC25 > -0.6920942
PC29 > -0.4518729
PC43 > -0.4694491
PC73 > -0.4265494
PC80 > -1.360059
PC100 > 0.3512199
-> class 1\|2 [0.994]
Rule 0/129: (295/1, lift 14.2)
PC1 > -0.3070439
PC2 > -0.3597415
PC5 > 2.990929
PC14 > -1.848832
PC16 > 1.05342
PC21 <= 0.5938643
-> class 1\|2 [0.993]
Rule 0/130: (121, lift 14.2)
PC3 > 8.789229
PC16 > 1.05342
PC67 <= 0.2928944
PC100 <= 0.3512199
-> class 1\|2 [0.992]
Rule 0/131: (112, lift 14.2)
PC1 > 3.397695
PC6 > -2.210248
PC11 > 1.792143
PC12 <= 1.363193
PC13 <= -0.03395761
-> class 1\|2 [0.991]
Rule 0/132: (103, lift 14.1)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 > -1.848832
PC16 > 1.05342
PC33 > -0.4174343
PC60 <= -0.9345402
-> class 1\|2 [0.990]
Rule 0/133: (78, lift 14.1)
PC8 > 1.821823
PC16 > 1.05342
PC21 <= 0.5938643
PC46 <= 0.4348889
-> class 1\|2 [0.988]
Rule 0/134: (214/2, lift 14.1)
PC2 > -0.3597415
PC6 <= -4.412595
PC15 > -1.768461
PC16 > 1.05342
-> class 1\|2 [0.986]
Rule 0/135: (146/1, lift 14.1)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 > -1.848832
PC15 <= 4.136679
PC16 > 1.05342
PC25 > -0.6920942
PC29 > -0.4518729
PC35 > -0.2076501
PC43 > -0.4694491
PC100 > 0.3512199
-> class 1\|2 [0.986]
Rule 0/136: (65, lift 14.1)
PC1 > 3.397695
PC6 > -2.210248
PC33 > 0.9249888
PC79 <= 0.5068917
-> class 1\|2 [0.985]
Rule 0/137: (56, lift 14.0)
PC1 > -0.3070439
PC14 > -1.848832
PC16 > -0.6265995
PC29 > -0.4518729
PC70 > 0.6210412
PC100 > 0.3512199
-> class 1\|2 [0.983]
Rule 0/138: (53, lift 14.0)
PC1 > -0.3070439
PC16 > -0.6265995
PC70 > 0.9465385
-> class 1\|2 [0.982]
Rule 0/139: (50, lift 14.0)
PC1 > 3.397695
PC11 <= 1.792143
PC44 <= -1.914118
-> class 1\|2 [0.981]
Rule 0/140: (49, lift 14.0)
PC2 <= -0.3597415
PC7 <= -5.659957
PC11 <= 1.792143
PC24 > -2.494293
-> class 1\|2 [0.980]
Rule 0/141: (179/3, lift 14.0)
PC1 > -0.3070439
PC2 > -0.3597415
PC10 > -0.07210828
PC14 > -1.848832
PC14 <= 0.8214871
PC16 > -0.6265995
PC16 <= 1.05342
PC17 > -0.9400955
PC21 <= -0.3580565
PC29 > -0.2107319
-> class 1\|2 [0.978]
Rule 0/142: (133/2, lift 14.0)
PC1 > -0.3070439
PC2 > -0.3597415
PC10 > -0.07210828
PC14 <= 0.8214871
PC16 > -0.6265995
PC16 <= 1.05342
PC29 > -0.2107319
PC63 <= -0.4591177
PC65 > -0.3348706
PC94 <= 1.13516
-> class 1\|2 [0.978]
Rule 0/143: (43, lift 14.0)
PC1 > -0.3070439
PC2 > -0.3597415
PC10 > -0.07210828
PC16 > -0.6265995
PC21 > -0.3580565
PC29 > -0.2107319
PC36 <= -0.1896959
PC63 > -0.4591177
-> class 1\|2 [0.978]
Rule 0/144: (87/1, lift 14.0)
PC1 > -0.3070439
PC8 <= 1.821823
PC16 > 1.05342
PC23 > 2.321732
PC100 <= 0.3512199
-> class 1\|2 [0.978]
Rule 0/145: (164/3, lift 13.9)
PC1 > 3.397695
PC2 <= -2.2027
PC6 > -2.210248
PC8 > -5.19668
PC11 > 1.792143
PC22 > -4.430267
PC71 > -0.9431936
PC79 <= 0.5068917
-> class 1\|2 [0.976]
Rule 0/146: (39, lift 13.9)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 > 1.05342
PC95 > 0.2708533
PC100 > -0.002076778
PC100 <= 0.3512199
-> class 1\|2 [0.976]
Rule 0/147: (27, lift 13.8)
PC2 > -0.3597415
PC13 <= 0.1033681
PC16 <= -0.6265995
PC19 <= -1.654058
-> class 1\|2 [0.966]
Rule 0/148: (21, lift 13.7)
PC1 <= -0.3070439
PC3 > 1.640775
PC16 > -2.320907
-> class 1\|2 [0.957]
Rule 0/149: (39/1, lift 13.6)
PC1 <= 3.397695
PC2 > -1.263294
PC2 <= -0.3597415
PC6 > 9.260503
PC58 > 0.3930865
PC80 <= 1.678628
-> class 1\|2 [0.951]
Rule 0/150: (18, lift 13.6)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 > 9.260503
PC38 > 0.05432967
-> class 1\|2 [0.950]
Rule 0/151: (16, lift 13.5)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC42 > 1.156377
PC80 > -0.9984035
PC92 > 0.147309
-> class 1\|2 [0.944]
Rule 0/152: (359/41, lift 12.6)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 > -1.848832
PC16 > 1.05342
PC55 > 0.368111
-> class 1\|2 [0.884]
Rule 0/153: (6, lift 12.5)
PC1 > 3.397695
PC6 <= -2.210248
PC8 > -5.19668
PC11 > 7.177605
-> class 1\|2 [0.875]
Rule 0/154: (9/1, lift 11.7)
PC1 > -0.3070439
PC1 <= 0.7463506
PC16 > -5.252293
PC16 <= -0.6265995
PC21 <= 0.5793239
PC93 <= -0.7267913
-> class 1\|2 [0.818]
Rule 0/155: (507/1, lift 20.9)
PC1 > -0.3070439
PC2 > -0.3597415
PC3 <= 8.789229
PC5 > -5.964991
PC5 <= 2.990929
PC8 <= 1.821823
PC16 > 1.05342
PC17 > -1.147186
PC60 > -0.9345402
PC70 <= 0.9465385
PC100 <= -0.002076778
-> class 1\|3 [0.996]
Rule 0/156: (31, lift 20.4)
PC2 > -1.263294
PC2 <= -0.3597415
PC6 > 9.260503
PC38 <= 0.05432967
PC58 <= 0.3930865
-> class 1\|3 [0.970]
Rule 0/157: (29, lift 20.4)
PC1 > -0.3070439
PC2 > -0.3597415
PC14 > 0.8214871
PC16 <= 1.05342
-> class 1\|3 [0.968]
Rule 0/158: (28, lift 20.3)
PC1 > -0.3070439
PC2 > -0.3597415
PC5 <= 2.990929
PC46 > 0.4348889
PC55 > 0.4786824
PC100 <= 0.3512199
-> class 1\|3 [0.967]
Rule 0/159: (49/1, lift 20.2)
PC1 > 3.397695
PC2 > -2.2027
PC2 <= -0.3597415
PC11 > 1.792143
PC13 > -0.03395761
PC33 <= 0.9249888
-> class 1\|3 [0.961]
Rule 0/160: (13, lift 19.6)
PC1 > 3.397695
PC2 <= -0.3597415
PC8 > -5.19668
PC11 > 1.792143
PC79 > 0.5068917
-> class 1\|3 [0.933]
Rule 0/161: (25/2, lift 18.7)
PC1 > -0.3070439
PC2 > -0.3597415
PC10 > -0.981194
PC10 <= -0.07210828
PC15 > -1.47492
PC16 > -0.6265995
PC16 <= 1.05342
PC21 <= 0.5938643
PC49 <= 0.02529402
-> class 1\|3 [0.889]
Rule 0/162: (5, lift 18.0)
PC11 > 1.792143
PC22 <= -4.430267
-> class 1\|3 [0.857]
Rule 0/163: (3, lift 16.8)
PC1 <= 3.397695
PC2 <= -0.3597415
PC7 <= -3.873923
PC28 > 0.0467756
-> class 1\|3 [0.800]
Rule 0/164: (7/2, lift 14.0)
PC1 > -0.3070439
PC2 > -0.3597415
PC21 > 0.5793239
PC100 <= -1.977608
-> class 1\|3 [0.667]
Rule 0/165: (1182/440, lift 13.2)
PC1 > -0.3070439
PC2 > -0.3597415
PC5 <= 2.990929
PC14 > -1.848832
PC16 > 1.05342
-> class 1\|3 [0.628]
Rule 0/166: (118/45, lift 13.0)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 > -0.6265995
PC21 > 0.5938643
-> class 1\|3 [0.617]
Rule 0/167: (976, lift 10.3)
PC7 > 0.615802
PC8 > 0.4571002
PC17 > -0.2147705
PC18 > -0.390166
PC19 <= -0.2471799
PC20 <= -0.1114585
PC30 <= 0.1586158
PC60 > -0.4210835
PC63 <= 0.08118203
PC74 > -0.5773699
-> class 2\|0 [0.999]
Rule 0/168: (552, lift 10.2)
PC7 > 0.615802
PC8 > 0.4571002
PC11 > -0.9598376
PC20 <= -0.1114585
PC45 <= -0.1791222
PC62 <= 0.8131595
-> class 2\|0 [0.998]
Rule 0/169: (1281/2, lift 10.2)
PC7 > 0.615802
PC8 > 0.4571002
PC11 > -0.9598376
PC18 > -0.390166
PC20 <= -0.1114585
PC33 <= 0.4255126
PC46 <= 1.24974
PC60 > -0.4210835
PC62 <= 0.8131595
PC63 <= 0.08118203
PC74 > -0.5773699
PC75 <= 0.2797736
-> class 2\|0 [0.998]
Rule 0/170: (518/1, lift 10.2)
PC2 <= -0.3597415
PC8 > 1.515445
PC10 <= -0.263589
PC30 <= -0.1373245
PC50 > -0.0342598
PC65 <= 0.7111267
-> class 2\|0 [0.996]
Rule 0/171: (185, lift 10.2)
PC1 <= 3.397695
PC8 > 0.4571002
PC10 <= 0.08149085
PC19 <= -1.753378
PC65 <= 0.7111267
PC97 > 0.094015
-> class 2\|0 [0.995]
Rule 0/172: (1471/8, lift 10.2)
PC8 > 2.930057
PC11 > -0.9598376
PC18 > -0.390166
PC20 <= -0.1114585
PC46 <= 1.24974
PC60 > -0.4210835
PC62 <= 0.8131595
PC74 > -0.5773699
-> class 2\|0 [0.994]
Rule 0/173: (493/2, lift 10.2)
PC2 <= -0.3597415
PC8 > 3.122021
PC20 <= 0.004934375
PC68 > 1.322161
-> class 2\|0 [0.994]
Rule 0/174: (105, lift 10.2)
PC2 <= -0.3597415
PC8 > 1.188282
PC10 <= 0.06332093
PC18 > 0.1033287
PC20 <= -0.1114585
PC56 <= -0.2355017
-> class 2\|0 [0.991]
Rule 0/175: (102, lift 10.2)
PC2 <= -0.3597415
PC7 > 0.615802
PC8 > 0.4571002
PC17 > 0.2915967
PC20 <= -0.1114585
PC29 <= 0.00136477
PC62 <= 0.8131595
PC74 > -0.5773699
PC89 <= 0.5577379
-> class 2\|0 [0.990]
Rule 0/176: (161/1, lift 10.1)
PC8 > 6.538749
PC20 <= -0.1114585
-> class 2\|0 [0.988]
Rule 0/177: (82, lift 10.1)
PC2 <= -0.3597415
PC8 > 0.4571002
PC10 <= 0.008094035
PC20 > -0.1114585
PC56 <= 0.08569488
PC65 > 0.7111267
PC71 > 0.2975118
PC81 <= -0.1713752
-> class 2\|0 [0.988]
Rule 0/178: (375/4, lift 10.1)
PC2 <= -0.3597415
PC8 > 1.188282
PC10 <= 0.06332093
PC20 <= -0.1114585
PC35 > -0.0008620777
PC56 <= -0.2355017
-> class 2\|0 [0.987]
Rule 0/179: (212/2, lift 10.1)
PC1 <= 3.397695
PC8 > 0.4571002
PC19 <= -1.753378
PC63 <= -0.2333663
-> class 2\|0 [0.986]
Rule 0/180: (42/1, lift 9.8)
PC1 <= -0.3070439
PC2 > -0.3597415
PC2 <= 1.40607
PC8 > 1.29526
-> class 2\|0 [0.955]
Rule 0/181: (32/1, lift 9.7)
PC1 > 3.397695
PC2 <= -0.3597415
PC11 <= 1.792143
PC44 > 1.688985
PC71 > -0.7803868
-> class 2\|0 [0.941]
Rule 0/182: (7, lift 9.1)
PC1 > -0.3070439
PC2 > -0.3597415
PC16 <= -0.6265995
PC21 > 1.737025
-> class 2\|0 [0.889]
Rule 0/183: (13/1, lift 8.9)
PC1 <= 3.397695
PC8 > 1.515445
PC19 <= -1.527942
PC20 > -0.1114585
PC100 <= -0.8152219
-> class 2\|0 [0.867]
Rule 0/184: (10/1, lift 8.6)
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC20 > -0.1114585
PC44 > 0.7256172
PC83 <= -0.4805476
-> class 2\|0 [0.833]
Rule 0/185: (119, lift 9.1)
PC7 > 0.615802
PC8 > 0.4571002
PC8 <= 6.538749
PC15 > -1.100384
PC20 <= -0.1114585
PC62 > 0.8131595
-> class 2\|1 [0.992]
Rule 0/186: (99/1, lift 9.0)
PC1 <= 3.397695
PC2 <= -0.3597415
PC7 > 0.615802
PC8 > 0.4571002
PC17 <= -0.2147705
PC33 <= 0.4255126
PC60 > -0.4210835
PC75 > 0.2797736
-> class 2\|1 [0.980]
Rule 0/187: (24, lift 8.9)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -0.6175917
PC8 <= 0.4571002
PC11 > 1.697124
PC22 > 0.2031495
PC57 > 0.007110065
-> class 2\|1 [0.962]
Rule 0/188: (23, lift 8.9)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -0.5021535
PC8 <= 0.4571002
PC30 > 0.3841871
PC57 > 0.007110065
PC77 <= 0.02592595
-> class 2\|1 [0.960]
Rule 0/189: (91/3, lift 8.8)
PC2 <= -9.236844
-> class 2\|1 [0.957]
Rule 0/190: (17, lift 8.7)
PC2 <= -0.3597415
PC8 > 0.4571002
PC15 > 1.343751
PC20 <= -0.1114585
PC33 > 0.4255126
PC63 <= 0.08118203
-> class 2\|1 [0.947]
Rule 0/191: (28/1, lift 8.6)
PC1 <= 3.397695
PC8 > -2.289896
PC11 > 1.697124
PC57 > 0.007110065
PC76 <= -0.9172926
-> class 2\|1 [0.933]
Rule 0/192: (13, lift 8.6)
PC1 > 3.397695
PC6 <= -2.210248
PC11 > 1.792143
PC11 <= 7.177605
PC82 > 0.4836491
-> class 2\|1 [0.933]
Rule 0/193: (13, lift 8.6)
PC1 <= -0.3070439
PC2 > -0.3597415
PC2 <= 1.40607
PC4 <= 0.2359525
PC8 > -0.1898261
PC8 <= 1.29526
-> class 2\|1 [0.933]
Rule 0/194: (12, lift 8.6)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= 0.4571002
PC41 <= 4.830282
PC56 > 1.39727
-> class 2\|1 [0.929]
Rule 0/195: (6, lift 8.1)
PC2 <= -0.3597415
PC34 > -0.5070603
PC52 > -0.05859255
PC57 <= 0.007110065
PC64 <= -0.1247106
PC92 <= -1.363645
-> class 2\|1 [0.875]
Rule 0/196: (20/2, lift 8.0)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -0.5021535
PC8 <= 0.4571002
PC44 <= 0.4781069
PC57 > 0.007110065
PC95 <= -0.1373784
-> class 2\|1 [0.864]
Rule 0/197: (4, lift 7.7)
PC1 > 3.397695
PC11 <= 1.792143
PC44 > 1.688985
PC71 <= -0.7803868
-> class 2\|1 [0.833]
Rule 0/198: (20/5, lift 6.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 > -2.289896
PC8 <= 0.4571002
PC19 > -2.444572
PC34 <= -0.5070603
PC98 > -0.7214042
-> class 2\|1 [0.727]
Rule 0/199: (4035/2030, lift 4.6)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
-> class 2\|1 [0.497]
Rule 0/200: (780/4, lift 12.6)
PC1 <= 3.397695
PC2 > -9.236844
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 > -2.289896
PC8 <= 0.05177427
PC14 > -1.507667
PC19 > -2.444572
PC33 <= 0.499258
PC34 > -0.5070603
PC55 > -0.4595934
PC57 <= 0.007110065
PC64 > -0.1247106
PC100 <= 1.802283
-> class 2\|2 [0.994]
Rule 0/201: (451/3, lift 12.5)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= 0.4571002
PC9 <= 1.066673
PC19 > -0.1329246
PC55 > -0.4595934
PC57 <= 0.007110065
PC77 <= 0.02254479
PC100 <= 1.802283
-> class 2\|2 [0.991]
Rule 0/202: (83, lift 12.5)
PC1 <= 3.397695
PC2 <= -0.3597415
PC22 <= -0.871445
PC40 <= -1.621447
-> class 2\|2 [0.988]
Rule 0/203: (683/8, lift 12.5)
PC1 <= 3.397695
PC2 > -9.236844
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 > -2.289896
PC8 <= 0.4571002
PC19 > -2.444572
PC34 > -0.5070603
PC56 <= 1.39727
PC57 <= 0.007110065
PC63 > 0.1401561
PC100 <= 2.807241
-> class 2\|2 [0.987]
Rule 0/204: (68, lift 12.5)
PC1 <= -1.637872
PC8 > -2.289896
PC8 <= -0.5021535
PC9 <= 6.427146
PC16 <= 1.231238
PC18 > -0.3118297
PC26 > -1.748131
PC44 <= 0.1802724
PC57 > 0.007110065
PC63 > -0.3672239
PC76 <= 0.2290151
PC83 > -0.4800068
PC85 <= 0.8588063
-> class 2\|2 [0.986]
Rule 0/205: (516/7, lift 12.4)
PC1 <= 3.397695
PC2 > -9.236844
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 > -2.289896
PC8 <= 0.4571002
PC30 > 0.01231559
PC33 <= 0.499258
PC55 > -0.4595934
PC56 <= 1.39727
PC57 <= 0.007110065
PC64 > -0.1247106
-> class 2\|2 [0.985]
Rule 0/206: (66, lift 12.5)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= 0.4571002
PC9 > 1.066673
PC34 > -0.5070603
PC52 <= -0.05859255
PC57 <= 0.007110065
-> class 2\|2 [0.985]
Rule 0/207: (54, lift 12.4)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= 0.4571002
PC19 > -0.1329246
PC33 <= 0.499258
PC34 > -0.5070603
PC56 <= 1.39727
PC57 <= 0.007110065
PC77 > 0.9102569
PC100 <= 2.807241
-> class 2\|2 [0.982]
Rule 0/208: (100/1, lift 12.4)
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= -0.6175917
PC9 > 1.95957
PC11 > 1.697124
PC17 > -1.618935
PC89 <= 0.1514708
-> class 2\|2 [0.980]
Rule 0/209: (35, lift 12.3)
PC1 <= -2.453526
PC8 > -2.289896
PC8 <= -0.5021535
PC11 <= 1.697124
PC44 <= 0.1802724
PC52 <= -0.01397391
PC57 > 0.007110065
PC63 > -0.3672239
PC74 <= 1.208223
-> class 2\|2 [0.973]
Rule 0/210: (32, lift 12.3)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 <= 0.4571002
PC22 <= -2.376222
PC59 > -0.1782572
-> class 2\|2 [0.971]
Rule 0/211: (29, lift 12.2)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -0.5021535
PC8 <= 0.4571002
PC11 <= 1.697124
PC30 <= 0.3841871
PC34 > 0.08341032
PC44 <= 0.4781069
PC57 > 0.007110065
PC60 <= 1.389842
PC95 > -0.1373784
-> class 2\|2 [0.968]
Rule 0/212: (44/1, lift 12.1)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC20 > -0.1114585
PC44 <= 0.7256172
PC56 > 0.6714163
PC60 <= -0.07447378
-> class 2\|2 [0.957]
Rule 0/213: (41/1, lift 12.1)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC22 <= -0.7472522
PC44 <= 0.7256172
PC55 <= 0.4035199
PC77 <= -0.2228369
-> class 2\|2 [0.953]
Rule 0/214: (377/17, lift 12.0)
PC1 <= 3.397695
PC2 > -9.236844
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 > -2.289896
PC8 <= 0.4571002
PC56 <= 1.39727
PC57 <= 0.007110065
PC60 <= 0.03621237
PC92 > 0.09599622
PC100 <= 2.807241
-> class 2\|2 [0.953]
Rule 0/215: (14, lift 11.9)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC19 > 2.766256
PC20 > -0.1114585
PC44 <= 0.7256172
PC55 <= 0.4035199
-> class 2\|2 [0.938]
Rule 0/216: (93/5, lift 11.8)
PC8 > -2.289896
PC8 <= -0.6175917
PC9 > 1.95957
PC11 > 1.697124
PC17 > -1.618935
PC96 > -0.152701
-> class 2\|2 [0.937]
Rule 0/217: (12, lift 11.7)
PC8 > 0.4571002
PC8 <= 1.515445
PC20 > -0.1114585
PC65 <= 0.7111267
PC77 <= -0.2228369
PC90 <= -0.3627206
-> class 2\|2 [0.929]
Rule 0/218: (178/12, lift 11.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -3.395087
PC8 <= 0.4571002
PC18 > -0.4932421
PC19 > -2.424658
PC39 > 0.3463318
PC44 <= 0.7851745
PC53 > 0.1014065
PC79 > -0.4230568
-> class 2\|2 [0.928]
Rule 0/219: (38/2, lift 11.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > -0.6175917
PC8 <= 0.4571002
PC11 > 1.697124
PC22 <= 0.2031495
PC76 > -0.9172926
-> class 2\|2 [0.925]
Rule 0/220: (38/2, lift 11.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC20 > 0.3861404
PC65 <= 0.7111267
-> class 2\|2 [0.925]
Rule 0/221: (37/2, lift 11.7)
PC8 <= 0.4571002
PC9 > 14.12191
PC79 > -0.4230568
-> class 2\|2 [0.923]
Rule 0/222: (69/6, lift 11.4)
PC1 <= 3.397695
PC8 <= 0.4571002
PC19 > 2.487402
PC28 > 0.0467756
PC44 <= 0.7851745
PC48 > -0.5683556
PC79 > -0.4230568
-> class 2\|2 [0.901]
Rule 0/223: (8, lift 11.4)
PC1 <= 3.397695
PC8 > 0.4571002
PC8 <= 2.272961
PC19 > -1.753378
PC20 > -0.1114585
PC41 <= -0.4702227
PC60 <= -0.8257766
PC70 <= 0.2858294
PC76 <= -0.1302606
-> class 2\|2 [0.900]
Rule 0/224: (27/2, lift 11.3)
PC2 <= -1.326856
PC8 > -3.395087
PC8 <= 0.4571002
PC28 <= 0.0467756
PC30 > -0.4182073
PC39 <= 0.3463318
PC44 <= 0.7851745
PC79 > -0.4230568
PC89 <= -0.8603039
-> class 2\|2 [0.897]
Rule 0/225: (74/7, lift 11.3)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 > 0.4571002
PC8 <= 1.515445
PC44 <= 0.7256172
PC55 > 0.4035199
PC88 <= 0.2023972
PC91 > -0.1380695
-> class 2\|2 [0.895]
Rule 0/226: (5, lift 10.8)
PC2 <= -0.3597415
PC8 > -2.289896
PC8 <= 0.4571002
PC71 > 11.85997
-> class 2\|2 [0.857]
Rule 0/227: (5, lift 10.8)
PC1 <= 3.397695
PC8 > 1.515445
PC8 <= 2.272961
PC20 > -0.1114585
PC70 > 0.2858294
PC82 > 0.1980943
-> class 2\|2 [0.857]
Rule 0/228: (12/2, lift 9.9)
PC1 <= 3.397695
PC2 <= -0.3597415
PC7 <= 0.615802
PC8 > 0.4571002
PC8 <= 1.188282
PC20 <= -0.1114585
PC68 > -0.5872942
PC75 <= 0.8384102
PC80 <= -0.1206306
-> class 2\|2 [0.786]
Rule 0/229: (517, lift 7.3)
PC2 <= -0.3597415
PC8 <= -3.395087
PC11 > -3.734808
PC15 > -0.2527221
PC19 > -2.424658
PC28 <= 0.0467756
PC44 <= 0.7851745
PC79 > -0.4230568
-> class 2\|3 [0.998]
Rule 0/230: (66/1, lift 7.1)
PC1 <= -1.637872
PC8 > -2.289896
PC8 <= -0.5021535
PC11 <= 1.697124
PC26 > -1.748131
PC52 > -0.01397391
PC57 > 0.007110065
PC76 > 0.2290151
PC89 <= 0.4493073
-> class 2\|3 [0.971]
Rule 0/231: (31, lift 7.1)
PC1 <= 3.397695
PC2 <= -0.3597415
PC17 > 0.5748848
PC33 <= 0.499258
PC34 > -0.5070603
PC55 > -0.4595934
PC100 > 1.802283
-> class 2\|3 [0.970]
Rule 0/232: (124/3, lift 7.1)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 <= 9.260503
PC16 > 1.231238
PC22 <= 1.345863
PC57 > 0.007110065
-> class 2\|3 [0.968]
Rule 0/233: (23, lift 7.1)
PC1 <= 3.397695
PC2 > -9.236844
PC2 <= -0.3597415
PC8 <= 0.4571002
PC33 > 0.499258
PC34 > -0.5070603
PC57 <= 0.007110065
PC63 <= 0.1401561
-> class 2\|3 [0.960]
Rule 0/234: (22/1, lift 6.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 <= 0.4571002
PC34 > -0.5070603
PC55 <= -0.4595934
PC56 <= 1.39727
PC57 <= 0.007110065
PC62 <= 0.3660237
-> class 2\|3 [0.917]
Rule 0/235: (10552/7845, lift 1.9)
PC2 <= -0.3597415
-> class 2\|3 [0.257]
Rule 0/236: (336, lift 18.0)
PC1 <= 3.397695
PC2 <= -0.3597415
PC11 <= -4.017443
PC22 > -1.018361
-> class 2\|4 [0.997]
Rule 0/237: (280/1, lift 18.0)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 <= 0.4571002
PC19 <= -2.424658
PC39 <= -0.312988
-> class 2\|4 [0.993]
Rule 0/238: (124, lift 17.9)
PC1 <= 3.397695
PC8 <= -2.289896
PC19 <= -2.424658
PC22 > -1.647751
PC73 > 0.2072666
PC94 <= 0.8051957
-> class 2\|4 [0.992]
Rule 0/239: (456/3, lift 17.9)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 <= -2.289896
PC18 <= -0.4932421
PC51 > -0.04658477
PC86 > -0.5965861
-> class 2\|4 [0.991]
Rule 0/240: (108, lift 17.9)
PC2 <= -0.3597415
PC8 <= -2.289896
PC30 <= -0.4182073
PC43 > -0.2140371
PC52 <= 0.07999884
PC93 <= 0.3234102
PC95 <= 0.06399255
-> class 2\|4 [0.991]
Rule 0/241: (108, lift 17.9)
PC8 <= -2.289896
PC11 <= -3.734808
PC19 > -2.424658
PC22 > -0.7836949
PC28 <= 0.0467756
-> class 2\|4 [0.991]
Rule 0/242: (290/3, lift 17.8)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 <= -2.289896
PC37 > -0.2734134
PC44 > 0.7851745
PC79 <= -0.1420309
-> class 2\|4 [0.986]
Rule 0/243: (144/1, lift 17.8)
PC2 > -6.124754
PC2 <= -0.3597415
PC8 <= -2.289896
PC19 <= 3.619241
PC51 > -0.3608181
PC79 <= -0.4230568
PC82 <= 0.06476884
-> class 2\|4 [0.986]
Rule 0/244: (49, lift 17.7)
PC1 <= 3.397695
PC2 <= -0.3597415
PC8 <= -3.395087
PC15 <= -0.2527221
PC50 <= -0.1712258
PC56 <= -0.5142213
PC67 > -0.6098943
-> class 2\|4 [0.980]
Rule 0/245: (47, lift 17.7)
PC2 <= -0.3597415
PC8 <= 0.4571002
PC28 <= -0.3989087
PC56 <= -0.1303208
PC80 <= 1.576537
-> class 2\|4 [0.980]
Rule 0/246: (104/2, lift 17.6)
PC8 <= -2.289896
PC79 <= -0.4230568
PC89 <= -0.4004385
PC98 <= -0.0991594
-> class 2\|4 [0.972]
Rule 0/247: (28, lift 17.5)
PC1 > 3.397695
PC8 <= -5.19668
PC14 <= 1.446931
PC31 > 0.05582681
-> class 2\|4 [0.967]
Rule 0/248: (146/4, lift 17.5)
PC1 <= 3.397695
PC8 <= -2.289896
PC18 <= -0.02598331
PC26 <= 3.431284
PC36 <= 0.1523443
PC44 > 0.7851745
PC95 > -0.09463338
-> class 2\|4 [0.966]
Rule 0/249: (22, lift 17.3)
PC1 <= 3.397695
PC2 <= -0.3597415
PC7 <= -1.651298
PC9 <= 14.12191
PC18 > -0.02598331
PC44 > 0.7851745
-> class 2\|4 [0.958]
Rule 0/250: (289/25, lift 16.5)
PC1 <= 3.397695
PC2 <= -0.3597415
PC6 <= 9.260503
PC8 <= -0.5021535
PC11 <= 1.697124
PC22 > 1.345863
-> class 2\|4 [0.911]
Rule 0/251: (6, lift 15.8)
PC1 <= -2.669419
PC8 > -2.289896
PC8 <= -0.5021535
PC11 <= 1.697124
PC29 > 0.3446466
PC44 > 0.1802724
PC57 > 0.007110065
-> class 2\|4 [0.875]
Default class: 2\|3
----- Trial 1: -----
Rules:
Rule 1/1: (6.8, lift 16.9)
PC7 <= -0.7646611
PC18 <= 0.7593552
PC20 > -3.440173
PC30 > 3.825153
-> class 0\|0 [0.887]
Rule 1/2: (36.4/5.3, lift 16.0)
PC13 > 6.717022
PC18 > 3.528055
PC28 <= 3.464059
PC47 > -1.610874
PC48 > 0.4095344
-> class 0\|0 [0.836]
Rule 1/3: (2328.8/1341.7, lift 8.1)
PC13 <= 6.717022
PC18 > 0.7593552
PC47 > -1.610874
-> class 0\|0 [0.424]
Rule 1/4: (99.2/0.8, lift 13.3)
PC2 > 0.9487218
PC3 <= 0.9146596
PC13 <= 6.717022
PC17 > -0.5461084
PC21 <= -0.8659161
PC24 > -2.765275
PC24 <= 1.552457
PC62 <= 0.204628
PC72 <= 1.122934
PC83 > -1.334977
-> class 0\|1 [0.983]
Rule 1/5: (111.4/1.5, lift 13.2)
PC2 > 0.9487218
PC7 > -0.7646611
PC9 > 0.2328518
PC15 > -0.14554
PC18 > -1.019176
PC18 <= 0.7342479
PC21 > -0.9225383
PC28 <= -0.05609887
-> class 0\|1 [0.978]
Rule 1/6: (41.7, lift 13.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC18 > 0.7593552
PC24 <= 1.552457
PC31 <= -0.2311692
PC32 <= 0.665044
PC62 > 0.204628
PC85 <= 2.068081
-> class 0\|1 [0.977]
Rule 1/7: (41.7, lift 13.2)
PC2 > 0.9487218
PC13 <= 6.717022
PC18 > 0.7593552
PC56 <= 1.148725
PC83 > -1.334977
PC85 <= 2.068081
PC86 > -1.24345
PC87 > 0.7819136
-> class 0\|1 [0.977]
Rule 1/8: (74.2/0.8, lift 13.2)
PC2 > 0.9487218
PC18 > 0.7593552
PC22 > -0.3179235
PC26 <= 0.6631289
PC42 > -3.974739
PC56 > 1.148725
PC72 <= 1.122934
PC85 <= 2.068081
PC86 > -1.24345
-> class 0\|1 [0.977]
Rule 1/9: (82.6/1.5, lift 13.1)
PC2 > 0.9487218
PC3 <= 0.9146596
PC10 > -4.023959
PC13 <= 6.717022
PC17 <= -0.5461084
PC18 > 0.7593552
PC22 > -0.3179235
PC26 <= 0.6631289
PC42 > -3.974739
PC85 <= 2.068081
-> class 0\|1 [0.970]
Rule 1/10: (82.6/1.5, lift 13.1)
PC4 <= -9.220832
PC18 > 0.7593552
PC72 <= 1.122934
PC86 > -1.24345
-> class 0\|1 [0.970]
Rule 1/11: (93.9/2.3, lift 13.0)
PC3 <= 0.9146596
PC18 > 0.7593552
PC19 <= 0.01541658
PC22 > -0.3179235
PC54 > -1.184697
PC72 <= 1.122934
PC81 <= -0.5181988
PC83 > -1.334977
PC86 > -1.24345
PC99 <= 0.7030664
-> class 0\|1 [0.966]
Rule 1/12: (26.5, lift 13.0)
PC2 > 0.9487218
PC18 > 0.7593552
PC22 > -0.3179235
PC28 <= 3.464059
PC47 > -1.610874
PC74 > 2.16664
PC83 > -1.334977
PC85 <= 2.068081
PC86 > -1.24345
-> class 0\|1 [0.965]
Rule 1/13: (157.6/4.5, lift 13.0)
PC11 <= 0.1162271
PC12 > -1.902986
PC13 <= 6.717022
PC18 > 0.7593552
PC26 > 0.6631289
PC37 > -2.675227
PC59 > -3.477911
PC85 <= 2.068081
-> class 0\|1 [0.965]
Rule 1/14: (43.9/0.8, lift 13.0)
PC2 > 0.9487218
PC13 <= 6.717022
PC18 > 0.7593552
PC26 <= 0.6631289
PC28 <= 3.464059
PC32 <= 0.665044
PC40 <= 2.541167
PC62 > 0.204628
PC91 <= -0.5647306
-> class 0\|1 [0.962]
Rule 1/15: (187.9/7.6, lift 12.9)
PC2 > 0.9487218
PC3 <= 0.9146596
PC13 <= 6.717022
PC14 <= 2.554879
PC17 > -0.4386702
PC18 > 0.7593552
PC22 <= -0.3179235
PC25 > -1.050508
PC72 <= 1.122934
PC85 <= 2.068081
PC99 > -1.035733
-> class 0\|1 [0.955]
Rule 1/16: (54.5/3, lift 12.5)
PC2 > 0.9487218
PC3 <= 0.9146596
PC12 > -1.902986
PC13 <= 6.717022
PC18 > 0.7593552
PC19 > 0.01541658
PC28 <= 3.464059
PC85 <= 2.068081
PC86 > -1.24345
-> class 0\|1 [0.929]
Rule 1/17: (324.2/23.5, lift 12.5)
PC8 <= 0.2398475
PC12 > -1.902986
PC13 <= 6.717022
PC18 > 0.7593552
PC19 <= 0.01541658
PC22 > -0.3179235
PC24 > -2.765275
PC24 <= 1.552457
PC28 <= 1.703
PC32 <= 0.665044
PC40 <= 2.541167
PC62 <= 0.204628
PC83 > -1.334977
PC91 <= 1.02214
PC92 > -0.1006906
-> class 0\|1 [0.925]
Rule 1/18: (40.2/2.3, lift 12.4)
PC13 > 6.717022
PC18 > 3.528055
PC42 > -3.974739
PC48 <= 0.4095344
-> class 0\|1 [0.922]
Rule 1/19: (10.6, lift 12.4)
PC12 > -1.902986
PC13 <= 6.717022
PC17 > -0.5461084
PC28 <= 3.464059
PC45 > 1.456985
PC48 > 0.417758
PC83 > -1.334977
-> class 0\|1 [0.921]
Rule 1/20: (193.2/15.1, lift 12.4)
PC8 <= 0.2398475
PC17 > -0.5324239
PC18 > 0.7593552
PC19 > -0.1863731
PC20 > -2.802719
PC23 > -1.070466
PC24 > -2.765275
PC28 <= 1.001587
PC32 <= 0.665044
PC40 <= 2.541167
PC48 <= 0.417758
PC62 > -1.096633
PC62 <= 0.204628
PC81 > -0.5181988
PC91 <= 1.02214
PC92 <= -0.1006906
-> class 0\|1 [0.917]
Rule 1/21: (81.8/9.1, lift 11.9)
PC2 > 0.9487218
PC7 > -0.7646611
PC9 > 0.2328518
PC15 > -0.14554
PC18 > -0.3476959
PC18 <= 0.7342479
PC21 > -0.9225383
PC24 <= 1.647078
-> class 0\|1 [0.880]
Rule 1/22: (193.9/22.7, lift 11.9)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 <= -0.7646611
PC18 <= 0.7593552
PC20 > -3.440173
PC23 > -1.388134
PC30 <= 3.825153
PC43 <= 0.4377991
-> class 0\|1 [0.879]
Rule 1/23: (13.6/2.3, lift 10.7)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC9 > 0.1680116
PC9 <= 0.2328518
PC18 > -1.019176
PC18 <= 0.7593552
PC48 > 0.2933482
-> class 0\|1 [0.791]
Rule 1/24: (203.8/44.7, lift 10.5)
PC2 > 0.9487218
PC3 <= 0.9146596
PC8 > 0.1004979
PC18 > -1.019176
PC18 <= 0.7593552
-> class 0\|1 [0.778]
Rule 1/25: (49.2, lift 11.0)
PC4 <= -8.261679
PC18 <= -1.019176
-> class 0\|2 [0.980]
Rule 1/26: (87.9/0.8, lift 11.0)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC17 <= 0.4771936
PC31 <= 0.1948286
PC32 <= -1.405519
PC39 > -0.8742086
PC43 <= 1.773609
PC57 <= 1.396344
PC69 <= 1.432691
PC71 <= 0.8589854
PC93 <= 0.2740548
-> class 0\|2 [0.980]
Rule 1/27: (237.9/3.8, lift 10.9)
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 > 0.5658065
PC18 <= -1.019176
PC30 > -3.911852
PC38 <= 0.5187551
PC91 > -0.7402029
-> class 0\|2 [0.980]
Rule 1/28: (144.7/2.3, lift 10.9)
PC3 <= 0.9146596
PC18 <= -1.019176
PC20 > -5.506513
PC28 <= -1.432887
PC30 > -3.287082
PC43 <= 1.773609
PC54 <= 2.942849
PC70 <= 2.969519
PC71 > -0.9894571
PC78 <= 2.983765
PC85 <= 1.50973
PC87 <= 0.5555335
-> class 0\|2 [0.978]
Rule 1/29: (112.1/1.5, lift 10.9)
PC2 > 7.064793
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= -1.019176
PC31 <= -0.1598446
PC43 <= 1.773609
PC71 > -0.9894571
PC74 <= 0.7704552
PC75 <= 0.2919352
-> class 0\|2 [0.978]
Rule 1/30: (134.9/2.3, lift 10.9)
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 > 0.5658065
PC18 <= -1.019176
PC30 > -2.439768
PC38 <= 0.5187551
PC75 > -2.550615
PC89 <= 1.811973
-> class 0\|2 [0.976]
Rule 1/31: (38.6, lift 10.9)
PC2 > 0.9487218
PC3 <= 0.9146596
PC17 > 0.4771936
PC18 <= 0.7593552
PC31 > -0.1598446
PC31 <= 0.1948286
PC34 > -3.30041
PC43 <= 1.773609
PC57 <= 1.396344
PC70 <= 2.969519
PC78 <= 2.983765
PC79 <= 1.4804
-> class 0\|2 [0.975]
Rule 1/32: (57.6/0.8, lift 10.8)
PC7 > -0.7646611
PC7 <= -0.670688
PC18 <= -1.019176
PC31 <= 0.1948286
PC39 > -0.8742086
PC43 <= 1.773609
PC71 > -0.9894571
-> class 0\|2 [0.970]
Rule 1/33: (30.3, lift 10.8)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 <= -0.7646611
PC18 <= 0.7593552
PC30 <= 3.825153
PC43 > 0.4377991
-> class 0\|2 [0.969]
Rule 1/34: (103/2.3, lift 10.8)
PC4 <= -6.044755
PC10 <= -1.097326
PC18 <= -1.019176
PC66 > -4.692316
PC87 > 0.0877539
PC93 <= 0.2740548
-> class 0\|2 [0.969]
Rule 1/35: (30.3, lift 10.8)
PC2 > 0.9487218
PC18 > 0.7593552
PC47 <= -1.610874
-> class 0\|2 [0.969]
Rule 1/36: (22.7, lift 10.7)
PC2 > 0.9487218
PC7 > -0.7646611
PC15 > 0.5658065
PC18 <= 0.7593552
PC38 > 0.5187551
PC93 <= -0.4218483
-> class 0\|2 [0.960]
Rule 1/37: (22.7, lift 10.7)
PC1 <= -0.5275379
PC2 > 0.9487218
PC11 > 0.1162271
PC18 > 0.7593552
PC26 > 0.6631289
-> class 0\|2 [0.960]
Rule 1/38: (40.9/0.8, lift 10.7)
PC2 > 0.9487218
PC3 <= 0.9146596
PC15 > -1.501741
PC27 <= -2.597364
PC28 > -1.432887
PC54 <= 2.942849
PC70 <= 2.969519
PC78 <= 2.983765
-> class 0\|2 [0.959]
Rule 1/39: (109.9/3.8, lift 10.7)
PC15 > -1.501741
PC18 <= -1.019176
PC27 > -2.597364
PC31 > -0.1598446
PC31 <= 0.1948286
PC39 > -0.8742086
PC61 <= -0.553929
PC70 <= 2.969519
PC85 <= 1.50973
-> class 0\|2 [0.957]
Rule 1/40: (20.5, lift 10.7)
PC3 <= 0.9146596
PC18 > -2.051943
PC18 <= -1.019176
PC20 > 1.956989
PC39 > -0.8742086
PC51 <= 0.6685256
PC87 <= 0.0877539
PC93 <= 0.2740548
-> class 0\|2 [0.955]
Rule 1/41: (20.5, lift 10.7)
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= -1.019176
PC31 <= 0.1948286
PC35 > 0.5734567
PC87 <= 0.0877539
PC93 <= 0.2740548
-> class 0\|2 [0.955]
Rule 1/42: (53/1.5, lift 10.7)
PC2 > 0.9487218
PC7 > -0.7646611
PC18 <= 0.7593552
PC54 <= 2.942849
PC66 <= -4.692316
PC78 <= 2.983765
-> class 0\|2 [0.954]
Rule 1/43: (43.2/1.5, lift 10.5)
PC3 <= 0.9146596
PC15 > -1.501741
PC18 <= -1.3868
PC27 > -2.597364
PC35 <= -0.5979484
PC70 <= 2.969519
PC71 > -0.9894571
PC93 > 0.2740548
-> class 0\|2 [0.944]
Rule 1/44: (15.2, lift 10.5)
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= -1.3868
PC31 > -0.1598446
PC31 <= 0.1948286
PC39 > -0.8742086
PC57 > 1.396344
PC69 <= 1.432691
PC71 > -0.9894571
PC85 <= 1.50973
-> class 0\|2 [0.942]
Rule 1/45: (26.5/0.8, lift 10.5)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= -1.019176
PC28 > -1.432887
PC43 > -0.6108432
PC70 <= 2.969519
PC85 <= 1.50973
PC87 > 0.0877539
PC94 > 0.3839583
-> class 0\|2 [0.938]
Rule 1/46: (74.2/3.8, lift 10.5)
PC3 <= 0.9146596
PC18 <= -1.3868
PC31 > -0.1598446
PC31 <= 0.1948286
PC39 > -0.8742086
PC43 > -0.6108432
PC43 <= 1.773609
PC51 > 0.6685256
PC69 <= 1.432691
PC71 > -0.9894571
PC93 <= 0.2740548
-> class 0\|2 [0.937]
Rule 1/47: (152.3/9.8, lift 10.4)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 > -1.501741
PC15 <= 0.5658065
PC18 <= -1.019176
PC31 <= -0.1598446
PC54 <= 2.942849
PC59 > -1.074523
PC63 > -0.332374
PC71 > -0.9894571
PC74 <= 0.7704552
PC75 <= 0.2919352
-> class 0\|2 [0.930]
Rule 1/48: (12.1, lift 10.4)
PC2 > 0.9487218
PC13 <= 6.717022
PC17 <= -0.4386702
PC18 > 0.7593552
PC22 <= -0.3179235
PC26 <= 0.6631289
PC28 <= 3.464059
PC42 > -3.974739
-> class 0\|2 [0.929]
Rule 1/49: (31.8/1.5, lift 10.3)
PC18 > 0.7593552
PC28 > 3.464059
PC42 > -3.974739
-> class 0\|2 [0.926]
Rule 1/50: (60.6/3.8, lift 10.3)
PC2 > 0.9487218
PC3 <= -0.2754695
PC18 <= 0.7593552
PC31 > -0.1598446
PC43 > -0.6108432
PC43 <= 1.773609
PC61 > -0.553929
PC74 > 0.3703712
PC79 <= 1.4804
PC93 <= 0.2740548
-> class 0\|2 [0.924]
Rule 1/51: (29.5/1.5, lift 10.3)
PC2 > 0.9487218
PC12 <= -1.902986
PC18 > 0.7593552
PC28 <= 3.464059
PC42 > -3.974739
-> class 0\|2 [0.920]
Rule 1/52: (19.7/0.8, lift 10.3)
PC13 > 6.717022
PC15 > 0.6849248
PC18 > 0.7593552
PC34 <= -0.4583307
-> class 0\|2 [0.919]
Rule 1/53: (18.9/0.8, lift 10.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC18 <= 0.7593552
PC31 > -0.1598446
PC39 > -0.8742086
PC43 <= 1.773609
PC69 <= 1.432691
PC70 <= 2.969519
PC71 > 0.8589854
PC78 <= 2.983765
-> class 0\|2 [0.916]
Rule 1/54: (18.9/0.8, lift 10.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > 1.42476
PC15 > -1.501741
PC18 <= 0.7593552
PC31 <= 0.1948286
-> class 0\|2 [0.916]
Rule 1/55: (106.8/8.3, lift 10.2)
PC3 <= 0.9146596
PC8 <= 0.1605843
PC18 > -1.3868
PC18 <= -1.019176
PC31 <= 0.1948286
PC39 > -0.8742086
PC43 <= 1.773609
PC54 <= 2.942849
PC69 <= 1.432691
PC71 > -0.9894571
PC71 <= 0.8589854
PC79 <= 1.4804
PC85 <= 1.50973
-> class 0\|2 [0.914]
Rule 1/56: (18.2/0.8, lift 10.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 <= -0.7646611
PC18 <= 0.7593552
PC22 <= 2.563385
PC23 <= -1.388134
-> class 0\|2 [0.913]
Rule 1/57: (43.2/3, lift 10.2)
PC13 > 6.717022
PC18 > 0.7593552
PC18 <= 3.528055
PC34 > -0.4583307
-> class 0\|2 [0.911]
Rule 1/58: (9.1, lift 10.2)
PC2 > 0.9487218
PC18 <= 0.7593552
PC31 > 0.1945132
PC31 <= 0.1948286
-> class 0\|2 [0.910]
Rule 1/59: (110.6/14.4, lift 9.6)
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= 0.7593552
PC31 > -0.1598446
PC31 <= 0.1948286
PC39 > -0.8742086
PC69 <= 1.432691
PC71 > -0.9894571
PC79 > 1.4804
PC85 <= 1.50973
-> class 0\|2 [0.863]
Rule 1/60: (9.8/0.8, lift 9.5)
PC18 > 0.7593552
PC26 > 0.6631289
PC59 <= -3.477911
PC85 <= 2.068081
-> class 0\|2 [0.852]
Rule 1/61: (4.5, lift 9.5)
PC2 > 0.9487218
PC3 > -0.2754695
PC3 <= 0.9146596
PC40 > 0.5245007
-> class 0\|2 [0.847]
Rule 1/62: (37.1/6.1, lift 9.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC9 > 0.2328518
PC15 <= -0.14554
PC18 > -1.019176
PC18 <= 0.7342479
-> class 0\|2 [0.820]
Rule 1/63: (84.9/15.1, lift 9.1)
PC3 <= -0.2754695
PC7 > -0.7646611
PC15 > -1.501741
PC18 <= -1.019176
PC27 > -2.597364
PC31 <= 0.1948286
PC39 > -0.8742086
PC43 <= -0.6108432
PC71 > -0.9894571
PC79 <= 1.4804
PC93 <= 0.2740548
-> class 0\|2 [0.814]
Rule 1/64: (29.5/8.3, lift 7.9)
PC7 <= -0.7646611
PC18 <= 0.7593552
PC20 <= -3.440173
PC22 <= 2.563385
-> class 0\|2 [0.704]
Rule 1/65: (26.5/8.3, lift 7.5)
PC2 > 0.9487218
PC13 <= 6.717022
PC18 > 0.7593552
PC28 <= 3.464059
PC42 > -3.974739
PC85 > 2.068081
-> class 0\|2 [0.673]
Rule 1/66: (775.8/397.8, lift 5.4)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC18 > -1.019176
PC18 <= 0.7593552
-> class 0\|2 [0.487]
Rule 1/67: (121.2, lift 12.7)
PC2 > 0.9487218
PC7 > -0.670688
PC15 <= 0.5658065
PC18 <= -1.3868
PC28 > -1.432887
PC29 <= 1.450089
PC31 > -0.1598446
PC35 > -0.5979484
PC39 > -0.8742086
PC57 <= 1.396344
PC61 > -0.553929
PC71 <= 0.8589854
PC78 <= 2.983765
PC79 <= 1.4804
PC93 > 0.2740548
-> class 0\|3 [0.992]
Rule 1/68: (114.4, lift 12.7)
PC3 <= -0.2754695
PC4 > -6.044755
PC15 <= 0.5658065
PC17 <= 0.4771936
PC18 <= -1.750188
PC27 > -2.597364
PC28 > -1.432887
PC31 > -0.1598446
PC57 <= 1.396344
PC61 > -0.553929
PC71 <= 0.8589854
PC79 <= 1.4804
PC87 > 0.0877539
PC94 <= 0.3839583
-> class 0\|3 [0.991]
Rule 1/69: (78.8, lift 12.7)
PC2 > 0.9487218
PC3 <= 0.9146596
PC15 <= -1.501741
PC18 <= 0.7593552
PC28 > -1.432887
-> class 0\|3 [0.988]
Rule 1/70: (69.7, lift 12.7)
PC3 <= 0.9146596
PC7 > -0.670688
PC18 <= 0.7593552
PC27 > -2.597364
PC28 > -1.432887
PC31 > -0.1598446
PC43 <= 1.773609
PC61 > -0.553929
PC69 > 1.432691
PC71 > -0.9894571
PC85 <= 1.50973
-> class 0\|3 [0.986]
Rule 1/71: (109.8/0.8, lift 12.6)
PC3 <= 0.9146596
PC10 > -1.097326
PC17 <= 0.4771936
PC18 <= -1.3868
PC28 > -1.432887
PC31 > -0.1598446
PC43 > -0.6108432
PC57 <= 1.396344
PC66 > -4.692316
PC71 <= 0.8589854
PC87 > 0.0877539
-> class 0\|3 [0.984]
Rule 1/72: (56.8, lift 12.6)
PC3 <= 0.9146596
PC18 <= -1.019176
PC54 > 2.942849
-> class 0\|3 [0.983]
Rule 1/73: (53, lift 12.6)
PC2 > 0.9487218
PC3 <= 0.9146596
PC15 <= 0.5658065
PC18 <= -1.019176
PC34 > -3.30041
PC66 > -4.692316
PC71 <= -0.9894571
PC100 <= 1.659165
-> class 0\|3 [0.982]
Rule 1/74: (118.2/1.5, lift 12.6)
PC3 <= 0.9146596
PC8 <= 0.1605843
PC15 <= 0.5658065
PC18 <= -1.019176
PC27 > -2.597364
PC31 > -0.1598446
PC39 <= -0.8742086
PC78 <= 2.983765
-> class 0\|3 [0.979]
Rule 1/75: (43.9, lift 12.6)
PC2 > 0.9487218
PC7 > -0.7646611
PC15 <= 0.5658065
PC18 <= -1.019176
PC43 > 1.773609
PC66 > -4.692316
-> class 0\|3 [0.978]
Rule 1/76: (86.4/1.5, lift 12.5)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 <= 0.5658065
PC18 <= -1.019176
PC85 > 1.50973
-> class 0\|3 [0.972]
Rule 1/77: (31.1, lift 12.4)
PC3 <= 0.9146596
PC15 <= 0.5658065
PC18 <= -1.019176
PC28 <= -1.432887
PC30 <= -3.287082
PC66 > -4.692316
-> class 0\|3 [0.970]
Rule 1/78: (28, lift 12.4)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 <= -0.7646611
PC18 <= 0.7593552
PC22 > 2.563385
-> class 0\|3 [0.967]
Rule 1/79: (116.7/3, lift 12.4)
PC2 > 0.9487218
PC3 <= -0.2754695
PC15 <= 0.5658065
PC18 <= -1.019176
PC27 > -2.597364
PC31 > 0.1948286
-> class 0\|3 [0.966]
Rule 1/80: (137.1/3.8, lift 12.4)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC8 <= 0.1004979
PC10 > -1.232967
PC18 > -1.019176
PC18 <= 0.7593552
PC29 > -3.022346
PC29 <= 3.807638
PC35 <= 0.6726651
PC48 > 0.2933482
PC57 > -1.024642
PC66 > -2.922976
-> class 0\|3 [0.966]
Rule 1/81: (46.2/0.8, lift 12.4)
PC2 > 0.9487218
PC7 > -0.7646611
PC8 > 0.1605843
PC15 <= 0.5658065
PC18 <= -1.019176
PC28 > -1.432887
-> class 0\|3 [0.964]
Rule 1/82: (65.9/1.5, lift 12.4)
PC3 > -0.2754695
PC3 <= 0.9146596
PC7 > -0.7646611
PC18 <= -1.019176
PC40 <= 0.5245007
PC78 <= 2.983765
-> class 0\|3 [0.963]
Rule 1/83: (22.7, lift 12.3)
PC7 > -0.7646611
PC18 <= 0.7593552
PC20 <= -5.506513
PC28 <= -1.432887
-> class 0\|3 [0.960]
Rule 1/84: (40.1/0.8, lift 12.3)
PC3 <= 0.9146596
PC15 <= 0.5658065
PC18 <= -1.019176
PC28 <= -1.432887
PC34 > -3.30041
PC66 > -4.692316
PC87 > 0.5555335
PC100 <= 1.659165
-> class 0\|3 [0.958]
Rule 1/85: (39.4/0.8, lift 12.3)
PC2 > 0.9487218
PC3 <= 0.9146596
PC7 > -0.7646611
PC8 <= 0.1004979
PC15 <= -1.18996
PC18 > -1.019176
PC18 <= 0.7593552
-> class 0\|3 [0.958]
Rule 1/86: (50.8/1.5, lift 12.2)
PC13 > 6.717022
PC15 <= 0.6849248
PC18 > 0.7593552
PC34 <= -0.4583307
-> class 0\|3 [0.952]
Rule 1/87: (18.2, lift 12.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC18 <= 0.7593552
PC75 <= -2.550615
PC78 <= 2.983765
-> class 0\|3 [0.950]
Rule 1/88: (34.1/1.5, lift 11.9)
PC2 > 0.9487218
PC3 <= 0.9146596
PC42 <= -3.974739
-> class 0\|3 [0.930]
Rule 1/89: (54.5/3, lift 11.9)
PC2 > 0.9487218
PC7 > -0.7646611
PC18 <= -1.019176
PC66 > -4.692316
PC89 > 1.811973
-> class 0\|3 [0.929]
Rule 1/90: (10.6, lift 11.8)
PC2 > 0.9487218
PC2 <= 7.064793
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 <= 0.5658065
PC28 > -1.432887
PC31 <= -0.1598446
PC63 <= -0.332374
PC74 <= 0.7704552
PC75 <= 0.2919352
-> class 0\|3 [0.921]
Rule 1/91: (492.4/41.7, lift 11.7)
PC4 > -8.261679
PC7 > -0.670688
PC7 <= 1.42476
PC17 <= 0.4771936
PC18 <= -1.3868
PC28 > -1.432887
PC31 > -0.1598446
PC31 <= 0.1945132
PC32 > -1.405519
PC35 <= 0.5734567
PC43 > -0.6108432
PC51 <= 0.6685256
PC61 > -0.553929
PC71 <= 0.8589854
PC74 <= 0.3703712
PC79 <= 1.4804
PC87 <= 0.0877539
-> class 0\|3 [0.914]
Rule 1/92: (40.2/3, lift 11.6)
PC1 > -0.4855536
PC2 > 0.9487218
PC3 <= 0.9146596
PC8 <= 0.1004979
PC9 <= 0.2328518
PC18 > -1.019176
PC18 <= 0.7593552
-> class 0\|3 [0.904]
Rule 1/93: (12.1/0.8, lift 11.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC9 <= 0.2328518
PC18 > -1.019176
PC18 <= 0.7593552
PC43 > 1.881065
PC48 <= 0.2933482
-> class 0\|3 [0.876]
Rule 1/94: (24.2/2.3, lift 11.2)
PC2 > 0.9487218
PC3 <= 0.9146596
PC15 <= 0.5658065
PC18 <= -1.019176
PC31 <= -0.1598446
PC34 > -3.30041
PC66 > -4.692316
PC74 > 0.7704552
PC75 <= 0.2919352
PC78 <= 2.983765
PC100 <= 1.659165
-> class 0\|3 [0.875]
Rule 1/95: (26.5/3, lift 11.0)
PC2 > 0.9487218
PC7 > -0.7646611
PC15 <= 0.5658065
PC18 <= -1.019176
PC28 > -1.432887
PC31 <= -0.1598446
PC75 > 0.2919352
PC78 <= 2.983765
PC100 <= 1.659165
-> class 0\|3 [0.859]
Rule 1/96: (96.2/14.4, lift 10.8)
PC3 <= 0.9146596
PC18 <= -1.019176
PC30 <= -2.439768
PC89 <= 1.811973
PC91 <= -0.7402029
-> class 0\|3 [0.843]
Rule 1/97: (68.2/10.6, lift 10.7)
PC18 <= -1.019176
PC30 <= -3.911852
PC66 > -4.692316
-> class 0\|3 [0.835]
Rule 1/98: (39.4/7.6, lift 10.2)
PC3 <= 0.9146596
PC7 > -0.7646611
PC15 > 0.5658065
PC18 <= -1.019176
PC38 > 0.5187551
PC66 > -4.692316
PC93 > -0.4218483
-> class 0\|3 [0.793]
Rule 1/99: (49.2/20.5, lift 7.5)
PC3 <= 0.9146596
PC7 > -0.7646611
PC18 <= -1.019176
PC78 > 2.983765
-> class 0\|3 [0.581]
Rule 1/100: (624.2/1.5, lift 17.3)
PC1 > -0.1595066
PC3 <= 0.589895
PC6 <= 5.397221
PC9 > 0.3737549
PC10 <= 0.6647269
PC98 <= 0.3294852
-> class 1\|0 [0.996]
Rule 1/101: (309.1/2.3, lift 17.2)
PC1 > -0.1595066
PC2 <= 0.9487218
PC4 > -0.8803262
PC6 <= 5.397221
PC9 > 0.3737549
PC27 <= 0.3772089
PC68 > -1.87419
PC94 <= 0.2663097
PC96 > 0.2024761
PC98 <= 0.3294852
-> class 1\|0 [0.989]
Rule 1/102: (47.7, lift 17.1)
PC1 > -0.1595066
PC12 > 5.017867
-> class 1\|0 [0.980]
Rule 1/103: (49.2, lift 17.1)
PC3 > 0.9146596
PC16 <= -3.977089
PC37 > 0.01921269
PC78 <= -0.1813967
-> class 1\|0 [0.980]
Rule 1/104: (45.4, lift 17.1)
PC2 > 0.9487218
PC3 > 0.9146596
PC14 <= -1.848832
PC21 > -0.7577837
-> class 1\|0 [0.979]
Rule 1/105: (352.2/6.8, lift 17.0)
PC1 > -0.1595066
PC4 > -0.8803262
PC9 > 0.3737549
PC10 <= 0.6647269
PC14 <= -1.624508
PC27 <= 0.3772089
PC68 > -1.87419
PC94 <= 0.2663097
-> class 1\|0 [0.978]
Rule 1/106: (227.3/6.1, lift 16.9)
PC1 > -0.1595066
PC2 <= 0.9487218
PC6 <= -1.587701
PC9 > 0.3737549
PC99 <= 1.451252
-> class 1\|0 [0.969]
Rule 1/107: (80.3/2.3, lift 16.7)
PC1 > -0.1595066
PC2 <= 0.9487218
PC7 > -7.646937
PC9 > 0.3737549
PC19 > -2.164653
PC27 <= 0.3772089
PC68 > -1.87419
PC99 > 1.451252
-> class 1\|0 [0.960]
Rule 1/108: (171.2/6.8, lift 16.6)
PC7 > -8.338532
PC16 <= -5.252293
PC47 > -0.3150846
-> class 1\|0 [0.955]
Rule 1/109: (7.6, lift 15.6)
PC3 > 0.9146596
PC16 <= 0.3654078
PC37 > 0.01921269
PC68 > 2.446164
-> class 1\|0 [0.896]
Rule 1/110: (20.5/1.5, lift 15.5)
PC2 <= 0.9487218
PC9 > 0.3737549
PC16 <= -2.183231
PC68 <= -1.87419
-> class 1\|0 [0.888]
Rule 1/111: (97/13.6, lift 14.8)
PC2 > 0.9487218
PC3 > 0.9146596
PC16 <= 0.3654078
PC37 > 0.01921269
PC51 > -0.3092318
PC79 <= 0.01335377
-> class 1\|0 [0.852]
Rule 1/112: (43.9/7.6, lift 14.2)
PC2 > 0.9487218
PC3 > 0.9146596
PC16 > -5.252293
PC16 <= 0.3654078
PC67 <= -0.5438395
-> class 1\|0 [0.813]
Rule 1/113: (23.5/3.8, lift 14.1)
PC2 > 0.9487218
PC3 > 0.9146596
PC14 <= -1.222326
PC16 <= 0.3654078
-> class 1\|0 [0.812]
Rule 1/114: (15.9/6.8, lift 9.8)
PC2 > 0.9487218
PC3 > 0.9146596
PC3 <= 4.112167
PC16 <= 0.3654078
-> class 1\|0 [0.563]
Rule 1/115: (375/0.8, lift 14.9)
PC2 > 0.9487218
PC3 > 0.9146596
PC14 > -1.222326
PC16 > -5.252293
PC16 <= 0.3654078
PC37 <= 0.01921269
PC51 > -0.3092318
-> class 1\|1 [0.995]
Rule 1/116: (164.4, lift 14.9)
PC2 > 0.9487218
PC3 > 4.112167
PC16 > -5.252293
PC16 <= 0.3654078
PC37 > 0.01921269
PC51 > -0.3092318
PC67 > -0.5438395
PC68 <= 2.446164
PC78 > -0.1813967
PC79 > 0.01335377
-> class 1\|1 [0.994]
Rule 1/117: (49.2, lift 14.7)
PC2 > 0.9487218
PC3 > 0.9146596
PC14 <= -1.848832
PC21 <= -0.7577837
-> class 1\|1 [0.980]
Rule 1/118: (43.9, lift 14.6)
PC3 > 0.9146596
PC16 <= -5.252293
PC47 <= -0.3150846
-> class 1\|1 [0.978]
Rule 1/119: (40.9, lift 14.6)
PC2 > 0.9487218
PC3 > 1.633402
PC14 > -1.222326
PC16 <= -0.9303704
PC51 <= -0.3092318
-> class 1\|1 [0.977]
Rule 1/120: (40.2, lift 14.6)
PC2 > 0.9487218
PC3 > 1.633402
PC14 > -1.222326
PC16 <= 0.3654078
PC50 > -0.1767377
PC51 <= -0.3092318
-> class 1\|1 [0.976]
Rule 1/121: (37.9, lift 14.6)
PC1 > -0.1595066
PC2 <= 0.9487218
PC9 <= 0.3737549
PC96 <= -1.684129
-> class 1\|1 [0.975]
Rule 1/122: (38.6, lift 14.6)
PC7 <= -8.338532
PC16 <= -5.252293
-> class 1\|1 [0.975]
Rule 1/123: (34.8, lift 14.6)
PC2 <= 0.9487218
PC4 > -0.8803262
PC6 > 5.397221
PC9 > 0.3737549
PC10 <= 0.6647269
PC14 > -1.624508
PC68 > -1.87419
-> class 1\|1 [0.973]
Rule 1/124: (164.4/3.8, lift 14.5)
PC1 > -0.1595066
PC2 <= 0.9487218
PC6 > -1.587701
PC7 > -7.646937
PC9 > 0.3737549
PC10 > 0.6647269
PC12 <= 5.017867
PC19 > -2.164653
PC27 <= 0.3772089
PC51 <= 1.224885
PC68 > -1.87419
PC77 <= 0.2605191
PC99 <= 1.451252
-> class 1\|1 [0.971]
Rule 1/125: (88.6/2.3, lift 14.4)
PC1 > 13.07604
PC6 <= -1.293618
PC9 <= 0.3737549
PC11 <= 6.549788
-> class 1\|1 [0.964]
Rule 1/126: (641.6/25, lift 14.4)
PC2 > 0.9487218
PC3 > 4.112167
PC14 > -1.222326
PC16 > -3.977089
PC16 <= 0.3654078
PC51 > -0.3092318
PC67 > -0.5438395
PC68 <= 2.446164
-> class 1\|1 [0.960]
Rule 1/127: (28.8/0.8, lift 14.1)
PC2 <= 0.9487218
PC3 > 0.589895
PC4 > -0.8803262
PC6 <= 5.397221
PC9 > 0.3737549
PC10 <= 0.6647269
PC27 <= 0.3772089
PC51 <= 1.224885
PC68 > -1.87419
PC96 <= 0.2024761
-> class 1\|1 [0.943]
Rule 1/128: (231.8/31.1, lift 12.9)
PC1 > -0.1595066
PC4 > -0.8803262
PC6 <= 5.397221
PC27 <= 0.3772089
PC98 > 0.3294852
-> class 1\|1 [0.863]
Rule 1/129: (18.9/3, lift 12.1)
PC1 > -0.1595066
PC2 <= 0.9487218
PC4 > -0.8803262
PC9 > 0.3737549
PC10 <= 0.6647269
PC68 > -1.87419
PC94 > 0.2663097
-> class 1\|1 [0.808]
Rule 1/130: (72.7/25.8, lift 9.6)
PC2 <= 0.9487218
PC4 <= -0.8803262
PC9 > 0.3737549
PC27 <= 0.3772089
PC51 <= 1.224885
PC68 > -1.87419
-> class 1\|1 [0.642]
Rule 1/131: (128/46.2, lift 9.5)
PC2 > 0.9487218
PC3 > 0.9146596
PC38 <= 0.1151649
PC63 > 2.211293
-> class 1\|1 [0.637]
Rule 1/132: (225.8, lift 16.1)
PC1 > -0.1595066
PC6 > -1.293618
PC9 <= 0.3737549
PC13 <= -0.2661764
PC19 <= -1.25138
PC28 > -0.2116814
-> class 1\|2 [0.996]
Rule 1/133: (118.9, lift 16.0)
PC1 > -0.1595066
PC2 <= 0.9487218
PC6 > -1.293618
PC8 > -4.510222
PC9 <= 0.3737549
PC27 <= -0.4408608
PC96 > -1.684129
-> class 1\|2 [0.992]
Rule 1/134: (131.1, lift 16.1)
PC1 > -0.1595066
PC3 > -0.4365655
PC7 > 1.45021
PC9 <= 0.3737549
PC19 <= -1.25138
PC47 > -1.122921
-> class 1\|2 [0.992]
Rule 1/135: (157.6/1.5, lift 15.9)
PC1 > 8.76875
PC6 > -1.293618
PC9 <= 0.3737549
PC19 <= -1.25138
PC49 > -1.291398
PC79 <= 0.514116
PC96 > -1.684129
-> class 1\|2 [0.984]
Rule 1/136: (51.5, lift 15.9)
PC1 > 13.07604
PC8 > -4.510222
PC11 > 6.549788
-> class 1\|2 [0.981]
Rule 1/137: (50.8, lift 15.9)
PC1 > -0.1595066
PC9 > 0.3737549
PC19 <= -2.164653
-> class 1\|2 [0.981]
Rule 1/138: (41.7, lift 15.8)
PC1 > -0.1595066
PC2 <= 0.9487218
PC8 > 1.510152
PC9 > 0.3737549
PC27 > 0.3772089
-> class 1\|2 [0.977]
Rule 1/139: (75.7/0.8, lift 15.8)
PC3 > 9.508333
PC16 > 0.3654078
PC38 > 0.1151649
-> class 1\|2 [0.977]
Rule 1/140: (37.9, lift 15.8)
PC1 > -0.1595066
PC6 > -1.293618
PC13 > -0.2661764
PC19 <= -1.25138
PC94 > 0.4191362
-> class 1\|2 [0.975]
Rule 1/141: (59.1/0.8, lift 15.7)
PC1 > -0.1595066
PC1 <= 8.76875
PC6 > -1.293618
PC19 <= -1.25138
PC47 <= -1.122921
-> class 1\|2 [0.971]
Rule 1/142: (48.5/0.8, lift 15.6)
PC1 > -0.1595066
PC6 > -1.293618
PC13 > 0.5981593
PC19 <= -1.25138
PC47 > -1.122921
-> class 1\|2 [0.965]
Rule 1/143: (47.7/1.5, lift 15.4)
PC1 > -0.1595066
PC6 > -1.293618
PC9 <= 0.3737549
PC19 <= -1.25138
PC61 > 0.7707137
-> class 1\|2 [0.949]
Rule 1/144: (29.5/0.8, lift 15.3)
PC2 <= 0.9487218
PC7 <= -7.646937
PC9 > 0.3737549
-> class 1\|2 [0.944]
Rule 1/145: (23.5/0.8, lift 15.1)
PC2 <= 0.9487218
PC3 > 0.8786277
PC9 <= 0.3737549
PC19 > -1.25138
-> class 1\|2 [0.931]
Rule 1/146: (90.1/6.8, lift 14.8)
PC1 > -0.1595066
PC2 <= 0.9487218
PC51 > 1.224885
-> class 1\|2 [0.915]
Rule 1/147: (438.6/39.4, lift 14.7)
PC2 > 0.9487218
PC3 > 0.9146596
PC14 > -1.848832
PC16 > 0.3654078
PC38 <= 0.1151649
PC63 <= 2.211293
-> class 1\|2 [0.908]
Rule 1/148: (86.4/8.3, lift 14.5)
PC2 > 0.9487218
PC3 > 0.9146596
PC16 > 0.3654078
PC20 <= -1.43024
-> class 1\|2 [0.894]
Rule 1/149: (5.3, lift 14.0)
PC1 > -0.1595066
PC2 <= 0.9487218
PC8 <= -4.510222
PC25 <= -0.2304425
-> class 1\|2 [0.863]
Rule 1/150: (50.8/6.8, lift 13.8)
PC2 > 0.9487218
PC3 > 0.9146596
PC16 > -0.9303704
PC16 <= 0.3654078
PC50 <= -0.1767377
PC51 <= -0.3092318
-> class 1\|2 [0.852]
Rule 1/151: (26.5/4.5, lift 13.0)
PC1 > -0.1595066
PC2 <= 0.9487218
PC9 > 0.3737549
PC10 > 0.6647269
PC77 > 0.2605191
-> class 1\|2 [0.806]
Rule 1/152: (1143.9/569.7, lift 8.1)
PC2 > 0.9487218
PC3 > 0.9146596
PC16 > 0.3654078
-> class 1\|2 [0.502]
Rule 1/153: (419.7/5.3, lift 24.0)
PC2 > 0.9487218
PC3 > 0.9146596
PC3 <= 9.508333
PC5 > -6.049535
PC16 > 0.3654078
PC20 > -1.43024
PC36 > -0.1039402
PC38 > 0.1151649
PC100 <= 0.5882013
-> class 1\|3 [0.985]
Rule 1/154: (234.8/5.3, lift 23.7)
PC1 > -0.1595066
PC1 <= 8.76875
PC3 > -0.4365655
PC6 > -1.293618
PC7 <= 1.45021
PC13 > -0.2661764
PC13 <= 0.5981593
PC19 <= -1.25138
PC27 > -0.4408608
PC47 > -1.122921
PC61 <= 0.7707137
PC76 > -0.829327
PC94 <= 0.4191362
-> class 1\|3 [0.973]
Rule 1/155: (32.6, lift 23.7)
PC1 > -0.1595066
PC2 <= 0.9487218
PC9 <= 0.3737549
PC13 <= -0.2661764
PC28 <= -0.2116814
-> class 1\|3 [0.971]
Rule 1/156: (52.3/3, lift 22.6)
PC2 > 0.9487218
PC16 > 8.170175
PC38 > 0.1151649
-> class 1\|3 [0.926]
Rule 1/157: (10.6, lift 22.4)
PC1 > -0.1595066
PC2 <= 0.9487218
PC8 > -4.510222
PC9 <= 0.3737549
PC13 > -0.2661764
PC79 > 0.514116
-> class 1\|3 [0.921]
Rule 1/158: (7.6, lift 21.8)
PC1 > 8.76875
PC6 > -1.293618
PC9 <= 0.3737549
PC19 <= -1.25138
PC49 <= -1.291398
-> class 1\|3 [0.896]
Rule 1/159: (13.6/3, lift 18.1)
PC1 > -0.1595066
PC2 <= 0.9487218
PC8 <= 1.510152
PC9 > 0.3737549
PC27 > 0.3772089
-> class 1\|3 [0.742]
Rule 1/160: (65.2/26.5, lift 14.4)
PC1 > -0.1595066
PC2 <= 0.9487218
PC16 > -2.183231
PC27 <= 0.3772089
PC51 <= 1.224885
PC68 <= -1.87419
-> class 1\|3 [0.590]
Rule 1/161: (580.3/3, lift 9.7)
PC1 <= -0.1595066
PC8 > 0.03259309
PC19 <= -0.6097189
PC20 <= -0.1076561
PC29 <= -0.001066188
PC62 <= 1.286232
-> class 2\|0 [0.993]
Rule 1/162: (1153.7/9.1, lift 9.7)
PC7 > 0.6802056
PC11 > -0.6548357
PC20 <= -0.1076561
PC21 > 0.6690692
PC45 <= 0.3439099
PC52 <= 0.2478447
PC60 > -0.4184554
PC62 <= 1.286232
PC70 > -0.2392359
-> class 2\|0 [0.991]
Rule 1/163: (1051.4/9.1, lift 9.6)
PC7 > 0.6802056
PC11 > -0.6548357
PC19 <= -0.7436116
PC21 > 0.6690692
PC52 <= 0.2478447
PC60 > -0.4184554
PC70 > -0.2392359
-> class 2\|0 [0.990]
Rule 1/164: (52.3/0.8, lift 9.4)
PC1 <= -0.1595066
PC8 > 1.961819
PC10 <= 0.01184554
PC20 > -0.1076561
PC65 > 0.7072691
-> class 2\|0 [0.968]
Rule 1/165: (402.2/13.6, lift 9.4)
PC2 <= 0.9487218
PC8 > 0.03259309
PC19 <= -2.224949
PC20 <= -0.1076561
PC37 <= 0.5671712
PC52 <= 0.2478447
PC62 <= 1.286232
PC70 > -0.2392359
PC77 > -1.100673
-> class 2\|0 [0.964]
Rule 1/166: (65.9/1.5, lift 9.4)
PC1 <= -0.1595066
PC8 > 1.961819
PC12 > 0.3447308
PC20 > -0.1076561
PC80 <= -0.4483138
-> class 2\|0 [0.963]
Rule 1/167: (64.4/1.5, lift 9.4)
PC2 <= 0.9487218
PC8 > 0.03259309
PC11 > -0.6548357
PC20 <= -0.1076561
PC29 > -0.001066188
PC62 <= -1.361028
PC70 > -0.2392359
-> class 2\|0 [0.962]
Rule 1/168: (78/2.3, lift 9.3)
PC1 > -0.1595066
PC1 <= 13.07604
PC2 <= 0.9487218
PC6 <= -1.293618
PC8 > -4.510222
PC44 > 0.800207
PC71 > -0.7803868
-> class 2\|0 [0.959]
Rule 1/169: (1258.4/70.5, lift 9.2)
PC1 <= -0.1595066
PC8 > 0.03259309
PC11 > -0.6548357
PC20 <= -0.1076561
PC21 > 0.6690692
PC32 > 0.1982836
PC52 <= 0.2478447
PC62 <= 1.286232
PC70 > -0.2392359
-> class 2\|0 [0.943]
Rule 1/170: (337.1/20.5, lift 9.1)
PC1 <= -0.1595066
PC8 > 1.961819
PC32 > 1.688222
PC80 > -0.4483138
-> class 2\|0 [0.937]
Rule 1/171: (9.9, lift 8.9)
PC1 <= -0.1595066
PC8 > 1.961819
PC49 <= -0.6784526
PC80 > -0.4483138
PC89 <= -0.3672359
-> class 2\|0 [0.916]
Rule 1/172: (208.3/20.5, lift 8.7)
PC8 > 1.961819
PC15 <= 2.52419
PC19 <= -1.532776
PC49 > -0.6784526
PC65 <= 0.7072691
PC89 <= -0.3672359
-> class 2\|0 [0.898]
Rule 1/173: (62.9/6.1, lift 8.7)
PC1 <= -0.1595066
PC2 > -1.025067
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 > -0.1076561
PC95 > 0.08163299
-> class 2\|0 [0.891]
Rule 1/174: (386.3/85.6, lift 7.6)
PC1 <= -0.1595066
PC8 > 1.961819
PC65 <= 0.7072691
PC80 <= -0.4483138
-> class 2\|0 [0.777]
Rule 1/175: (80.3, lift 9.4)
PC1 <= -0.1595066
PC8 > 0.03259309
PC11 > -0.6548357
PC21 > 0.6690692
PC32 <= 0.1982836
PC60 <= -0.4184554
-> class 2\|1 [0.988]
Rule 1/176: (58.3, lift 9.3)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC5 > -1.163731
PC8 > -3.17329
PC62 > -5.666328
PC76 <= -1.054394
PC100 > -0.8397883
-> class 2\|1 [0.983]
Rule 1/177: (703/11.4, lift 9.3)
PC1 <= -0.1595066
PC8 > 1.961819
PC15 <= 2.52419
PC19 > -1.532776
PC20 > -0.1076561
PC23 <= 1.600178
PC32 <= 1.688222
PC49 > -0.6784526
PC65 <= 0.7072691
PC80 > -0.4483138
-> class 2\|1 [0.982]
Rule 1/178: (41.7, lift 9.3)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC4 <= -0.4804776
PC8 <= 1.961819
PC10 > 0.04386396
PC20 > -0.1076561
-> class 2\|1 [0.977]
Rule 1/179: (170.4/3, lift 9.3)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC10 > 0.04386396
PC20 > -0.1076561
PC75 <= -0.7031395
-> class 2\|1 [0.977]
Rule 1/180: (39.4, lift 9.2)
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC10 > 0.04386396
PC56 > -0.2675757
PC79 <= 0.2087173
PC94 <= -0.923311
-> class 2\|1 [0.976]
Rule 1/181: (106.8/2.3, lift 9.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 <= -0.1076561
PC52 > 0.2478447
PC77 > -1.100673
-> class 2\|1 [0.970]
Rule 1/182: (165.9/4.5, lift 9.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 <= -0.1076561
PC62 > 1.286232
-> class 2\|1 [0.967]
Rule 1/183: (49.2/0.8, lift 9.1)
PC1 <= -0.1595066
PC8 > 1.961819
PC12 <= 0.3447308
PC20 > -0.1076561
PC80 <= -0.4483138
-> class 2\|1 [0.966]
Rule 1/184: (25.8, lift 9.1)
PC1 > -0.1595066
PC2 <= 0.9487218
PC8 > -4.510222
PC9 <= 0.3737549
PC44 > 0.800207
PC71 <= -0.7803868
-> class 2\|1 [0.964]
Rule 1/185: (23.5, lift 9.1)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC9 > -3.60995
PC44 > 0.8791986
PC81 > 0.06362633
-> class 2\|1 [0.961]
Rule 1/186: (93.2/3, lift 9.1)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 > -0.1076561
PC27 <= -0.5072927
PC44 <= 0.8791986
PC50 <= 0.2657936
PC81 > 0.06362633
-> class 2\|1 [0.958]
Rule 1/187: (86.4/3, lift 9.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC10 > 0.04386396
PC76 <= -0.00582816
PC81 <= 0.06362633
PC84 <= -0.2631463
-> class 2\|1 [0.954]
Rule 1/188: (48.5/1.5, lift 9.0)
PC1 <= -0.1595066
PC2 > -1.025067
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC20 > -0.1076561
PC95 <= 0.08163299
-> class 2\|1 [0.950]
Rule 1/189: (32.6/0.8, lift 9.0)
PC2 <= 0.9487218
PC8 > 0.03259309
PC19 > -0.7436116
PC21 > 0.6690692
PC45 > 0.3439099
PC60 > -0.4184554
-> class 2\|1 [0.949]
Rule 1/190: (103/4.5, lift 9.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.2256598
PC8 <= 1.961819
PC10 > 0.04386396
PC50 > 0.2657936
PC81 <= 0.479285
PC93 <= 0.4416389
-> class 2\|1 [0.947]
Rule 1/191: (74.2/3, lift 9.0)
PC1 <= -0.1595066
PC8 > 0.03259309
PC21 > 0.6690692
PC60 <= -0.4184554
PC70 > -0.2392359
PC96 > 0.07905725
-> class 2\|1 [0.947]
Rule 1/192: (28.8/0.8, lift 8.9)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC33 <= -0.2528173
PC57 > 0.3862784
PC86 > 0.9622274
-> class 2\|1 [0.943]
Rule 1/193: (80.3/3.8, lift 8.9)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 > -0.1076561
PC53 <= -1.102365
-> class 2\|1 [0.942]
Rule 1/194: (115.2/6.1, lift 8.9)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 <= -0.1076561
PC29 <= 0.326173
PC70 <= -0.2392359
-> class 2\|1 [0.940]
Rule 1/195: (674.2/40.9, lift 8.9)
PC1 <= -0.1595066
PC8 > 1.961819
PC10 > 0.01184554
PC20 > -0.1076561
PC23 <= 1.600178
-> class 2\|1 [0.938]
Rule 1/196: (25/0.8, lift 8.9)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC50 <= 0.2657936
PC56 > -0.2675757
PC81 <= 0.06362633
PC87 <= -0.7905046
-> class 2\|1 [0.935]
Rule 1/197: (148.5/10.6, lift 8.7)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC19 > -2.224949
PC20 <= -0.1076561
PC21 <= 0.6690692
PC29 > -0.001066188
PC37 <= 0.5671712
PC62 > -1.361028
PC68 <= 1.237652
PC70 > -0.2392359
PC95 <= 0.3764446
-> class 2\|1 [0.923]
Rule 1/198: (96.2/6.8, lift 8.7)
PC7 <= 0.6802056
PC8 > 0.03259309
PC10 > -0.2776828
PC11 > -0.6548357
PC20 <= -0.1076561
PC21 > 0.6690692
PC70 > -0.2392359
-> class 2\|1 [0.920]
Rule 1/199: (9.9, lift 8.7)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC30 > 0.1863142
PC60 > 0.3016474
PC84 > 0.04348685
PC87 <= -0.7087166
-> class 2\|1 [0.916]
Rule 1/200: (257.6/21.2, lift 8.7)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC11 > -0.6548357
PC19 > -0.6097189
PC21 <= 0.6690692
PC29 <= -0.001066188
-> class 2\|1 [0.914]
Rule 1/201: (65.9/5.3, lift 8.6)
PC1 <= -0.1595066
PC8 > 0.03259309
PC11 <= -0.6548357
PC19 > -1.074645
PC20 <= -0.1076561
PC80 > -0.4039285
-> class 2\|1 [0.907]
Rule 1/202: (241.7/30.3, lift 8.3)
PC1 <= -0.1595066
PC2 <= -1.025067
PC8 > 0.03259309
PC20 > -0.1076561
PC50 <= 0.2657936
PC75 > -0.7031395
PC76 > -0.00582816
PC79 <= 0.2087173
PC81 <= 0.06362633
-> class 2\|1 [0.872]
Rule 1/203: (16.7/1.5, lift 8.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC9 > -3.60995
PC10 > 0.04386396
PC53 > -1.102365
PC56 <= -0.2675757
PC76 <= -0.00582816
PC81 <= 0.06362633
-> class 2\|1 [0.865]
Rule 1/204: (207.6/30.3, lift 8.1)
PC1 <= -0.1595066
PC2 <= -1.025067
PC8 > 0.03259309
PC8 <= 1.961819
PC10 <= 0.04386396
PC11 > -3.149428
PC20 > -0.1076561
PC44 <= 0.7396466
-> class 2\|1 [0.851]
Rule 1/205: (20.5/3, lift 7.8)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC10 > 0.04386396
PC20 > -0.1076561
PC79 > 0.2087173
-> class 2\|1 [0.821]
Rule 1/206: (36.4/6.1, lift 7.7)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC30 > 0.1863142
PC36 > 0.2510339
PC60 > 0.3016474
PC84 > 0.04348685
-> class 2\|1 [0.816]
Rule 1/207: (35.6/16.7, lift 5.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC6 <= 6.78757
PC8 > -3.17329
PC8 <= 0.03259309
PC45 > 0.3298274
PC60 <= 0.3016474
PC76 > -1.054394
-> class 2\|1 [0.530]
Rule 1/208: (136.4/2.3, lift 10.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC28 > -0.144028
PC30 <= 0.1863142
PC33 > -0.2528173
PC43 <= -1.724532
PC76 > -1.054394
-> class 2\|2 [0.976]
Rule 1/209: (218.2/4.5, lift 10.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC10 > 0.04386396
PC20 > -0.1076561
PC27 > -0.5072927
PC44 <= 0.8791986
PC50 <= 0.2657936
PC53 > -1.102365
PC75 > -0.7031395
PC79 <= 0.2087173
PC81 > 0.06362633
-> class 2\|2 [0.975]
Rule 1/210: (42.4/0.8, lift 10.0)
PC1 > -0.1595066
PC1 <= 13.07604
PC2 <= 0.9487218
PC6 <= -1.293618
PC8 > -4.510222
PC44 <= 0.800207
PC84 <= -0.08783618
-> class 2\|2 [0.960]
Rule 1/211: (21.2, lift 10.0)
PC1 <= -0.1595066
PC8 > 0.03259309
PC11 <= -3.149428
-> class 2\|2 [0.957]
Rule 1/212: (14.4, lift 9.8)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC8 <= 1.961819
PC20 > -0.1076561
PC50 > 0.2657936
PC93 > 0.4416389
-> class 2\|2 [0.939]
Rule 1/213: (12.9, lift 9.7)
PC5 > -1.163731
PC8 > -3.17329
PC8 <= 0.03259309
PC62 <= -5.666328
PC76 <= -1.054394
-> class 2\|2 [0.933]
Rule 1/214: (227.3/15.9, lift 9.7)
PC1 <= -0.1595066
PC2 <= -1.025067
PC4 > -0.4804776
PC8 > 0.03259309
PC8 <= 1.961819
PC10 > 0.04386396
PC20 > -0.1076561
PC50 <= 0.2657936
PC53 > -1.102365
PC56 > -0.2675757
PC75 > -0.7031395
PC76 <= -0.00582816
PC79 <= 0.2087173
PC84 > -0.2631463
PC87 > -0.7905046
PC94 > -0.923311
-> class 2\|2 [0.926]
Rule 1/215: (9.1, lift 9.5)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC20 <= -0.1076561
PC21 <= 0.6690692
PC37 > 0.5671712
PC70 > -0.2392359
-> class 2\|2 [0.910]
Rule 1/216: (21.2/1.5, lift 9.3)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC5 > -1.163731
PC8 > -3.17329
PC8 <= 0.03259309
PC76 <= -1.054394
PC100 <= -0.8397883
-> class 2\|2 [0.892]
Rule 1/217: (9.8/0.8, lift 8.9)
PC1 <= -0.1595066
PC2 <= -1.025067
PC8 > 0.03259309
PC8 <= 0.2256598
PC50 > 0.2657936
-> class 2\|2 [0.852]
Rule 1/218: (159.8/33.3, lift 8.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC5 > -0.2209428
PC8 <= 0.03259309
PC38 > 0.138903
PC44 <= 0.9311759
PC54 > 0.3231218
-> class 2\|2 [0.788]
Rule 1/219: (132.6/45.5, lift 6.8)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > 0.03259309
PC23 > 1.600178
-> class 2\|2 [0.655]
Rule 1/220: (2649.3/1329.6, lift 5.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC76 > -1.054394
-> class 2\|2 [0.498]
Rule 1/221: (212.9, lift 8.3)
PC1 <= -0.1595066
PC5 <= -0.4144403
PC8 > -3.17329
PC8 <= -1.288623
PC10 > -0.06445465
PC45 <= 0.3298274
PC63 <= 0.08645862
PC79 > -0.2593714
-> class 2\|3 [0.995]
Rule 1/222: (269.7/3, lift 8.3)
PC1 <= -0.1595066
PC8 <= -3.17329
PC18 > -0.4932421
PC38 <= 0.138903
PC54 <= 1.662174
PC85 <= 0.289643
PC95 <= 0.007704986
-> class 2\|3 [0.985]
Rule 1/223: (106.8/0.8, lift 8.3)
PC1 <= -0.1595066
PC8 <= -3.17329
PC18 > -0.4932421
PC38 <= 0.138903
PC42 <= -0.4125371
PC44 <= 0.9311759
-> class 2\|3 [0.984]
Rule 1/224: (58.3, lift 8.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC6 > -0.5188246
PC8 > -3.17329
PC8 <= -1.288623
PC10 <= -0.06445465
PC37 <= 1.408006
PC60 <= 0.3016474
-> class 2\|3 [0.983]
Rule 1/225: (47, lift 8.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC17 > 0.6107572
PC33 > -0.2528173
PC60 > 0.3016474
PC76 > -1.054394
PC96 <= -0.001453825
-> class 2\|3 [0.980]
Rule 1/226: (37.1, lift 8.2)
PC1 <= -0.1595066
PC6 > 6.78757
PC8 <= 0.03259309
PC60 <= 0.3016474
-> class 2\|3 [0.974]
Rule 1/227: (222.7/5.3, lift 8.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 <= -1.288623
PC10 <= -0.06445465
PC15 > -2.639711
PC47 > -0.1410343
PC60 <= 0.3016474
PC76 > -1.054394
PC79 > -0.2593714
-> class 2\|3 [0.972]
Rule 1/228: (31.1, lift 8.1)
PC2 <= 0.9487218
PC3 > -1.640187
PC6 <= 6.78757
PC8 > -3.17329
PC8 <= 0.03259309
PC15 <= -2.639711
PC60 <= 0.3016474
-> class 2\|3 [0.970]
Rule 1/229: (22, lift 8.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= -1.288623
PC12 <= 3.699329
PC45 <= 0.3298274
PC60 <= 0.3016474
PC76 > -1.054394
PC79 <= -0.2593714
-> class 2\|3 [0.958]
Rule 1/230: (518.2/22, lift 8.0)
PC1 <= -0.264861
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC17 <= 0.6107572
PC28 > -0.144028
PC29 <= 0.2775553
PC30 <= 0.1502499
PC33 > -0.2528173
PC43 > -1.724532
PC49 > -0.4592837
PC50 > -0.9150133
PC60 > 0.3016474
PC65 <= 0.9533288
-> class 2\|3 [0.956]
Rule 1/231: (78/3, lift 8.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC4 > -0.3480053
PC8 <= -1.288623
PC33 > 0.1693985
PC45 <= 0.3298274
PC60 <= 0.3016474
PC63 <= 0.08645862
-> class 2\|3 [0.950]
Rule 1/232: (63.6/2.3, lift 8.0)
PC3 > -1.640187
PC8 > -3.17329
PC8 <= 0.03259309
PC12 > 3.699329
PC30 <= 0.2058713
PC60 <= 0.3016474
PC76 > -1.054394
-> class 2\|3 [0.950]
Rule 1/233: (16.7, lift 7.9)
PC2 <= 0.9487218
PC8 <= 0.03259309
PC14 > 2.132651
PC22 <= 0.4677752
PC30 <= -0.1221041
PC58 <= 0.2430695
-> class 2\|3 [0.946]
Rule 1/234: (107.6/5.3, lift 7.9)
PC2 <= 0.9487218
PC3 > -1.640187
PC8 <= -1.288623
PC15 > -2.639711
PC37 <= 1.408006
PC60 <= 0.3016474
PC76 > -1.054394
PC94 > 0.6326718
-> class 2\|3 [0.942]
Rule 1/235: (12.9, lift 7.8)
PC2 <= 0.9487218
PC8 <= -1.288623
PC37 <= 1.408006
PC60 <= 0.3016474
PC76 > -1.054394
PC83 > 1.330429
-> class 2\|3 [0.933]
Rule 1/236: (32.6/2.3, lift 7.6)
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= -1.288623
PC14 <= -1.269763
PC37 <= 1.408006
PC60 <= 0.3016474
PC63 <= 0.08645862
PC94 <= 0.6326718
-> class 2\|3 [0.905]
Rule 1/237: (34.1/3, lift 7.5)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC47 <= -0.7438647
PC58 <= 0.2430695
PC60 > 0.3016474
PC84 <= 0.04348685
-> class 2\|3 [0.888]
Rule 1/238: (69.7/7.6, lift 7.4)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC30 > 0.1863142
PC36 <= 0.2510339
PC58 <= 0.2430695
PC60 > 0.3016474
PC84 > 0.04348685
PC87 > -0.7087166
-> class 2\|3 [0.880]
Rule 1/239: (43.2/8.3, lift 6.7)
PC2 <= 0.9487218
PC3 > -1.640187
PC4 <= -0.3480053
PC8 > -3.17329
PC8 <= -1.288623
PC10 > -0.06445465
PC60 <= 0.3016474
PC76 > -1.054394
-> class 2\|3 [0.793]
Rule 1/240: (40.2/10.6, lift 6.1)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC33 <= -0.2528173
PC37 <= 1.408006
PC57 > 0.3862784
PC58 <= 0.2430695
PC86 <= 0.9622274
-> class 2\|3 [0.725]
Rule 1/241: (22.7/11.4, lift 4.2)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC3 <= -1.640187
PC8 <= 0.03259309
-> class 2\|3 [0.500]
Rule 1/242: (9198.4/6972.8, lift 2.0)
PC1 <= -0.1595066
PC2 <= 0.9487218
-> class 2\|3 [0.242]
Rule 1/243: (11769.5/9392.4, lift 1.7)
PC2 <= 0.9487218
-> class 2\|3 [0.202]
Rule 1/244: (122/0.8, lift 17.7)
PC1 <= -0.1595066
PC5 <= -0.2209428
PC8 <= -3.17329
PC21 > 0.3200625
-> class 2\|4 [0.986]
Rule 1/245: (71.2/0.8, lift 17.5)
PC1 > -0.1595066
PC8 <= -4.510222
PC21 > 0.002863731
PC65 > -2.581725
PC85 > 0.4262402
-> class 2\|4 [0.976]
Rule 1/246: (100.8/1.5, lift 17.5)
PC5 > 0.1154924
PC8 <= -3.17329
PC11 <= -0.8080708
PC18 <= -0.1780865
PC38 <= 0.138903
PC42 > -0.4125371
PC54 <= 1.662174
PC67 <= 0.3265954
PC82 <= 0.1318398
PC85 > -0.5435712
PC85 <= 0.289643
PC95 > 0.007704986
-> class 2\|4 [0.976]
Rule 1/247: (266.6/7.6, lift 17.4)
PC1 <= -0.1595066
PC5 > -0.2209428
PC8 <= -3.17329
PC44 > 0.9311759
PC64 <= 1.34472
PC79 <= 0.3171894
-> class 2\|4 [0.968]
Rule 1/248: (281.8/9.8, lift 17.3)
PC2 <= 0.9487218
PC8 <= -3.17329
PC16 <= -0.07314441
PC38 <= 0.138903
PC49 <= 0.1794595
PC56 <= 0.3467955
PC85 > 0.289643
PC90 > -0.4841793
PC93 <= 0.3468122
-> class 2\|4 [0.962]
Rule 1/249: (228/12.9, lift 16.9)
PC1 <= -0.1595066
PC8 <= -3.17329
PC28 > 0.04549059
PC38 <= 0.138903
PC85 <= 0.289643
-> class 2\|4 [0.940]
Rule 1/250: (10.6, lift 16.5)
PC2 <= 0.9487218
PC8 <= -3.17329
PC85 > 0.289643
PC93 > 0.3468122
PC95 > 1.539598
-> class 2\|4 [0.921]
Rule 1/251: (45.5/3, lift 16.4)
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC17 > 0.6107572
PC33 > -0.2528173
PC60 > 0.3016474
PC96 > -0.001453825
-> class 2\|4 [0.915]
Rule 1/252: (9.1, lift 16.3)
PC1 > -0.264861
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC58 <= 0.2430695
PC60 > 0.3016474
-> class 2\|4 [0.910]
Rule 1/253: (7.6, lift 16.1)
PC37 <= -17.50428
-> class 2\|4 [0.896]
Rule 1/254: (9.9/0.8, lift 15.3)
PC1 > -0.1595066
PC2 <= 0.9487218
PC6 > -1.293618
PC8 > -4.510222
PC9 <= 0.3737549
PC19 > -1.25138
PC58 <= -0.4834135
-> class 2\|4 [0.852]
Rule 1/255: (6.8/0.8, lift 14.4)
PC8 <= -3.17329
PC39 <= -4.255352
PC85 <= 0.289643
-> class 2\|4 [0.801]
Rule 1/256: (25/4.5, lift 14.3)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC14 <= 2.132651
PC29 > 0.2775553
PC30 <= 0.1863142
PC60 > 0.3016474
-> class 2\|4 [0.795]
Rule 1/257: (34.1/6.8, lift 14.1)
PC1 <= -0.1595066
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC37 > 1.408006
-> class 2\|4 [0.783]
Rule 1/258: (30.3/6.1, lift 14.0)
PC2 <= 0.9487218
PC8 > -3.17329
PC8 <= 0.03259309
PC29 <= 0.2775553
PC30 <= 0.1863142
PC33 > -0.2528173
PC60 > 0.3016474
PC65 > 0.9533288
PC76 > -1.054394
-> class 2\|4 [0.781]
Default class: 0\|2
----- Trial 2: -----
Rules:
Rule 2/1: (78/0.6, lift 18.3)
PC13 <= 7.685694
PC17 > -0.3188723
PC18 > 0.6264705
PC26 <= -0.6701717
PC33 <= 3.147327
PC49 <= 0.9187676
PC56 <= 1.217546
PC82 > -1.210986
-> class 0\|0 [0.980]
Rule 2/2: (48.7, lift 18.3)
PC2 > -0.1416927
PC9 > 0.414758
PC18 > 0.6264705
PC35 > 0.4428198
-> class 0\|0 [0.980]
Rule 2/3: (19, lift 17.8)
PC1 <= -0.3350028
PC2 > -0.1416927
PC5 > -2.398256
PC5 <= -0.7813728
PC18 > -2.332614
PC64 > 0.9884205
-> class 0\|0 [0.952]
Rule 2/4: (7.5/1.2, lift 14.4)
PC2 > -0.1416927
PC17 <= -0.3188723
PC18 > 0.6264705
PC53 <= -1.087344
PC56 > -0.6469362
PC77 > -2.135861
PC98 > -1.416949
-> class 0\|0 [0.774]
Rule 2/5: (36.4/8.1, lift 14.2)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC17 <= -0.3188723
PC18 > 0.6264705
PC49 <= 1.114548
PC56 <= -0.6469362
PC98 > -1.416949
-> class 0\|0 [0.762]
Rule 2/6: (1770.2/838.5, lift 9.8)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 8.296689
PC17 > -0.3188723
PC18 > 0.6264705
PC28 <= 3.406951
PC49 <= 1.114548
PC66 <= 2.271071
PC72 <= 1.023409
PC98 > -1.416949
-> class 0\|0 [0.526]
Rule 2/7: (118.4, lift 13.3)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 <= 9.035728
PC17 <= -0.3188723
PC18 > 0.6264705
PC28 <= 3.406951
PC32 > -0.8894044
PC46 <= 2.019221
PC53 > -1.087344
PC56 > -0.6469362
PC77 > -2.135861
PC99 > -0.4907387
-> class 0\|1 [0.992]
Rule 2/8: (89.3, lift 13.2)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 8.296689
PC17 > -0.3188723
PC18 > 0.6264705
PC24 <= 1.588003
PC26 > 0.6524322
PC56 <= 1.217546
PC82 > -1.210986
PC86 > -1.532868
PC98 > -1.134531
-> class 0\|1 [0.989]
Rule 2/9: (114.2/0.6, lift 13.2)
PC1 <= -0.3350028
PC9 <= 0.414758
PC13 > -5.014024
PC13 <= 7.685694
PC17 > -0.3188723
PC18 > 0.6264705
PC35 > 0.4428198
PC47 <= 0.8611545
PC82 > -1.210986
-> class 0\|1 [0.986]
Rule 2/10: (55.5, lift 13.1)
PC1 <= -0.3350028
PC13 <= 8.296689
PC18 > 0.6264705
PC21 <= 0.4791392
PC32 <= 0.5208148
PC35 <= 0.4428198
PC56 <= 1.217546
PC60 > -0.2017698
PC89 > 0.2291946
PC94 <= 0.7938609
PC98 > -1.416949
PC100 > -0.7559403
-> class 0\|1 [0.983]
Rule 2/11: (54.5, lift 13.1)
PC2 > -0.1416927
PC5 > -0.7813728
PC33 > -0.2955527
PC52 > -0.4059413
PC56 > -1.835677
PC56 <= 0.5600032
PC78 > 1.749331
-> class 0\|1 [0.982]
Rule 2/12: (52.3, lift 13.1)
PC1 <= -0.3350028
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC21 <= 0.4791392
PC25 > 0.3210893
PC32 <= 0.5208148
PC35 <= 0.4428198
PC49 <= 1.114548
PC60 <= -0.2017698
PC82 > -1.210986
PC86 > -1.532868
PC98 > -1.416949
-> class 0\|1 [0.982]
Rule 2/13: (49.8, lift 13.1)
PC17 > -0.3188723
PC18 > 0.6264705
PC21 <= -0.9078286
PC60 > -0.1871502
PC82 > -1.210986
PC98 > -1.416949
-> class 0\|1 [0.981]
Rule 2/14: (49.2, lift 13.1)
PC18 > 0.6264705
PC26 > -0.6701717
PC32 <= 0.5208148
PC45 > 1.486699
PC46 <= 2.019221
PC60 <= -0.2017698
PC80 > -0.7707753
PC82 > -1.210986
PC100 > -0.7559403
-> class 0\|1 [0.980]
Rule 2/15: (37.6, lift 13.0)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC46 <= 2.019221
PC49 <= 1.114548
PC94 <= 0.7938609
PC95 > 0.8596638
PC100 > -0.7559403
-> class 0\|1 [0.975]
Rule 2/16: (33.1, lift 13.0)
PC1 <= -0.3350028
PC12 > -0.7765414
PC13 <= 9.035728
PC17 > -0.3188723
PC25 <= -0.452711
PC32 <= 0.5208148
PC60 > -0.2017698
PC77 > -2.135861
PC100 > -0.7559403
-> class 0\|1 [0.972]
Rule 2/17: (70.5/1.2, lift 13.0)
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC33 > 3.147327
PC86 > -1.532868
-> class 0\|1 [0.970]
Rule 2/18: (28.8, lift 12.9)
PC1 <= -0.3350028
PC2 > -0.1416927
PC10 <= 3.218005
PC18 > -1.015757
PC18 <= 0.6264705
PC44 <= 0.7117437
PC86 <= -1.772537
-> class 0\|1 [0.968]
Rule 2/19: (84.2/1.7, lift 12.9)
PC1 <= -0.3350028
PC13 <= 8.296689
PC17 > -0.3188723
PC18 > 0.9880695
PC21 <= 0.4791392
PC32 <= 0.5208148
PC35 <= 0.4428198
PC46 > 0.1894281
PC49 <= 1.114548
PC60 > -0.2017698
PC98 > -1.416949
PC100 > -0.7559403
-> class 0\|1 [0.968]
Rule 2/20: (25.3, lift 12.9)
PC1 <= -0.3350028
PC2 > -0.1416927
PC6 <= 0.1806631
PC10 <= 3.218005
PC18 > -1.015757
PC44 <= 0.7117437
PC50 <= -1.183331
-> class 0\|1 [0.963]
Rule 2/21: (25.1, lift 12.9)
PC1 <= -0.3350028
PC2 > 1.40607
PC13 <= 8.296689
PC15 > -0.3743086
PC18 <= 1.296624
PC26 <= 0.6524322
PC32 > 0.5208148
PC46 <= 2.019221
PC72 > -0.5107465
PC77 > -2.135861
PC82 > -1.210986
PC98 > -1.416949
-> class 0\|1 [0.963]
Rule 2/22: (24.6, lift 12.9)
PC18 > 0.6264705
PC21 > 0.3970467
PC21 <= 0.4791392
PC32 <= 0.5208148
PC82 > -1.210986
-> class 0\|1 [0.962]
Rule 2/23: (23.8, lift 12.8)
PC1 <= -0.3350028
PC2 > -0.1416927
PC12 <= -0.7765414
PC13 > -5.014024
PC18 > 0.6264705
PC33 <= 0.9588181
PC35 <= 0.4428198
PC56 <= 1.217546
PC60 > -0.2017698
PC80 > -0.7707753
PC86 > -1.532868
PC94 > -0.8800409
PC94 <= 0.7938609
PC98 > -1.416949
PC100 > -0.7559403
-> class 0\|1 [0.961]
Rule 2/24: (22.8, lift 12.8)
PC2 > -0.1416927
PC3 <= -4.121758
PC13 > -5.014024
PC13 <= 9.035728
PC21 <= 0.4791392
PC26 <= 0.6524322
PC32 > 0.5208148
PC72 > -0.5107465
PC77 > -2.135861
PC94 <= 0.7938609
PC100 > -0.7559403
-> class 0\|1 [0.960]
Rule 2/25: (134.2/4.6, lift 12.8)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC32 <= 0.5208148
PC33 > 0.9588181
PC46 <= 0.1894281
PC56 <= 1.217546
PC60 > -0.2017698
PC82 > -1.210986
PC86 > -1.532868
PC100 > -0.7559403
-> class 0\|1 [0.959]
Rule 2/26: (49.8/1.2, lift 12.8)
PC17 > -0.3188723
PC18 > 0.9420487
PC21 <= 0.4791392
PC22 <= 5.419818
PC49 <= 1.114548
PC56 > 1.217546
PC72 <= 1.023409
PC98 > -1.416949
-> class 0\|1 [0.958]
Rule 2/27: (89/2.9, lift 12.8)
PC13 > -5.014024
PC15 <= -0.3743086
PC18 > 0.6264705
PC21 <= 0.4791392
PC26 > -0.6701717
PC26 <= 0.6524322
PC28 <= 3.406951
PC66 <= 2.271071
-> class 0\|1 [0.957]
Rule 2/28: (35/0.6, lift 12.8)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC18 > 0.6264705
PC26 <= 0.6524322
PC31 <= -0.2716187
PC32 <= 0.5208148
PC82 > -1.210986
-> class 0\|1 [0.957]
Rule 2/29: (132.4/5.2, lift 12.7)
PC1 <= -0.3350028
PC2 > 1.40607
PC5 > -0.7813728
PC10 <= 3.218005
PC18 > -1.015757
PC18 <= 0.6264705
PC32 > -1.693665
PC44 > 0.7117437
PC56 > -2.078349
-> class 0\|1 [0.954]
Rule 2/30: (44.4/1.2, lift 12.7)
PC1 <= -0.3350028
PC2 > 1.40607
PC5 > -2.398256
PC5 <= -0.7813728
PC18 > -2.332614
PC18 <= 0.6264705
PC64 <= 0.9884205
-> class 0\|1 [0.953]
Rule 2/31: (53.6/1.7, lift 12.7)
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC20 > -1.037631
PC66 <= 2.271071
PC98 <= -1.416949
-> class 0\|1 [0.951]
Rule 2/32: (63.8/2.3, lift 12.7)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 <= 9.035728
PC17 > -0.3188723
PC18 <= 4.688849
PC28 <= 3.406951
PC32 <= 0.5208148
PC41 > 0.1511436
PC72 <= 1.023409
PC79 > -1.800981
PC86 > -1.532868
-> class 0\|1 [0.950]
Rule 2/33: (24.3/0.6, lift 12.6)
PC18 <= 0.6264705
PC34 > 5.305574
PC78 <= 1.749331
PC79 <= -1.276785
-> class 0\|1 [0.940]
Rule 2/34: (14, lift 12.5)
PC13 > -5.014024
PC18 > 4.688849
PC49 <= 1.114548
PC60 <= -0.2017698
PC86 > -1.532868
PC94 > -0.8800409
-> class 0\|1 [0.938]
Rule 2/35: (12.7, lift 12.5)
PC13 <= -5.014024
PC18 > 0.6264705
PC25 > 0.5971911
PC28 <= 3.406951
PC46 <= 2.019221
PC77 > -2.135861
-> class 0\|1 [0.932]
Rule 2/36: (44.7/2.3, lift 12.4)
PC13 > -5.014024
PC13 <= 7.685694
PC18 > 0.6264705
PC21 <= 0.4791392
PC26 <= 0.6524322
PC49 <= 1.114548
PC66 <= 2.271071
PC72 <= 1.023409
PC82 > -1.210986
PC86 > -1.532868
PC94 <= -0.8800409
-> class 0\|1 [0.929]
Rule 2/37: (25.7/1.2, lift 12.3)
PC2 > -0.1416927
PC13 <= 7.685694
PC14 > 1.991589
PC18 > 0.6264705
PC32 <= 0.5208148
PC100 > -0.7559403
-> class 0\|1 [0.922]
Rule 2/38: (25.5/1.2, lift 12.3)
PC2 > -0.1416927
PC18 > 0.6264705
PC32 <= 0.5208148
PC46 <= 0.1894281
PC56 <= 1.217546
PC60 > -0.2017698
PC60 <= -0.1871502
-> class 0\|1 [0.921]
Rule 2/39: (31.3/1.7, lift 12.3)
PC13 > -5.014024
PC13 <= 7.685694
PC18 > 0.6264705
PC21 <= 0.4791392
PC28 <= 3.406951
PC46 <= 2.019221
PC56 <= 1.217546
PC82 <= -1.210986
-> class 0\|1 [0.918]
Rule 2/40: (10, lift 12.2)
PC13 <= 9.035728
PC18 > 0.6264705
PC26 > -0.6701717
PC28 > 1.439159
PC35 <= 0.4428198
PC49 <= 1.114548
PC60 <= -0.2017698
PC77 > -2.135861
PC98 > -1.416949
-> class 0\|1 [0.916]
Rule 2/41: (69.7/5.2, lift 12.2)
PC12 > 1.645578
PC13 <= 7.685694
PC18 > 0.6264705
PC26 > -0.6701717
PC49 <= 1.114548
PC66 <= 2.271071
PC72 <= 1.023409
PC94 <= 0.7938609
-> class 0\|1 [0.913]
Rule 2/42: (55.4/4.2, lift 12.2)
PC1 <= -0.3350028
PC2 > 1.40607
PC5 > -0.7813728
PC8 > 0.1566612
PC18 > -1.015757
PC18 <= 0.6264705
PC86 > -1.772537
-> class 0\|1 [0.910]
Rule 2/43: (28/1.7, lift 12.1)
PC1 <= -0.3350028
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 7.685694
PC18 > 0.6264705
PC32 > 0.5208148
PC80 > -0.7707753
PC86 > -1.532868
PC97 > 0.6130037
PC100 > -0.7559403
-> class 0\|1 [0.909]
Rule 2/44: (64/5.3, lift 12.1)
PC1 <= -0.3350028
PC13 > -5.014024
PC17 > -0.3188723
PC18 > 0.6264705
PC19 > -0.01168047
PC21 <= 0.4791392
PC26 > -0.6701717
PC56 <= 1.217546
PC80 > -0.7707753
PC82 > -1.210986
PC86 > -1.532868
PC100 > -0.7559403
-> class 0\|1 [0.904]
Rule 2/45: (52.6/5.2, lift 11.8)
PC2 > -0.1416927
PC18 > 0.6264705
PC32 <= 0.5208148
PC35 <= 0.4428198
PC60 <= -0.2017698
PC72 <= 1.023409
PC79 <= -1.800981
PC80 > -0.7707753
PC100 > -0.7559403
-> class 0\|1 [0.886]
Rule 2/46: (78.9/10.4, lift 11.5)
PC12 > -0.7765414
PC13 <= 8.296689
PC17 > -0.3188723
PC18 > 0.6264705
PC21 <= 0.4791392
PC32 <= 0.5208148
PC46 <= 0.1894281
PC49 <= 1.114548
PC60 > -0.2017698
PC86 > -1.532868
PC94 <= -0.2028561
-> class 0\|1 [0.859]
Rule 2/47: (12.4/1.2, lift 11.4)
PC1 <= -0.3350028
PC2 > -0.1416927
PC6 > 0.1375022
PC18 > -1.015757
PC18 <= 0.6264705
PC26 > -0.4106773
-> class 0\|1 [0.850]
Rule 2/48: (32.6/4.7, lift 11.1)
PC13 > 8.296689
PC13 <= 9.035728
PC18 > 0.6264705
PC72 <= 1.023409
PC77 > -2.135861
PC98 > -1.416949
-> class 0\|1 [0.834]
Rule 2/49: (66.7/15.2, lift 10.2)
PC1 <= -0.3350028
PC2 > -0.1416927
PC10 <= 3.218005
PC18 > -1.015757
PC18 <= 0.6264705
PC37 <= -1.823118
-> class 0\|1 [0.765]
Rule 2/50: (34.9/8.7, lift 9.9)
PC2 > -0.1416927
PC13 > -5.014024
PC13 <= 9.035728
PC18 > 0.6264705
PC66 > 2.271071
-> class 0\|1 [0.737]
Rule 2/51: (10/4.1, lift 7.7)
PC1 <= -0.3350028
PC3 > -0.418959
PC18 > -1.268898
PC18 <= -1.015757
-> class 0\|1 [0.577]
Rule 2/52: (37.1, lift 10.0)
PC4 <= -8.287465
PC18 <= -1.015757
-> class 0\|2 [0.974]
Rule 2/53: (21.4, lift 9.8)
PC2 > -0.1416927
PC13 > -5.014024
PC14 <= 0.335197
PC18 > 0.6264705
PC21 > 0.4791392
PC49 <= 1.114548
PC66 <= 2.271071
-> class 0\|2 [0.957]
Rule 2/54: (33.8/1.7, lift 9.5)
PC1 <= -0.3350028
PC2 > -0.1416927
PC17 > -0.3188723
PC18 <= 0.9420487
PC56 > 1.217546
PC66 <= 2.271071
-> class 0\|2 [0.924]
Rule 2/55: (66.1/4.6, lift 9.4)
PC18 <= -1.015757
PC28 > 3.004325
PC36 <= 3.641171
PC39 > -1.666827
PC44 > -1.762264
PC97 > -1.232648
-> class 0\|2 [0.917]
Rule 2/56: (9903.5/7964.5, lift 2.0)
PC2 > -0.1416927
-> class 0\|2 [0.196]
Rule 2/57: (104.2, lift 12.6)
PC2 > -0.1416927
PC17 <= -1.503526
PC20 <= -3.77979
PC25 > -2.254268
PC46 > -1.28249
PC53 <= 3.772736
PC78 <= 1.749331
-> class 0\|3 [0.991]
Rule 2/58: (100.2, lift 12.6)
PC1 <= -0.3350028
PC17 <= -1.503526
PC18 <= -1.015757
PC31 > -0.2835046
PC34 > -3.188752
PC46 > -1.28249
PC66 > -4.692316
PC78 <= 1.749331
PC94 <= -0.4884409
-> class 0\|3 [0.990]
Rule 2/59: (282.5/2.3, lift 12.6)
PC1 <= -0.3350028
PC4 > -8.287465
PC5 > -0.501222
PC10 > -2.382038
PC17 <= -1.503526
PC18 <= -1.015757
PC28 <= 3.004325
PC31 > -0.2835046
PC32 <= 0.9692289
PC34 > -3.188752
PC44 > -0.3578808
PC47 > -0.8594145
PC57 > -0.7349861
PC63 <= 1.37296
PC70 <= 0.7271047
PC71 <= 0.5845043
PC76 <= 1.15865
PC89 > -0.8118241
PC91 > -1.569897
PC97 <= 0.6074641
PC99 > -0.7344311
-> class 0\|3 [0.988]
Rule 2/60: (97/0.6, lift 12.5)
PC1 <= -0.3350028
PC2 > -0.1416927
PC17 <= -1.503526
PC18 <= 0.6264705
PC28 <= 3.004325
PC31 > -0.2835046
PC32 <= 2.083007
PC63 <= 1.37296
PC70 <= 0.7271047
PC74 > 0.3712149
PC97 <= 1.146016
-> class 0\|3 [0.984]
Rule 2/61: (57.4, lift 12.5)
PC18 <= -1.015757
PC28 <= 3.004325
PC31 > -0.2835046
PC38 > -4.870486
PC55 <= -0.7119342
PC69 > -3.938603
PC78 <= 1.749331
PC89 <= 0.1742614
PC100 > -0.3637367
-> class 0\|3 [0.983]
Rule 2/62: (53.7, lift 12.5)
PC1 > -0.5996194
PC1 <= -0.3350028
PC17 <= -1.503526
PC25 > -2.254268
PC46 > -1.28249
PC70 > 0.7271047
PC78 <= 1.749331
PC97 > -1.232648
-> class 0\|3 [0.982]
Rule 2/63: (104.8/1.2, lift 12.5)
PC4 > -8.287465
PC5 > -0.7813728
PC18 <= -1.015757
PC28 <= 3.004325
PC32 <= 2.083007
PC38 > -2.054124
PC46 > 0.4559802
PC53 <= 3.772736
PC89 <= 0.1742614
PC100 > -0.3637367
-> class 0\|3 [0.980]
Rule 2/64: (42.3, lift 12.4)
PC2 > -0.1416927
PC18 <= -1.015757
PC34 <= 5.305574
PC39 <= -1.666827
PC78 <= 1.749331
-> class 0\|3 [0.977]
Rule 2/65: (38.2, lift 12.4)
PC18 <= 0.6264705
PC36 > 3.641171
PC78 <= 1.749331
-> class 0\|3 [0.975]
Rule 2/66: (30.1, lift 12.3)
PC2 > -0.1416927
PC3 <= -0.418959
PC18 <= -1.015757
PC31 > -0.2835046
PC38 > -4.870486
PC39 > -1.666827
PC66 > -4.692316
PC89 > 1.715887
PC97 > -1.232648
-> class 0\|3 [0.969]
Rule 2/67: (125.4/2.9, lift 12.3)
PC4 > -4.227791
PC4 <= 7.915581
PC10 > 3.218005
PC13 <= 12.85291
PC18 > -1.015757
PC18 <= 0.6264705
PC50 <= 1.299475
-> class 0\|3 [0.969]
Rule 2/68: (38.3/0.6, lift 12.2)
PC1 <= -0.3350028
PC18 <= -1.015757
PC52 <= -0.4059413
PC78 > 1.749331
-> class 0\|3 [0.961]
Rule 2/69: (60.3/1.7, lift 12.2)
PC1 > -0.3350028
PC2 > -0.1416927
PC3 <= 0.7001166
PC7 > 0.4012715
PC13 > -0.6745892
PC16 > 0.03689682
-> class 0\|3 [0.956]
Rule 2/70: (169.3/7, lift 12.1)
PC1 <= -0.3350028
PC2 > -0.1416927
PC4 <= 7.666716
PC5 > -0.7813728
PC18 <= -1.015757
PC31 > -0.2835046
PC96 > -2.587023
PC97 <= -1.232648
-> class 0\|3 [0.954]
Rule 2/71: (172.3/7.5, lift 12.1)
PC1 <= -0.3350028
PC17 <= -1.503526
PC18 <= -1.015757
PC28 <= 3.004325
PC31 > -0.2835046
PC36 <= 1.567114
PC44 <= -0.3578808
PC63 <= 1.37296
PC70 <= 0.7271047
PC91 > -1.569897
-> class 0\|3 [0.951]
Rule 2/72: (27.6/0.6, lift 12.0)
PC1 <= -0.3350028
PC17 > -1.503526
PC18 <= -1.015757
PC28 <= 3.004325
PC31 > -0.2835046
PC34 <= 5.305574
PC42 <= -0.6907107
PC89 <= 0.1742614
PC100 > -0.3637367
-> class 0\|3 [0.947]
Rule 2/73: (81.6/3.5, lift 12.0)
PC5 > -0.7813728
PC17 > -1.503526
PC18 <= -1.015757
PC20 <= -1.713675
PC31 > -0.2835046
PC38 > -4.870486
PC69 > -3.938603
PC78 <= 1.749331
PC89 > 0.1742614
-> class 0\|3 [0.946]
Rule 2/74: (55.1/2.3, lift 12.0)
PC1 <= -0.3350028
PC2 > -0.1416927
PC3 > -0.418959
PC5 > -0.7813728
PC18 <= -1.268898
PC34 <= 5.305574
PC45 <= 0.9715975
PC46 > -1.28249
PC78 <= 1.749331
-> class 0\|3 [0.942]
Rule 2/75: (42.9/1.7, lift 11.9)
PC18 <= -1.015757
PC30 <= -4.280624
PC38 > -4.870486
-> class 0\|3 [0.939]
Rule 2/76: (11.6, lift 11.8)
PC13 > 9.035728
PC14 <= 2.15429
PC18 > 0.6264705
-> class 0\|3 [0.926]
Rule 2/77: (25.4/1.2, lift 11.7)
PC1 <= -0.3350028
PC2 > -0.1416927
PC10 <= 3.218005
PC18 > -1.015757
PC18 <= 0.6264705
PC44 <= 0.7117437
PC86 > 1.517864
-> class 0\|3 [0.921]
Rule 2/78: (44.5/2.9, lift 11.6)
PC1 <= -0.3350028
PC4 > -8.287465
PC5 > -0.7813728
PC18 <= -1.015757
PC25 > -2.254268
PC28 <= 3.004325
PC31 > -0.2835046
PC32 <= 0.9692289
PC36 <= 1.567114
PC46 > -1.28249
PC71 <= 0.5845043
PC91 > -1.569897
PC97 > 0.7447746
PC97 <= 1.146016
-> class 0\|3 [0.916]
Rule 2/79: (9.3, lift 11.6)
PC2 > -0.1416927
PC5 > -0.7813728
PC18 <= 0.6264705
PC78 > 1.749331
PC90 > 4.399425
-> class 0\|3 [0.911]
Rule 2/80: (8.7, lift 11.5)
PC1 <= -0.3350028
PC2 > -0.1416927
PC18 <= 0.6264705
PC33 <= -0.2955527
PC56 <= 0.5600032
PC78 > 1.749331
-> class 0\|3 [0.906]
Rule 2/81: (50.2/4.1, lift 11.5)
PC2 > -0.1416927
PC3 <= -0.418959
PC17 > -1.503526
PC18 <= -1.015757
PC31 > -0.2835046
PC34 > -3.188752
PC38 > -2.054124
PC53 <= 3.772736
PC69 > -3.938603
PC97 > -1.232648
PC100 <= -0.3637367
-> class 0\|3 [0.903]
Rule 2/82: (19.7/1.2, lift 11.4)
PC13 > 9.035728
PC14 > 2.15429
PC97 > 1.291684
-> class 0\|3 [0.901]
Rule 2/83: (20.3/1.7, lift 11.2)
PC18 <= 0.6264705
PC28 > 3.778366
PC44 <= 0.7117437
PC86 > -1.772537
PC86 <= 1.517864
-> class 0\|3 [0.877]
Rule 2/84: (42.4/5.2, lift 10.9)
PC1 <= -0.3350028
PC2 > -0.1416927
PC46 > 2.019221
-> class 0\|3 [0.860]
Rule 2/85: (109.7/15.3, lift 10.9)
PC1 <= -0.3350028
PC4 > -8.287465
PC17 <= -1.503526
PC18 <= -1.015757
PC27 <= 0.1345272
PC31 > -0.2835046
PC36 <= 1.567114
PC46 > -1.28249
PC57 > -0.7349861
PC63 <= 1.37296
PC74 <= 0.3712149
PC91 > -1.569897
PC97 <= 0.6074641
-> class 0\|3 [0.854]
Rule 2/86: (79/11, lift 10.8)
PC1 <= -0.3350028
PC2 > 1.40607
PC8 <= 0.1566612
PC11 <= -0.08075658
PC18 > -1.015757
PC18 <= 0.6264705
PC44 <= 0.7117437
-> class 0\|3 [0.852]
Rule 2/87: (4.7, lift 10.8)
PC13 > 9.035728
PC13 <= 9.064151
-> class 0\|3 [0.852]
Rule 2/88: (52.9/8.1, lift 10.6)
PC2 > -0.1416927
PC18 <= 0.6264705
PC42 > 2.631101
PC44 <= 0.7117437
PC50 > -1.183331
PC73 > -1.365083
-> class 0\|3 [0.834]
Rule 2/89: (14/1.7, lift 10.5)
PC17 > -1.503526
PC18 <= -1.015757
PC31 > -0.2835046
PC31 <= -0.2429267
PC38 > -2.054124
PC53 <= 3.772736
PC89 <= 0.1742614
-> class 0\|3 [0.829]
Rule 2/90: (21.4/7, lift 8.4)
PC1 <= -0.3350028
PC18 <= -1.015757
PC31 <= -0.2835046
PC34 <= 5.305574
PC51 > 0.5567786
PC78 <= 1.749331
-> class 0\|3 [0.661]
Rule 2/91: (47.9/16.2, lift 8.3)
PC5 > -0.7813728
PC11 <= 0.04943518
PC18 <= 0.6264705
PC34 > 5.305574
PC79 > -1.276785
-> class 0\|3 [0.655]
Rule 2/92: (27.6/11.7, lift 7.3)
PC5 > -2.398256
PC5 <= -0.7813728
PC18 <= -2.332614
-> class 0\|3 [0.570]
Rule 2/93: (203.9, lift 19.4)
PC2 > -0.1416927
PC4 <= 0.6493767
PC6 <= 7.471952
PC15 <= -3.589494
PC16 <= 0.03689682
-> class 1\|0 [0.995]
Rule 2/94: (296.8/4.6, lift 19.1)
PC2 <= -0.1416927
PC4 > 0.3824726
PC9 > 0.1704439
PC10 <= 1.023987
PC19 > -0.5891134
PC86 <= 0.5252105
-> class 1\|0 [0.981]
Rule 2/95: (32.1, lift 18.9)
PC1 > -0.3350028
PC2 > -0.1416927
PC5 <= 8.487348
PC16 <= 0.03689682
PC21 <= 0.5701441
PC37 > 0.7047389
PC47 <= 1.187572
PC55 > -0.7408776
PC70 > -0.1254295
-> class 1\|0 [0.971]
Rule 2/96: (123.5/2.9, lift 18.9)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC10 <= 1.023987
PC15 > 0.9479523
PC19 > -0.5891134
PC44 <= 1.688985
-> class 1\|0 [0.969]
Rule 2/97: (45.4/0.6, lift 18.9)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC19 > -0.7984828
PC47 > 1.187572
PC70 > -0.1254295
PC100 > -1.136642
-> class 1\|0 [0.967]
Rule 2/98: (171/5.2, lift 18.8)
PC2 > -0.1416927
PC3 > 7.488498
PC8 > -3.622873
PC12 <= -0.0486082
PC14 <= 0.5751877
PC26 <= 0.02337029
PC51 > 0.07648648
PC55 <= 0.07449244
PC70 > -0.1254295
PC70 <= 1.412687
PC81 > -0.5447119
PC92 <= 0.4890302
PC94 <= 0.03857326
PC100 > -0.80681
-> class 1\|0 [0.964]
Rule 2/99: (74.7/2.3, lift 18.7)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC47 <= 1.187572
PC51 > 0.07648648
PC70 > -0.1254295
PC96 > 0.5329486
-> class 1\|0 [0.957]
Rule 2/100: (46.3/1.7, lift 18.4)
PC1 > -0.3350028
PC2 > -0.1416927
PC5 <= 8.487348
PC15 > -3.589494
PC16 <= 0.03689682
PC19 > -0.7984828
PC68 > -1.941659
PC100 <= -1.136642
-> class 1\|0 [0.943]
Rule 2/101: (173.3/14.6, lift 17.8)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC19 > -0.7984828
PC21 > 0.5701441
PC59 <= 0.2670602
PC68 > -1.941659
-> class 1\|0 [0.911]
Rule 2/102: (55/7, lift 16.8)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC68 > -1.941659
PC80 <= -0.9372322
-> class 1\|0 [0.861]
Rule 2/103: (13.9/1.7, lift 16.1)
PC1 > -0.3350028
PC2 > -0.1416927
PC26 > 0.02337029
PC47 <= 1.187572
PC51 > 0.07648648
PC93 > 0.7317479
-> class 1\|0 [0.828]
Rule 2/104: (63.9/10.5, lift 16.1)
PC3 > 0.5712223
PC48 > 0.9629599
-> class 1\|0 [0.825]
Rule 2/105: (38.3/6.5, lift 15.9)
PC3 > 0.5712223
PC19 > 2.838649
-> class 1\|0 [0.815]
Rule 2/106: (39.4, lift 14.8)
PC2 <= -0.1416927
PC3 > 7.874242
-> class 1\|1 [0.976]
Rule 2/107: (40.1, lift 14.8)
PC1 > -0.3350028
PC5 <= 8.487348
PC15 > -3.589494
PC16 <= 0.03689682
PC19 > -0.7984828
PC47 <= 1.187572
PC51 > 0.07648648
PC55 <= 0.07449244
PC81 <= -0.5447119
-> class 1\|1 [0.976]
Rule 2/108: (40.1, lift 14.8)
PC2 > -0.1416927
PC5 > 8.487348
PC17 <= -0.5084313
-> class 1\|1 [0.976]
Rule 2/109: (29.3, lift 14.7)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC19 <= -0.5891134
PC44 <= 1.688985
PC45 <= 0.1179521
-> class 1\|1 [0.968]
Rule 2/110: (26.2, lift 14.6)
PC2 <= -0.1416927
PC3 > 0.5712223
PC99 <= -3.752913
-> class 1\|1 [0.965]
Rule 2/111: (61/1.7, lift 14.5)
PC1 > 7.908595
PC3 <= 0.5712223
PC4 <= 0.3824726
PC98 > 0.1294373
-> class 1\|1 [0.957]
Rule 2/112: (30.2/0.6, lift 14.4)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC10 > 1.023987
PC19 > -0.5891134
-> class 1\|1 [0.951]
Rule 2/113: (72.6/4.2, lift 14.1)
PC1 > -0.3350028
PC15 > -3.589494
PC16 <= 0.03689682
PC19 > -0.7984828
PC68 > -1.941659
PC80 > -0.9372322
PC100 > -1.136642
PC100 <= -0.80681
-> class 1\|1 [0.931]
Rule 2/114: (58.1/4.1, lift 13.9)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC15 <= 0.9479523
PC86 > 0.5252105
-> class 1\|1 [0.916]
Rule 2/115: (8.9, lift 13.8)
PC2 <= -0.1416927
PC3 > 0.5712223
PC9 > -0.5383704
PC10 <= -0.2425051
-> class 1\|1 [0.908]
Rule 2/116: (26.2/9.3, lift 9.7)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC9 <= 0.1704439
PC10 <= 1.023987
PC44 <= 1.688985
PC76 <= 1.218801
PC86 <= 0.5252105
-> class 1\|1 [0.636]
Rule 2/117: (3880.2/2820.2, lift 4.1)
PC1 > -0.3350028
PC2 > -0.1416927
-> class 1\|1 [0.273]
Rule 2/118: (115.5, lift 16.9)
PC3 > 0.7001166
PC6 > 3.620454
PC14 > -1.848832
PC16 > 0.03689682
PC16 <= 1.249428
PC23 > -3.274654
PC65 <= -0.05039667
-> class 1\|2 [0.991]
Rule 2/119: (110.1, lift 16.9)
PC3 > 0.7001166
PC9 > 1.983224
PC14 > -1.848832
PC16 > 0.03689682
-> class 1\|2 [0.991]
Rule 2/120: (71.3, lift 16.8)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 > 0.03689682
PC32 <= -3.028468
-> class 1\|2 [0.986]
Rule 2/121: (92.9/0.6, lift 16.7)
PC3 > 0.7001166
PC6 <= 3.620454
PC16 > 0.03689682
PC44 <= 19.92434
PC65 <= -0.05039667
PC74 > 0.7439085
PC96 <= 3.164154
-> class 1\|2 [0.983]
Rule 2/122: (72.1/0.6, lift 16.6)
PC2 > -0.1416927
PC3 > 0.7001166
PC7 <= 7.543154
PC16 > 0.03689682
PC40 > 0.3377359
PC47 <= 0.7192567
PC100 > 0.1252883
-> class 1\|2 [0.979]
Rule 2/123: (69/0.6, lift 16.6)
PC3 > 0.7001166
PC6 > -4.453098
PC14 > -1.848832
PC16 > 0.03689682
PC32 > -3.028468
PC37 <= 0.9208842
PC42 <= 1.426402
PC47 > 0.7192567
PC77 <= 0.2516105
-> class 1\|2 [0.978]
Rule 2/124: (323.6/7, lift 16.6)
PC3 > 0.7001166
PC14 > -1.848832
PC15 <= 3.872291
PC16 > 1.249428
PC44 <= 19.92434
PC65 <= -0.05039667
PC96 <= 3.164154
-> class 1\|2 [0.976]
Rule 2/125: (71.8/1.2, lift 16.5)
PC2 > -0.1416927
PC3 > 0.7001166
PC16 > 0.03689682
PC55 > 0.610258
PC65 > -0.05039667
-> class 1\|2 [0.971]
Rule 2/126: (30.8, lift 16.5)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC19 <= -0.7984828
PC89 <= -0.1430274
-> class 1\|2 [0.970]
Rule 2/127: (26.7, lift 16.4)
PC1 > -0.3350028
PC2 > -0.1416927
PC19 <= -0.7984828
PC80 > -0.9372322
PC83 <= -0.5280111
-> class 1\|2 [0.965]
Rule 2/128: (37.8/0.6, lift 16.3)
PC1 > -0.3350028
PC2 > -0.1416927
PC3 > 0.7001166
PC53 > 0.9209918
PC65 > -0.05039667
-> class 1\|2 [0.960]
Rule 2/129: (19.8, lift 16.2)
PC3 > 0.7001166
PC16 > 0.03689682
PC74 <= -1.954591
-> class 1\|2 [0.954]
Rule 2/130: (125.8/5.2, lift 16.2)
PC2 > -0.1416927
PC6 <= -4.453098
PC7 <= 7.543154
PC16 > 0.03689682
PC53 <= 0.9209918
-> class 1\|2 [0.951]
Rule 2/131: (41.1/1.2, lift 16.2)
PC2 > -0.1416927
PC6 > 10.74525
PC65 > -0.05039667
-> class 1\|2 [0.950]
Rule 2/132: (51.5/1.7, lift 16.1)
PC1 > -0.3350028
PC5 > 8.487348
PC16 <= 0.03689682
PC17 > -0.5084313
-> class 1\|2 [0.949]
Rule 2/133: (26.4/0.6, lift 16.1)
PC1 > -0.3350028
PC3 > 0.7001166
PC32 > -3.028468
PC42 > 1.426402
PC55 <= 0.610258
-> class 1\|2 [0.944]
Rule 2/134: (31.9/1.2, lift 15.9)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC19 <= -1.768682
-> class 1\|2 [0.936]
Rule 2/135: (36.7/1.7, lift 15.8)
PC3 > 0.7001166
PC16 > 0.03689682
PC37 > 0.9208842
PC65 > -0.05039667
-> class 1\|2 [0.929]
Rule 2/136: (82.8/5.2, lift 15.8)
PC1 > 7.908595
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > -5.19668
PC98 <= 0.1294373
-> class 1\|2 [0.927]
Rule 2/137: (8.7, lift 15.4)
PC1 <= -0.3350028
PC2 > -0.1416927
PC5 <= -2.398256
-> class 1\|2 [0.906]
Rule 2/138: (69/5.9, lift 15.4)
PC7 > 7.543154
PC16 > 0.03689682
PC38 > -0.0313901
-> class 1\|2 [0.903]
Rule 2/139: (100.2/19.6, lift 13.6)
PC3 > 0.7001166
PC4 <= 0.879837
PC6 > -4.453098
PC14 > -1.848832
PC32 > -3.028468
PC47 > 0.7192567
PC56 <= -0.5105221
-> class 1\|2 [0.799]
Rule 2/140: (35.3/7, lift 13.4)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 > 0.3824726
PC19 <= -0.5891134
PC44 <= 1.688985
PC45 > 0.1179521
-> class 1\|2 [0.787]
Rule 2/141: (38.2/9.3, lift 12.7)
PC1 > -0.3350028
PC2 > -0.1416927
PC4 > 0.879837
PC16 > 0.03689682
PC45 > -0.4725728
PC65 > -0.05039667
-> class 1\|2 [0.745]
Rule 2/142: (417.1/180.4, lift 9.7)
PC2 <= -0.1416927
PC3 > 0.5712223
-> class 1\|2 [0.567]
Rule 2/143: (73.8/2.9, lift 18.5)
PC2 <= -0.1416927
PC3 > 0.5712223
PC9 <= -0.5383704
PC47 <= 2.587709
PC76 > -0.2977764
PC77 <= 1.366593
-> class 1\|3 [0.949]
Rule 2/144: (26.2/1.2, lift 18.0)
PC2 > -0.1416927
PC15 > 3.872291
PC65 <= -0.05039667
-> class 1\|3 [0.923]
Rule 2/145: (8.9, lift 17.7)
PC1 > -0.3350028
PC2 > -0.1416927
PC2 <= 0.8996816
PC3 <= 0.7001166
PC7 <= 0.4012715
PC16 > 0.03689682
-> class 1\|3 [0.908]
Rule 2/146: (74.6/8.1, lift 17.2)
PC1 > -0.3350028
PC16 > 0.03689682
PC96 > 3.164154
-> class 1\|3 [0.881]
Rule 2/147: (4.1, lift 16.3)
PC16 > 0.03689682
PC44 > 19.92434
-> class 1\|3 [0.835]
Rule 2/148: (955.5/260.9, lift 14.1)
PC1 > -0.3350028
PC2 > -0.1416927
PC3 > 0.7001166
PC7 <= 7.543154
PC14 > -1.848832
PC16 > 0.03689682
PC65 > -0.05039667
-> class 1\|3 [0.726]
Rule 2/149: (30.8/8.7, lift 13.7)
PC1 > -0.3350028
PC2 > -0.1416927
PC16 <= 0.03689682
PC68 <= -1.941659
-> class 1\|3 [0.705]
Rule 2/150: (757.8/10.4, lift 10.6)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC19 <= 1.121475
PC21 > -0.02358236
PC30 <= 0.3451076
PC52 <= 0.01465346
PC62 <= 1.289482
PC70 <= 0.06414261
PC91 > -0.2046862
-> class 2\|0 [0.985]
Rule 2/151: (1129.5/18.1, lift 10.5)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC19 <= 1.121475
PC21 > -0.02358236
PC28 <= 0.1243003
PC30 <= 0.3451076
PC60 > -0.4655866
PC62 <= 1.289482
PC70 <= 0.06414261
-> class 2\|0 [0.983]
Rule 2/152: (613.3/14.5, lift 10.4)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC21 > -0.02358236
PC28 <= 0.1243003
PC62 <= 1.289482
PC68 > 0.8371063
-> class 2\|0 [0.975]
Rule 2/153: (195/4.1, lift 10.4)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC19 > -1.387993
PC19 <= 1.121475
PC21 > -0.02358236
PC31 > 0.6561952
PC62 <= 1.289482
PC76 > -0.2732144
-> class 2\|0 [0.974]
Rule 2/154: (79.7/2.9, lift 10.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 2.28864
PC10 <= -0.173114
PC32 > 0.9360902
PC67 > -0.4977033
PC74 > 0.01151337
-> class 2\|0 [0.952]
Rule 2/155: (841.3/47, lift 10.1)
PC8 > 2.28864
PC12 > -1.232607
PC19 <= -1.387993
PC21 > -0.02358236
PC28 <= 0.1243003
PC62 <= 1.289482
-> class 2\|0 [0.943]
Rule 2/156: (61.3/4.1, lift 9.9)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC19 <= 1.121475
PC21 > -0.02358236
PC28 <= 0.1243003
PC70 > 0.06414261
PC76 <= -0.2732144
-> class 2\|0 [0.920]
Rule 2/157: (7, lift 9.5)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 > -1.232607
PC28 > 0.1243003
PC95 <= -0.681761
-> class 2\|0 [0.888]
Rule 2/158: (950.6/237.3, lift 8.0)
PC1 <= 7.908595
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > -0.2725643
PC19 <= -1.707423
PC99 <= 1.391429
-> class 2\|0 [0.750]
Rule 2/159: (18/6.4, lift 6.8)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 <= -1.232607
PC53 > 1.350025
-> class 2\|0 [0.631]
Rule 2/160: (30.6/13, lift 6.1)
PC1 <= -0.3350028
PC2 > -0.1416927
PC2 <= 1.40607
-> class 2\|0 [0.571]
Rule 2/161: (441.9/191.6, lift 6.1)
PC1 > -0.3350028
PC2 > 0.8996816
PC3 <= 0.7001166
PC7 <= 0.4012715
-> class 2\|0 [0.566]
Rule 2/162: (148.1, lift 9.6)
PC3 <= 0.5712223
PC8 > 2.28864
PC19 > -1.387993
PC21 > -0.02358236
PC28 <= 0.1243003
PC31 <= 0.6561952
PC68 <= 0.8371063
PC70 > 0.06414261
PC76 > -0.2732144
-> class 2\|1 [0.993]
Rule 2/163: (326.9/1.2, lift 9.6)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > 2.28864
PC19 > 1.121475
-> class 2\|1 [0.993]
Rule 2/164: (97.3, lift 9.6)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 > 1.038494
PC14 > -1.632375
PC19 > -1.707423
PC29 > 0.2653346
-> class 2\|1 [0.990]
Rule 2/165: (97.3, lift 9.6)
PC3 <= 0.5712223
PC8 > 2.28864
PC62 > 1.289482
-> class 2\|1 [0.990]
Rule 2/166: (88.3, lift 9.6)
PC2 <= -0.1416927
PC8 > -0.2725643
PC14 > 1.07278
PC20 <= -0.3133397
PC32 <= 0.9360902
-> class 2\|1 [0.989]
Rule 2/167: (318.1/2.9, lift 9.6)
PC1 <= 7.908595
PC3 <= 0.5712223
PC8 > 2.28864
PC21 <= -0.02358236
PC86 <= 0.7993088
-> class 2\|1 [0.988]
Rule 2/168: (115.8/0.6, lift 9.6)
PC2 <= -0.1416927
PC8 > -0.2725643
PC14 <= 1.07278
PC21 <= 1.74241
PC27 <= 0.2682027
PC85 > -0.7702829
PC94 > 0.7923715
-> class 2\|1 [0.987]
Rule 2/169: (104.6/0.6, lift 9.6)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 2.28864
PC99 > 1.391429
-> class 2\|1 [0.985]
Rule 2/170: (54.6, lift 9.5)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 2.28864
PC19 <= -1.707423
PC22 > -0.9756076
PC84 <= -0.1307409
-> class 2\|1 [0.982]
Rule 2/171: (117.1/1.2, lift 9.5)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 <= 0.3824726
PC10 > -0.1132026
PC12 > -1.232607
PC21 > -0.02358236
PC28 > 0.1243003
PC56 > -0.5629631
PC62 <= 1.289482
PC95 > -0.681761
-> class 2\|1 [0.982]
Rule 2/172: (51.3, lift 9.5)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= -0.4762218
PC8 > -0.2725643
PC8 <= 2.28864
-> class 2\|1 [0.981]
Rule 2/173: (236.5/4.1, lift 9.5)
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > 2.28864
PC52 > 0.01465346
PC60 <= -0.4655866
-> class 2\|1 [0.979]
Rule 2/174: (437.9/9.8, lift 9.5)
PC3 <= 0.5712223
PC8 > 2.28864
PC12 <= -1.232607
PC53 <= 1.350025
-> class 2\|1 [0.975]
Rule 2/175: (37.1, lift 9.5)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > -3.393956
PC28 <= -0.2738551
PC56 > 0.2843107
-> class 2\|1 [0.974]
Rule 2/176: (26.1, lift 9.4)
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 2.28864
PC14 <= 1.07278
PC21 > 1.74241
PC27 <= 0.2682027
-> class 2\|1 [0.964]
Rule 2/177: (122.2/4.1, lift 9.3)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -0.2725643
PC8 <= 2.28864
PC14 > -1.632375
PC14 <= 1.07278
PC27 > 0.2682027
PC32 <= 0.9360902
PC50 > -0.6534329
-> class 2\|1 [0.959]
Rule 2/178: (101.3/3.5, lift 9.3)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -0.2725643
PC8 <= 2.28864
PC10 > -0.173114
PC32 > 0.9360902
PC41 <= 2.117195
-> class 2\|1 [0.957]
Rule 2/179: (20.9, lift 9.3)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC44 <= -0.7141978
PC57 > 0.2417434
PC94 <= -0.9051054
-> class 2\|1 [0.956]
Rule 2/180: (19.2, lift 9.3)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 1.038494
PC10 <= -0.2351562
PC14 > -1.632375
PC27 <= 0.2682027
PC85 > -0.7702829
-> class 2\|1 [0.953]
Rule 2/181: (79.8/2.9, lift 9.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 2.28864
PC32 > 0.9360902
PC41 <= 2.117195
PC74 <= 0.01151337
-> class 2\|1 [0.952]
Rule 2/182: (67.2/2.3, lift 9.2)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -1.444064
PC13 <= -0.8233865
-> class 2\|1 [0.952]
Rule 2/183: (18.3, lift 9.2)
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 1.038494
PC46 > -0.7399676
PC99 <= -2.032308
-> class 2\|1 [0.951]
Rule 2/184: (41.6/1.2, lift 9.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 > 0.1637816
PC4 <= 0.3824726
PC8 > -0.2725643
PC14 <= 1.07278
PC19 > -1.707423
PC32 <= 0.9360902
PC85 > -0.7702829
-> class 2\|1 [0.950]
Rule 2/185: (119.9/6.5, lift 9.1)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -0.2725643
PC14 <= 1.07278
PC19 > -1.707423
PC21 <= 1.74241
PC26 > -0.2580566
PC52 > -0.1779238
PC61 <= -0.5333827
PC74 > -0.594901
PC85 > -0.7702829
-> class 2\|1 [0.939]
Rule 2/186: (61.1/2.9, lift 9.1)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > -0.2725643
PC14 <= 1.07278
PC16 <= -0.6118394
PC19 > -1.707423
PC21 <= 1.74241
-> class 2\|1 [0.938]
Rule 2/187: (11.7, lift 9.0)
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 2.28864
PC32 > 0.9360902
PC67 <= -0.4977033
PC74 > 0.01151337
-> class 2\|1 [0.927]
Rule 2/188: (23.6/1.7, lift 8.7)
PC2 <= -8.837651
PC8 > -3.393956
PC8 <= -0.2725643
-> class 2\|1 [0.893]
Rule 2/189: (161.1/16.5, lift 8.7)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.1637816
PC8 > -0.2725643
PC8 <= 2.28864
PC34 > 0.7078594
PC52 > -0.1779238
PC58 > -0.9533709
PC85 > -0.7702829
-> class 2\|1 [0.892]
Rule 2/190: (43.6/7.6, lift 7.9)
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 2.28864
PC19 > -1.707423
PC51 <= -0.08149361
PC58 <= -0.9533709
-> class 2\|1 [0.810]
Rule 2/191: (552.7/146.8, lift 7.1)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 > 1.038494
PC8 <= 2.28864
PC14 > -1.632375
PC19 > -1.707423
PC32 <= 0.9360902
PC58 > -0.9533709
-> class 2\|1 [0.734]
Rule 2/192: (23.4/11, lift 5.1)
PC2 <= -0.1416927
PC4 > 0.3824726
PC44 > 1.688985
-> class 2\|1 [0.527]
Rule 2/193: (493.1/1.7, lift 9.7)
PC2 > -8.837651
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC10 > -0.07186681
PC13 > -0.8233865
PC16 <= 1.520959
PC19 > -2.848473
PC26 <= 3.486515
PC37 <= 1.408006
PC43 <= 1.179232
PC57 <= 0.02457786
PC64 > -0.1508285
PC78 > -0.2074258
-> class 2\|2 [0.994]
Rule 2/194: (209.7/1.7, lift 9.6)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -0.2725643
PC8 <= 1.038494
PC14 > 1.07278
PC19 > -1.707423
PC20 > -0.3133397
PC32 <= 0.9360902
PC46 > -0.7399676
PC99 > -2.032308
-> class 2\|2 [0.987]
Rule 2/195: (394/4.1, lift 9.6)
PC1 <= 7.908595
PC2 > -8.837651
PC2 <= -0.1416927
PC3 <= 0.5712223
PC7 > -1.442016
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.8233865
PC19 > -2.848473
PC26 > -2.09874
PC26 <= 3.486515
PC28 > -0.2738551
PC57 <= 0.2417434
PC64 > -0.1508285
PC65 <= 0.04501859
PC78 > -0.2074258
-> class 2\|2 [0.987]
Rule 2/196: (43.6, lift 9.5)
PC2 <= -0.1416927
PC8 <= -0.2725643
PC11 <= 0.8607653
PC13 > -0.8233865
PC43 <= -1.897756
-> class 2\|2 [0.978]
Rule 2/197: (295.6/5.8, lift 9.5)
PC2 <= -0.1416927
PC4 > -0.4762218
PC4 <= 0.1637816
PC8 > -0.2725643
PC8 <= 1.038494
PC10 > -0.2351562
PC14 > -1.632375
PC16 > -0.6118394
PC19 > -1.707423
PC21 <= 1.74241
PC27 <= 0.2682027
PC32 <= 0.9360902
PC34 <= 0.7078594
PC52 > -0.1779238
PC61 > -0.5333827
PC62 > -1.318669
PC94 <= 0.7923715
PC99 <= 1.391429
-> class 2\|2 [0.977]
Rule 2/198: (160.2/4.1, lift 9.4)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 1.038494
PC14 > -1.632375
PC14 <= 1.07278
PC19 > -1.707423
PC32 <= 0.9360902
PC58 > -0.9533709
PC85 <= -0.7702829
PC99 > -2.032308
-> class 2\|2 [0.969]
Rule 2/199: (136.2/3.5, lift 9.4)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.1637816
PC8 > -0.2725643
PC8 <= 1.038494
PC10 > -0.2351562
PC14 > -1.632375
PC19 > -1.707423
PC21 <= 1.74241
PC26 <= -0.2580566
PC27 <= 0.2682027
PC32 <= 0.9360902
PC85 > -0.7702829
-> class 2\|2 [0.968]
Rule 2/200: (28.8, lift 9.4)
PC1 <= 7.908595
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC21 > 1.091679
PC26 > -2.09874
PC57 <= 0.2417434
PC64 > -0.1508285
PC78 <= -0.2074258
-> class 2\|2 [0.968]
Rule 2/201: (51.8/1.2, lift 9.4)
PC2 <= -0.1416927
PC8 <= -0.2725643
PC13 > -0.8233865
PC13 <= -0.4807912
PC29 <= 0.3448451
PC49 <= 0.001051983
PC57 > 0.2417434
PC69 <= 0.1716073
-> class 2\|2 [0.960]
Rule 2/202: (538/21.1, lift 9.3)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC10 > -0.07186681
PC13 > -0.8233865
PC16 <= 1.520959
PC19 > -2.848473
PC24 > -0.7217259
PC26 > -2.09874
PC26 <= 3.486515
PC43 <= 1.179232
PC57 <= 0.2417434
PC64 > -0.01599937
PC70 > -0.07694651
PC78 > -0.2074258
-> class 2\|2 [0.959]
Rule 2/203: (133.5/4.6, lift 9.3)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 1.038494
PC10 > -0.2351562
PC14 > -1.632375
PC19 > -1.707423
PC58 > -0.9533709
PC61 <= -0.5333827
PC74 <= -0.594901
PC99 > -2.032308
PC99 <= 1.391429
-> class 2\|2 [0.958]
Rule 2/204: (21.1, lift 9.3)
PC2 > -8.837651
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC26 > 2.024678
PC57 <= 0.2417434
PC64 > -0.1508285
PC78 <= -0.2074258
-> class 2\|2 [0.957]
Rule 2/205: (66.8/2.3, lift 9.3)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.8233865
PC28 > -0.108189
PC44 > -0.7141978
PC57 > 0.2417434
PC57 <= 1.057245
PC94 <= -0.9051054
PC99 > -1.3341
-> class 2\|2 [0.952]
Rule 2/206: (181.2/8.7, lift 9.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.8233865
PC19 > -2.848473
PC40 <= -0.8694035
PC65 <= 0.9217626
PC90 <= 0.5049865
PC94 > -0.9051054
-> class 2\|2 [0.947]
Rule 2/207: (22.9/0.6, lift 9.1)
PC1 > 0.2971886
PC1 <= 7.908595
PC2 <= -0.1416927
PC7 > -1.442016
PC8 > -3.393956
PC8 <= -0.2725643
PC10 <= -0.07186681
PC16 <= 1.520959
PC57 <= 0.2417434
PC78 > -0.2074258
-> class 2\|2 [0.937]
Rule 2/208: (113/6.4, lift 9.1)
PC2 <= -0.1416927
PC8 > 1.038494
PC8 <= 2.28864
PC10 > -0.1661498
PC14 > -1.632375
PC19 > -1.707423
PC29 <= 0.2653346
PC32 <= 0.9360902
PC36 <= 0.1870592
PC44 <= -0.06251869
PC61 > 0.008735014
PC90 <= 0.7149705
PC99 <= 1.391429
-> class 2\|2 [0.936]
Rule 2/209: (226.8/13.9, lift 9.1)
PC1 <= 7.908595
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC9 > -0.8452927
PC13 > -0.8233865
PC56 > 0.04797471
PC60 <= -0.2710989
-> class 2\|2 [0.935]
Rule 2/210: (125.3/7.6, lift 9.1)
PC3 <= 0.5712223
PC8 > -3.393956
PC8 <= -0.2725643
PC11 > 0.8607653
PC13 > -0.8233865
PC26 > -2.09874
PC28 > -0.2738551
PC37 <= 1.408006
PC57 <= 0.2417434
PC64 <= -0.1508285
PC85 > -2.06305
-> class 2\|2 [0.932]
Rule 2/211: (15.4/0.6, lift 8.9)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.4807912
PC57 > 0.2417434
PC69 > -0.2711533
PC90 <= -1.675049
-> class 2\|2 [0.909]
Rule 2/212: (13.4/0.6, lift 8.8)
PC2 <= -0.1416927
PC8 > -0.2725643
PC8 <= 2.28864
PC32 > 0.9360902
PC41 > 2.117195
PC99 <= 1.391429
-> class 2\|2 [0.898]
Rule 2/213: (9.3/0.6, lift 8.4)
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.4807912
PC57 > 0.2417434
PC58 > -0.1022975
PC79 > 0.127514
-> class 2\|2 [0.860]
Rule 2/214: (20.5/2.3, lift 8.3)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -0.8013418
PC8 <= -0.2725643
PC13 > -0.8233865
PC26 <= 2.442466
PC57 > 0.2417434
PC79 > 0.127514
-> class 2\|2 [0.853]
Rule 2/215: (30.5/4.1, lift 8.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.8233865
PC36 <= -0.7767687
-> class 2\|2 [0.844]
Rule 2/216: (35.6/5.3, lift 8.1)
PC1 <= 7.908595
PC8 > -0.2725643
PC8 <= 2.28864
PC19 <= -1.707423
PC22 <= -0.9756076
PC32 <= 0.9360902
-> class 2\|2 [0.832]
Rule 2/217: (9.9/1.2, lift 8.0)
PC8 > -3.393956
PC8 <= -1.444064
PC13 <= -0.8233865
PC28 > 0.07535645
-> class 2\|2 [0.818]
Rule 2/218: (26.8/4.6, lift 7.8)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > 1.038494
PC8 <= 2.28864
PC14 > -1.632375
PC19 > -1.707423
PC36 <= -0.3360186
PC61 <= 0.008735014
PC99 <= 1.391429
-> class 2\|2 [0.804]
Rule 2/219: (237.9/53.2, lift 7.5)
PC8 <= 2.28864
PC14 > -1.632375
PC19 > 3.266839
PC32 <= 0.9360902
PC58 > -0.9533709
PC61 <= 0.008735014
PC99 <= 1.391429
-> class 2\|2 [0.774]
Rule 2/220: (56.7/14.1, lift 7.2)
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.4807912
PC22 <= 1.347762
PC26 > 2.442466
PC28 > -0.2738551
PC29 <= 0.3448451
PC57 > 0.2417434
PC69 > -0.2711533
-> class 2\|2 [0.743]
Rule 2/221: (210.8, lift 8.5)
PC8 <= -3.393956
PC14 <= -2.709792
PC19 > -3.561759
PC41 <= 9.768393
-> class 2\|3 [0.995]
Rule 2/222: (125.9, lift 8.5)
PC2 > -8.837651
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 <= -0.2725643
PC19 > -2.848473
PC28 > -0.2738551
PC57 > 0.02457786
PC59 > 0.2591765
PC70 > -0.07694651
PC78 > -0.2074258
-> class 2\|3 [0.992]
Rule 2/223: (141.3/0.6, lift 8.4)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 <= -3.393956
PC14 > -2.709792
PC26 > -2.990527
PC96 > 0.2890086
-> class 2\|3 [0.989]
Rule 2/224: (208.2/2.3, lift 8.4)
PC1 <= 7.908595
PC8 <= -3.393956
PC11 > -4.090669
PC19 > -3.561759
PC39 <= 1.287615
PC71 <= -0.3880883
PC96 <= 0.2890086
PC98 <= 0.4801093
-> class 2\|3 [0.984]
Rule 2/225: (47, lift 8.4)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 <= -0.2725643
PC13 > -0.8233865
PC16 > 1.520959
PC26 > -2.09874
PC45 <= 0.326501
-> class 2\|3 [0.980]
Rule 2/226: (60.1/1.2, lift 8.2)
PC2 <= -0.1416927
PC8 <= -0.2725643
PC11 > 0.8607653
PC45 <= 0.326501
PC64 <= -0.1508285
PC85 <= -2.06305
-> class 2\|3 [0.965]
Rule 2/227: (76.8/2.3, lift 8.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 <= -0.2725643
PC48 > -0.47777
PC52 <= -0.1402567
PC74 > 0.4120477
PC85 <= 0.653713
-> class 2\|3 [0.958]
Rule 2/228: (192.3/11, lift 8.0)
PC2 > -8.837651
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC11 > -4.090669
PC11 <= 0.8607653
PC19 > -2.848473
PC43 > -1.897756
PC45 <= 0.326501
PC57 <= 0.2417434
PC60 > -0.6062534
PC64 <= -0.1508285
-> class 2\|3 [0.938]
Rule 2/229: (197.1/15.8, lift 7.8)
PC2 > -8.837651
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC11 > -4.090669
PC11 <= 0.8607653
PC19 > -2.848473
PC45 <= 0.326501
PC57 <= 0.2417434
PC60 > -0.6062534
PC64 <= -0.1508285
-> class 2\|3 [0.916]
Rule 2/230: (17/1.7, lift 7.3)
PC1 <= 7.908595
PC4 <= 0.3824726
PC8 > -0.2725643
PC8 <= 2.28864
PC19 <= -1.707423
PC48 <= -0.3174588
PC99 <= 1.391429
-> class 2\|3 [0.856]
Rule 2/231: (10033.5/7697.3, lift 2.0)
PC2 <= -0.1416927
-> class 2\|3 [0.233]
Rule 2/232: (193.6, lift 19.0)
PC4 <= 0.3824726
PC8 <= -0.2725643
PC11 <= -4.090669
PC20 <= 0.3217192
-> class 2\|4 [0.995]
Rule 2/233: (190.3/1.2, lift 18.9)
PC1 <= 7.908595
PC8 <= -3.393956
PC19 <= -3.561759
PC22 > -1.835061
PC54 > -0.6286786
-> class 2\|4 [0.989]
Rule 2/234: (136.5/1.7, lift 18.7)
PC8 <= -3.393956
PC14 > -2.709792
PC23 <= 0.8051472
PC48 <= -0.47777
PC76 <= 0.6359845
PC79 <= 0.3321521
PC96 <= 0.2890086
-> class 2\|4 [0.980]
Rule 2/235: (129.8/1.7, lift 18.7)
PC2 <= -0.1416927
PC8 <= -3.393956
PC26 > -2.990527
PC68 <= -1.745565
PC85 <= 0.653713
-> class 2\|4 [0.979]
Rule 2/236: (163.6/2.9, lift 18.7)
PC1 <= 7.908595
PC8 <= -3.393956
PC15 <= -0.3743086
PC26 > -2.990527
PC52 > -0.1402567
PC71 > -0.3880883
PC74 > 0.4120477
PC94 <= 0.827499
PC96 <= 0.2890086
-> class 2\|4 [0.976]
Rule 2/237: (56.7/0.6, lift 18.6)
PC1 <= 7.908595
PC3 <= 0.5712223
PC8 > -3.393956
PC8 <= -0.2725643
PC19 <= -2.848473
PC56 <= 0.04797471
PC63 <= -0.2857471
PC95 > 0.000589953
-> class 2\|4 [0.973]
Rule 2/238: (142.8/3.5, lift 18.5)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 <= -3.393956
PC11 > -4.090669
PC14 > -2.709792
PC22 > -1.668658
PC84 <= 0.8845165
PC85 > 0.653713
PC96 <= 0.2890086
-> class 2\|4 [0.969]
Rule 2/239: (23.2/0.6, lift 17.9)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 <= -0.2725643
PC36 > -0.7767687
PC57 > 0.2417434
PC69 > -0.2711533
PC79 <= 0.127514
PC89 > -0.2886207
PC90 > 0.5049865
PC94 > -0.9051054
-> class 2\|4 [0.937]
Rule 2/240: (13.1, lift 17.9)
PC2 <= -0.1416927
PC8 <= -0.2725643
PC22 > 1.347762
PC26 > 2.442466
PC57 > 0.2417434
PC94 > -0.9051054
-> class 2\|4 [0.934]
Rule 2/241: (12.7, lift 17.8)
PC8 <= -3.393956
PC14 > -2.709792
PC39 > 1.287615
-> class 2\|4 [0.932]
Rule 2/242: (52.5/2.9, lift 17.8)
PC1 <= 7.908595
PC8 <= -3.393956
PC14 > -2.709792
PC26 <= -2.990527
-> class 2\|4 [0.928]
Rule 2/243: (329.2/33.1, lift 17.2)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 <= -3.393956
PC43 > -0.1406443
PC90 > 0.37657
PC96 <= 0.2890086
PC98 <= 0.4801093
-> class 2\|4 [0.897]
Rule 2/244: (8.9/0.6, lift 16.4)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC48 <= -0.2925121
PC57 > 0.2417434
PC69 > -0.2711533
PC71 > 0.8124077
PC79 <= 0.127514
PC89 > -0.2886207
-> class 2\|4 [0.855]
Rule 2/245: (3.5, lift 15.6)
PC14 <= -2.709792
PC41 > 9.768393
-> class 2\|4 [0.817]
Rule 2/246: (43.5/7.6, lift 15.5)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC48 > -0.3215401
PC48 <= -0.2925121
PC57 > 0.2417434
PC79 <= 0.127514
PC89 > -0.2886207
-> class 2\|4 [0.810]
Rule 2/247: (23.7/5.3, lift 14.4)
PC1 <= 7.908595
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC29 > 0.3448451
PC57 > 0.2417434
PC94 > -0.9051054
-> class 2\|4 [0.754]
Rule 2/248: (35.4/9.4, lift 13.8)
PC2 <= -0.1416927
PC8 > -3.393956
PC8 <= -0.2725643
PC28 <= -0.2738551
PC56 <= 0.2843107
-> class 2\|4 [0.723]
Rule 2/249: (30.3/9.4, lift 13.0)
PC2 <= -0.1416927
PC4 <= 0.3824726
PC8 > -3.393956
PC8 <= -0.2725643
PC13 > -0.4807912
PC65 > 0.9217626
PC69 > -0.2711533
PC79 <= 0.127514
PC89 > -0.2886207
PC94 > -0.9051054
-> class 2\|4 [0.679]
Rule 2/250: (30.9/10.1, lift 12.7)
PC1 <= 7.908595
PC2 <= -0.1416927
PC3 <= 0.5712223
PC8 > -3.393956
PC8 <= -0.2725643
PC28 > -0.2738551
PC37 > 1.408006
PC57 <= 0.2417434
-> class 2\|4 [0.664]
Rule 2/251: (33.4/12.2, lift 12.0)
PC2 <= -0.1416927
PC8 <= -3.393956
PC11 > -4.090669
PC14 > -2.709792
PC85 <= 0.653713
PC96 <= 0.2890086
PC98 > 0.4801093
-> class 2\|4 [0.628]
Default class: 2\|3
----- Trial 3: -----
Rules:
Rule 3/1: (52.5, lift 16.7)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC22 > -0.5454282
PC28 <= 3.353422
PC59 > -1.22633
PC72 > 1.097156
PC79 <= 1.035518
-> class 0\|0 [0.982]
Rule 3/2: (56.8/0.9, lift 16.5)
PC2 > 2.60032
PC3 <= 1.640775
PC6 > 0.1895734
PC18 > -0.4683644
PC18 <= 2.441335
PC90 > -0.09525159
PC97 <= 0.5021749
-> class 0\|0 [0.968]
Rule 3/3: (169.2/7.2, lift 16.2)
PC2 > 2.60032
PC3 <= 1.640775
PC6 <= 0.1895734
PC8 > -0.08187169
PC13 > -0.9999362
PC13 <= 0.8196219
PC18 > -0.4683644
PC18 <= 2.441335
PC21 > -0.4518718
PC22 > -0.5454282
PC27 > -1.040835
PC28 > -0.5568069
PC41 <= 0.5272107
PC42 <= 1.231999
PC59 > -1.22633
PC63 <= 0.881411
PC76 <= 0.6815519
PC77 > -0.09320647
PC89 > -0.3581415
PC95 <= 0.878783
-> class 0\|0 [0.952]
Rule 3/4: (32.3/1.3, lift 15.9)
PC2 > 2.60032
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
PC42 <= 3.243587
PC53 <= 4.675475
PC69 > -2.070981
PC83 > -4.296821
PC90 <= -1.848083
-> class 0\|0 [0.932]
Rule 3/5: (8.6/0.9, lift 14.0)
PC2 > 2.60032
PC18 > -0.4683644
PC22 <= -0.5454282
PC38 > 2.592915
PC53 <= 4.675475
PC72 <= 0.291287
-> class 0\|0 [0.821]
Rule 3/6: (9/1.3, lift 13.4)
PC2 > 2.60032
PC18 > -0.4683644
PC72 > 0.291287
PC97 > 2.982813
-> class 0\|0 [0.787]
Rule 3/7: (9.3/2.2, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC21 > 0.1202282
PC22 <= -0.5454282
PC53 <= 4.675475
PC72 <= 0.291287
-> class 0\|0 [0.714]
Rule 3/8: (1304.6/440.6, lift 11.3)
PC2 > 2.60032
PC13 <= 8.891523
PC18 > 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
-> class 0\|0 [0.662]
Rule 3/9: (101.5, lift 12.4)
PC1 <= -0.717688
PC18 > 2.441335
PC22 > -0.5454282
PC22 <= 1.08519
PC75 <= 0.3343171
PC83 > -4.296821
PC87 > -0.64741
PC88 <= 0.5521125
-> class 0\|1 [0.990]
Rule 3/10: (62.3, lift 12.3)
PC2 > 2.60032
PC3 <= 1.640775
PC13 > -0.9999362
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.5454282
PC42 <= 1.231999
PC59 > -1.22633
PC76 > 0.6815519
PC77 > -0.09320647
-> class 0\|1 [0.984]
Rule 3/11: (42.7, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.08007564
PC28 <= 3.353422
PC42 > 1.231999
PC42 <= 3.243587
PC69 > -2.070981
PC79 <= 1.035518
-> class 0\|1 [0.978]
Rule 3/12: (57.4/0.4, lift 12.2)
PC3 <= -4.942089
PC13 <= 8.891523
PC18 > 2.441335
PC22 > -0.4128557
PC28 <= 3.353422
PC73 <= 1.106532
PC75 <= 0.3343171
-> class 0\|1 [0.976]
Rule 3/13: (142.9/2.7, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC6 <= 0.1895734
PC18 > 0.1129524
PC18 <= 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
PC42 <= 1.231999
PC59 > -1.22633
PC77 <= -0.09320647
PC79 <= 1.035518
-> class 0\|1 [0.975]
Rule 3/14: (325.7/7.6, lift 12.2)
PC2 > 2.60032
PC13 <= -0.9999362
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.5454282
PC42 <= 1.231999
PC59 > -1.22633
PC69 > -2.070981
PC70 > -2.16771
PC72 <= 1.097156
PC79 <= 1.035518
PC90 > -1.848083
PC100 > -1.305534
-> class 0\|1 [0.974]
Rule 3/15: (34.6, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC13 > -0.9999362
PC18 > -0.4683644
PC18 <= 2.441335
PC21 <= -0.4518718
PC22 > -0.5454282
PC42 <= 1.231999
PC59 > -1.22633
PC77 > -0.09320647
-> class 0\|1 [0.973]
Rule 3/16: (144/3.1, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC7 <= 0.3843382
PC15 > -0.5112045
PC18 > -3.161332
PC18 <= -0.4683644
PC30 > -0.573154
PC55 > 0.2063086
PC83 <= 0.05279817
PC93 > -0.5038341
-> class 0\|1 [0.972]
Rule 3/17: (33.7, lift 12.2)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC22 > -0.5454282
PC41 > 0.5272107
PC90 > -1.848083
-> class 0\|1 [0.972]
Rule 3/18: (28.6, lift 12.1)
PC2 > 2.60032
PC13 > -0.9999362
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC27 <= -1.040835
PC77 > -0.09320647
PC90 > -1.848083
-> class 0\|1 [0.967]
Rule 3/19: (54.7/0.9, lift 12.1)
PC2 > 2.60032
PC13 > 0.8196219
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.5454282
PC42 <= 1.231999
PC59 > -1.22633
PC79 <= 1.035518
-> class 0\|1 [0.967]
Rule 3/20: (41.5/0.4, lift 12.1)
PC13 <= 8.891523
PC18 > 2.441335
PC25 > 1.013801
PC28 <= 3.353422
-> class 0\|1 [0.967]
Rule 3/21: (34.7/0.4, lift 12.0)
PC2 > 2.60032
PC3 <= 1.640775
PC13 <= 8.891523
PC18 > -0.4683644
PC22 > -0.5454282
PC38 <= -2.589616
PC91 <= 2.682686
-> class 0\|1 [0.961]
Rule 3/22: (110.5/3.6, lift 12.0)
PC2 > 2.60032
PC3 <= 1.640775
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC21 > -0.4518718
PC22 > -0.5454282
PC42 <= 1.231999
PC53 <= 4.675475
PC59 > -1.22633
PC63 > 0.881411
PC70 > -2.16771
-> class 0\|1 [0.960]
Rule 3/23: (23, lift 12.0)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
PC76 <= 0.6815519
PC90 > -1.848083
PC95 > 0.878783
-> class 0\|1 [0.960]
Rule 3/24: (32.6/0.4, lift 12.0)
PC13 <= 8.891523
PC18 > 2.441335
PC22 > -0.5454282
PC22 <= -0.4128557
PC75 <= 0.3343171
PC83 > -4.296821
-> class 0\|1 [0.958]
Rule 3/25: (30.8/0.4, lift 12.0)
PC2 > 2.60032
PC18 > 2.441335
PC22 > -0.4128557
PC28 <= 3.353422
PC73 <= 1.106532
PC87 > 0.7788222
-> class 0\|1 [0.956]
Rule 3/26: (119.2/4.4, lift 12.0)
PC2 > 2.60032
PC3 <= 1.640775
PC6 <= 0.1895734
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC28 <= -0.5568069
PC42 <= 1.231999
PC59 > -1.22633
PC70 > -2.16771
PC76 <= 0.6815519
PC90 > -1.848083
-> class 0\|1 [0.955]
Rule 3/27: (20, lift 11.9)
PC13 <= 8.891523
PC18 > 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
PC63 > 2.15753
PC75 <= 0.3343171
-> class 0\|1 [0.955]
Rule 3/28: (234.6/9.9, lift 11.9)
PC2 > 2.60032
PC3 <= 1.640775
PC13 > -3.077544
PC13 <= 12.537
PC17 > -0.9839751
PC18 > -0.134267
PC21 <= 0.1202282
PC22 <= -0.5454282
PC38 <= 2.515507
PC47 <= 0.7460808
PC51 <= 1.219611
PC53 <= 4.675475
PC54 <= 2.183951
PC64 > -1.703355
PC72 <= 0.291287
PC82 > -1.062418
PC93 <= 0.7832631
-> class 0\|1 [0.954]
Rule 3/29: (77.5/2.7, lift 11.9)
PC18 > 2.441335
PC22 <= 1.08519
PC36 <= 1.47798
PC73 > 0.6510091
PC79 > -0.1242514
PC96 > -0.2255768
PC96 <= 0.1118428
-> class 0\|1 [0.954]
Rule 3/30: (27.4/0.4, lift 11.9)
PC2 > 2.60032
PC3 <= 1.640775
PC15 > -0.5112045
PC18 <= -0.4683644
PC32 > 1.214527
PC48 <= 0.2560323
PC55 > 0.2063086
-> class 0\|1 [0.951]
Rule 3/31: (27.3/0.4, lift 11.9)
PC2 > 2.60032
PC18 > 2.441335
PC22 > -0.5454282
PC28 <= 3.353422
PC91 > 2.682686
-> class 0\|1 [0.951]
Rule 3/32: (34.7/0.9, lift 11.9)
PC2 > 2.60032
PC3 <= 1.640775
PC6 <= 0.1895734
PC13 > -0.9999362
PC13 <= 8.891523
PC18 > -0.4683644
PC18 <= 2.441335
PC42 <= 1.231999
PC79 <= 1.035518
PC89 <= -0.3581415
PC90 > -1.848083
-> class 0\|1 [0.949]
Rule 3/33: (35/1.3, lift 11.7)
PC6 <= 0.1895734
PC18 > -0.4683644
PC18 <= 2.441335
PC20 > 2.279113
PC59 <= -1.22633
PC69 > -2.070981
PC79 <= 1.035518
-> class 0\|1 [0.937]
Rule 3/34: (84.9/4.4, lift 11.7)
PC7 <= -0.9240131
PC18 > 2.441335
PC73 <= 1.106532
PC75 <= 0.3343171
PC87 > -0.64741
PC87 <= 0.7788222
PC88 <= 0.5521125
-> class 0\|1 [0.937]
Rule 3/35: (73.3/4, lift 11.7)
PC13 > 1.483861
PC13 <= 8.891523
PC18 > 2.441335
PC22 > -0.5454282
PC75 <= 0.3343171
PC87 > -0.64741
PC88 <= 0.5521125
-> class 0\|1 [0.934]
Rule 3/36: (12.4, lift 11.6)
PC2 > 2.60032
PC3 <= 1.640775
PC6 > 0.1895734
PC18 <= 2.441335
PC97 > 0.5021749
-> class 0\|1 [0.931]
Rule 3/37: (18.6/0.4, lift 11.6)
PC13 > 8.891523
PC22 > -0.5454282
PC60 > 0.6570206
-> class 0\|1 [0.930]
Rule 3/38: (17.6/0.4, lift 11.6)
PC18 > 2.441335
PC48 <= -0.6223276
PC73 <= 1.106532
PC75 <= 0.3343171
PC87 > -0.64741
-> class 0\|1 [0.926]
Rule 3/39: (56.4/3.6, lift 11.5)
PC1 > -0.717688
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC22 > -0.5454282
PC22 <= 1.08519
PC63 <= 2.15753
PC73 <= 0.6510091
PC75 <= 0.3343171
PC87 > 0.2785284
PC88 <= 0.5521125
-> class 0\|1 [0.922]
Rule 3/40: (9, lift 11.4)
PC4 > 7.561344
PC18 > 2.441335
PC22 > -0.4128557
PC28 <= 3.353422
PC73 <= 1.106532
PC75 <= 0.3343171
PC88 > 0.5521125
-> class 0\|1 [0.909]
Rule 3/41: (143.9/12.9, lift 11.3)
PC18 > 2.441335
PC22 <= 1.08519
PC67 > 0.07814023
PC73 <= 0.6510091
PC75 <= 0.3343171
PC87 > -0.64741
PC88 <= 0.5521125
-> class 0\|1 [0.905]
Rule 3/42: (80.7/7.7, lift 11.2)
PC4 <= -9.096394
PC18 > -0.4683644
PC22 > -0.5454282
PC73 <= 1.106532
PC75 <= 0.3343171
PC87 > -0.64741
-> class 0\|1 [0.895]
Rule 3/43: (5.8, lift 10.9)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.4683644
PC73 <= 0.6510091
PC88 > 0.5491744
PC88 <= 0.5521125
-> class 0\|1 [0.871]
Rule 3/44: (29.3/3.1, lift 10.9)
PC2 > 2.60032
PC3 <= 1.640775
PC17 > -0.5203139
PC18 <= -0.4683644
PC48 <= 0.2560323
PC55 > 0.2063086
-> class 0\|1 [0.869]
Rule 3/45: (5.3, lift 10.8)
PC2 > 2.60032
PC3 <= 1.640775
PC9 > 0.5737089
PC12 > 0.7647411
PC18 <= -0.4683644
-> class 0\|1 [0.864]
Rule 3/46: (5.6/0.4, lift 10.1)
PC2 > 2.60032
PC6 > 0.1895734
PC18 > -0.4683644
PC18 <= 2.441335
PC90 <= -0.09525159
-> class 0\|1 [0.810]
Rule 3/47: (45.5/9.3, lift 9.8)
PC3 <= 1.640775
PC7 <= -0.670688
PC18 <= -0.4683644
PC22 <= 2.148456
PC37 > 0.7577408
-> class 0\|1 [0.784]
Rule 3/48: (105.9/0.4, lift 9.5)
PC2 > 2.60032
PC7 > -0.670688
PC9 > 0.5737089
PC12 <= 0.7647411
PC18 <= -0.4683644
PC55 <= 0.2063086
PC86 <= 0.1725629
PC92 <= 1.22431
-> class 0\|2 [0.987]
Rule 3/49: (103/0.9, lift 9.5)
PC4 > 8.050642
PC7 > -0.670688
PC9 <= 0.5737089
PC18 <= -0.4683644
PC37 > -2.489988
PC93 <= -0.3550044
-> class 0\|2 [0.982]
Rule 3/50: (155.4/2.7, lift 9.4)
PC2 > 2.60032
PC3 <= 1.640775
PC7 <= -0.670688
PC18 <= -0.4683644
PC22 <= 2.148456
PC37 <= 0.7577408
PC55 <= 0.2063086
PC68 > -0.3838851
PC73 > -2.345829
-> class 0\|2 [0.977]
Rule 3/51: (36.3, lift 9.4)
PC4 <= -8.287465
PC7 > -0.670688
PC18 <= -0.4683644
-> class 0\|2 [0.974]
Rule 3/52: (52.6/0.4, lift 9.4)
PC2 > 2.60032
PC7 > -0.670688
PC8 > 0.04769057
PC18 <= -0.4683644
PC47 <= 1.321995
PC55 <= 0.2063086
PC60 <= 0.02230822
-> class 0\|2 [0.974]
Rule 3/53: (45.9/0.4, lift 9.4)
PC2 > 2.60032
PC3 > -0.5426501
PC3 <= 1.640775
PC7 > -0.670688
PC16 <= 2.101484
PC18 <= -0.4683644
PC55 <= 0.2063086
PC60 <= 0.02230822
-> class 0\|2 [0.970]
Rule 3/54: (171.4/4.5, lift 9.3)
PC3 <= 1.640775
PC15 > -0.5112045
PC17 <= -0.5203139
PC18 <= -0.4683644
PC48 <= 0.2560323
PC55 > 0.2063086
PC83 > 0.05279817
PC92 > -1.238406
PC95 <= 0.1768727
-> class 0\|2 [0.968]
Rule 3/55: (92.6/2.2, lift 9.3)
PC2 > 2.60032
PC3 <= 1.640775
PC5 <= -0.2695146
PC7 > -0.670688
PC18 <= -0.4683644
PC55 <= 0.2063086
PC60 <= 0.02230822
PC82 > -0.5262116
-> class 0\|2 [0.966]
Rule 3/56: (40.8/0.4, lift 9.3)
PC4 > 8.050642
PC18 <= -0.4683644
PC26 <= 1.473277
PC55 <= 0.2063086
PC82 <= -0.1709555
-> class 0\|2 [0.966]
Rule 3/57: (37.5/0.4, lift 9.3)
PC2 > 2.60032
PC18 <= -0.4683644
PC22 > -1.488963
PC35 <= -0.6139699
PC55 <= 0.2063086
PC64 > -0.4628634
PC69 > -0.8784466
PC77 > -0.349205
PC84 <= 0.2683223
PC99 > -0.9267305
-> class 0\|2 [0.963]
Rule 3/58: (24.3, lift 9.3)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.670688
PC9 <= 0.5737089
PC18 > -0.7794993
PC18 <= -0.4683644
PC31 <= 0.2702272
PC60 > 0.02230822
PC77 > -0.349205
PC84 <= 0.2683223
-> class 0\|2 [0.962]
Rule 3/59: (20.5, lift 9.2)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > 1.325366
PC16 <= 2.101484
PC18 <= -0.4683644
PC60 <= 0.02230822
-> class 0\|2 [0.956]
Rule 3/60: (58.1/1.8, lift 9.2)
PC2 > 2.60032
PC3 <= 1.640775
PC4 <= 8.050642
PC7 > -0.670688
PC16 <= 2.101484
PC18 <= -0.4683644
PC47 <= 1.321995
PC55 <= 0.2063086
PC60 <= 0.02230822
PC62 <= -0.4461854
PC63 <= 1.347917
PC84 <= 0.4624287
PC97 <= 1.299997
-> class 0\|2 [0.954]
Rule 3/61: (29.5/0.4, lift 9.2)
PC3 <= 1.640775
PC7 > -0.670688
PC17 <= 0.1840988
PC22 > -1.488963
PC28 > 2.251208
PC31 <= 0.2702272
PC60 > 0.02230822
PC77 > -0.349205
PC100 > -0.9608124
-> class 0\|2 [0.954]
Rule 3/62: (27.5/0.4, lift 9.2)
PC18 <= -1.925578
PC55 <= 0.2063086
PC60 <= 0.02230822
PC63 > 1.347917
PC84 <= 0.4624287
PC100 > -0.9608124
-> class 0\|2 [0.951]
Rule 3/63: (108.9/4.4, lift 9.2)
PC2 > 2.60032
PC3 <= -0.3014054
PC4 <= 8.050642
PC18 <= -0.4683644
PC35 <= 0.2038241
PC38 <= 1.273247
PC55 <= 0.2063086
PC60 > 0.02230822
PC64 <= -0.4628634
PC77 > -0.349205
PC84 <= 0.2683223
PC87 > -0.4943846
-> class 0\|2 [0.951]
Rule 3/64: (122.2/5.3, lift 9.2)
PC2 > 2.60032
PC3 <= 1.640775
PC14 > -1.076873
PC15 <= -0.5112045
PC18 > -3.65122
PC18 <= -0.4683644
PC38 <= 0.7182948
PC40 > -1.179066
PC51 > -0.3426875
PC55 > 0.2063086
PC82 > -0.6839091
PC97 <= 1.461562
-> class 0\|2 [0.949]
Rule 3/65: (22.2/0.4, lift 9.1)
PC3 <= 1.640775
PC4 <= 8.050642
PC5 > 1.861132
PC18 <= -1.925578
PC47 <= 1.321995
PC55 <= 0.2063086
PC60 <= 0.02230822
PC63 <= 1.347917
PC84 <= 0.4624287
-> class 0\|2 [0.940]
Rule 3/66: (14.1, lift 9.0)
PC7 > -0.670688
PC10 <= -2.920708
PC17 <= 0.1840988
PC34 > -1.579367
PC60 > 0.02230822
PC64 > -0.4628634
PC77 > -0.349205
PC87 > -0.1294847
PC99 > -0.9267305
-> class 0\|2 [0.938]
Rule 3/67: (235.8/14.1, lift 9.0)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.670688
PC9 <= 0.5233031
PC18 > -1.925578
PC18 <= -0.4683644
PC47 <= 1.321995
PC55 <= 0.2063086
PC60 <= 0.02230822
PC84 <= 0.4624287
-> class 0\|2 [0.937]
Rule 3/68: (49.6/2.7, lift 9.0)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.670688
PC18 <= -0.4683644
PC26 > 1.473277
PC55 <= 0.2063086
-> class 0\|2 [0.929]
Rule 3/69: (40.2/2.7, lift 8.8)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.670688
PC18 <= -0.4683644
PC19 <= -0.08966428
PC22 > -1.488963
PC60 > 0.02230822
PC64 > -0.4628634
PC84 <= 0.2683223
-> class 0\|2 [0.913]
Rule 3/70: (9.2, lift 8.8)
PC4 <= -7.525788
PC16 > 2.101484
-> class 0\|2 [0.910]
Rule 3/71: (17.3/0.9, lift 8.7)
PC2 > 2.60032
PC5 <= 1.861132
PC16 <= 2.101484
PC18 <= -0.4683644
PC55 <= 0.2063086
PC60 <= 0.02230822
PC97 > 1.299997
PC100 > -0.9608124
-> class 0\|2 [0.902]
Rule 3/72: (37.2/3.1, lift 8.6)
PC3 <= 1.640775
PC7 > -0.670688
PC17 <= 0.1840988
PC31 <= 0.2702272
PC55 <= 0.2063086
PC60 > 0.02230822
PC69 <= -0.8784466
PC77 > -0.349205
PC84 <= 0.2683223
-> class 0\|2 [0.895]
Rule 3/73: (62.9/6.3, lift 8.6)
PC2 > 2.60032
PC17 <= 0.1840988
PC22 > -1.488963
PC31 <= 0.2702272
PC60 > 0.02230822
PC64 > -0.4628634
PC77 > -0.349205
PC84 <= 0.2683223
PC99 <= -0.9267305
-> class 0\|2 [0.887]
Rule 3/74: (9.3/0.4, lift 8.4)
PC2 > 2.60032
PC7 > -0.670688
PC18 <= -0.4683644
PC47 <= 1.321995
PC57 > 1.009809
PC60 > 0.02230822
PC77 <= -0.349205
-> class 0\|2 [0.872]
Rule 3/75: (136.9/19.7, lift 8.2)
PC2 > 2.60032
PC7 > -0.670688
PC18 <= -0.4683644
PC19 > -0.08966428
PC22 > -1.488963
PC31 <= 0.2702272
PC34 > -1.579367
PC47 <= 1.321995
PC55 <= 0.2063086
PC64 > -0.4628634
PC77 > -0.349205
PC84 <= 0.2683223
PC87 <= -0.1294847
PC99 > -0.9267305
-> class 0\|2 [0.851]
Rule 3/76: (27.3/3.6, lift 8.1)
PC17 <= 0.1840988
PC18 <= -0.4683644
PC22 > -1.488963
PC28 <= 2.251208
PC31 <= 0.2702272
PC55 <= 0.2063086
PC60 > 0.02230822
PC77 > -0.349205
PC84 > 0.1083711
PC84 <= 0.2683223
PC87 > -0.1294847
-> class 0\|2 [0.844]
Rule 3/77: (77.9/12.5, lift 8.0)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.670688
PC17 > 0.1840988
PC18 <= -0.4683644
PC100 > -0.9608124
-> class 0\|2 [0.831]
Rule 3/78: (23/4.4, lift 7.5)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > 0.3843382
PC15 > -0.5112045
PC18 <= -0.4683644
PC55 > 0.2063086
PC83 <= 0.05279817
-> class 0\|2 [0.783]
Rule 3/79: (24.6/4.9, lift 7.5)
PC2 > 2.60032
PC17 <= 0.1840988
PC22 <= -1.488963
PC55 <= 0.2063086
PC60 > 0.02230822
PC85 > 0.2467984
PC100 > -0.9608124
-> class 0\|2 [0.779]
Rule 3/80: (7936.8/5870.4, lift 2.5)
PC2 > 2.60032
-> class 0\|2 [0.260]
Rule 3/81: (85.7, lift 11.5)
PC3 <= -1.458862
PC9 <= 0.1864814
PC15 <= 0.5583683
PC18 > -0.4683644
PC22 <= -0.5454282
PC33 <= -0.0822196
PC43 <= 1.821604
PC72 > 0.291287
PC97 <= 2.982813
-> class 0\|3 [0.989]
Rule 3/82: (57, lift 11.4)
PC3 <= 1.640775
PC4 <= 8.050642
PC17 <= 0.1840988
PC18 <= -0.4683644
PC31 > 0.2702272
PC55 <= 0.2063086
PC60 > 0.02230822
-> class 0\|3 [0.983]
Rule 3/83: (90.9/2.7, lift 11.2)
PC2 > 2.60032
PC3 <= 1.640775
PC4 > -7.525788
PC16 > 2.101484
PC55 <= 0.2063086
-> class 0\|3 [0.961]
Rule 3/84: (40.8/0.9, lift 11.1)
PC2 > 2.60032
PC18 > -0.4683644
PC83 <= -4.296821
-> class 0\|3 [0.956]
Rule 3/85: (20, lift 11.1)
PC2 > 2.60032
PC3 <= 1.640775
PC17 <= -0.9839751
PC22 <= -0.5454282
PC57 > 2.487697
-> class 0\|3 [0.955]
Rule 3/86: (16.6, lift 11.0)
PC15 > -0.5112045
PC18 <= -3.161332
PC55 > 0.2063086
PC83 <= 0.05279817
-> class 0\|3 [0.946]
Rule 3/87: (12.1, lift 10.8)
PC2 > 2.60032
PC3 <= 1.640775
PC15 > -0.5112045
PC18 <= -0.4683644
PC48 > 0.2560323
PC55 > 0.2063086
PC83 > 0.05279817
-> class 0\|3 [0.929]
Rule 3/88: (3218.5/1688.5, lift 5.5)
PC2 > 2.60032
PC3 <= 1.640775
PC18 <= -0.4683644
-> class 0\|3 [0.475]
Rule 3/89: (131, lift 21.3)
PC1 > -0.430681
PC6 <= -2.402343
PC11 <= -2.309642
-> class 1\|0 [0.992]
Rule 3/90: (355.6/3.1, lift 21.2)
PC1 > -0.430681
PC2 <= 2.60032
PC3 <= 6.79025
PC5 <= 12.1829
PC6 <= 5.1094
PC9 > -0.7842572
PC10 <= 1.023987
PC16 <= -2.021894
PC27 > -1.04473
PC45 <= 0.5341863
PC47 <= 2.192351
PC63 > -2.62196
PC91 > -0.4964139
-> class 1\|0 [0.989]
Rule 3/91: (296.8/3.6, lift 21.1)
PC5 <= 12.1829
PC6 <= 6.13604
PC9 > 1.266949
PC10 <= 1.023987
PC16 <= -2.021894
PC27 > -1.04473
PC57 <= 0.6759949
PC91 > -0.4964139
-> class 1\|0 [0.984]
Rule 3/92: (87.2/0.9, lift 21.0)
PC2 > 2.60032
PC3 > 1.640775
PC5 > -8.566073
PC8 > -3.622398
PC16 <= -0.9381145
PC22 <= 2.453705
PC24 > -0.5735374
PC33 > -0.5413352
PC33 <= 0.843222
PC66 > -0.500074
PC73 > -0.3024241
PC85 <= -0.1756034
PC99 <= 1.22902
-> class 1\|0 [0.979]
Rule 3/93: (135/2.2, lift 20.9)
PC2 > 2.60032
PC3 > 1.640775
PC5 > -8.566073
PC8 > -3.622398
PC24 > -0.5735374
PC33 > -0.5413352
PC33 <= 0.843222
PC51 > -0.3061795
PC66 > -0.500074
PC77 <= 0.7041603
PC98 <= -0.12921
PC99 <= 1.22902
-> class 1\|0 [0.976]
Rule 3/94: (21.4, lift 20.5)
PC6 > 6.13604
PC16 <= -4.645832
-> class 1\|0 [0.957]
Rule 3/95: (81.8/2.7, lift 20.5)
PC3 > 1.640775
PC5 > -8.566073
PC16 <= -0.9381145
PC22 > 1.384613
PC22 <= 2.453705
PC33 <= 0.843222
PC75 > -0.1764398
PC85 > -0.07734062
PC86 <= 0.5544649
PC94 <= 0.1347898
-> class 1\|0 [0.956]
Rule 3/96: (4.9, lift 18.3)
PC3 > 5.533035
PC5 <= 12.1829
PC6 > 6.13604
PC16 <= -1.941889
-> class 1\|0 [0.855]
Rule 3/97: (26.6/4.1, lift 17.6)
PC1 > -0.430681
PC3 > -0.078421
PC12 > 2.678355
PC15 > -3.116849
PC16 > -1.941889
PC18 > -0.4268926
-> class 1\|0 [0.822]
Rule 3/98: (74.5/13.8, lift 17.3)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC10 <= -0.2973441
PC16 <= 0.0976697
PC21 <= 0.5964558
-> class 1\|0 [0.807]
Rule 3/99: (2.7, lift 16.8)
PC2 > 2.60032
PC3 > 1.640775
PC46 > 0.9418525
PC66 <= -0.500074
-> class 1\|0 [0.786]
Rule 3/100: (61.9, lift 16.3)
PC1 > -0.430681
PC12 > 2.678355
PC15 > -3.116849
PC18 <= -0.4268926
-> class 1\|1 [0.984]
Rule 3/101: (62.9/0.9, lift 16.0)
PC1 > -0.430681
PC16 <= -1.941889
PC63 <= -2.62196
-> class 1\|1 [0.971]
Rule 3/102: (62.6/0.9, lift 16.0)
PC2 <= 2.60032
PC3 > 6.79025
PC6 <= 6.13604
PC16 <= -1.941889
-> class 1\|1 [0.971]
Rule 3/103: (77.8/1.3, lift 16.0)
PC1 > -0.430681
PC1 <= 0.5901639
PC2 <= 2.60032
PC3 > -0.078421
PC10 > -0.2973441
PC16 > -1.941889
PC16 <= 0.0976697
PC21 <= 0.5964558
-> class 1\|1 [0.971]
Rule 3/104: (28.3, lift 16.0)
PC1 > 9.434016
PC18 > 0.1550389
PC21 > 0.5964558
PC22 <= 2.281079
-> class 1\|1 [0.967]
Rule 3/105: (63.7/2.2, lift 15.7)
PC5 > 12.1829
PC16 <= -1.941889
PC45 <= 0.5341863
-> class 1\|1 [0.951]
Rule 3/106: (17.7, lift 15.7)
PC1 > 9.434016
PC7 > -1.829115
PC21 > 0.5964558
PC22 <= 2.281079
-> class 1\|1 [0.949]
Rule 3/107: (43.6/1.8, lift 15.5)
PC1 > -0.430681
PC3 <= 6.79025
PC6 > 5.1094
PC9 > -0.7842572
PC9 <= 1.266949
PC10 <= 1.023987
PC16 <= -1.941889
-> class 1\|1 [0.939]
Rule 3/108: (13.8, lift 15.5)
PC1 > -0.430681
PC2 <= 2.60032
PC6 <= 6.13604
PC10 > 1.023987
PC16 <= -1.941889
PC91 > -0.4964139
-> class 1\|1 [0.937]
Rule 3/109: (106/5.8, lift 15.5)
PC1 > -0.430681
PC3 <= 5.533035
PC6 > 6.13604
PC9 > -0.7842572
PC16 > -4.645832
PC16 <= -1.941889
PC91 > -0.4964139
-> class 1\|1 [0.937]
Rule 3/110: (13.2, lift 15.4)
PC1 > 11.70365
PC3 <= -0.078421
PC6 > -2.402343
PC15 > -3.116849
PC16 > -1.941889
PC21 <= 0.5964558
PC28 <= 0.2464169
-> class 1\|1 [0.934]
Rule 3/111: (12.4, lift 15.4)
PC1 > -0.430681
PC5 <= 12.1829
PC9 > -0.7842572
PC10 <= 1.023987
PC16 <= -1.941889
PC47 > 2.192351
-> class 1\|1 [0.931]
Rule 3/112: (12.5, lift 15.4)
PC2 <= 2.60032
PC4 <= -2.793473
PC16 <= 0.0976697
-> class 1\|1 [0.931]
Rule 3/113: (9, lift 15.0)
PC6 > 5.1094
PC16 <= -1.941889
PC45 <= 0.5341863
PC57 > 0.6759949
PC91 > -0.4964139
-> class 1\|1 [0.909]
Rule 3/114: (31.4/2.7, lift 14.7)
PC1 > -0.430681
PC5 > 3.424831
PC18 <= 0.1742704
PC82 <= -0.7688722
-> class 1\|1 [0.890]
Rule 3/115: (80.7/11.6, lift 14.0)
PC1 > 11.70365
PC3 <= -0.078421
PC11 > -2.309642
PC15 > -3.116849
PC16 > -1.941889
PC21 <= 0.5964558
PC28 <= 0.2464169
-> class 1\|1 [0.847]
Rule 3/116: (4.3, lift 13.9)
PC2 <= 2.60032
PC9 > -0.7842572
PC16 <= -1.941889
PC27 <= -1.04473
PC45 <= 0.5341863
-> class 1\|1 [0.841]
Rule 3/117: (12.9/2.2, lift 12.9)
PC1 > -0.430681
PC1 <= 11.70365
PC2 <= 2.60032
PC3 <= -0.078421
PC9 > 0.2364534
PC16 > -1.941889
PC21 <= 0.5964558
-> class 1\|1 [0.784]
Rule 3/118: (10.7/2.7, lift 11.8)
PC1 > -0.430681
PC9 > -0.7842572
PC16 > -2.021894
PC16 <= -1.941889
PC91 > -0.4964139
-> class 1\|1 [0.712]
Rule 3/119: (1417.5/759.3, lift 7.7)
PC2 > 2.60032
PC3 > 1.640775
-> class 1\|1 [0.464]
Rule 3/120: (69.8/41.8, lift 6.7)
PC1 > -0.430681
PC10 > -0.2973441
PC48 > 0.9773987
-> class 1\|1 [0.403]
Rule 3/121: (219.9/0.9, lift 17.7)
PC2 <= 2.60032
PC5 > 3.424831
PC12 <= 2.678355
PC16 > 0.0976697
PC18 <= 0.1742704
PC21 <= 0.5964558
PC65 <= 1.267671
PC82 > -0.7688722
-> class 1\|2 [0.991]
Rule 3/122: (86.9, lift 17.7)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC16 > -1.941889
PC84 > 0.5910042
-> class 1\|2 [0.989]
Rule 3/123: (81.6, lift 17.7)
PC2 <= 2.60032
PC3 > 1.108042
PC12 <= 2.678355
PC16 > 0.0976697
PC40 > 0.4993358
PC100 > 0.141961
-> class 1\|2 [0.988]
Rule 3/124: (82.2/0.4, lift 17.6)
PC2 > 2.60032
PC3 > 1.640775
PC15 <= 0.6799939
PC16 <= 0.9959877
PC51 <= -0.3061795
PC97 <= 1.535991
-> class 1\|2 [0.983]
Rule 3/125: (77.2/0.4, lift 17.5)
PC1 > -0.430681
PC3 > -0.078421
PC3 <= 1.108042
PC16 > 0.0976697
PC21 <= 0.5964558
PC100 > 0.141961
-> class 1\|2 [0.982]
Rule 3/126: (61.9/0.4, lift 17.5)
PC1 > 1.036368
PC2 <= 2.60032
PC3 > 0.6970189
PC16 > -1.941889
PC21 <= 0.5964558
PC60 > -1.113875
PC72 > 0.1215153
PC100 <= 0.141961
-> class 1\|2 [0.977]
Rule 3/127: (70.6/0.9, lift 17.4)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC16 > 0.0976697
PC20 <= 0.4113477
PC30 <= -0.6383737
PC60 > -1.113875
-> class 1\|2 [0.974]
Rule 3/128: (30.5, lift 17.3)
PC1 > -0.430681
PC3 > -0.078421
PC16 > 0.0976697
PC20 <= -1.521745
PC100 > 0.141961
-> class 1\|2 [0.969]
Rule 3/129: (28.9, lift 17.3)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC5 <= 3.424831
PC16 > 0.0976697
PC35 > 0.6791058
-> class 1\|2 [0.968]
Rule 3/130: (27.9, lift 17.3)
PC1 > -0.430681
PC2 <= 2.60032
PC16 > -1.941889
PC21 <= 0.5964558
PC70 > 0.6232999
PC82 > -0.1021896
-> class 1\|2 [0.967]
Rule 3/131: (25.2, lift 17.2)
PC1 > 11.70365
PC3 <= -0.078421
PC15 > -3.116849
PC21 <= 0.5964558
PC28 > 0.2464169
-> class 1\|2 [0.963]
Rule 3/132: (24.2, lift 17.2)
PC2 > 2.60032
PC3 > 1.640775
PC22 <= -2.137337
PC51 > -0.3061795
-> class 1\|2 [0.962]
Rule 3/133: (165.9/10.2, lift 16.7)
PC2 > 2.60032
PC3 > 1.640775
PC15 > -1.571989
PC16 > 0.9959877
PC58 > -0.9120947
PC93 > -0.5394949
-> class 1\|2 [0.933]
Rule 3/134: (12, lift 16.6)
PC2 <= 2.60032
PC3 > -0.078421
PC4 > 0.8575985
PC16 > 0.0976697
-> class 1\|2 [0.929]
Rule 3/135: (61.1/3.6, lift 16.6)
PC1 > -0.430681
PC3 > -0.078421
PC5 <= 3.424831
PC12 <= 2.678355
PC16 > 0.0976697
PC21 <= 0.5964558
PC45 > -0.4375444
PC60 <= -1.113875
-> class 1\|2 [0.927]
Rule 3/136: (17.8/0.4, lift 16.6)
PC1 > -0.430681
PC8 <= -0.2080276
PC21 > 0.5964558
PC50 <= -0.7888693
-> class 1\|2 [0.927]
Rule 3/137: (10.6, lift 16.5)
PC2 <= 2.60032
PC16 <= -1.941889
PC45 > 0.5341863
-> class 1\|2 [0.921]
Rule 3/138: (9.6, lift 16.3)
PC2 <= 2.60032
PC9 <= -2.751183
PC15 <= -3.116849
PC50 <= -0.5004689
-> class 1\|2 [0.914]
Rule 3/139: (81.4/6.3, lift 16.3)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC12 <= 2.678355
PC16 > 0.0976697
PC21 <= 0.5964558
PC44 <= 0.6184465
PC82 <= -0.1021896
PC100 > 0.141961
-> class 1\|2 [0.912]
Rule 3/140: (8.4, lift 16.2)
PC2 > 2.60032
PC3 > 1.640775
PC16 <= 0.9959877
PC72 <= -1.307414
-> class 1\|2 [0.904]
Rule 3/141: (145.7/14.6, lift 16.0)
PC1 > 0.5901639
PC2 <= 2.60032
PC3 > -0.078421
PC4 > -2.793473
PC8 > -1.793369
PC10 > -0.2973441
PC12 <= 2.678355
PC16 > -1.941889
PC16 <= 0.0976697
PC18 <= 0.1548661
PC48 <= 0.9773987
PC57 > -1.721336
-> class 1\|2 [0.895]
Rule 3/142: (7.6, lift 16.0)
PC1 > 1.128336
PC2 > 2.60032
PC15 <= -1.571989
-> class 1\|2 [0.895]
Rule 3/143: (177.4/18, lift 16.0)
PC1 > 9.434016
PC7 <= -1.829115
PC15 > -3.116849
PC16 > -1.941889
PC18 <= 0.1550389
-> class 1\|2 [0.894]
Rule 3/144: (82/12.8, lift 14.9)
PC1 > -0.430681
PC2 <= 2.60032
PC3 > -0.078421
PC12 <= 2.678355
PC15 > -3.116849
PC16 > 0.0976697
PC20 <= 0.4113477
PC45 <= -0.4375444
-> class 1\|2 [0.835]
Rule 3/145: (148.1/25.7, lift 14.7)
PC3 > -0.078421
PC16 > 0.0976697
PC21 <= 0.5964558
PC35 <= 0.6791058
PC55 <= -1.935972
-> class 1\|2 [0.822]
Rule 3/146: (31.8/7.1, lift 13.6)
PC1 > -0.430681
PC2 <= 2.60032
PC3 <= -0.078421
PC9 <= 0.2364534
PC15 > -3.116849
PC20 > 0.1808333
PC21 <= 0.5964558
-> class 1\|2 [0.760]
Rule 3/147: (26.4/9.5, lift 11.3)
PC1 > -0.430681
PC2 <= 2.60032
PC9 <= -0.7842572
PC16 <= -1.941889
-> class 1\|2 [0.630]
Rule 3/148: (170.1/1.3, lift 16.4)
PC1 <= 1.128336
PC2 > 2.60032
PC3 > 1.640775
PC15 <= -1.571989
-> class 1\|3 [0.986]
Rule 3/149: (8.6, lift 15.1)
PC2 <= 2.60032
PC3 > -0.078421
PC5 > 3.424831
PC16 > -1.941889
PC18 > 0.1742704
PC20 <= 0.4113477
PC21 <= 0.5964558
-> class 1\|3 [0.905]
Rule 3/150: (293.5/47.1, lift 14.0)
PC2 <= 2.60032
PC3 > 1.108042
PC5 <= 3.424831
PC12 <= 2.678355
PC15 > -3.116849
PC16 > 0.0976697
PC20 > -1.521745
PC30 > -0.6383737
PC40 <= 0.4993358
PC44 <= 0.6184465
PC45 > -0.4375444
PC53 <= 1.244309
PC60 > -1.113875
PC70 <= 0.6232999
PC82 > -0.1021896
PC84 <= 0.5910042
PC98 > -0.9144674
-> class 1\|3 [0.837]
Rule 3/151: (82.3/15.5, lift 13.4)
PC3 > 1.640775
PC15 > -1.571989
PC16 > 0.9959877
PC58 > -0.9120947
PC93 <= -0.5394949
-> class 1\|3 [0.804]
Rule 3/152: (3792.7/2809.6, lift 4.3)
PC1 > -0.430681
PC2 <= 2.60032
-> class 1\|3 [0.259]
Rule 3/153: (684.7/0.9, lift 11.9)
PC2 <= 2.60032
PC8 > 1.706811
PC10 <= 0.4840528
PC11 > -0.9337804
PC12 > -0.3991949
PC26 <= 2.837792
PC28 <= 0.1391531
PC46 <= 1.188833
PC54 > -2.008829
PC60 > -0.2222995
PC70 <= 0.05402803
PC84 > -0.2130711
PC96 > -0.3563694
-> class 2\|0 [0.997]
Rule 3/154: (618/3.1, lift 11.8)
PC2 <= 2.60032
PC8 > 1.706811
PC11 > -0.9337804
PC21 > -0.2469342
PC31 <= 1.669284
PC34 <= -0.2263519
PC60 > -0.2222995
-> class 2\|0 [0.993]
Rule 3/155: (479.2/5.2, lift 11.8)
PC7 > 1.50783
PC8 > 1.706811
PC11 > -0.9337804
PC21 > -0.2469342
PC60 > -0.2222995
PC96 > -0.3563694
-> class 2\|0 [0.987]
Rule 3/156: (160.8/1.3, lift 11.8)
PC1 <= -0.430681
PC8 > 1.706811
PC19 <= -0.07146794
PC21 > -0.2469342
PC53 > 0.9556477
PC96 > -0.3563694
-> class 2\|0 [0.986]
Rule 3/157: (133.2/0.9, lift 11.8)
PC1 > -0.430681
PC2 <= 2.60032
PC9 <= 0.3539585
PC14 <= 0.08337946
PC16 > -1.941889
PC21 > 0.5964558
PC85 > -0.9423516
PC94 <= 0.2139674
-> class 2\|0 [0.986]
Rule 3/158: (79.4/0.4, lift 11.7)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.60032
PC8 > -0.2448918
PC83 > 0.3446951
-> class 2\|0 [0.982]
Rule 3/159: (110.1/1.3, lift 11.7)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.60032
PC4 <= 0.25686
PC8 > -0.2448918
PC68 > -0.3420546
PC78 > -0.4639421
-> class 2\|0 [0.979]
Rule 3/160: (550.6/10.9, lift 11.7)
PC8 > 1.706811
PC11 > -0.9337804
PC12 > -0.3991949
PC20 <= -0.08652406
PC22 <= 1.071706
PC26 <= 2.837792
PC28 <= 0.1391531
PC33 <= 0.5000122
PC46 <= 1.188833
PC54 > -2.008829
PC60 > -0.2222995
PC83 > -0.6572847
PC84 > -0.2130711
PC99 <= 0.4940604
-> class 2\|0 [0.978]
Rule 3/161: (37.1, lift 11.6)
PC8 > 1.706811
PC10 <= -0.1473955
PC46 > 1.188833
PC60 > -0.2222995
PC84 > -0.2130711
-> class 2\|0 [0.974]
Rule 3/162: (504.4/35.9, lift 11.1)
PC1 > -4.643776
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.9337804
PC21 > -0.2469342
PC53 <= 0.9556477
PC68 > 0.6163667
PC96 > -0.3563694
-> class 2\|0 [0.927]
Rule 3/163: (10.5/0.4, lift 10.5)
PC1 <= -4.643776
PC8 > 1.706811
PC21 > -0.2469342
PC60 <= -0.2222995
-> class 2\|0 [0.884]
Rule 3/164: (50.4/12.3, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.60032
PC3 > -1.677802
PC8 > -0.2448918
PC8 <= 1.706811
PC12 > 2.326105
PC47 <= -0.6694815
-> class 2\|0 [0.746]
Rule 3/165: (21.4/5.4, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC21 <= -0.363508
PC44 > 0.5258224
-> class 2\|0 [0.726]
Rule 3/166: (225.8, lift 9.6)
PC1 <= -0.430681
PC8 > 1.706811
PC18 <= -0.2351737
PC20 > -0.4632906
PC21 <= -0.2469342
PC40 > -1.511018
-> class 2\|1 [0.996]
Rule 3/167: (212.6, lift 9.6)
PC1 <= -0.430681
PC8 > 1.706811
PC11 <= -0.9337804
PC21 > -0.2469342
-> class 2\|1 [0.995]
Rule 3/168: (103.4, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.04721471
PC8 <= 1.706811
PC10 <= -0.07753254
PC11 > -1.958302
PC32 <= 1.05426
PC44 <= 0.5258224
PC47 > -0.6694815
PC68 <= -0.4394439
-> class 2\|1 [0.991]
Rule 3/169: (114, lift 9.6)
PC1 <= -0.430681
PC8 > 1.706811
PC12 <= -0.3991949
PC34 > -0.2263519
PC60 > -0.2222995
-> class 2\|1 [0.991]
Rule 3/170: (174.2/0.9, lift 9.6)
PC1 <= -0.430681
PC7 > 0.4729115
PC8 > 1.706811
PC16 <= 0.3580772
PC21 <= -0.2469342
PC26 > -1.36668
PC40 > -1.511018
PC70 <= 0.3232791
-> class 2\|1 [0.989]
Rule 3/171: (85, lift 9.5)
PC1 <= -0.430681
PC8 > 1.706811
PC33 > 0.5000122
-> class 2\|1 [0.989]
Rule 3/172: (68.5, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC38 > 0.978694
PC65 <= 0.8662381
-> class 2\|1 [0.986]
Rule 3/173: (61.2, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC22 > 1.071706
PC70 > 0.05402803
-> class 2\|1 [0.984]
Rule 3/174: (76.8/0.4, lift 9.5)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.60032
PC4 <= 0.25686
PC8 > -0.2448918
PC8 <= 1.706811
PC68 <= -0.3420546
PC83 <= 0.3446951
-> class 2\|1 [0.982]
Rule 3/175: (147.9/1.8, lift 9.5)
PC1 <= -0.430681
PC8 > 1.706811
PC10 > 0.4840528
PC60 > -0.2222995
-> class 2\|1 [0.981]
Rule 3/176: (240.7/4, lift 9.5)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC34 > -0.2263519
PC84 <= -0.2130711
-> class 2\|1 [0.979]
Rule 3/177: (105.4/1.3, lift 9.4)
PC1 <= -0.430681
PC8 > 1.706811
PC20 > -0.08652406
PC21 > -0.2469342
PC46 <= 1.188833
PC70 > 0.05402803
PC83 > -0.6572847
PC84 > -0.2130711
-> class 2\|1 [0.978]
Rule 3/178: (43.2, lift 9.4)
PC1 <= -0.430681
PC8 > 1.706811
PC34 > -0.2263519
PC60 > -0.2222995
PC70 > 0.05402803
PC99 > 0.4940604
-> class 2\|1 [0.978]
Rule 3/179: (59.9/0.4, lift 9.4)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC28 > 0.1391531
-> class 2\|1 [0.977]
Rule 3/180: (94.1/1.3, lift 9.4)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.04721471
PC8 <= 1.706811
PC12 > -2.779273
PC34 <= 0.2205974
PC44 <= 0.5258224
PC45 <= -0.01090586
PC59 > -0.2590934
PC69 <= 0.2370454
-> class 2\|1 [0.976]
Rule 3/181: (38.5, lift 9.4)
PC2 <= -1.025067
PC4 <= 0.25686
PC8 > -0.04721471
PC12 > -2.779273
PC32 <= 1.05426
PC47 > -0.6694815
PC59 > 0.6701341
PC88 > -0.3389637
-> class 2\|1 [0.975]
Rule 3/182: (52.4/0.4, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC47 > -0.6694815
PC55 <= -0.8519135
-> class 2\|1 [0.973]
Rule 3/183: (34.3, lift 9.4)
PC2 <= -1.025067
PC8 > -0.2448918
PC8 <= 1.706811
PC38 > 0.2780109
PC47 <= -0.6694815
PC63 > -0.01765974
-> class 2\|1 [0.972]
Rule 3/184: (33, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC12 > -2.779273
PC32 <= 1.05426
PC47 > -0.6694815
PC65 > 0.8662381
-> class 2\|1 [0.971]
Rule 3/185: (29, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 <= -0.4762218
PC8 <= 1.706811
PC44 <= 0.3909043
PC69 <= 0.2370454
-> class 2\|1 [0.968]
Rule 3/186: (29.2, lift 9.3)
PC8 > 1.706811
PC19 > -0.07146794
PC21 > -0.2469342
PC53 > 0.9556477
PC60 <= -0.2222995
-> class 2\|1 [0.968]
Rule 3/187: (27.4, lift 9.3)
PC8 > -0.2448918
PC8 <= 1.706811
PC12 > -2.779273
PC21 > 1.952412
PC45 > -0.01090586
-> class 2\|1 [0.966]
Rule 3/188: (26.2, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 <= 0.25686
PC8 > -0.2448918
PC12 > -2.779273
PC88 > -0.3389637
PC92 <= -0.5368034
-> class 2\|1 [0.965]
Rule 3/189: (105.5/3.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.04721471
PC12 > -2.779273
PC19 > -2.317307
PC21 <= 1.952412
PC32 <= 1.05426
PC44 <= 0.5258224
PC46 <= -0.386361
PC69 <= 0.2370454
-> class 2\|1 [0.962]
Rule 3/190: (24, lift 9.3)
PC1 > -0.430681
PC1 <= 11.70365
PC3 <= -0.078421
PC9 <= 0.2364534
PC21 <= 0.5964558
PC31 > 0.02805567
PC41 > 0.4274525
-> class 2\|1 [0.962]
Rule 3/191: (32.4/0.4, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC12 > -2.779273
PC44 > 0.3909043
PC44 <= 0.5258224
PC47 > -0.6694815
-> class 2\|1 [0.958]
Rule 3/192: (96.4/3.1, lift 9.3)
PC1 <= -0.430681
PC8 > 1.706811
PC34 > -0.2263519
PC83 <= -0.6572847
-> class 2\|1 [0.958]
Rule 3/193: (172.3/6.5, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC6 <= 0.3403621
PC8 > -2.684477
PC28 > 0.04321957
PC99 > 1.25466
-> class 2\|1 [0.957]
Rule 3/194: (130.8/5.3, lift 9.2)
PC1 <= -0.430681
PC8 > 1.706811
PC10 > -0.1473955
PC21 > -0.2469342
PC34 > -0.2263519
PC46 > 1.188833
-> class 2\|1 [0.952]
Rule 3/195: (18.3, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC44 <= 0.5258224
PC47 > -0.6694815
PC100 <= -1.118593
-> class 2\|1 [0.951]
Rule 3/196: (18.1, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.04721471
PC8 <= 1.706811
PC12 > -2.779273
PC45 > -0.01090586
PC88 <= -0.3389637
-> class 2\|1 [0.950]
Rule 3/197: (85.2/3.8, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC28 <= -0.2259787
-> class 2\|1 [0.945]
Rule 3/198: (484/27.1, lift 9.1)
PC1 > -4.643776
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC53 <= 0.9556477
PC60 <= -0.2222995
PC68 <= 0.6163667
-> class 2\|1 [0.942]
Rule 3/199: (15, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC27 > 0.7279255
-> class 2\|1 [0.941]
Rule 3/200: (14.4, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC45 > 0.3823274
PC47 > -0.6694815
-> class 2\|1 [0.939]
Rule 3/201: (14.3, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC14 <= -0.7641849
PC32 <= -1.807372
PC57 <= -0.2006588
-> class 2\|1 [0.939]
Rule 3/202: (20.9/0.4, lift 9.0)
PC1 <= -0.430681
PC6 <= -3.087066
PC63 > 0.06474769
PC89 > -0.7323176
-> class 2\|1 [0.937]
Rule 3/203: (96.3/6.2, lift 8.9)
PC1 <= -0.430681
PC8 > 1.706811
PC26 > 2.837792
PC96 > -0.3563694
-> class 2\|1 [0.927]
Rule 3/204: (11.7, lift 9.0)
PC2 <= -1.025067
PC4 <= 0.25686
PC8 > -0.2448918
PC8 <= 1.706811
PC44 <= 0.3909043
PC45 > -0.01090586
PC55 > -0.8519135
PC59 <= 0.6701341
PC69 <= 0.2370454
PC76 > 0.4272273
-> class 2\|1 [0.927]
Rule 3/205: (11.2, lift 8.9)
PC1 <= -0.430681
PC8 > -0.2448918
PC8 <= 1.706811
PC19 <= -2.317307
PC47 > -0.6694815
-> class 2\|1 [0.924]
Rule 3/206: (27.4/1.3, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC12 > 5.358043
-> class 2\|1 [0.921]
Rule 3/207: (56.2/4, lift 8.8)
PC1 <= -0.430681
PC8 > 1.706811
PC54 <= -2.008829
-> class 2\|1 [0.914]
Rule 3/208: (24.4/1.3, lift 8.8)
PC1 > -0.430681
PC2 <= 2.60032
PC15 > -3.116849
PC16 > -1.941889
PC21 > 0.5964558
PC80 <= 0.06850778
PC94 > 0.2139674
-> class 2\|1 [0.912]
Rule 3/209: (72.5/5.8, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 <= -0.07738709
PC8 > -0.2448918
PC8 <= 1.706811
PC12 > -2.779273
PC20 <= 0.1034476
PC44 <= 0.3909043
PC95 <= -0.1269479
-> class 2\|1 [0.909]
Rule 3/210: (7.4, lift 8.6)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.2448918
PC63 > 0.06474769
PC63 <= 0.06538293
-> class 2\|1 [0.894]
Rule 3/211: (59.3/5.8, lift 8.6)
PC2 <= -1.025067
PC4 <= 0.25686
PC8 > -0.2448918
PC8 <= 1.706811
PC32 > 1.05426
PC47 > -0.6694815
PC69 <= 0.2370454
-> class 2\|1 [0.890]
Rule 3/212: (24/2.7, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 <= -0.07738709
PC8 > -0.04721471
PC8 <= 1.706811
PC12 > -2.779273
PC44 <= 0.3909043
PC45 > -0.01090586
PC100 > 0.4037213
-> class 2\|1 [0.859]
Rule 3/213: (150/20.6, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 <= -0.07738709
PC8 > -0.04721471
PC19 > -2.317307
PC21 <= 1.952412
PC44 <= 0.3909043
PC55 > -0.8519135
PC65 <= 0.8662381
PC81 <= 0.06276903
PC93 <= 0.5554105
PC95 <= -0.1269479
-> class 2\|1 [0.858]
Rule 3/214: (67/13.7, lift 7.6)
PC2 <= -1.025067
PC4 <= 0.25686
PC8 > -0.2448918
PC8 <= 1.706811
PC22 > -0.7064604
PC44 > 0.5258224
PC47 > -0.6694815
-> class 2\|1 [0.787]
Rule 3/215: (29.1/7.4, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 > 0.25686
PC8 > -0.2448918
-> class 2\|1 [0.730]
Rule 3/216: (30.5/8.5, lift 6.8)
PC1 > -0.430681
PC1 <= 9.434016
PC15 > -3.116849
PC21 > 0.5964558
PC60 <= -0.5242456
PC80 > 0.06850778
-> class 2\|1 [0.706]
Rule 3/217: (123.5, lift 10.1)
PC2 <= -1.025067
PC4 > -0.4762218
PC4 <= 0.25686
PC8 > -0.2448918
PC8 <= -0.04721471
PC44 <= 0.5258224
PC45 <= 0.3823274
PC47 > -0.6694815
PC65 <= 0.8662381
PC69 <= 0.2370454
PC99 <= 1.874359
PC100 > -1.118593
-> class 2\|2 [0.992]
Rule 3/218: (73.7/0.4, lift 10.0)
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC19 > -2.317307
PC20 > 0.1034476
PC46 > -0.386361
PC47 > -0.6694815
PC93 > 0.5554105
-> class 2\|2 [0.981]
Rule 3/219: (156/6.7, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC28 > -0.2259787
PC29 > 0.02692924
PC35 > -0.6540792
PC36 > 0.09391297
PC47 > -0.8867225
PC63 > -0.3658448
PC63 <= 0.06474769
PC67 <= 0.2330309
PC68 <= 2.029282
PC83 > -0.9610758
-> class 2\|2 [0.952]
Rule 3/220: (32.2/3.8, lift 8.7)
PC1 > -0.430681
PC1 <= 11.70365
PC3 <= -0.078421
PC16 > -1.941889
PC21 <= 0.5964558
PC31 <= 0.02805567
PC38 <= 0.4092434
PC41 > 0.4274525
-> class 2\|2 [0.859]
Rule 3/221: (16.8/2.2, lift 8.4)
PC1 > -0.430681
PC1 <= 11.70365
PC2 <= 2.60032
PC3 <= -0.078421
PC9 <= 0.2364534
PC15 > -3.116849
PC20 <= 0.1808333
PC41 <= 0.4274525
PC78 > 0.20412
-> class 2\|2 [0.828]
Rule 3/222: (13.3/1.8, lift 8.3)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.2448918
PC27 > -0.7057388
PC36 > 0.04839476
PC36 <= 0.09391297
PC62 <= 0.2143113
PC63 <= 0.06474769
PC79 <= 0.003055811
-> class 2\|2 [0.819]
Rule 3/223: (45.1/13.1, lift 7.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC27 <= -0.7057388
PC63 <= 0.06474769
PC99 <= 1.25466
-> class 2\|2 [0.700]
Rule 3/224: (15.8/5.2, lift 6.6)
PC1 > -0.430681
PC1 <= 9.434016
PC9 <= 0.3539585
PC15 > -3.116849
PC21 > 0.5964558
PC85 <= -0.9423516
-> class 2\|2 [0.654]
Rule 3/225: (8207.5/6314.9, lift 2.3)
PC1 <= -0.430681
PC2 <= 2.60032
-> class 2\|2 [0.231]
Rule 3/226: (208.5, lift 8.6)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 > -1.545447
PC46 <= -0.1830866
PC55 <= 1.596507
PC75 > 0.268474
PC91 > -0.6385668
-> class 2\|3 [0.995]
Rule 3/227: (183.8, lift 8.5)
PC2 <= 2.60032
PC8 <= -2.684477
PC19 > -1.545447
PC46 <= 0.332321
PC75 <= 0.268474
PC85 <= 0.7860593
PC93 > 0.4416389
-> class 2\|3 [0.995]
Rule 3/228: (172.7, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 > -1.545447
PC46 <= 0.332321
PC75 <= 0.268474
PC96 > 0.290455
-> class 2\|3 [0.994]
Rule 3/229: (116.1, lift 8.5)
PC8 <= -2.684477
PC11 > -4.090669
PC19 > -1.545447
PC22 <= -0.7646916
PC46 <= 0.332321
PC62 <= -0.3907135
-> class 2\|3 [0.992]
Rule 3/230: (104.6, lift 8.5)
PC6 > -0.4848087
PC8 <= -2.684477
PC19 > -1.545447
PC46 <= 0.332321
PC75 > 0.268474
PC79 > -0.1123921
-> class 2\|3 [0.991]
Rule 3/231: (157.8/0.4, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC43 <= -0.118896
PC46 <= 0.332321
PC62 > -0.3907135
PC69 > -0.3454055
PC75 <= 0.268474
PC85 <= 0.7860593
-> class 2\|3 [0.991]
Rule 3/232: (99.6, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC19 > -1.545447
PC24 > 0.5524306
PC41 > -0.671379
PC46 <= 0.332321
PC69 > -0.3454055
PC75 <= 0.268474
PC85 <= 0.7860593
PC96 <= 0.290455
-> class 2\|3 [0.990]
Rule 3/233: (75.8, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC10 > -0.2461918
PC18 > 0.04615716
PC27 > -0.7057388
PC63 <= 0.06474769
PC70 > 0.2094811
PC88 <= 0.4071077
PC89 > -0.7323176
PC91 <= 1.377683
-> class 2\|3 [0.987]
Rule 3/234: (200.4/1.8, lift 8.5)
PC2 <= 2.60032
PC8 <= -2.684477
PC11 > -4.090669
PC16 <= 0.4402856
PC19 > -1.545447
PC22 <= 0.9148942
PC24 <= 0.5524306
PC62 > -0.3907135
PC75 <= 0.268474
PC85 <= 0.7860593
PC98 > -0.1438113
-> class 2\|3 [0.986]
Rule 3/235: (70.9, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC16 > 0.4402856
PC46 <= 0.332321
PC69 > -0.3454055
PC75 <= 0.268474
-> class 2\|3 [0.986]
Rule 3/236: (410.5/5.8, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC15 > -2.162155
PC22 <= 1.28584
PC27 > -0.7057388
PC36 <= 0.04839476
PC57 > -0.2006588
PC62 <= 0.2143113
PC63 <= 0.06474769
PC70 <= 0.2094811
PC88 <= 0.4071077
PC89 > -0.7323176
PC99 <= 1.25466
-> class 2\|3 [0.984]
Rule 3/237: (58.8, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC11 > -4.090669
PC19 <= -1.545447
PC46 <= 0.332321
PC71 <= 0.6231174
PC95 <= 0.000589953
-> class 2\|3 [0.984]
Rule 3/238: (50.2, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC27 > -0.7057388
PC29 > 0.02692924
PC35 <= -0.6540792
PC63 > -0.3658448
PC63 <= 0.06474769
PC99 <= 1.25466
-> class 2\|3 [0.981]
Rule 3/239: (185.2/2.7, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC44 <= 0.8836542
PC46 > 0.332321
PC64 <= -0.180197
-> class 2\|3 [0.980]
Rule 3/240: (63.5/0.4, lift 8.4)
PC8 <= -2.684477
PC19 <= -1.545447
PC94 > 0.8346831
-> class 2\|3 [0.978]
Rule 3/241: (42.1, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC36 > 0.09391297
PC57 > -0.2006588
PC63 <= 0.06474769
PC83 <= -0.9610758
PC89 > -0.7323176
-> class 2\|3 [0.977]
Rule 3/242: (40.7, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC22 <= -1.938803
PC46 <= 0.332321
-> class 2\|3 [0.977]
Rule 3/243: (39, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC15 <= -2.162155
PC28 > -0.2259787
PC57 > -0.2006588
PC95 <= 0.1109738
-> class 2\|3 [0.976]
Rule 3/244: (75.8/0.9, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC16 > 0.674357
PC46 > 0.332321
-> class 2\|3 [0.976]
Rule 3/245: (122.1/2.2, lift 8.4)
PC1 <= -0.430681
PC8 <= -0.2448918
PC29 <= 0.02692924
PC32 <= 1.601086
PC36 > 0.09391297
PC57 > -0.2006588
PC63 <= 0.06474769
PC81 > -0.497721
PC89 > -0.7323176
PC91 <= 1.377683
-> class 2\|3 [0.974]
Rule 3/246: (68.4/0.9, lift 8.4)
PC1 > -0.430681
PC9 <= -2.751183
PC15 <= -3.116849
PC43 <= -0.02553178
PC50 > -0.5004689
-> class 2\|3 [0.973]
Rule 3/247: (236.5/5.8, lift 8.3)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.2448918
PC10 > -0.2461918
PC15 > -2.162155
PC22 <= 1.28584
PC27 > -0.7057388
PC36 <= 0.09391297
PC57 > -0.2006588
PC62 <= 0.2143113
PC63 <= 0.06474769
PC70 <= 0.2094811
PC79 > 0.003055811
PC88 <= 0.4071077
PC89 > -0.7323176
-> class 2\|3 [0.972]
Rule 3/248: (137.5/3.6, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.684477
PC46 > 0.332321
PC78 <= -0.214207
-> class 2\|3 [0.967]
Rule 3/249: (25.9, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC27 > -0.7057388
PC32 <= 1.601086
PC36 > 0.09391297
PC47 <= -0.8867225
PC57 > -0.2006588
-> class 2\|3 [0.964]
Rule 3/250: (47.8/0.9, lift 8.3)
PC1 > -0.430681
PC9 <= -2.751183
PC15 <= -3.116849
PC31 <= -0.3329965
-> class 2\|3 [0.962]
Rule 3/251: (20.7, lift 8.2)
PC1 > -0.430681
PC14 > 1.576791
PC15 <= -3.116849
PC50 > -0.5004689
-> class 2\|3 [0.956]
Rule 3/252: (20.9, lift 8.2)
PC2 <= 2.60032
PC8 <= -0.2448918
PC32 <= 1.601086
PC57 > -0.2006588
PC63 > 0.06474769
PC85 > 0.9071871
PC89 > -0.7323176
PC99 <= 1.25466
-> class 2\|3 [0.956]
Rule 3/253: (29/0.4, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC4 > 0.0297179
PC8 <= -0.2448918
PC11 > -4.090669
PC19 <= -1.545447
PC46 <= 0.332321
-> class 2\|3 [0.953]
Rule 3/254: (73.8/2.7, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC36 > 0.09391297
PC57 > -0.2006588
PC63 <= -0.3658448
PC89 > -0.7323176
PC91 <= 1.377683
PC99 <= 1.25466
-> class 2\|3 [0.952]
Rule 3/255: (377.6/17.4, lift 8.2)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -1.197344
PC10 > -0.2461918
PC15 > -2.162155
PC22 <= 1.28584
PC27 > -0.7057388
PC36 <= 0.09391297
PC57 > -0.2006588
PC63 <= 0.06474769
PC70 <= 0.2094811
PC88 <= 0.4071077
PC89 > -0.7323176
PC91 <= 1.377683
-> class 2\|3 [0.951]
Rule 3/256: (17.3, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC12 <= 5.358043
PC28 > -0.2259787
PC32 <= 1.601086
PC57 > -0.2006588
PC63 > 0.06474769
PC80 > 1.36517
-> class 2\|3 [0.948]
Rule 3/257: (16, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC12 <= 5.358043
PC15 > 3.68311
PC57 > -0.2006588
PC63 > 0.06474769
PC99 <= 1.25466
-> class 2\|3 [0.944]
Rule 3/258: (21.2/0.4, lift 8.1)
PC1 <= -0.430681
PC8 <= -2.684477
PC11 > -4.090669
PC13 > 0.3251544
PC19 <= -1.545447
-> class 2\|3 [0.938]
Rule 3/259: (13.8, lift 8.0)
PC1 <= -0.430681
PC3 > 0.2067011
PC8 > -2.684477
PC8 <= -0.2448918
PC89 <= -0.7323176
-> class 2\|3 [0.937]
Rule 3/260: (137/9.5, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC10 <= -0.0008777652
PC11 > -4.090669
PC57 > -0.2006588
PC63 > 0.06474769
PC80 <= 1.36517
-> class 2\|3 [0.924]
Rule 3/261: (9.3, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.60032
PC20 <= -0.4632906
PC21 <= -0.2469342
-> class 2\|3 [0.911]
Rule 3/262: (8.8, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC28 <= -0.1319651
PC57 > -0.2006588
PC63 > 0.06474769
PC89 > -0.7323176
-> class 2\|3 [0.907]
Rule 3/263: (28.2/3.6, lift 7.3)
PC1 <= -0.430681
PC8 <= -0.2448918
PC11 > -4.090669
PC14 > -0.7641849
PC19 <= -2.968639
PC57 <= -0.2006588
-> class 2\|3 [0.849]
Rule 3/264: (97.4/14.1, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC32 <= 1.601086
PC36 > 0.4590788
PC63 > 0.06474769
-> class 2\|3 [0.848]
Rule 3/265: (43.9/8.3, lift 6.9)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -0.2448918
PC8 <= 1.706811
PC12 <= 2.326105
PC32 <= -0.9878428
PC38 <= 0.2780109
PC47 <= -0.6694815
-> class 2\|3 [0.798]
Rule 3/266: (405.7/104.3, lift 6.4)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 <= 1.706811
PC44 > -0.4799319
PC44 <= 0.5258224
PC69 > 0.2370454
-> class 2\|3 [0.742]
Rule 3/267: (196.8/114.2, lift 3.6)
PC1 > -0.430681
PC1 <= 11.70365
PC2 <= 2.60032
PC3 <= -0.078421
PC16 > -1.941889
PC21 <= 0.5964558
-> class 2\|3 [0.421]
Rule 3/268: (148.4, lift 21.4)
PC1 <= -0.430681
PC2 <= 2.60032
PC11 <= -4.090669
PC22 > -1.056395
-> class 2\|4 [0.993]
Rule 3/269: (148.1/0.4, lift 21.3)
PC1 <= -0.430681
PC8 <= -2.684477
PC46 <= 0.332321
PC69 <= -0.3454055
PC100 > -1.260259
-> class 2\|4 [0.990]
Rule 3/270: (98.2/0.4, lift 21.2)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 <= -1.545447
PC46 <= 0.332321
PC71 > 0.6231174
PC95 <= 0.000589953
-> class 2\|4 [0.986]
Rule 3/271: (170.9/2.7, lift 21.1)
PC1 <= -0.430681
PC8 <= -2.684477
PC16 <= 0.4402856
PC19 > -1.545447
PC22 > -0.7646916
PC46 <= 0.332321
PC62 <= -0.3907135
PC75 <= 0.268474
PC96 <= 0.290455
-> class 2\|4 [0.979]
Rule 3/272: (38.1, lift 21.0)
PC2 <= 2.60032
PC8 <= -0.2448918
PC16 <= 0.4402856
PC22 > 0.9148942
PC43 > -0.118896
PC46 <= 0.332321
PC75 <= 0.268474
PC93 <= 0.4416389
-> class 2\|4 [0.975]
Rule 3/273: (97.2/1.8, lift 21.0)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 > -1.545447
PC46 <= 0.332321
PC75 <= 0.268474
PC85 > 0.7860593
-> class 2\|4 [0.972]
Rule 3/274: (217.5/5.8, lift 20.9)
PC4 <= 0.0297179
PC8 <= -2.684477
PC13 <= 0.3251544
PC19 <= -1.545447
PC22 > -1.938803
PC46 <= 0.332321
PC94 <= 0.8346831
PC95 > 0.000589953
-> class 2\|4 [0.969]
Rule 3/275: (87.4/1.8, lift 20.9)
PC1 <= -0.430681
PC8 <= -2.684477
PC11 > -4.090669
PC19 > -1.545447
PC24 > 0.5524306
PC41 <= -0.671379
PC43 > -0.118896
PC46 <= 0.332321
PC75 <= 0.268474
PC93 <= 0.4416389
PC96 <= 0.290455
-> class 2\|4 [0.969]
Rule 3/276: (69.2/1.8, lift 20.7)
PC1 > -0.430681
PC9 <= -2.751183
PC14 <= 1.576791
PC15 <= -3.116849
PC31 > -0.3329965
PC43 > -0.02553178
-> class 2\|4 [0.961]
Rule 3/277: (21.4/0.9, lift 19.8)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC15 <= -2.162155
PC57 > -0.2006588
PC95 > 0.1109738
-> class 2\|4 [0.919]
Rule 3/278: (11.1/0.4, lift 19.2)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC28 > -0.2259787
PC32 > 1.924789
PC57 <= -0.2006588
-> class 2\|4 [0.890]
Rule 3/279: (18.4/1.3, lift 19.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC10 > -0.2461918
PC18 <= 0.04615716
PC36 <= 0.09391297
PC57 > -0.2006588
PC63 <= 0.06474769
PC70 > 0.2094811
PC89 > -0.7323176
-> class 2\|4 [0.886]
Rule 3/280: (31.8/3.6, lift 18.7)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 <= -0.2448918
PC10 <= -0.2461918
PC15 > -2.162155
PC36 <= 0.09391297
PC63 <= 0.06474769
-> class 2\|4 [0.865]
Rule 3/281: (4.9, lift 18.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC11 > -4.090669
PC55 > 1.596507
PC69 > -0.3454055
PC75 > 0.268474
-> class 2\|4 [0.855]
Rule 3/282: (30.8/4.9, lift 17.7)
PC2 <= 2.60032
PC8 <= -2.684477
PC46 > -0.1830866
PC46 <= 0.332321
PC75 > 0.268474
PC79 <= -0.1123921
-> class 2\|4 [0.821]
Rule 3/283: (305.6/75.5, lift 16.2)
PC1 <= -0.430681
PC8 <= -2.684477
PC44 > 0.8836542
PC88 <= 2.555035
-> class 2\|4 [0.751]
Rule 3/284: (17.6/5.8, lift 14.1)
PC1 <= -0.430681
PC2 <= 2.60032
PC8 > -2.684477
PC8 <= -0.2448918
PC12 <= 5.358043
PC22 > 1.28584
PC27 > -0.7057388
PC57 > -0.2006588
PC63 <= 0.06474769
PC91 <= 1.377683
-> class 2\|4 [0.654]
Rule 3/285: (22.5/9.6, lift 12.2)
PC1 > -0.430681
PC1 <= 9.434016
PC15 > -3.116849
PC16 > -1.941889
PC21 > 0.5964558
PC60 > -0.5242456
PC80 > 0.06850778
-> class 2\|4 [0.567]
Default class: 2\|3
----- Trial 4: -----
Rules:
Rule 4/1: (92.9/1.4, lift 15.7)
PC2 > 2.231518
PC3 > -1.149961
PC3 <= 1.640775
PC9 <= 0.6609493
PC18 > 0.6478552
PC18 <= 2.052136
PC24 > 0.07643459
PC27 > -1.178585
PC52 <= 1.127432
PC67 <= 0.4216114
-> class 0\|0 [0.975]
Rule 4/2: (49.8/1, lift 15.4)
PC4 <= 8.34274
PC13 <= 6.717022
PC15 > -0.3703066
PC18 > 2.052136
PC18 <= 2.694565
PC25 <= 0.8085691
PC31 <= 0.1677662
PC35 <= 0.4428198
PC53 <= -0.3839569
PC67 <= 0.5092735
PC83 > -0.6185338
-> class 0\|0 [0.961]
Rule 4/3: (10.6, lift 14.8)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 2.052136
PC32 > 1.976299
PC42 > -3.974739
-> class 0\|0 [0.921]
Rule 4/4: (14.4/0.3, lift 14.7)
PC5 <= 2.297995
PC13 > 6.717022
PC18 > 0.6478552
PC31 > 0.1783828
PC65 > 1.340178
-> class 0\|0 [0.918]
Rule 4/5: (104.4/11, lift 14.2)
PC4 <= 8.34274
PC12 <= 1.344201
PC17 <= 3.847573
PC18 > 0.6478552
PC24 > 1.43178
PC35 <= 0.4428198
PC55 > -0.4350275
PC55 <= 0.3941867
PC62 <= 0.2248865
-> class 0\|0 [0.887]
Rule 4/6: (15.1/1, lift 14.2)
PC2 > 2.231518
PC3 <= -1.149961
PC5 <= 2.297995
PC13 > -4.293652
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 2.052136
PC23 <= -0.2800649
PC94 > 0.4838837
-> class 0\|0 [0.882]
Rule 4/7: (37.7/4.8, lift 13.7)
PC2 > 2.231518
PC5 <= 2.297995
PC18 > 0.6478552
PC37 <= -0.2538081
PC65 > 1.340178
PC84 <= 0.9254242
-> class 0\|0 [0.855]
Rule 4/8: (43.3/6.2, lift 13.5)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > 0.6478552
PC96 > 2.656743
-> class 0\|0 [0.841]
Rule 4/9: (3.6, lift 13.2)
PC13 > 6.717022
PC13 <= 6.826949
PC65 > 1.340178
-> class 0\|0 [0.822]
Rule 4/10: (26.5/5.2, lift 12.5)
PC18 > -1.015757
PC18 <= 0.6478552
PC30 > 3.793511
-> class 0\|0 [0.781]
Rule 4/11: (13.6/3.1, lift 11.8)
PC2 > 2.231518
PC10 <= -1.226144
PC18 > -1.015757
PC18 <= 0.6478552
PC67 > 0.5365798
-> class 0\|0 [0.735]
Rule 4/12: (1604.5/572.3, lift 10.3)
PC2 > 2.231518
PC5 <= 2.297995
PC13 <= 6.717022
PC18 > 2.052136
-> class 0\|0 [0.643]
Rule 4/13: (232.5/0.3, lift 12.5)
PC3 <= -1.149961
PC5 <= 2.297995
PC13 <= 6.717022
PC18 > 1.108336
PC18 <= 2.052136
PC21 <= 0.4791392
PC32 <= 1.976299
PC42 <= 2.638718
PC94 <= 0.4838837
-> class 0\|1 [0.994]
Rule 4/14: (174.6/0.3, lift 12.4)
PC2 > 2.231518
PC10 <= -1.226144
PC18 > -1.015757
PC18 <= 0.6478552
PC23 > -1.743803
PC30 <= 3.793511
PC55 > -0.06528703
PC60 <= -0.4093583
PC67 <= 0.5365798
-> class 0\|1 [0.992]
Rule 4/15: (82.9, lift 12.4)
PC2 > 2.231518
PC4 <= 8.34274
PC12 > 1.344201
PC13 <= 6.717022
PC18 > 0.6478552
PC25 <= 0.8085691
PC32 <= 0.7004737
-> class 0\|1 [0.988]
Rule 4/16: (67.5, lift 12.3)
PC2 > 2.231518
PC13 <= 6.717022
PC18 > 2.052136
PC35 > 0.4428198
PC42 <= 2.638718
PC49 > -0.7290412
PC71 <= 0.7118299
-> class 0\|1 [0.986]
Rule 4/17: (65, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC12 > -0.9735872
PC18 <= 0.6478552
PC57 > 0.2684259
PC78 > 1.749331
PC79 > -2.303877
-> class 0\|1 [0.985]
Rule 4/18: (80.1/0.3, lift 12.3)
PC2 > 2.231518
PC13 <= 6.717022
PC18 > 2.052136
PC31 <= 0.1677662
PC55 <= -0.4350275
-> class 0\|1 [0.984]
Rule 4/19: (55.5, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.6894831
PC10 > -1.226144
PC18 > -1.015757
PC18 <= 0.6478552
PC40 > 0.1380526
PC88 > -7.778881
-> class 0\|1 [0.983]
Rule 4/20: (138/1.4, lift 12.3)
PC1 <= -0.5139899
PC5 <= 2.297995
PC13 <= 6.717022
PC18 > 2.052136
PC18 <= 2.694565
PC32 <= 0.7004737
PC53 > -0.3839569
PC83 > -0.6185338
-> class 0\|1 [0.983]
Rule 4/21: (73.1/0.3, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > 0.9526109
PC18 > 0.6478552
PC24 <= 1.43178
PC35 <= 0.4428198
PC55 <= 0.3941867
PC61 <= 0.0853081
PC64 > -0.2022231
PC83 > -0.6185338
-> class 0\|1 [0.982]
Rule 4/22: (227.1/4, lift 12.3)
PC3 <= -1.149961
PC5 <= 2.297995
PC13 > -4.293652
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 2.052136
PC21 <= 0.4791392
PC32 > -1.371858
PC32 <= 1.976299
PC42 <= 2.638718
PC79 <= 0.5565708
PC94 <= 0.4838837
-> class 0\|1 [0.978]
Rule 4/23: (43.8, lift 12.3)
PC4 <= 8.34274
PC18 > 2.052136
PC21 <= -0.9512883
PC62 <= 0.2248865
PC71 <= 0.7118299
-> class 0\|1 [0.978]
Rule 4/24: (35.8, lift 12.2)
PC4 <= 8.34274
PC13 <= 6.717022
PC17 <= 3.847573
PC18 > 2.052136
PC32 <= 0.7004737
PC42 <= 2.638718
PC57 <= -1.367647
-> class 0\|1 [0.974]
Rule 4/25: (31.4, lift 12.2)
PC2 > 2.231518
PC5 <= 2.297995
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 2.052136
PC27 <= -1.178585
-> class 0\|1 [0.970]
Rule 4/26: (28.1, lift 12.1)
PC2 > 2.231518
PC3 > -1.149961
PC3 <= 1.640775
PC18 > 0.6478552
PC18 <= 2.052136
PC24 <= 0.07643459
-> class 0\|1 [0.967]
Rule 4/27: (57.3/1, lift 12.1)
PC13 <= 6.717022
PC18 > 2.052136
PC21 <= 0.4791392
PC25 > 0.8085691
PC60 > -1.396197
PC93 > -3.250893
-> class 0\|1 [0.966]
Rule 4/28: (23.5, lift 12.0)
PC5 > 2.297995
PC18 > 0.6478552
PC30 > 4.336929
PC42 > -3.974739
-> class 0\|1 [0.961]
Rule 4/29: (61.8/1.7, lift 12.0)
PC5 <= 2.297995
PC13 > 6.826949
PC18 > 0.6478552
PC31 <= 0.1783828
PC37 > -0.2538081
PC65 > 1.340178
PC84 <= 0.9254242
-> class 0\|1 [0.958]
Rule 4/30: (20.5, lift 12.0)
PC2 > 2.231518
PC5 <= 2.297995
PC17 <= 3.847573
PC18 > 0.6478552
PC33 > 3.523143
PC83 <= -0.6185338
-> class 0\|1 [0.956]
Rule 4/31: (27.7/0.3, lift 12.0)
PC10 <= -1.226144
PC18 > -1.015757
PC18 <= 0.6478552
PC20 > 2.114581
PC67 <= 0.5365798
-> class 0\|1 [0.955]
Rule 4/32: (130.7/5.5, lift 11.9)
PC1 <= -0.5139899
PC2 > 2.231518
PC4 <= 8.34274
PC13 <= 6.717022
PC18 > 0.6478552
PC42 <= 2.638718
PC57 > -1.367647
PC61 > 0.0853081
PC62 <= 0.2248865
-> class 0\|1 [0.951]
Rule 4/33: (285.7/16.4, lift 11.8)
PC2 > 2.231518
PC3 <= 1.640775
PC6 <= 0.2633233
PC10 <= -1.226144
PC13 <= 1.643236
PC18 > -1.015757
PC18 <= 0.6478552
PC21 > -0.9317714
PC23 > -1.743803
PC30 <= 3.793511
PC47 <= 0.6875997
PC55 > -0.06528703
PC67 <= 0.5365798
PC76 <= 1.039522
PC89 > -0.2596491
PC97 > -0.2990219
-> class 0\|1 [0.939]
Rule 4/34: (13.6, lift 11.7)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= 0.6478552
PC94 > 1.080399
PC96 <= 1.314664
-> class 0\|1 [0.936]
Rule 4/35: (13.3, lift 11.7)
PC2 > 2.231518
PC6 > 0.1386611
PC6 <= 0.2633233
PC10 <= -1.226144
PC13 <= 1.643236
PC18 > -1.015757
PC18 <= 0.6478552
-> class 0\|1 [0.935]
Rule 4/36: (26.7/1, lift 11.6)
PC2 > 2.231518
PC7 <= -1.021488
PC18 > 2.694565
PC32 <= 0.7004737
PC42 <= 2.638718
-> class 0\|1 [0.930]
Rule 4/37: (22/0.7, lift 11.6)
PC4 <= 8.34274
PC5 <= 2.297995
PC7 > -1.021488
PC13 <= 6.717022
PC18 > 2.694565
PC32 <= 0.7004737
PC55 > 0.3941867
PC71 <= 0.7118299
PC83 > -0.6185338
-> class 0\|1 [0.930]
Rule 4/38: (10.7, lift 11.5)
PC2 > 2.231518
PC9 > 0.6609493
PC18 > 0.6478552
PC18 <= 2.052136
-> class 0\|1 [0.921]
Rule 4/39: (65.9/4.5, lift 11.5)
PC4 > 8.34274
PC5 <= 2.297995
PC18 > 0.6478552
-> class 0\|1 [0.919]
Rule 4/40: (205/16.3, lift 11.5)
PC3 <= -1.149961
PC5 <= 2.297995
PC13 > -4.293652
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 2.052136
PC21 <= 0.4791392
PC23 > -0.2800649
PC32 > -1.371858
PC32 <= 1.976299
-> class 0\|1 [0.917]
Rule 4/41: (9.5, lift 11.4)
PC2 > 2.231518
PC3 > -1.149961
PC18 > 0.6478552
PC18 <= 2.052136
PC52 > 1.127432
-> class 0\|1 [0.913]
Rule 4/42: (8.5, lift 11.3)
PC5 > 2.297995
PC10 <= -0.821452
PC18 > 0.6478552
-> class 0\|1 [0.904]
Rule 4/43: (11.6/0.3, lift 11.3)
PC2 > 2.231518
PC3 > -1.149961
PC18 > 0.6478552
PC18 <= 2.052136
PC67 > 0.4216114
-> class 0\|1 [0.901]
Rule 4/44: (57.8/5.1, lift 11.2)
PC5 <= 2.297995
PC13 <= 6.717022
PC17 <= 3.847573
PC18 > 2.052136
PC21 <= 0.4791392
PC31 > 0.1677662
PC71 <= 0.7118299
PC83 > -0.6185338
-> class 0\|1 [0.898]
Rule 4/45: (7.6, lift 11.2)
PC5 <= 2.297995
PC13 > 6.717022
PC42 > -3.974739
PC96 > 1.294732
-> class 0\|1 [0.896]
Rule 4/46: (135.9/14.4, lift 11.1)
PC1 <= -0.5139899
PC2 > 2.231518
PC4 <= 8.34274
PC13 <= 6.717022
PC18 > 0.6478552
PC32 <= 0.7004737
PC42 <= 2.638718
PC62 <= 0.2248865
PC64 <= -0.2022231
PC71 <= 0.7118299
PC83 > -0.6185338
-> class 0\|1 [0.889]
Rule 4/47: (5.5, lift 10.9)
PC7 <= -0.7458541
PC18 <= -1.015757
PC44 > 1.971034
PC78 <= 1.749331
PC96 <= 1.314664
-> class 0\|1 [0.867]
Rule 4/48: (89.6/11.5, lift 10.8)
PC1 <= -0.5139899
PC5 > -0.7533382
PC5 <= 2.297995
PC18 > 2.052136
PC32 <= 0.7004737
PC35 <= 0.4428198
PC59 > -0.1885396
PC62 <= 0.2248865
PC77 <= -0.02019867
PC83 > -0.6185338
-> class 0\|1 [0.864]
Rule 4/49: (35.7/8.6, lift 9.3)
PC1 <= -0.5139899
PC2 > 2.231518
PC5 <= -0.7533382
PC7 > -1.021488
PC18 > 0.6478552
PC71 <= 0.7118299
-> class 0\|1 [0.745]
Rule 4/50: (58.4, lift 9.6)
PC3 <= 1.640775
PC9 <= 0.5237662
PC16 > -0.3373514
PC18 <= -1.015757
PC30 > -3.287082
PC41 > 0.2012752
PC42 > -0.9838594
PC61 > -0.3682593
PC71 > -0.4756557
-> class 0\|2 [0.983]
Rule 4/51: (53.6, lift 9.6)
PC7 > -0.7458541
PC10 <= -2.28479
PC18 <= -1.015757
PC70 <= 1.162519
PC75 <= -0.2893778
PC83 <= 1.849678
PC89 > -1.158267
-> class 0\|2 [0.982]
Rule 4/52: (53.7, lift 9.6)
PC9 <= 0.5571359
PC10 <= -2.28479
PC16 > -0.3373514
PC17 <= -0.7931207
PC30 > -1.46451
PC61 > -0.3682593
PC78 <= 1.749331
PC99 <= -0.2168633
-> class 0\|2 [0.982]
Rule 4/53: (52.8, lift 9.6)
PC4 > 9.315482
PC7 > -0.7458541
PC18 <= -1.015757
PC98 > -2.001637
-> class 0\|2 [0.982]
Rule 4/54: (46.2, lift 9.5)
PC4 <= -5.58754
PC11 <= -0.004094944
PC18 <= 0.6478552
PC42 > -0.9838594
PC74 > -0.8125318
PC88 <= 0.03757021
PC98 > -2.001637
-> class 0\|2 [0.979]
Rule 4/55: (89.1/1, lift 9.5)
PC9 <= 0.5571359
PC12 > -0.6750504
PC18 <= -1.015757
PC32 > -1.10725
PC38 > -2.00055
PC39 > -1.561772
PC61 <= -0.3682593
PC83 <= 1.849678
PC89 > -1.158267
PC96 > -0.7333479
PC96 <= -0.1064193
PC97 <= 0.4390439
-> class 0\|2 [0.978]
Rule 4/56: (34.3, lift 9.5)
PC2 > 8.098202
PC12 > -0.6750504
PC16 > -0.3373514
PC28 > -1.327588
PC32 > -1.10725
PC39 > -1.561772
PC61 > -0.3682593
-> class 0\|2 [0.972]
Rule 4/57: (43.8/0.3, lift 9.5)
PC2 > 2.231518
PC3 <= 1.640775
PC16 > -0.5689859
PC18 <= 0.6478552
PC32 > 2.270931
PC42 > -0.9838594
PC66 > -4.692316
-> class 0\|2 [0.971]
Rule 4/58: (75.7/1.4, lift 9.4)
PC7 <= 0.4319536
PC10 <= -2.28479
PC18 <= -1.015757
PC30 > -1.46451
PC78 <= 1.749331
PC81 <= 0.03965403
PC87 > -0.1069828
PC99 > -0.2168633
-> class 0\|2 [0.970]
Rule 4/59: (51.9/0.7, lift 9.4)
PC4 > -7.664239
PC10 <= -2.28479
PC16 > -0.3373514
PC18 <= -1.015757
PC42 > -0.9838594
PC57 > -0.5243457
PC61 > 0.2620896
-> class 0\|2 [0.969]
Rule 4/60: (27.8, lift 9.4)
PC10 <= -2.28479
PC17 > -0.7931207
PC18 <= -1.015757
PC57 > -0.5243457
-> class 0\|2 [0.966]
Rule 4/61: (161.3/4.8, lift 9.4)
PC3 <= 1.640775
PC7 > -0.7458541
PC9 <= 0.5571359
PC18 <= -1.015757
PC32 <= -1.10725
PC39 > -1.561772
PC87 > -0.5638671
PC88 > -2.590466
PC89 > -1.158267
PC96 > -0.6344218
PC98 > -2.001637
-> class 0\|2 [0.965]
Rule 4/62: (29/0.3, lift 9.3)
PC4 > -7.664239
PC4 <= -6.572582
PC18 <= 0.6478552
PC83 <= 1.849678
PC90 <= -0.941981
-> class 0\|2 [0.957]
Rule 4/63: (19.9, lift 9.3)
PC11 <= -0.004094944
PC12 > -0.6750504
PC18 <= -1.015757
PC32 > -1.10725
PC42 > -0.9838594
PC57 > -1.309196
PC57 <= 1.486717
PC74 > -0.8125318
PC88 > 0.03757021
PC96 <= -0.272664
PC98 > -2.001637
-> class 0\|2 [0.954]
Rule 4/64: (104.8/4, lift 9.3)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7458541
PC9 > 0.5571359
PC18 <= -1.015757
PC50 <= 0.444156
PC92 <= 1.22431
-> class 0\|2 [0.954]
Rule 4/65: (25.1/0.3, lift 9.3)
PC7 > -0.7458541
PC7 <= 0.4319536
PC9 <= 0.5237662
PC10 <= -3.622605
PC18 <= -1.015757
PC42 > -0.9838594
PC78 <= 1.749331
-> class 0\|2 [0.951]
Rule 4/66: (53/1.7, lift 9.3)
PC3 <= 1.640775
PC18 <= -1.015757
PC39 > -1.561772
PC53 > -3.282235
PC66 > -4.692316
PC78 <= 1.749331
PC83 > 1.849678
PC86 > -1.535947
-> class 0\|2 [0.951]
Rule 4/67: (23/0.7, lift 9.1)
PC12 > -0.6750504
PC18 <= -1.015757
PC57 > -1.309196
PC57 <= 1.486717
PC61 > -0.3682593
PC79 > 2.061678
PC89 > -1.158267
-> class 0\|2 [0.933]
Rule 4/68: (90.9/5.3, lift 9.1)
PC3 <= 1.640775
PC10 > -2.28479
PC11 <= -0.004094944
PC16 > -0.3373514
PC18 <= -1.015757
PC42 > -0.9838594
PC57 > -1.309196
PC61 > -0.3682593
PC64 <= 1.101628
PC83 <= 1.849678
PC96 > -0.272664
PC98 > -2.001637
-> class 0\|2 [0.932]
Rule 4/69: (16.8/0.3, lift 9.0)
PC2 > 2.231518
PC3 <= -1.149961
PC13 <= 6.717022
PC18 > 0.6478552
PC18 <= 1.108336
PC42 > -3.974739
PC79 > 0.5565708
PC94 <= 0.4838837
-> class 0\|2 [0.929]
Rule 4/70: (68.5/4.4, lift 9.0)
PC3 <= 1.640775
PC12 > -0.6750504
PC18 <= -1.015757
PC28 <= -1.327588
PC32 > -1.10725
PC46 <= 0.00863261
PC57 <= 1.486717
PC61 > -0.3682593
PC61 <= 0.6735228
PC89 > -1.158267
PC98 > -2.001637
-> class 0\|2 [0.923]
Rule 4/71: (46.6/3.4, lift 8.9)
PC2 > 2.231518
PC3 <= 1.640775
PC39 > -1.561772
PC56 <= -6.408858
PC78 <= 1.749331
PC98 > -2.001637
-> class 0\|2 [0.909]
Rule 4/72: (43.1/3.5, lift 8.8)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -2.28479
PC12 > -0.6750504
PC16 > -0.3373514
PC30 > -3.287082
PC43 <= 1.603265
PC57 > -1.309196
PC61 > -0.3682593
PC64 > 1.101628
PC83 <= 1.849678
PC89 > -1.158267
-> class 0\|2 [0.901]
Rule 4/73: (48.2/4.1, lift 8.7)
PC3 <= 1.640775
PC16 > -0.3373514
PC18 <= -1.015757
PC39 > -1.561772
PC57 > 1.486717
PC61 > -0.3682593
PC66 > -4.692316
PC78 <= 1.749331
PC89 > -1.158267
-> class 0\|2 [0.897]
Rule 4/74: (110/11, lift 8.7)
PC4 <= -7.664239
PC7 > -0.7458541
PC18 <= -1.015757
PC43 <= 0.3290616
-> class 0\|2 [0.893]
Rule 4/75: (64.6/6.3, lift 8.7)
PC2 > 2.231518
PC18 <= -1.015757
PC28 > -1.327588
PC35 > 0.5716601
PC57 > -1.309196
PC57 <= 1.486717
PC98 > -2.001637
-> class 0\|2 [0.890]
Rule 4/76: (24.5/2, lift 8.6)
PC7 > -0.7458541
PC18 <= 0.6478552
PC39 > -1.561772
PC66 <= -4.692316
PC78 <= 1.749331
-> class 0\|2 [0.885]
Rule 4/77: (114.1/15.8, lift 8.3)
PC3 <= 1.640775
PC12 > -0.6750504
PC28 > -1.327588
PC30 <= -3.287082
PC57 > -1.309196
PC61 > -0.3682593
PC89 > -1.158267
-> class 0\|2 [0.856]
Rule 4/78: (109.4/15.3, lift 8.3)
PC4 <= -6.572582
PC10 > -2.28479
PC16 > -0.3373514
PC83 > 0.2075875
PC87 > 0.06182541
-> class 0\|2 [0.854]
Rule 4/79: (47/7.4, lift 8.1)
PC3 <= 1.640775
PC5 > 1.795324
PC12 > -0.6750504
PC16 > -0.3373514
PC18 <= -1.015757
PC30 > -3.287082
PC32 > -1.10725
PC42 > -0.9838594
PC57 > -1.309196
PC57 <= 1.486717
PC83 <= 1.849678
-> class 0\|2 [0.828]
Rule 4/80: (11.6/1.4, lift 8.0)
PC2 > 2.231518
PC4 <= 7.164011
PC7 > -0.6894831
PC8 > 0.05960579
PC18 > -1.015757
PC18 <= 0.6478552
PC85 <= -0.56347
-> class 0\|2 [0.826]
Rule 4/81: (12.3/1.7, lift 7.9)
PC3 <= 1.640775
PC16 > -0.3373514
PC18 <= -1.015757
PC28 > -1.327588
PC30 > -3.287082
PC57 > -1.309196
PC61 > -0.3682593
PC70 > 1.162519
PC78 <= 1.749331
PC89 > -1.158267
-> class 0\|2 [0.811]
Rule 4/82: (118.4/23.3, lift 7.8)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -7.664239
PC18 <= -1.015757
PC30 > -3.287082
PC32 > -1.10725
PC39 > -1.561772
PC42 > -0.9838594
PC61 > -0.3682593
PC74 <= -0.8125318
PC78 <= 1.749331
PC83 <= 1.849678
PC89 > -1.158267
PC98 > -2.001637
-> class 0\|2 [0.798]
Rule 4/83: (6767.7/4720.6, lift 2.9)
PC2 > 2.231518
PC3 <= 1.640775
-> class 0\|2 [0.303]
Rule 4/84: (8195.6/6148.6, lift 2.4)
PC2 > 2.231518
-> class 0\|2 [0.250]
Rule 4/85: (79.9, lift 10.3)
PC4 > -7.664239
PC4 <= 9.315482
PC16 > -0.3373514
PC18 <= -1.015757
PC28 > -1.327588
PC33 <= 4.897779
PC42 <= -0.9838594
PC57 <= 1.486717
PC61 > -0.3682593
PC79 <= 2.061678
-> class 0\|3 [0.988]
Rule 4/86: (59.5, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -7.664239
PC4 <= 9.315482
PC7 > -0.7458541
PC10 > -2.28479
PC11 > -0.004094944
PC18 <= -1.015757
PC32 > -1.10725
PC43 <= 1.603265
PC57 <= 1.486717
PC61 > -0.3682593
PC83 > 0.2075875
PC87 <= 0.06182541
PC89 > -1.158267
-> class 0\|3 [0.984]
Rule 4/87: (146.1/1.4, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 7.164011
PC7 > -0.6894831
PC8 <= 0.05960579
PC18 > -1.015757
PC18 <= 0.6478552
PC69 > -2.290082
PC85 <= -0.56347
PC89 <= 1.340255
-> class 0\|3 [0.984]
Rule 4/88: (55, lift 10.3)
PC2 > 2.231518
PC4 <= 7.164011
PC7 > -0.6894831
PC10 > -1.226144
PC16 <= 0.7294956
PC18 <= 0.6478552
PC92 <= -1.52676
-> class 0\|3 [0.982]
Rule 4/89: (52/0.3, lift 10.2)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.6894831
PC10 > -1.226144
PC16 > 0.7294956
PC18 > -1.015757
PC18 <= 0.6478552
PC79 <= 1.226561
PC85 > -0.56347
-> class 0\|3 [0.975]
Rule 4/90: (52.4/0.3, lift 10.2)
PC2 > 2.231518
PC18 > 0.6478552
PC42 <= -3.974739
-> class 0\|3 [0.975]
Rule 4/91: (24.6, lift 10.1)
PC3 <= 1.640775
PC15 <= -0.2495917
PC18 <= -1.015757
PC57 <= 0.2684259
PC78 > 1.749331
-> class 0\|3 [0.962]
Rule 4/92: (23, lift 10.0)
PC2 > 2.231518
PC18 > 0.6478552
PC84 <= -2.878953
-> class 0\|3 [0.960]
Rule 4/93: (25.7/0.3, lift 10.0)
PC2 > 2.231518
PC9 > 0.5571359
PC18 <= -1.015757
PC50 > 0.444156
PC78 <= 1.749331
-> class 0\|3 [0.952]
Rule 4/94: (21/0.3, lift 9.9)
PC2 > 2.231518
PC12 <= -0.9735872
PC18 <= 0.6478552
PC78 > 1.749331
PC79 > -2.303877
-> class 0\|3 [0.942]
Rule 4/95: (15, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.6894831
PC18 <= 0.6478552
PC40 <= 0.1380526
PC89 <= -0.6137685
-> class 0\|3 [0.941]
Rule 4/96: (60.3/2.7, lift 9.8)
PC13 > 6.717022
PC16 > -0.5664835
PC18 > 0.6478552
PC27 > 0.3886381
-> class 0\|3 [0.940]
Rule 4/97: (67.6/3.8, lift 9.7)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 7.164011
PC7 > -0.6894831
PC10 > -1.226144
PC16 <= 0.7294956
PC18 > -1.015757
PC18 <= 0.6478552
PC68 <= -0.5067189
-> class 0\|3 [0.931]
Rule 4/98: (10, lift 9.6)
PC2 > 2.231518
PC7 <= -0.6894831
PC88 <= -7.778881
-> class 0\|3 [0.917]
Rule 4/99: (62.1/4.5, lift 9.6)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= -1.015757
PC32 <= -1.10725
PC83 <= 1.849678
PC89 > -1.158267
PC96 <= -0.6344218
-> class 0\|3 [0.914]
Rule 4/100: (16.6/0.7, lift 9.5)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -1.015757
PC33 <= -1.389535
-> class 0\|3 [0.910]
Rule 4/101: (7.3, lift 9.3)
PC7 <= -0.7458541
PC18 <= -1.015757
PC78 > 1.503338
PC78 <= 1.749331
-> class 0\|3 [0.893]
Rule 4/102: (21.8/2, lift 9.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= -1.015757
PC22 > 1.937329
PC78 <= 1.749331
PC94 <= 1.080399
PC96 <= 1.314664
-> class 0\|3 [0.872]
Rule 4/103: (25/2.7, lift 9.0)
PC18 <= -1.015757
PC38 > 0.8535601
PC57 <= 0.2684259
PC78 > 1.749331
-> class 0\|3 [0.862]
Rule 4/104: (2509.4/1051, lift 6.1)
PC3 <= 1.640775
PC7 > -0.7458541
PC16 > -0.5689859
PC18 <= -1.015757
PC33 <= 4.897779
PC78 <= 1.749331
-> class 0\|3 [0.581]
Rule 4/105: (519.8/6.3, lift 20.5)
PC1 > -0.2205359
PC3 <= 0.6345929
PC6 <= 5.393637
PC9 > 0.3598154
PC62 <= 0.8420492
PC70 <= 0.308062
PC98 <= 0.3294852
-> class 1\|0 [0.986]
Rule 4/106: (61.6, lift 20.5)
PC3 > 1.640775
PC26 <= 0.07205261
PC37 > 0.2996668
PC50 > -0.2189273
PC70 > 0.6546383
PC77 <= 0.6599571
PC83 <= 0.378292
-> class 1\|0 [0.984]
Rule 4/107: (49.4, lift 20.4)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.9959877
PC26 <= -0.891396
PC33 > -0.5413352
PC47 > -0.295758
-> class 1\|0 [0.981]
Rule 4/108: (42.2/0.7, lift 20.0)
PC2 > 2.231518
PC3 > 1.640775
PC12 <= -0.07885167
PC46 > 0.9321272
PC65 > -0.2818728
PC94 <= 0.1347898
-> class 1\|0 [0.962]
Rule 4/109: (67/2.8, lift 19.6)
PC3 <= 0.7768359
PC6 > 5.486373
PC10 <= 0.9677527
PC14 <= -1.890855
-> class 1\|0 [0.945]
Rule 4/110: (133.9/7.2, lift 19.5)
PC3 > 1.640775
PC8 > -3.618652
PC15 > 1.021379
PC26 <= 0.07205261
PC30 > -0.8608859
PC31 <= 0.21817
PC33 > -0.5413352
PC47 > -0.295758
PC51 > 0.07648648
PC66 > -0.4959794
PC77 <= 0.6599571
PC94 <= 0.1347898
-> class 1\|0 [0.940]
Rule 4/111: (90.6/4.6, lift 19.5)
PC1 > -0.430681
PC9 > 0.3598154
PC19 > 2.898044
-> class 1\|0 [0.939]
Rule 4/112: (13.8, lift 19.5)
PC1 > -0.430681
PC2 <= 2.231518
PC25 > 0.6327937
PC51 <= 0.1499913
-> class 1\|0 [0.937]
Rule 4/113: (55.1/3.8, lift 19.0)
PC1 > -0.430681
PC9 > 0.3598154
PC13 <= -0.07400379
PC16 <= 0.3594292
PC51 <= 0.1499913
PC65 > 0.6288375
-> class 1\|0 [0.916]
Rule 4/114: (7.2, lift 18.5)
PC2 > 2.231518
PC3 > 1.640775
PC14 <= -1.253898
PC94 <= 0.1347898
-> class 1\|0 [0.892]
Rule 4/115: (22/2.4, lift 17.8)
PC3 > 0.7768359
PC9 > 0.3598154
PC16 <= 0.3594292
PC26 <= -0.6537028
PC51 <= 0.1499913
PC65 <= 0.6288375
-> class 1\|0 [0.859]
Rule 4/116: (92.1/0.3, lift 17.4)
PC2 > 2.231518
PC8 <= -3.618652
PC16 <= 0.9959877
PC50 > -0.2189273
-> class 1\|1 [0.986]
Rule 4/117: (154.2/2.4, lift 17.2)
PC3 > 0.7768359
PC9 > 0.3598154
PC13 <= -0.07400379
PC16 <= 0.3594292
PC26 > -0.6537028
PC51 <= 0.1499913
PC65 <= 0.6288375
PC81 <= 1.281453
PC90 <= 0.6714778
PC92 <= 0.2050543
-> class 1\|1 [0.978]
Rule 4/118: (20.2, lift 16.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.9303704
PC50 <= -0.2189273
-> class 1\|1 [0.955]
Rule 4/119: (17.2, lift 16.7)
PC1 > -0.430681
PC3 <= 0.5240355
PC8 > -0.1416677
PC9 <= 0.3598154
PC55 <= -1.377527
-> class 1\|1 [0.948]
Rule 4/120: (21.5/0.3, lift 16.6)
PC1 > -0.430681
PC2 <= 2.231518
PC3 <= 0.7768359
PC9 > 0.3598154
PC51 <= 1.23125
PC70 > 0.308062
-> class 1\|1 [0.943]
Rule 4/121: (38.1/1.7, lift 16.4)
PC2 <= 2.231518
PC3 > 0.8576757
PC18 > 0.2037355
PC19 > -1.326658
PC38 <= 0.1343445
PC65 <= 0.5363496
-> class 1\|1 [0.933]
Rule 4/122: (18.5/0.7, lift 16.2)
PC1 > -0.430681
PC3 <= 0.7768359
PC10 > 0.9677527
PC14 <= -1.890855
-> class 1\|1 [0.918]
Rule 4/123: (12.9/0.3, lift 16.0)
PC2 <= 2.231518
PC3 > 0.5240355
PC9 <= 0.3598154
PC84 > 0.9663338
-> class 1\|1 [0.910]
Rule 4/124: (24.1/1.4, lift 16.0)
PC1 > -0.430681
PC2 <= 2.231518
PC3 <= 0.7768359
PC6 <= 5.393637
PC9 > 0.3598154
PC98 > 0.3294852
-> class 1\|1 [0.909]
Rule 4/125: (43.9/3.8, lift 15.8)
PC1 > -0.430681
PC2 <= 2.231518
PC3 > 0.5240355
PC3 <= 0.8576757
PC9 <= 0.3598154
PC19 > -1.326658
PC38 <= 0.1343445
PC65 <= 0.5363496
-> class 1\|1 [0.895]
Rule 4/126: (29.7/2.4, lift 15.7)
PC1 > -0.430681
PC2 <= 2.231518
PC6 <= -2.397426
PC8 <= -0.1416677
PC19 <= -1.152695
PC71 > -1.003351
-> class 1\|1 [0.893]
Rule 4/127: (27.5/2.4, lift 15.6)
PC1 > -0.430681
PC12 > 2.986485
PC16 > 0.3594292
PC19 <= 2.898044
-> class 1\|1 [0.883]
Rule 4/128: (97.6/11, lift 15.5)
PC1 > -0.430681
PC3 <= 0.7768359
PC6 > 5.393637
PC9 > 0.3598154
PC14 > -1.890855
PC51 <= 1.23125
-> class 1\|1 [0.880]
Rule 4/129: (12.5/1, lift 15.2)
PC2 <= 2.231518
PC3 > 0.7768359
PC9 > 0.3598154
PC16 > 0.3594292
PC51 <= -0.5538357
PC58 > -0.227304
-> class 1\|1 [0.860]
Rule 4/130: (4.1, lift 14.7)
PC3 > 9.230502
PC16 > 0.9959877
PC25 > 0.5164674
-> class 1\|1 [0.836]
Rule 4/131: (7.6/0.7, lift 14.5)
PC3 <= 0.7768359
PC6 > 5.393637
PC6 <= 5.486373
PC14 <= -1.890855
-> class 1\|1 [0.825]
Rule 4/132: (26.1/4.3, lift 14.3)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.9959877
PC50 <= -0.2189273
PC82 > 0.2876726
-> class 1\|1 [0.812]
Rule 4/133: (37.4/7.9, lift 13.6)
PC1 > 11.27169
PC3 <= 0.5240355
PC9 <= 0.3598154
PC19 > -1.152695
-> class 1\|1 [0.773]
Rule 4/134: (80.3/24.5, lift 12.2)
PC2 <= 2.231518
PC3 > 0.6345929
PC3 <= 0.7768359
PC6 <= 5.393637
PC51 <= 1.23125
-> class 1\|1 [0.691]
Rule 4/135: (11.3/5.6, lift 8.9)
PC1 > -0.430681
PC1 <= -0.2205359
PC2 <= 2.231518
PC9 > 0.3598154
-> class 1\|1 [0.504]
Rule 4/136: (1428/833.2, lift 7.3)
PC2 > 2.231518
PC3 > 1.640775
-> class 1\|1 [0.417]
Rule 4/137: (67.2/47.8, lift 5.2)
PC1 > -0.430681
PC9 > 0.3598154
PC62 > 0.8420492
-> class 1\|1 [0.294]
Rule 4/138: (116.2, lift 16.5)
PC2 <= 2.231518
PC3 > 0.7768359
PC8 > 2.325726
PC12 <= 2.986485
PC16 > 0.3594292
PC65 <= 0.4924395
-> class 1\|2 [0.992]
Rule 4/139: (159.2/0.3, lift 16.5)
PC3 > 9.230502
PC16 > 0.9959877
PC25 <= 0.5164674
-> class 1\|2 [0.992]
Rule 4/140: (108.6, lift 16.5)
PC3 > 0.5240355
PC7 > 1.535702
PC19 <= -1.326658
-> class 1\|2 [0.991]
Rule 4/141: (76.6, lift 16.4)
PC3 > 1.640775
PC6 <= -1.53543
PC16 > -0.9303704
PC16 <= 0.9959877
PC50 <= -0.2189273
PC82 <= 0.2876726
-> class 1\|2 [0.987]
Rule 4/142: (58.8, lift 16.4)
PC3 > 0.5240355
PC19 <= -1.326658
PC47 <= -1.103278
PC99 > -0.8137287
-> class 1\|2 [0.984]
Rule 4/143: (59.4, lift 16.4)
PC1 > -0.430681
PC19 <= -1.326658
PC45 > -0.4046576
PC67 > 0.2841622
-> class 1\|2 [0.984]
Rule 4/144: (52.2, lift 16.4)
PC1 > -0.430681
PC3 <= 0.5240355
PC6 > -2.397426
PC9 <= 0.3598154
PC19 <= -1.152695
PC68 > 0.4801002
-> class 1\|2 [0.982]
Rule 4/145: (48.3, lift 16.3)
PC1 > 8.76875
PC3 <= 0.5240355
PC6 > -2.397426
PC8 <= -0.1416677
PC19 <= -1.152695
-> class 1\|2 [0.980]
Rule 4/146: (65.8/0.7, lift 16.2)
PC1 > -0.430681
PC19 <= -1.326658
PC21 <= -1.71727
-> class 1\|2 [0.975]
Rule 4/147: (31.8, lift 16.2)
PC2 <= 2.231518
PC3 > 0.7768359
PC9 > 0.3598154
PC16 > 0.3594292
PC45 <= -0.1787286
PC46 > 0.7675633
PC65 <= 0.4924395
PC100 > -0.004760643
-> class 1\|2 [0.970]
Rule 4/148: (30.5, lift 16.1)
PC3 > 0.7768359
PC9 > 0.3598154
PC16 > 0.3594292
PC45 <= -0.1787286
PC63 <= 0.2485727
PC65 <= 0.4924395
PC100 > -0.004760643
-> class 1\|2 [0.969]
Rule 4/149: (152/4, lift 16.1)
PC2 <= 2.231518
PC3 > 0.7768359
PC9 > 0.3598154
PC12 <= 2.092504
PC16 > 0.3594292
PC45 > -0.1787286
PC54 <= 1.381205
PC63 > 0.1046904
PC65 <= 0.4924395
PC100 > -0.004760643
-> class 1\|2 [0.968]
Rule 4/150: (28.1, lift 16.1)
PC2 <= 2.231518
PC3 > 0.5240355
PC8 > 1.443925
PC9 <= 0.3598154
PC84 <= 0.9663338
-> class 1\|2 [0.967]
Rule 4/151: (37.7/0.3, lift 16.1)
PC2 > 2.231518
PC3 > 1.640775
PC22 <= -2.137337
PC50 > -0.2189273
PC72 > -1.307414
-> class 1\|2 [0.966]
Rule 4/152: (66.1/1.4, lift 16.1)
PC3 > 0.7768359
PC9 > 0.3598154
PC13 <= -0.07400379
PC90 > 0.6714778
-> class 1\|2 [0.965]
Rule 4/153: (96.5/2.4, lift 16.1)
PC2 <= 2.231518
PC3 > 0.7768359
PC9 > 0.3598154
PC12 <= 2.986485
PC16 > 0.3594292
PC51 > -0.5538357
PC58 > -0.227304
-> class 1\|2 [0.965]
Rule 4/154: (24.3, lift 16.0)
PC1 > -0.430681
PC3 <= 0.7768359
PC51 > 1.23125
-> class 1\|2 [0.962]
Rule 4/155: (42.1/0.7, lift 16.0)
PC2 <= 2.231518
PC3 > 0.7768359
PC16 <= 0.3594292
PC19 <= 2.898044
PC25 <= 0.6327937
PC26 > -0.6537028
PC51 <= 0.1499913
PC65 <= 0.6288375
PC92 > 0.2050543
-> class 1\|2 [0.962]
Rule 4/156: (38.9/0.7, lift 16.0)
PC3 > 0.7768359
PC9 > 0.3598154
PC13 <= -0.07400379
PC16 <= 0.3594292
PC51 > 0.1499913
-> class 1\|2 [0.959]
Rule 4/157: (68.6/2.4, lift 15.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 > 0.9959877
PC21 <= 0.1765536
PC82 <= -0.430374
-> class 1\|2 [0.952]
Rule 4/158: (19, lift 15.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 > 0.9959877
PC74 <= -1.942143
-> class 1\|2 [0.952]
Rule 4/159: (47.4/1.7, lift 15.7)
PC3 > 0.5240355
PC9 <= 0.3598154
PC19 <= -1.326658
PC45 <= -0.4046576
-> class 1\|2 [0.945]
Rule 4/160: (77.7/3.5, lift 15.7)
PC2 <= 2.231518
PC3 > 0.8576757
PC9 <= 0.3598154
PC18 <= 0.2037355
PC19 > -1.326658
PC38 <= 0.1343445
PC65 <= 0.5363496
-> class 1\|2 [0.944]
Rule 4/161: (15.6, lift 15.7)
PC2 <= 2.231518
PC3 > 0.7768359
PC16 <= 0.3594292
PC65 <= 0.6288375
PC81 > 1.281453
-> class 1\|2 [0.943]
Rule 4/162: (15, lift 15.7)
PC2 > 2.231518
PC8 <= 2.483391
PC16 > 0.9959877
PC19 > 0.8386177
-> class 1\|2 [0.941]
Rule 4/163: (20.2/0.3, lift 15.7)
PC1 > -0.430681
PC2 <= 2.231518
PC8 > -0.1416677
PC9 <= 0.3598154
PC43 <= -1.224874
-> class 1\|2 [0.940]
Rule 4/164: (13.6, lift 15.6)
PC1 > -0.430681
PC9 > 0.3598154
PC65 <= 0.4924395
PC78 <= -1.319817
-> class 1\|2 [0.936]
Rule 4/165: (18.5/1, lift 15.0)
PC2 > 2.231518
PC3 > 1.640775
PC50 > -0.2189273
PC72 <= -1.307414
-> class 1\|2 [0.902]
Rule 4/166: (130.6/14.3, lift 14.7)
PC1 > -0.430681
PC3 > 0.5240355
PC8 <= 1.443925
PC19 <= -1.326658
PC68 > 0.4331318
-> class 1\|2 [0.885]
Rule 4/167: (14.6/1, lift 14.6)
PC1 > -0.430681
PC9 > 0.3598154
PC12 <= 2.986485
PC16 > 0.3594292
PC45 <= -0.1787286
PC100 > -0.004760643
PC100 <= 0.08349315
-> class 1\|2 [0.878]
Rule 4/168: (115.5/14.1, lift 14.5)
PC2 > 2.231518
PC3 > 1.640775
PC8 <= 2.483391
PC16 > 0.9959877
PC43 > 0.5184354
-> class 1\|2 [0.872]
Rule 4/169: (86.4/18.6, lift 13.0)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.9959877
PC83 <= -0.4240223
PC94 > 0.1347898
-> class 1\|2 [0.778]
Rule 4/170: (104.4, lift 17.6)
PC3 > 0.7768359
PC8 <= 2.325726
PC9 > 0.3598154
PC16 > 0.3594292
PC58 <= -0.227304
PC78 > -1.319817
PC100 <= -0.004760643
-> class 1\|3 [0.991]
Rule 4/171: (73.1/0.3, lift 17.5)
PC3 > 0.7768359
PC8 <= 2.325726
PC16 > 0.3594292
PC45 <= -0.1787286
PC46 <= 0.7675633
PC58 <= -0.227304
PC63 > 0.2485727
PC100 > 0.08349315
-> class 1\|3 [0.982]
Rule 4/172: (90.3/1, lift 17.4)
PC3 > 0.5240355
PC7 <= 1.535702
PC9 <= 0.3598154
PC19 <= -1.326658
PC45 > -0.4046576
PC84 <= 0.9663338
PC99 <= -0.8137287
-> class 1\|3 [0.978]
Rule 4/173: (81/1.4, lift 17.3)
PC3 > 0.7768359
PC9 > 0.3598154
PC16 > 0.3594292
PC65 > 0.4924395
-> class 1\|3 [0.972]
Rule 4/174: (63.1/1.4, lift 17.1)
PC1 > -0.430681
PC1 <= 8.76875
PC3 <= 0.5240355
PC8 <= -0.1416677
PC19 <= -1.152695
PC68 <= 0.4801002
-> class 1\|3 [0.964]
Rule 4/175: (51.6/1.4, lift 17.0)
PC2 <= 2.231518
PC3 > 0.7768359
PC8 <= 2.325726
PC12 <= 2.092504
PC16 > 0.3594292
PC45 > -0.1787286
PC54 <= 1.381205
PC58 <= -0.227304
PC63 <= 0.1046904
-> class 1\|3 [0.956]
Rule 4/176: (286.9/19.9, lift 16.5)
PC1 > -0.430681
PC2 <= 2.231518
PC3 > 0.5240355
PC7 <= 1.535702
PC8 <= 1.443925
PC9 <= 0.3598154
PC19 <= -1.326658
PC21 > -1.71727
PC45 > -0.4046576
PC47 > -1.103278
PC67 <= 0.2841622
PC68 <= 0.4331318
-> class 1\|3 [0.927]
Rule 4/177: (43.8/3.1, lift 16.2)
PC1 > -0.430681
PC2 <= 2.231518
PC3 > 0.5240355
PC9 <= 0.3598154
PC19 > -1.326658
PC38 > 0.1343445
-> class 1\|3 [0.911]
Rule 4/178: (26.6/4.3, lift 14.5)
PC1 > -0.430681
PC8 <= 2.325726
PC12 > 2.092504
PC16 > 0.3594292
PC45 > -0.1787286
PC58 <= -0.227304
PC65 <= 0.4924395
-> class 1\|3 [0.815]
Rule 4/179: (49.4/14.7, lift 12.3)
PC2 <= 2.231518
PC3 > 0.7768359
PC9 > 0.3598154
PC13 > -0.07400379
PC16 <= 0.3594292
-> class 1\|3 [0.694]
Rule 4/180: (487.3/245.4, lift 8.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 > 0.9959877
-> class 1\|3 [0.496]
Rule 4/181: (678.1/1, lift 11.8)
PC8 > 1.961819
PC11 > -0.9337804
PC12 > -1.751479
PC20 <= 0.07078993
PC21 > -0.00591894
PC30 <= 0.1732666
PC59 <= 0.3535813
PC60 > -0.5526092
PC61 > -0.8677605
PC63 <= 0.1700185
PC70 <= 0.01552103
PC71 <= 0.905302
-> class 2\|0 [0.997]
Rule 4/182: (82.9/0.3, lift 11.6)
PC8 > 0.02357382
PC11 > -0.9337804
PC16 <= -0.3162605
PC20 <= 0.00393261
PC21 > -0.00591894
PC60 <= -0.5526092
PC88 > -0.1024168
-> class 2\|0 [0.984]
Rule 4/183: (194.2/4.1, lift 11.5)
PC8 > 1.961819
PC20 > -0.4843783
PC21 > -0.00591894
PC30 > 0.1732666
PC30 <= 0.4605063
PC33 <= 0.4998525
PC37 <= -0.1446801
PC41 <= 1.654412
PC64 <= 0.1214927
PC65 > -0.1854338
PC71 <= 0.905302
PC81 <= 0.2209059
PC96 > -0.2486748
-> class 2\|0 [0.974]
Rule 4/184: (846.3/22.9, lift 11.5)
PC8 > 1.961819
PC11 > -0.9337804
PC12 > -1.751479
PC20 <= 0.07078993
PC21 > -0.00591894
PC30 <= 0.1732666
PC31 > -0.8981806
PC42 > -0.4200779
PC59 <= 0.3535813
PC60 > -0.5526092
PC61 > -0.8677605
PC62 <= 0.6718455
PC63 <= 0.1700185
PC71 <= 0.905302
-> class 2\|0 [0.972]
Rule 4/185: (114.2/4, lift 11.3)
PC1 <= -0.430681
PC8 > 1.961819
PC21 > -0.00591894
PC69 > 0.2913302
PC71 <= 0.905302
-> class 2\|0 [0.957]
Rule 4/186: (14.4, lift 11.1)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.231518
PC8 > 0.02357382
PC85 > 0.3702624
-> class 2\|0 [0.939]
Rule 4/187: (10.2, lift 10.8)
PC2 <= 2.231518
PC3 <= 0.5240355
PC8 <= -0.1416677
PC9 <= 0.3598154
PC19 > -1.152695
PC22 > 2.963706
-> class 2\|0 [0.918]
Rule 4/188: (30.2/1.7, lift 10.8)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.231518
PC4 <= 0.25686
PC8 > 0.02357382
PC8 <= 1.961819
PC34 <= -0.3792612
-> class 2\|0 [0.916]
Rule 4/189: (51.2/6, lift 10.3)
PC2 <= -1.025067
PC7 > 0.1076993
PC8 > 0.02357382
PC8 <= 1.961819
PC12 > 1.255796
PC41 <= 0.8772312
PC44 > 0.5958036
PC97 <= 0.9677103
-> class 2\|0 [0.868]
Rule 4/190: (743.6/135.2, lift 9.7)
PC1 <= -0.430681
PC8 > 1.961819
PC10 <= -0.1836163
-> class 2\|0 [0.817]
Rule 4/191: (691.4/269.2, lift 7.2)
PC1 > -0.430681
PC2 <= 2.231518
PC3 <= 0.5240355
PC8 > -0.1416677
PC9 <= 0.3598154
PC10 <= 0.6600066
PC62 <= 0.02773176
PC71 > -0.7803868
-> class 2\|0 [0.610]
Rule 4/192: (146.8, lift 10.0)
PC1 <= -0.430681
PC8 > 1.961819
PC12 <= -1.751479
PC60 > -0.5526092
-> class 2\|1 [0.993]
Rule 4/193: (210.9/0.7, lift 10.0)
PC1 <= -0.430681
PC8 > 1.961819
PC16 > -0.3162605
PC21 > -0.00591894
PC60 <= -0.5526092
PC69 <= 0.2913302
-> class 2\|1 [0.992]
Rule 4/194: (103.6/0.3, lift 10.0)
PC1 <= -0.430681
PC8 > 1.961819
PC31 > -0.8981806
PC62 > 0.6718455
PC70 > 0.01552103
-> class 2\|1 [0.987]
Rule 4/195: (52.2, lift 9.9)
PC1 <= -0.430681
PC8 > 1.961819
PC71 > 0.905302
-> class 2\|1 [0.982]
Rule 4/196: (201.5/3.5, lift 9.9)
PC1 <= -0.430681
PC8 > 1.961819
PC11 > -0.9337804
PC60 <= -0.5526092
PC88 <= -0.1024168
-> class 2\|1 [0.978]
Rule 4/197: (36.1/0.3, lift 9.7)
PC1 <= -0.430681
PC8 > 1.961819
PC30 > 0.1732666
PC37 > -0.1446801
PC64 <= 0.1214927
-> class 2\|1 [0.965]
Rule 4/198: (9.5, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > 0.02357382
PC8 <= 1.961819
PC54 > 1.278528
PC77 <= -0.03168669
-> class 2\|1 [0.913]
Rule 4/199: (85/7.9, lift 9.1)
PC1 <= -0.430681
PC8 > 1.961819
PC20 > 0.07078993
PC21 > -0.00591894
-> class 2\|1 [0.898]
Rule 4/200: (195/23.4, lift 8.9)
PC1 <= -0.430681
PC8 > 1.961819
PC61 <= -0.8677605
-> class 2\|1 [0.876]
Rule 4/201: (148.3/58.6, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.143631
PC58 > 0.8084841
-> class 2\|1 [0.603]
Rule 4/202: (8523.5/6559, lift 2.3)
PC2 <= 2.231518
PC8 > -1.655082
-> class 2\|1 [0.231]
Rule 4/203: (116.7, lift 10.6)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC14 > -1.915472
PC29 > -0.2439684
PC44 <= 0.4351138
PC63 > 0.1534764
PC71 > -0.6133955
-> class 2\|2 [0.992]
Rule 4/204: (390/5.9, lift 10.5)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC26 > -2.258385
PC57 <= 0.06046228
PC60 <= -0.2665079
PC76 <= 0.6715252
PC87 > -0.8510116
PC95 > -3.406552
-> class 2\|2 [0.982]
Rule 4/205: (265.6/6.2, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.02357382
PC8 <= 1.961819
PC22 <= -0.8992757
PC44 <= 0.5958036
PC54 <= 1.278528
PC77 <= -0.03168669
PC84 <= 0.3357165
PC94 > -0.9073437
-> class 2\|2 [0.973]
Rule 4/206: (58.3/0.7, lift 10.4)
PC1 <= -0.430681
PC8 > -3.421005
PC8 <= -1.655082
PC19 > -2.848473
PC23 > 2.019395
PC23 <= 2.996466
PC34 <= 0.3351208
PC98 > -0.1808752
-> class 2\|2 [0.972]
Rule 4/207: (130.7/2.7, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.02357382
PC8 <= 1.287458
PC33 > -0.1837944
PC37 > -0.4700274
PC38 > -0.1902139
PC38 <= 0.5584649
PC44 <= 0.5958036
PC46 > 0.1922994
PC46 <= 1.275778
PC47 <= 0.1768818
PC66 <= 0.6391604
PC87 > -0.6950347
PC92 <= 0.09715775
PC97 > -0.4590119
-> class 2\|2 [0.972]
Rule 4/208: (32.2, lift 10.3)
PC1 <= -0.430681
PC8 > 0.02357382
PC19 > 3.385398
PC44 <= 0.5958036
PC80 <= 1.262911
-> class 2\|2 [0.971]
Rule 4/209: (43.7/0.3, lift 10.3)
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC18 > 0.6395017
PC44 <= 0.4351138
-> class 2\|2 [0.971]
Rule 4/210: (23.7, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC23 > 1.596539
PC57 > 0.06046228
-> class 2\|2 [0.961]
Rule 4/211: (332.3/12.4, lift 10.2)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -3.421005
PC8 <= 0.02357382
PC15 > -1.162617
PC31 <= 1.641206
PC35 <= 0.6482608
PC42 <= 0.007976791
PC44 <= 0.06772712
PC45 <= 0.2726218
PC77 > -1.99408
PC87 <= 0.3533733
-> class 2\|2 [0.960]
Rule 4/212: (47.3/1, lift 10.2)
PC8 > -3.421005
PC8 <= -1.655082
PC31 > 1.641206
PC85 > -0.08995343
PC99 > -0.4630782
-> class 2\|2 [0.959]
Rule 4/213: (29.3/0.3, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > 0.02357382
PC8 <= 1.961819
PC40 <= -1.818058
PC90 <= 0.6984161
-> class 2\|2 [0.957]
Rule 4/214: (259.7/10.4, lift 10.2)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.02357382
PC8 <= 1.961819
PC22 <= -0.8992757
PC34 > -0.09130598
PC52 > -0.2154247
PC84 <= 0.1518293
-> class 2\|2 [0.956]
Rule 4/215: (288.7/11.8, lift 10.2)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC10 > -0.297028
PC29 > -0.2439684
PC60 <= 2.7664
PC69 > -0.2137933
PC84 <= -0.1881279
PC100 <= 3.830744
-> class 2\|2 [0.956]
Rule 4/216: (20.1, lift 10.2)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC14 <= -1.915472
PC44 <= 0.4351138
PC57 > 0.06046228
-> class 2\|2 [0.955]
Rule 4/217: (479.3/24.4, lift 10.1)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC10 > -0.1156002
PC12 <= 5.249692
PC16 > -0.7786198
PC26 > -2.258385
PC33 <= 0.5246413
PC43 <= 1.156461
PC57 <= 0.06046228
PC87 > -0.8510116
PC95 > -3.406552
PC100 <= 3.830744
-> class 2\|2 [0.947]
Rule 4/218: (44.2/1.7, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.231518
PC23 > 2.996466
-> class 2\|2 [0.942]
Rule 4/219: (20.6/0.3, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.421005
PC8 <= -1.655082
PC23 <= 2.019395
PC31 <= 1.641206
PC43 <= -1.462826
PC65 <= 0.9432499
PC72 <= 0.9290846
PC73 <= 0.8361935
PC94 > -1.608204
-> class 2\|2 [0.941]
Rule 4/220: (20/0.3, lift 10.0)
PC1 <= -0.430681
PC8 > -3.421005
PC8 <= -1.655082
PC31 <= 1.641206
PC44 <= 0.06772712
PC73 <= 0.8361935
PC77 <= -1.99408
-> class 2\|2 [0.939]
Rule 4/221: (11.8, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC4 <= 0.25686
PC8 > 0.02357382
PC8 <= 1.961819
PC12 <= 1.255796
PC20 > 0.2233709
PC44 > 0.5958036
-> class 2\|2 [0.928]
Rule 4/222: (11, lift 9.8)
PC1 <= -0.430681
PC2 <= -1.025067
PC4 <= 0.25686
PC6 > 2.814535
PC8 > 0.02357382
PC8 <= 1.961819
PC22 > -0.8992757
-> class 2\|2 [0.923]
Rule 4/223: (26.6/1.4, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > 0.02357382
PC8 <= 1.961819
PC22 > -0.8992757
PC44 <= 0.5958036
PC58 > -0.9523199
PC80 <= 1.262911
PC97 <= -0.4590119
-> class 2\|2 [0.918]
Rule 4/224: (9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > 0.02357382
PC12 <= 1.255796
PC24 > 0.8958374
PC44 > 0.5958036
-> class 2\|2 [0.909]
Rule 4/225: (14.9/0.7, lift 9.6)
PC1 <= -0.430681
PC8 > 1.287458
PC8 <= 1.961819
PC44 <= 0.5958036
PC80 <= 1.262911
PC82 > 0.4047447
PC97 > -0.4590119
-> class 2\|2 [0.900]
Rule 4/226: (283.9/30, lift 9.5)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC30 > 0.01702343
PC44 <= 0.4351138
PC51 <= 0.4635862
PC56 <= 0.3746006
PC74 <= 0.2671531
-> class 2\|2 [0.892]
Rule 4/227: (19.3/1.4, lift 9.5)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.02357382
PC8 <= 1.287458
PC22 > -0.8992757
PC29 <= -0.1167518
PC80 <= 1.262911
PC90 <= 0.6984161
-> class 2\|2 [0.889]
Rule 4/228: (56/5.5, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC51 > 0.4635862
PC71 > -0.6133955
-> class 2\|2 [0.888]
Rule 4/229: (11.9/0.7, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC28 <= -0.1253675
PC44 <= 0.4351138
PC56 <= 0.3746006
PC84 > -0.1881279
-> class 2\|2 [0.879]
Rule 4/230: (8.2/0.3, lift 9.3)
PC1 <= -0.430681
PC8 <= -3.421005
PC46 > 0.4135565
PC58 <= 0.8084841
PC68 <= -0.4412823
-> class 2\|2 [0.868]
Rule 4/231: (47.8/7.3, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC56 <= 0.3746006
PC57 > 0.06046228
PC71 <= -0.6133955
PC84 > -0.1881279
-> class 2\|2 [0.834]
Rule 4/232: (17.5/2.4, lift 8.8)
PC1 <= -0.430681
PC8 > 0.02357382
PC8 <= 1.961819
PC22 > -0.8992757
PC31 <= -1.120177
PC44 <= 0.5958036
PC58 > -0.9523199
PC90 <= 0.6984161
-> class 2\|2 [0.823]
Rule 4/233: (41.9/8.7, lift 8.3)
PC2 <= -1.025067
PC4 <= 0.25686
PC8 > 0.02357382
PC8 <= 1.961819
PC44 <= 0.5958036
PC58 > -0.9523199
PC66 > 0.6391604
PC80 <= 1.262911
PC90 <= 0.6984161
-> class 2\|2 [0.778]
Rule 4/234: (47.7/13.6, lift 7.5)
PC2 <= 2.231518
PC8 > -3.421005
PC8 <= -1.655082
PC23 <= 2.019395
PC94 <= -1.608204
-> class 2\|2 [0.706]
Rule 4/235: (45/17.3, lift 6.5)
PC1 > -0.430681
PC1 <= 11.27169
PC2 <= 2.231518
PC3 <= 0.5240355
PC8 <= -0.1416677
PC19 > -1.152695
PC22 <= 2.963706
PC37 > -9.291889
PC85 <= -0.4943444
-> class 2\|2 [0.610]
Rule 4/236: (149.9, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC18 <= 0.6395017
PC23 <= 1.596539
PC28 > -0.1253675
PC30 <= 0.01702343
PC51 <= 0.4635862
PC57 > 0.06046228
PC63 <= 0.1534764
PC84 > -0.1881279
-> class 2\|3 [0.993]
Rule 4/237: (194.9/0.3, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC23 <= 1.596539
PC29 <= 0.3448451
PC32 > -3.066327
PC44 > 0.4351138
PC51 <= 0.4635862
PC56 <= 0.3746006
PC57 > 0.06046228
PC71 > -0.6133955
PC84 > -0.1881279
-> class 2\|3 [0.993]
Rule 4/238: (133.9/0.3, lift 8.3)
PC2 <= 2.231518
PC8 <= -1.655082
PC19 > -2.848473
PC23 <= 2.019395
PC31 <= 1.641206
PC33 > -0.3431576
PC35 <= 0.6482608
PC42 <= 0.007976791
PC43 > -1.462826
PC44 <= 0.06772712
PC87 > 0.3533733
PC94 > -1.608204
-> class 2\|3 [0.990]
Rule 4/239: (158.6/1, lift 8.2)
PC1 <= -0.430681
PC8 <= -3.421005
PC16 > 0.3730076
PC58 <= 0.8084841
-> class 2\|3 [0.987]
Rule 4/240: (47.6/0.7, lift 8.1)
PC1 <= -0.7454903
PC8 > -3.421005
PC8 <= -1.655082
PC44 > 0.06772712
PC44 <= 0.164532
PC54 <= 0.1183208
PC65 <= 0.9432499
-> class 2\|3 [0.966]
Rule 4/241: (208.7/11.2, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC14 > -1.915472
PC18 <= 0.6395017
PC32 > -3.066327
PC57 > 0.06046228
PC74 > 0.2671531
PC84 > -0.1881279
-> class 2\|3 [0.942]
Rule 4/242: (14.8, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC16 <= -0.7786198
PC60 > -0.2665079
-> class 2\|3 [0.940]
Rule 4/243: (10.9, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC21 <= -0.00591894
PC25 > 0.4639846
-> class 2\|3 [0.923]
Rule 4/244: (7.9, lift 7.5)
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC57 > 0.06046228
PC84 <= -0.1881279
PC88 <= -0.5087711
-> class 2\|3 [0.899]
Rule 4/245: (21.2/1.4, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.231518
PC7 <= 0.1076993
PC8 > 0.02357382
PC12 > 1.255796
PC44 > 0.5958036
-> class 2\|3 [0.898]
Rule 4/246: (184.7/18.9, lift 7.5)
PC1 > -0.430681
PC1 <= 11.27169
PC2 <= 2.231518
PC3 <= 0.5240355
PC8 <= -0.1416677
PC9 <= 0.3598154
PC19 > -1.152695
PC37 > -9.291889
PC71 <= 0.3922682
PC85 > -0.4943444
-> class 2\|3 [0.894]
Rule 4/247: (7.3, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC10 <= -0.297028
PC57 > 0.06046228
PC84 <= -0.1881279
-> class 2\|3 [0.893]
Rule 4/248: (128.5/16, lift 7.3)
PC2 <= 2.231518
PC8 <= 0.02357382
PC10 <= -0.1156002
PC26 > -2.258385
PC57 <= 0.06046228
PC60 > -0.2665079
PC87 > -0.8510116
-> class 2\|3 [0.870]
Rule 4/249: (23.1/2.4, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC43 > 1.156461
PC60 > -0.2665079
PC76 <= 0.6715252
PC87 > -0.8510116
-> class 2\|3 [0.865]
Rule 4/250: (27/2.9, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC12 <= 5.249692
PC26 <= -2.258385
PC33 <= 0.5246413
PC87 > -0.8510116
-> class 2\|3 [0.864]
Rule 4/251: (51/9.1, lift 6.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 <= 0.02357382
PC12 <= 5.249692
PC29 <= 0.3448451
PC33 > 0.5246413
PC57 <= 0.06046228
PC87 > -0.8510116
-> class 2\|3 [0.810]
Rule 4/252: (11741.4/9353.3, lift 1.7)
PC2 <= 2.231518
-> class 2\|3 [0.203]
Rule 4/253: (110.7, lift 24.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC11 <= -4.141527
PC20 <= 0.3217192
-> class 2\|4 [0.991]
Rule 4/254: (139.9/0.7, lift 24.0)
PC4 > -0.3231707
PC8 <= -1.655082
PC16 <= 0.3730076
PC44 > -0.8575628
PC46 <= 0.4135565
PC55 <= 0.3119884
PC71 > -0.42316
PC74 > -0.3891049
PC85 > -0.4825295
PC89 <= 0.6216257
PC96 <= -0.21405
-> class 2\|4 [0.988]
Rule 4/255: (77.7, lift 24.0)
PC1 <= -0.430681
PC8 <= -3.143631
PC40 > 0.9512482
PC58 > 0.8084841
-> class 2\|4 [0.987]
Rule 4/256: (138.2/1, lift 23.9)
PC2 <= 2.231518
PC8 <= -3.421005
PC18 <= -0.218371
PC22 > -1.900676
PC26 <= 3.24851
PC46 <= 0.4135565
PC49 <= 0.1087696
PC54 <= 2.086763
PC71 > -0.42316
PC76 <= 0.4847249
PC85 > -0.4825295
PC94 <= 0.8244115
-> class 2\|4 [0.986]
Rule 4/257: (101/1.4, lift 23.7)
PC1 <= -0.430681
PC8 <= -3.421005
PC16 <= 0.3730076
PC40 > 0.4865859
PC49 > 0.1087696
PC76 <= 0.4847249
-> class 2\|4 [0.977]
Rule 4/258: (64.5/1, lift 23.5)
PC1 <= -0.430681
PC8 <= -2.870956
PC11 > -4.141527
PC19 > -2.848473
PC23 <= 2.019395
PC29 <= 0.3514726
PC44 > 0.164532
PC58 <= 0.8084841
PC85 > 0.7199095
-> class 2\|4 [0.970]
Rule 4/259: (84.6/1.7, lift 23.5)
PC1 <= -0.430681
PC8 <= -3.421005
PC46 <= 0.4135565
PC74 <= -0.3891049
PC85 > -0.4825295
PC92 <= 0.01612009
-> class 2\|4 [0.969]
Rule 4/260: (59.4/1, lift 23.5)
PC1 > -0.430681
PC1 <= 11.27169
PC2 <= 2.231518
PC3 <= 0.5240355
PC9 <= 0.3598154
PC10 <= -0.07667993
PC19 > -1.152695
PC19 <= 3.673504
PC71 > 0.3922682
-> class 2\|4 [0.967]
Rule 4/261: (199.3/7.7, lift 23.2)
PC4 > -0.3231707
PC8 <= -3.421005
PC16 <= -0.2113342
PC22 > -1.900676
PC26 <= 3.24851
PC43 > 0.1442767
PC49 <= 0.1087696
PC54 <= 2.086763
PC55 <= 0.3119884
PC73 > -0.4513025
PC76 <= 0.4847249
PC85 > -0.4825295
PC89 <= 0.6216257
-> class 2\|4 [0.957]
Rule 4/262: (41.3/1.4, lift 22.9)
PC4 > -0.3231707
PC8 <= -3.421005
PC26 <= 3.24851
PC38 <= -0.4032341
PC43 <= 0.1442767
PC44 > -0.8575628
PC54 <= 2.086763
PC55 <= 0.3119884
PC73 > -0.4513025
PC74 > -0.3891049
PC85 > -0.4825295
-> class 2\|4 [0.945]
Rule 4/263: (50.9/3.6, lift 22.1)
PC1 <= -0.430681
PC8 > -3.421005
PC8 <= -1.655082
PC19 <= -2.848473
PC35 <= 1.99291
PC56 <= 0.04797471
-> class 2\|4 [0.913]
Rule 4/264: (7.5, lift 21.7)
PC1 > -0.430681
PC37 <= -9.291889
-> class 2\|4 [0.895]
Rule 4/265: (8.3/0.3, lift 21.1)
PC2 <= 2.231518
PC8 > -3.421005
PC8 <= -1.655082
PC29 > 0.3514726
PC94 > -1.608204
-> class 2\|4 [0.870]
Rule 4/266: (73.1/31.5, lift 13.8)
PC1 <= -0.430681
PC8 <= -1.655082
PC29 <= 0.3514726
PC31 <= 1.641206
PC65 > 0.9432499
PC94 > -1.608204
-> class 2\|4 [0.568]
Rule 4/267: (33.2/15.2, lift 13.1)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.231518
PC8 > -1.655082
PC8 <= 0.02357382
PC29 > 0.3448451
-> class 2\|4 [0.541]
Rule 4/268: (30.2/14, lift 13.0)
PC1 <= -0.430681
PC2 > -9.022285
PC8 > -3.421005
PC8 <= -1.655082
PC31 <= 1.641206
PC44 > 0.06772712
PC44 <= 0.164532
PC54 > 0.1183208
-> class 2\|4 [0.535]
Default class: 2\|3
----- Trial 5: -----
Rules:
Rule 5/1: (197.2, lift 15.9)
PC2 > 2.433167
PC12 > -0.9899928
PC13 <= 6.929861
PC18 > 2.761912
PC25 <= 1.063675
PC60 <= 1.313884
PC75 > 0.1887068
-> class 0\|0 [0.995]
Rule 5/2: (61.2, lift 15.7)
PC3 > -0.6235371
PC18 > 2.052136
PC27 <= 1.865097
-> class 0\|0 [0.984]
Rule 5/3: (49.2, lift 15.7)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 6.929861
PC16 <= -1.637456
PC18 > -0.3695138
PC25 <= 1.063675
PC27 > -2.292617
PC27 <= 1.865097
PC51 > -1.657019
PC81 <= -0.4809228
-> class 0\|0 [0.980]
Rule 5/4: (58.9/0.3, lift 15.6)
PC13 <= 6.929861
PC18 > 2.052136
PC25 <= 1.063675
PC27 > -2.292617
PC27 <= 1.865097
PC60 > 1.336533
PC89 <= 1.660683
-> class 0\|0 [0.979]
Rule 5/5: (199.2/5.5, lift 15.5)
PC2 > 2.433167
PC13 <= 6.929861
PC18 > 2.761912
PC24 <= 3.740935
PC25 <= 1.063675
PC42 <= 1.60197
PC60 <= 1.313884
PC81 > -0.4809228
PC91 <= -0.1427792
-> class 0\|0 [0.968]
Rule 5/6: (6.3, lift 14.0)
PC13 > 6.929861
PC14 <= 2.896038
PC18 > 2.052136
PC31 > 0.2019131
PC46 <= 2.26159
PC69 <= 7.598943
PC93 <= -0.03721208
-> class 0\|0 [0.879]
Rule 5/7: (16.3/2.7, lift 12.8)
PC2 > 2.433167
PC3 <= 1.640775
PC41 > 0.4318216
PC86 <= -2.895445
-> class 0\|0 [0.800]
Rule 5/8: (2496.7/1400.2, lift 7.0)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 1.698335
PC18 > -0.3695138
PC46 <= 2.26159
PC52 <= 5.510559
PC67 <= 0.7323884
PC69 > -2.447945
-> class 0\|0 [0.439]
Rule 5/9: (116.1, lift 12.3)
PC3 <= -0.6235371
PC13 <= 6.929861
PC14 > -0.5971768
PC18 > 2.052136
PC18 <= 2.761912
PC53 > -0.7846105
PC70 > -1.115771
PC80 > -0.5108404
PC89 > -0.009517741
PC92 > -0.7149987
PC95 <= 0.656617
-> class 0\|1 [0.992]
Rule 5/10: (98.4, lift 12.3)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 10.99372
PC6 <= 0.1746644
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.3695138
PC18 <= 2.052136
PC87 > 0.1066178
-> class 0\|1 [0.990]
Rule 5/11: (73.4, lift 12.2)
PC2 > 2.433167
PC6 <= 0.1746644
PC13 <= 1.698335
PC14 > 0.5727633
PC17 > 0.2751059
PC18 > -0.3695138
PC18 <= 2.052136
-> class 0\|1 [0.987]
Rule 5/12: (58.6, lift 12.2)
PC2 > 2.433167
PC3 <= 1.640775
PC4 > -0.6150046
PC18 <= -0.3695138
PC28 <= 0.1777334
PC41 > 0.4318216
PC60 <= -0.299144
PC86 > -2.895445
-> class 0\|1 [0.984]
Rule 5/13: (183.4/1.9, lift 12.2)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > -1.443306
PC8 > 0.131999
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 2.052136
PC40 <= 2.841514
PC43 <= 0.5440913
-> class 0\|1 [0.984]
Rule 5/14: (57, lift 12.2)
PC14 > -0.5971768
PC18 > 2.761912
PC30 <= 0.8017316
PC47 > -1.618971
PC60 <= 1.336533
PC73 <= -0.5556126
PC75 <= 0.1887068
PC92 > -0.7149987
-> class 0\|1 [0.983]
Rule 5/15: (360.8/5.6, lift 12.2)
PC2 > 2.433167
PC3 <= 1.640775
PC6 <= 0.1746644
PC14 <= 0.5727633
PC18 > 0.1388662
PC18 <= 2.052136
PC40 <= 2.841514
PC43 <= 0.5440913
PC46 <= 2.26159
PC52 <= 5.510559
PC65 > -1.006439
PC85 <= 1.627723
PC95 > -0.7743337
PC97 <= 2.281143
PC98 <= 0.7320648
-> class 0\|1 [0.982]
Rule 5/16: (52.9, lift 12.2)
PC2 > 2.433167
PC13 > 0.8367534
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.3695138
PC18 <= 2.052136
-> class 0\|1 [0.982]
Rule 5/17: (81/0.5, lift 12.2)
PC14 > -0.5971768
PC18 > 2.052136
PC30 <= 0.8017316
PC70 > -1.115771
PC75 <= 0.1887068
PC87 > 0.2649642
PC92 > -0.7149987
-> class 0\|1 [0.982]
Rule 5/18: (35.3, lift 12.1)
PC13 <= 6.929861
PC14 > -0.5971768
PC18 > 2.052136
PC27 <= 1.865097
PC59 <= -2.102921
PC70 > -1.115771
-> class 0\|1 [0.973]
Rule 5/19: (31.8, lift 12.0)
PC14 > -1.782821
PC14 <= 2.896038
PC18 > 2.052136
PC25 > 1.063675
PC46 <= 2.26159
-> class 0\|1 [0.970]
Rule 5/20: (30.4, lift 12.0)
PC14 > -1.782821
PC18 > 2.052136
PC27 <= 1.865097
PC51 <= -1.657019
-> class 0\|1 [0.969]
Rule 5/21: (118.2/3.4, lift 12.0)
PC3 <= -0.6235371
PC13 <= 6.929861
PC14 > -0.5971768
PC18 > 2.052136
PC18 <= 2.761912
PC27 <= 1.865097
PC34 <= 1.982037
PC53 > -0.7846105
PC80 > -0.5108404
PC86 <= 0.08175334
PC92 > -0.7149987
-> class 0\|1 [0.963]
Rule 5/22: (119.9/3.7, lift 11.9)
PC13 <= 6.929861
PC14 > -0.5971768
PC16 > -1.637456
PC18 > 2.052136
PC60 <= 1.336533
PC70 > -1.115771
PC81 <= -0.4809228
PC87 <= 0.7417881
PC92 > -0.7149987
-> class 0\|1 [0.962]
Rule 5/23: (68.8/1.8, lift 11.9)
PC3 <= 1.640775
PC6 <= 0.02855038
PC10 <= -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
PC95 > 0.1830176
-> class 0\|1 [0.960]
Rule 5/24: (23.3, lift 11.9)
PC2 > 2.433167
PC14 > -1.782821
PC14 <= 2.896038
PC18 > 2.052136
PC41 > 0.186355
PC92 <= -0.7149987
-> class 0\|1 [0.960]
Rule 5/25: (19.2, lift 11.8)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.3695138
PC22 <= 1.940598
PC41 <= 0.4318216
PC94 > 1.003931
-> class 0\|1 [0.953]
Rule 5/26: (24.5/0.3, lift 11.8)
PC2 > 2.433167
PC18 > 2.052136
PC27 > -2.292617
PC87 <= 0.7417881
PC90 > 0.9374611
PC92 <= -0.7149987
-> class 0\|1 [0.952]
Rule 5/27: (152.7/6.5, lift 11.8)
PC2 > 2.433167
PC6 <= 0.1746644
PC14 <= 0.5727633
PC18 > 1.154123
PC18 <= 2.052136
PC40 <= 2.841514
PC52 <= 5.510559
PC69 > -2.447945
PC85 <= 1.627723
-> class 0\|1 [0.951]
Rule 5/28: (23.7/0.3, lift 11.8)
PC14 > -0.5971768
PC18 > 2.052136
PC70 > -1.115771
PC70 <= -1.043304
PC81 > -0.4809228
PC92 > -0.7149987
-> class 0\|1 [0.951]
Rule 5/29: (18.4, lift 11.8)
PC2 > 2.433167
PC3 <= 1.640775
PC12 <= -0.9899928
PC14 > -0.5971768
PC18 > -0.3695138
PC92 > -0.7149987
-> class 0\|1 [0.951]
Rule 5/30: (22.1/0.3, lift 11.8)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 0.1388662
PC20 > -4.604566
PC43 <= 0.5440913
PC52 <= 5.510559
PC62 <= -0.5834226
-> class 0\|1 [0.948]
Rule 5/31: (16.8, lift 11.8)
PC14 > -1.782821
PC14 <= 2.896038
PC18 > 2.052136
PC24 > 3.740935
PC46 <= 2.26159
PC47 > -1.618971
PC70 > -1.115771
-> class 0\|1 [0.947]
Rule 5/32: (16.1, lift 11.7)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 6.929861
PC14 > -0.5971768
PC18 > -0.3695138
PC60 > 0.6610076
PC70 <= -1.115771
PC89 <= 1.660683
-> class 0\|1 [0.945]
Rule 5/33: (66.2/2.9, lift 11.7)
PC14 > -0.5971768
PC14 <= 2.896038
PC18 > 2.052136
PC27 <= -2.292617
PC47 > -1.618971
-> class 0\|1 [0.943]
Rule 5/34: (26.4/0.8, lift 11.6)
PC18 > 2.052136
PC21 > -0.870159
PC30 <= 0.8017316
PC41 <= -0.01856578
PC47 > -1.618971
PC60 <= 1.336533
PC70 > 0.1094861
PC75 <= 0.1887068
PC92 > -0.7149987
-> class 0\|1 [0.937]
Rule 5/35: (86.1/5, lift 11.6)
PC14 > -0.5971768
PC14 <= 2.896038
PC18 > 2.052136
PC70 > -1.115771
PC87 > 0.7417881
-> class 0\|1 [0.932]
Rule 5/36: (18.8/0.5, lift 11.5)
PC14 <= 2.896038
PC18 > 2.761912
PC27 <= 1.865097
PC70 > -1.043304
PC75 <= 0.1887068
PC89 > 0.4647106
PC92 > -0.7149987
-> class 0\|1 [0.927]
Rule 5/37: (11.6, lift 11.5)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > 0.1746644
PC18 <= 2.052136
PC65 <= 0.9310915
PC97 > 0.5021749
-> class 0\|1 [0.926]
Rule 5/38: (35.5/2.1, lift 11.4)
PC7 > -0.7458541
PC18 <= -0.3695138
PC26 > -0.1339708
PC41 <= 0.4318216
PC70 <= 2.791212
PC78 > 2.492486
-> class 0\|1 [0.916]
Rule 5/39: (144.2/12, lift 11.3)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > -1.443306
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 2.052136
PC40 <= 2.841514
PC46 <= 2.26159
PC69 > -2.447945
PC85 <= 1.627723
PC86 <= -0.7616145
-> class 0\|1 [0.911]
Rule 5/40: (68/5.3, lift 11.3)
PC13 <= 6.929861
PC18 > 2.052136
PC21 <= -0.870159
PC70 > -1.115771
PC91 > -0.1427792
PC92 > -0.7149987
-> class 0\|1 [0.910]
Rule 5/41: (6.7, lift 11.0)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC75 > 0.1877152
PC75 <= 0.1887068
PC92 > -0.7149987
-> class 0\|1 [0.885]
Rule 5/42: (47.6/5.5, lift 10.8)
PC13 <= 6.929861
PC14 > -1.782821
PC18 > 2.052136
PC42 > 1.60197
PC70 > -1.043304
PC87 <= 0.7417881
PC92 > -0.7149987
-> class 0\|1 [0.869]
Rule 5/43: (24.5/2.9, lift 10.6)
PC18 > 2.052136
PC27 <= 1.865097
PC41 <= -0.01856578
PC55 > 0.3689474
PC70 > -1.115771
PC73 > -0.5556126
PC75 <= 0.1887068
PC89 <= 0.4647106
-> class 0\|1 [0.852]
Rule 5/44: (56.1/11.8, lift 9.7)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 > -0.9857101
PC18 <= -0.3695138
PC22 <= 1.940598
PC90 > -1.516673
-> class 0\|1 [0.779]
Rule 5/45: (82/18.9, lift 9.5)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= -0.4947444
PC14 > -0.5971768
PC18 > -0.3695138
PC21 > -0.870159
PC30 <= 0.8017316
PC41 > -0.01856578
PC75 <= 0.1887068
PC92 > -0.7149987
-> class 0\|1 [0.763]
Rule 5/46: (3299.3/1889.8, lift 5.3)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
-> class 0\|1 [0.427]
Rule 5/47: (80.7, lift 10.5)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.9857101
PC22 <= 1.940598
PC41 <= 0.4318216
PC55 <= 0.8730468
PC56 > -0.8121327
PC90 > -1.516673
PC94 <= 1.003931
-> class 0\|2 [0.988]
Rule 5/48: (71.7, lift 10.5)
PC4 <= -7.83144
PC18 <= -0.3695138
PC87 > 0.02911435
-> class 0\|2 [0.986]
Rule 5/49: (84.7/0.3, lift 10.5)
PC7 > -0.7458541
PC10 <= -2.278349
PC18 <= -1.154317
PC78 <= 2.492486
PC86 > 0.6945281
PC93 <= 0.9257153
PC94 > 0.3533413
-> class 0\|2 [0.985]
Rule 5/50: (66.2, lift 10.5)
PC4 > -7.83144
PC7 > -0.7458541
PC10 <= -2.278349
PC18 <= -1.154317
PC32 <= 2.436442
PC58 > 0.9813177
PC93 <= 0.9257153
-> class 0\|2 [0.985]
Rule 5/51: (77/0.3, lift 10.5)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -1.824607
PC18 <= -1.154317
PC27 > -2.597364
PC30 <= 1.385025
PC41 <= 0.4318216
PC52 > -1.887242
PC73 <= 2.295397
PC80 > 0.2271974
PC93 <= 0.9257153
-> class 0\|2 [0.984]
Rule 5/52: (51, lift 10.5)
PC4 <= -6.926954
PC7 > -0.7458541
PC18 > -1.154317
PC18 <= -0.3695138
-> class 0\|2 [0.981]
Rule 5/53: (76.5/0.5, lift 10.5)
PC2 > 2.433167
PC7 <= -0.3593628
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.052136
PC46 <= 2.26159
PC86 <= 4.013646
-> class 0\|2 [0.981]
Rule 5/54: (62.2/0.3, lift 10.5)
PC10 > 6.479989
PC14 > 2.896038
PC71 <= 0.5490693
-> class 0\|2 [0.980]
Rule 5/55: (42.5, lift 10.4)
PC2 > 2.433167
PC6 > -1.443306
PC14 <= 0.5727633
PC18 > 0.1388662
PC18 <= 2.052136
PC20 > -4.604566
PC40 <= 2.841514
PC98 > 0.7320648
-> class 0\|2 [0.978]
Rule 5/56: (42.1, lift 10.4)
PC4 <= -7.032351
PC18 <= -0.3695138
PC49 <= 0.6367925
PC87 > 0.1963015
-> class 0\|2 [0.977]
Rule 5/57: (41.8, lift 10.4)
PC4 > -7.83144
PC4 <= -7.032351
PC7 > -0.7458541
PC18 <= -0.3695138
PC49 <= 0.6367925
PC90 > 0.2951089
-> class 0\|2 [0.977]
Rule 5/58: (41.2, lift 10.4)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 1.698335
PC18 <= 2.052136
PC20 > -4.604566
PC67 <= 0.7323884
PC85 <= 1.627723
PC97 > 2.281143
-> class 0\|2 [0.977]
Rule 5/59: (40.9, lift 10.4)
PC4 > 10.99372
PC40 <= 2.841514
-> class 0\|2 [0.977]
Rule 5/60: (44.3/0.3, lift 10.4)
PC2 > 2.433167
PC11 > -0.05206308
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.052136
-> class 0\|2 [0.973]
Rule 5/61: (49.8/0.5, lift 10.4)
PC3 <= 1.640775
PC16 <= 2.936707
PC18 <= -0.3695138
PC27 <= -6.738084
PC78 <= 2.492486
-> class 0\|2 [0.971]
Rule 5/62: (37.9/0.3, lift 10.3)
PC3 <= 1.640775
PC4 > -7.83144
PC10 <= -2.278349
PC18 <= -1.154317
PC28 > -1.425636
PC32 <= 2.436442
PC41 <= 0.4318216
PC78 <= 2.492486
PC86 <= 0.6945281
PC91 > 0.1301098
-> class 0\|2 [0.968]
Rule 5/63: (107.4/2.5, lift 10.3)
PC6 > -0.8755581
PC10 <= -2.278349
PC18 > -1.884193
PC18 <= -0.3695138
PC23 > -1.979556
PC55 <= 0.1900085
PC77 > -0.3376521
PC79 > 0.08883543
-> class 0\|2 [0.968]
Rule 5/64: (29.2, lift 10.3)
PC2 > 2.433167
PC7 > -0.7458541
PC10 > -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
PC37 > 1.209525
-> class 0\|2 [0.968]
Rule 5/65: (28.7, lift 10.3)
PC13 > 6.929861
PC18 > 2.052136
PC93 > -0.03721208
-> class 0\|2 [0.967]
Rule 5/66: (25.2, lift 10.3)
PC13 <= 1.698335
PC18 <= 2.052136
PC52 > 5.510559
-> class 0\|2 [0.963]
Rule 5/67: (23.4, lift 10.3)
PC10 <= -2.278349
PC15 <= 0.7178741
PC18 <= -0.3695138
PC28 > -1.425636
PC36 > 1.096766
PC73 <= 2.295397
-> class 0\|2 [0.961]
Rule 5/68: (36/0.5, lift 10.2)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC47 <= -1.618971
-> class 0\|2 [0.960]
Rule 5/69: (21.2, lift 10.2)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 1.698335
PC14 <= 0.5727633
PC18 > 0.1388662
PC18 <= 2.052136
PC40 <= 2.841514
PC69 > -2.447945
PC86 <= 4.013646
PC95 <= -0.7743337
-> class 0\|2 [0.957]
Rule 5/70: (21.1, lift 10.2)
PC2 > 2.433167
PC14 <= -1.782821
PC18 > 2.052136
PC46 <= 2.26159
-> class 0\|2 [0.957]
Rule 5/71: (90.3/3.2, lift 10.2)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > -1.443306
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 1.154123
PC43 > 0.5440913
PC67 <= 0.7323884
-> class 0\|2 [0.955]
Rule 5/72: (21.4/0.3, lift 10.1)
PC2 > 2.433167
PC3 > -4.248789
PC3 <= 1.640775
PC7 > -0.7458541
PC10 > -2.278349
PC18 > -1.824607
PC18 <= -0.3695138
PC27 > -2.597364
PC30 <= 1.385025
PC72 > -0.02928251
PC94 > 0.5125971
-> class 0\|2 [0.946]
Rule 5/73: (66.5/2.8, lift 10.1)
PC2 > 2.433167
PC3 <= 1.640775
PC6 <= 0.1746644
PC8 <= 0.131999
PC13 <= 1.698335
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 0.1388662
PC40 <= 2.841514
PC43 <= 0.5440913
PC62 > -0.5834226
PC86 > -0.7616145
PC86 <= 4.013646
-> class 0\|2 [0.945]
Rule 5/74: (48.4/1.9, lift 10.1)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= -0.3695138
PC41 > 0.4318216
PC60 > -0.299144
-> class 0\|2 [0.943]
Rule 5/75: (53.5/2.3, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -2.278349
PC18 <= -0.3695138
PC23 <= 1.277671
PC32 > -1.684031
PC47 > -0.3958712
PC49 > 0.6367925
PC52 > -1.887242
PC57 <= 1.126196
PC73 <= 2.295397
PC93 <= 0.9257153
-> class 0\|2 [0.940]
Rule 5/76: (14.2, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -0.9260765
PC17 > 0.4362784
PC18 <= -0.3695138
PC37 <= 1.209525
PC78 <= 2.492486
-> class 0\|2 [0.938]
Rule 5/77: (13.8, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= -0.6150046
PC41 > 0.4318216
PC60 <= -0.299144
-> class 0\|2 [0.937]
Rule 5/78: (159.6/10.4, lift 9.9)
PC3 <= 1.640775
PC15 > 0.7178741
PC18 <= -1.154317
PC41 <= 0.4318216
PC78 <= 2.492486
PC90 <= 2.315367
PC91 > -0.737647
-> class 0\|2 [0.930]
Rule 5/79: (74.6/4.4, lift 9.9)
PC2 > 2.433167
PC3 <= 1.640775
PC6 <= -0.8755581
PC18 <= -1.154317
PC28 > -1.425636
PC32 <= 2.436442
PC40 > -2.798079
PC41 <= 0.4318216
PC52 > -1.887242
PC73 <= 2.295397
-> class 0\|2 [0.929]
Rule 5/80: (55.3/3.1, lift 9.9)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -2.278349
PC18 > -1.824607
PC18 <= -1.154317
PC30 <= 1.385025
PC40 > -2.798079
PC52 > -1.887242
PC72 <= -0.02928251
PC93 <= 0.9257153
-> class 0\|2 [0.928]
Rule 5/81: (111.4/7.3, lift 9.9)
PC3 <= 1.640775
PC14 > -0.9336166
PC18 <= -1.154317
PC20 <= 4.851933
PC28 <= -1.425636
PC40 > -2.798079
PC73 <= 2.295397
-> class 0\|2 [0.927]
Rule 5/82: (11.8, lift 9.9)
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.052136
PC26 <= -0.7180865
-> class 0\|2 [0.927]
Rule 5/83: (60.3/3.7, lift 9.9)
PC4 > -7.83144
PC15 <= 0.7178741
PC18 <= -1.154317
PC20 <= 4.851933
PC33 > 3.754773
PC71 <= 0.848321
PC73 <= 2.295397
PC93 <= 0.9257153
-> class 0\|2 [0.924]
Rule 5/84: (39.3/2.1, lift 9.9)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.052136
PC20 > -4.604566
PC46 <= 2.26159
PC85 > 1.627723
PC86 <= 4.013646
-> class 0\|2 [0.924]
Rule 5/85: (39.7/2.3, lift 9.8)
PC3 <= 1.640775
PC5 <= 2.881409
PC15 <= 0.7178741
PC20 <= 4.851933
PC27 <= -2.597364
PC28 > -1.425636
-> class 0\|2 [0.922]
Rule 5/86: (13.8/0.3, lift 9.8)
PC2 > 2.433167
PC6 > 0.02855038
PC10 <= -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
-> class 0\|2 [0.920]
Rule 5/87: (39.9/2.3, lift 9.8)
PC2 > 2.433167
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > 0.1388662
PC18 <= 2.052136
PC20 > -4.604566
PC43 <= 0.5440913
PC65 <= -1.006439
PC86 <= 4.013646
-> class 0\|2 [0.920]
Rule 5/88: (44.5/2.9, lift 9.8)
PC2 > 2.433167
PC3 > -4.248789
PC3 <= 1.640775
PC4 > -7.83144
PC6 <= -0.8010804
PC18 <= -1.154317
PC32 <= 2.436442
PC40 > -2.798079
PC41 <= 0.4318216
PC52 > -1.887242
PC78 <= 2.492486
PC93 <= 0.9257153
-> class 0\|2 [0.916]
Rule 5/89: (9.9, lift 9.8)
PC2 > 2.433167
PC18 > -1.154317
PC18 <= -0.3695138
PC22 <= 0.2684914
PC77 <= -1.804982
-> class 0\|2 [0.916]
Rule 5/90: (8.9, lift 9.7)
PC18 > -1.154317
PC18 <= -0.3695138
PC25 > 1.660998
-> class 0\|2 [0.908]
Rule 5/91: (41.3/3.1, lift 9.7)
PC3 <= 1.640775
PC5 > 2.881409
PC18 <= -1.154317
PC78 <= 2.492486
-> class 0\|2 [0.905]
Rule 5/92: (129.3/11.5, lift 9.7)
PC3 <= 1.640775
PC7 > -0.7458541
PC10 <= -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
PC21 <= 0.153072
PC37 <= 1.807821
PC78 <= 2.492486
PC95 <= 0.1830176
-> class 0\|2 [0.905]
Rule 5/93: (48.5/4.6, lift 9.5)
PC2 > 2.433167
PC7 > -0.7458541
PC26 > -0.1339708
PC70 > 2.791212
PC78 > 2.492486
-> class 0\|2 [0.889]
Rule 5/94: (6.3, lift 9.4)
PC10 <= -2.278349
PC18 <= -0.3695138
PC52 > -1.887242
PC57 <= -1.847997
PC73 <= 2.295397
-> class 0\|2 [0.880]
Rule 5/95: (31.8/3.2, lift 9.3)
PC2 > 2.433167
PC7 > 0.2238975
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.052136
-> class 0\|2 [0.876]
Rule 5/96: (88/11, lift 9.3)
PC3 <= -4.248789
PC4 > -7.83144
PC16 <= 2.936707
PC18 <= -1.154317
PC40 > -2.798079
PC52 > -1.887242
PC73 <= 2.295397
PC93 <= 0.9257153
-> class 0\|2 [0.867]
Rule 5/97: (74.7/9.4, lift 9.2)
PC10 > -2.278349
PC18 <= -1.154317
PC20 <= 4.851933
PC30 > 1.385025
PC40 > -2.798079
PC41 <= 0.4318216
PC49 <= 0.6367925
PC52 > -1.887242
PC78 <= 2.492486
PC93 <= 0.9257153
-> class 0\|2 [0.864]
Rule 5/98: (7.2/0.3, lift 9.2)
PC10 <= -2.278349
PC15 <= 0.7178741
PC18 <= -0.3695138
PC32 > -1.684031
PC77 <= -0.7020626
PC86 <= 0.6945281
-> class 0\|2 [0.863]
Rule 5/99: (21.4/2.4, lift 9.1)
PC2 > 2.433167
PC3 > -4.248789
PC18 <= -1.154317
PC27 > -6.738084
PC41 <= 0.4318216
PC71 > 0.848321
PC73 <= 2.295397
PC93 <= 0.9257153
-> class 0\|2 [0.855]
Rule 5/100: (4.3, lift 9.0)
PC18 > -1.154317
PC18 <= -0.3695138
PC83 > 4.062682
-> class 0\|2 [0.842]
Rule 5/101: (64.1/10.4, lift 8.8)
PC6 > -0.8755581
PC10 > -2.278349
PC18 <= -1.154317
PC20 <= 4.851933
PC52 > -1.887242
PC57 > 1.126196
PC73 <= 2.295397
PC93 <= 0.9257153
-> class 0\|2 [0.827]
Rule 5/102: (48.2/7.8, lift 8.8)
PC2 > 2.433167
PC3 <= 1.640775
PC7 > -0.7458541
PC10 > -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
PC22 > 0.2684914
-> class 0\|2 [0.825]
Rule 5/103: (3.4, lift 8.7)
PC4 <= -6.998941
PC52 <= -1.887242
PC73 <= 2.295397
-> class 0\|2 [0.816]
Rule 5/104: (69.6, lift 10.1)
PC2 > 2.433167
PC15 <= 0.7178741
PC18 <= -1.154317
PC73 > 2.295397
PC78 <= 2.492486
-> class 0\|3 [0.986]
Rule 5/105: (78.5/0.3, lift 10.1)
PC18 <= -0.3695138
PC20 > 4.851933
PC27 > -6.738084
-> class 0\|3 [0.984]
Rule 5/106: (89/0.5, lift 10.1)
PC2 > 2.433167
PC7 > -0.3593628
PC7 <= 0.2238975
PC11 <= -0.05206308
PC18 > -0.3695138
PC18 <= 2.052136
PC26 > -0.7180865
PC47 > -1.618971
-> class 0\|3 [0.983]
Rule 5/107: (52, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC16 > 2.936707
-> class 0\|3 [0.981]
Rule 5/108: (36.5, lift 10.0)
PC15 <= 0.7178741
PC18 <= -0.3695138
PC28 <= -1.425636
PC37 <= -1.466527
-> class 0\|3 [0.974]
Rule 5/109: (155.1/3.4, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC4 > -6.926954
PC7 > -0.7458541
PC10 > -0.9260765
PC17 <= 0.4362784
PC18 > -1.154317
PC18 <= -0.3695138
PC22 <= 0.2684914
PC25 <= 1.660998
PC29 <= 2.095582
PC37 <= 1.209525
PC55 <= 0.4319229
PC77 > -1.804982
PC83 <= 4.062682
-> class 0\|3 [0.972]
Rule 5/110: (33.2, lift 9.9)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC46 > 2.26159
-> class 0\|3 [0.972]
Rule 5/111: (23.8, lift 9.8)
PC5 <= 2.881409
PC14 <= -0.9336166
PC15 <= 0.7178741
PC18 <= -1.154317
PC28 <= -1.425636
-> class 0\|3 [0.961]
Rule 5/112: (19.7, lift 9.8)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.881409
PC15 > 0.7178741
PC18 <= -0.3695138
PC90 > 2.315367
-> class 0\|3 [0.954]
Rule 5/113: (49.7/1.6, lift 9.7)
PC18 > -0.3695138
PC18 <= 2.052136
PC20 <= -4.604566
PC47 > -1.618971
-> class 0\|3 [0.950]
Rule 5/114: (17.7/0.3, lift 9.6)
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -0.3695138
PC26 <= -0.1339708
PC78 > 2.492486
-> class 0\|3 [0.936]
Rule 5/115: (13.1, lift 9.6)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.052136
PC47 > -1.618971
PC67 > 0.7323884
-> class 0\|3 [0.934]
Rule 5/116: (93.8/7.3, lift 9.4)
PC10 <= -0.9260765
PC18 <= -0.3695138
PC21 > 0.153072
PC37 <= 1.807821
-> class 0\|3 [0.914]
Rule 5/117: (8.5, lift 9.3)
PC2 > 2.433167
PC3 <= 1.640775
PC4 > -0.6150046
PC18 <= -0.3695138
PC28 > 0.1777334
PC41 > 0.4318216
PC60 <= -0.299144
PC86 > -2.895445
-> class 0\|3 [0.904]
Rule 5/118: (16.2/0.8, lift 9.2)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.3695138
PC22 > 1.940598
PC41 <= 0.4318216
-> class 0\|3 [0.902]
Rule 5/119: (8.1, lift 9.2)
PC10 <= -0.9260765
PC18 > -1.154317
PC18 <= -0.3695138
PC37 > 1.807821
-> class 0\|3 [0.901]
Rule 5/120: (9.5/0.3, lift 9.1)
PC7 <= -0.7458541
PC18 <= -0.3695138
PC41 <= 0.4318216
PC90 <= -1.516673
-> class 0\|3 [0.891]
Rule 5/121: (6.7, lift 9.1)
PC13 > 6.929861
PC47 > -1.618971
PC69 > 7.598943
-> class 0\|3 [0.885]
Rule 5/122: (35.2/8.8, lift 7.5)
PC2 > 2.433167
PC18 > -0.3695138
PC86 > 4.013646
-> class 0\|3 [0.737]
Rule 5/123: (73.7/22.4, lift 7.1)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.881409
PC7 > -0.7458541
PC15 > 0.7178741
PC18 <= -0.3695138
PC32 <= 2.436442
PC78 <= 2.492486
PC91 <= -0.737647
-> class 0\|3 [0.691]
Rule 5/124: (1976.3/624.1, lift 7.0)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.881409
PC7 > -0.7458541
PC15 <= 0.7178741
PC18 <= -1.154317
PC28 > -1.425636
PC32 <= 2.436442
PC78 <= 2.492486
-> class 0\|3 [0.684]
Rule 5/125: (277.2/1.9, lift 20.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC6 <= 6.346857
PC9 > 0.3700113
PC19 > -0.6420646
PC96 > 0.1793587
-> class 1\|0 [0.990]
Rule 5/126: (85, lift 20.5)
PC2 <= 2.433167
PC3 > 0.775887
PC11 <= 2.631452
PC16 <= -0.1836496
PC29 <= 0.3369401
PC44 > -0.8625963
PC68 > -2.002274
PC85 <= -0.5124825
-> class 1\|0 [0.989]
Rule 5/127: (403.6/5.8, lift 20.4)
PC1 > -0.3033008
PC3 <= 0.589895
PC6 <= 6.346857
PC9 > 0.3700113
PC10 > -0.6825619
PC10 <= 0.9597409
PC11 <= 0.8870341
PC42 <= 1.932246
PC47 <= 2.192351
PC54 <= 2.085783
PC90 <= 0.8516738
PC98 <= 0.2313149
-> class 1\|0 [0.983]
Rule 5/128: (55/0.3, lift 20.3)
PC3 > 1.640775
PC12 <= -0.05653552
PC19 > 0.2277115
PC47 > -0.295758
PC50 <= 0.4534797
PC65 > -0.1389549
PC88 > -0.332183
-> class 1\|0 [0.978]
Rule 5/129: (44.3, lift 20.3)
PC2 > 2.433167
PC3 > 1.640775
PC47 > 1.119763
PC64 > -1.42413
PC65 > -0.1389549
-> class 1\|0 [0.978]
Rule 5/130: (38.2, lift 20.3)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC9 > 0.3700113
PC19 > -0.6420646
PC99 > 1.56498
-> class 1\|0 [0.975]
Rule 5/131: (183.4/3.8, lift 20.2)
PC1 > -0.282883
PC3 > 1.640775
PC8 > -3.622398
PC15 > 0.5365294
PC16 <= -0.8879908
PC18 <= 0.7304769
PC25 > -0.02772866
PC33 > -0.545204
PC47 > -0.2840592
PC50 <= 0.4534797
PC55 <= 0.1319331
PC59 <= 0.4615932
PC65 > -0.1389549
PC77 <= 0.6817007
PC87 <= 0.2548311
PC88 > -0.332183
PC99 <= 1.22902
-> class 1\|0 [0.974]
Rule 5/132: (35.3, lift 20.2)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC9 > 0.3700113
PC19 > -0.6420646
PC40 <= -1.353911
-> class 1\|0 [0.973]
Rule 5/133: (24.3, lift 20.0)
PC3 > 0.775887
PC16 <= -0.1836496
PC19 > 2.850371
-> class 1\|0 [0.962]
Rule 5/134: (16.8, lift 19.7)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC8 > -3.76792
PC50 > 0.5827398
-> class 1\|0 [0.947]
Rule 5/135: (31.4/1, lift 19.5)
PC2 > 2.433167
PC3 > 1.640775
PC15 > 2.462215
-> class 1\|0 [0.939]
Rule 5/136: (235.4/19.7, lift 19.0)
PC2 > 0.7733353
PC2 <= 2.433167
PC3 <= 0.775887
PC10 > -0.6825619
-> class 1\|0 [0.913]
Rule 5/137: (9.2, lift 18.9)
PC2 <= 2.433167
PC16 <= -2.732392
PC68 <= -2.002274
-> class 1\|0 [0.911]
Rule 5/138: (38.1/7.1, lift 16.6)
PC2 <= 2.433167
PC3 > 0.775887
PC11 <= 2.631452
PC16 <= -0.1836496
PC17 > 0.2834354
PC44 > -0.8625963
-> class 1\|0 [0.798]
Rule 5/139: (135.7, lift 18.4)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.462215
PC16 <= -0.8879908
PC65 <= -0.1389549
-> class 1\|1 [0.993]
Rule 5/140: (212.4/2.3, lift 18.3)
PC2 <= 2.433167
PC3 > 0.775887
PC11 <= 2.631452
PC16 <= -0.1836496
PC17 <= 0.2834354
PC44 > -0.8625963
PC68 > -2.002274
PC77 > -1.123795
PC85 > -0.5124825
PC92 <= 0.3483158
PC99 <= 1.762854
-> class 1\|1 [0.984]
Rule 5/141: (58.5, lift 18.3)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC25 <= -0.02772866
-> class 1\|1 [0.983]
Rule 5/142: (56.4, lift 18.3)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC47 <= -0.295758
-> class 1\|1 [0.983]
Rule 5/143: (54.6, lift 18.3)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7574617
PC16 > -0.8879908
PC19 > -0.4057077
PC39 > 0.009965414
PC51 > -0.2646658
-> class 1\|1 [0.982]
Rule 5/144: (47.3, lift 18.2)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC47 <= 1.119763
PC87 > 0.2548311
PC88 > -0.332183
-> class 1\|1 [0.980]
Rule 5/145: (57/0.3, lift 18.2)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC5 > -5.491686
PC7 > -5.653081
PC9 <= 0.3700113
PC10 > -0.6825619
PC21 <= 0.9163498
PC24 <= 0.09102268
PC35 <= 0.174559
PC43 > -1.318185
PC66 <= 0.309032
-> class 1\|1 [0.979]
Rule 5/146: (42.8, lift 18.2)
PC2 > 2.433167
PC8 <= -3.622398
PC16 <= -0.8879908
-> class 1\|1 [0.978]
Rule 5/147: (44.4, lift 18.2)
PC2 > 2.433167
PC3 > 1.640775
PC15 > 0.5365294
PC33 <= -0.545204
-> class 1\|1 [0.978]
Rule 5/148: (72.9/0.8, lift 18.1)
PC1 > -0.3033008
PC2 <= 0.7733353
PC3 <= 0.775887
PC6 > 6.346857
PC19 > -0.6420646
PC40 > -1.353911
PC99 <= 1.56498
-> class 1\|1 [0.976]
Rule 5/149: (29.9, lift 18.0)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC19 <= 0.2277115
PC47 <= -0.2840592
-> class 1\|1 [0.969]
Rule 5/150: (103.1/2.5, lift 18.0)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.462215
PC16 <= -0.8879908
PC47 <= 1.119763
PC50 > 0.4534797
-> class 1\|1 [0.967]
Rule 5/151: (40.2/0.5, lift 17.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC10 > 0.9597409
PC19 > -0.6420646
-> class 1\|1 [0.964]
Rule 5/152: (24, lift 17.9)
PC2 > 2.433167
PC3 > 1.640775
PC12 > -0.05653552
PC16 <= -0.8879908
-> class 1\|1 [0.962]
Rule 5/153: (63.6/1.6, lift 17.9)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.462215
PC16 <= -0.8879908
PC47 <= 1.119763
PC88 <= -0.332183
-> class 1\|1 [0.961]
Rule 5/154: (29.6/0.3, lift 17.8)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC19 <= 0.2277115
PC47 <= 1.119763
PC55 > 0.1319331
PC88 > -0.332183
-> class 1\|1 [0.960]
Rule 5/155: (21.3, lift 17.8)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC99 > 1.22902
-> class 1\|1 [0.957]
Rule 5/156: (20.9, lift 17.8)
PC3 > 1.640775
PC16 <= -0.8879908
PC18 > 0.7304769
PC47 <= 1.119763
-> class 1\|1 [0.956]
Rule 5/157: (18.5, lift 17.7)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.462215
PC16 <= -0.8879908
PC47 <= 1.119763
PC77 > 0.6817007
-> class 1\|1 [0.951]
Rule 5/158: (15.8, lift 17.5)
PC2 > -9.236844
PC2 <= 2.433167
PC6 <= -4.030584
PC8 <= -0.2123148
PC9 <= 0.3700113
PC21 <= 0.9163498
PC50 <= 0.5827398
-> class 1\|1 [0.944]
Rule 5/159: (15.8, lift 17.5)
PC1 > -0.5890457
PC3 <= 0.589895
PC9 > 0.3700113
PC11 > 0.8870341
PC19 > -0.6420646
PC96 <= 0.1793587
-> class 1\|1 [0.944]
Rule 5/160: (19.9/0.3, lift 17.5)
PC1 <= -0.282883
PC3 > 1.640775
PC16 <= -0.8879908
PC19 <= 0.2277115
-> class 1\|1 [0.942]
Rule 5/161: (13, lift 17.3)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 0.5365294
PC16 <= -0.8879908
PC19 <= 0.2277115
-> class 1\|1 [0.933]
Rule 5/162: (36.9/1.9, lift 17.2)
PC2 <= 2.433167
PC3 > 0.589895
PC3 <= 0.775887
PC6 <= 6.346857
PC9 > 0.3700113
PC96 <= 0.1793587
-> class 1\|1 [0.926]
Rule 5/163: (10.9, lift 17.1)
PC2 <= 2.433167
PC3 > 0.775887
PC5 <= 5.305017
PC16 > -0.1836496
PC25 <= -0.05361462
PC42 <= -0.5318255
-> class 1\|1 [0.922]
Rule 5/164: (12.9/0.3, lift 17.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 > -3.76792
PC12 > 1.877867
PC14 > -1.848832
PC25 > -0.05361462
PC42 <= -0.5318255
-> class 1\|1 [0.916]
Rule 5/165: (9.6, lift 17.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC8 > -3.76792
PC19 > -0.6420646
PC42 > 1.932246
-> class 1\|1 [0.914]
Rule 5/166: (9.4, lift 16.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC19 > -0.6420646
PC47 > 2.192351
-> class 1\|1 [0.912]
Rule 5/167: (16.5/0.8, lift 16.8)
PC3 > 1.640775
PC6 <= -1.710813
PC15 > -0.7574617
PC16 > -0.8879908
PC23 > 0.6688128
-> class 1\|1 [0.904]
Rule 5/168: (44.4/3.8, lift 16.7)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC19 <= 0.2277115
PC59 > 0.4615932
-> class 1\|1 [0.898]
Rule 5/169: (12.2/0.5, lift 16.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC8 > -3.76792
PC19 > -0.6420646
PC90 > 0.8516738
-> class 1\|1 [0.892]
Rule 5/170: (9.5/0.3, lift 16.5)
PC1 > -0.5890457
PC2 <= 2.433167
PC11 <= 2.631452
PC16 <= -0.1836496
PC29 > 0.3369401
PC68 > -2.002274
PC85 <= -0.5124825
-> class 1\|1 [0.890]
Rule 5/171: (5.9, lift 16.2)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7574617
PC93 <= -1.031247
-> class 1\|1 [0.873]
Rule 5/172: (25.2/2.9, lift 15.9)
PC1 > -0.3033008
PC3 <= 0.775887
PC9 > 0.3700113
PC11 <= 0.8870341
PC96 <= 0.1793587
PC98 > 0.2313149
-> class 1\|1 [0.855]
Rule 5/173: (27.6/3.7, lift 15.6)
PC2 <= 2.433167
PC5 > 5.305017
PC82 <= -0.7867185
-> class 1\|1 [0.841]
Rule 5/174: (17.1/2.3, lift 15.4)
PC1 > -0.5890457
PC1 <= -0.3033008
PC2 <= 2.433167
PC9 > 0.3700113
-> class 1\|1 [0.829]
Rule 5/175: (147.4/26, lift 15.2)
PC2 > 2.433167
PC3 > 1.640775
PC15 > 0.5349724
PC23 <= 0.6688128
PC64 <= -0.09168406
-> class 1\|1 [0.819]
Rule 5/176: (26.5/4.9, lift 14.8)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC11 <= 0.8870341
PC42 <= 1.932246
PC54 > 2.085783
PC96 <= 0.1793587
-> class 1\|1 [0.794]
Rule 5/177: (11.7/2.6, lift 13.7)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC10 > -0.6825619
PC13 > 0.3615772
PC43 > -1.318185
-> class 1\|1 [0.737]
Rule 5/178: (29/10.3, lift 11.8)
PC2 <= 2.433167
PC3 > 0.775887
PC5 <= 5.305017
PC7 <= -4.564553
PC14 > -1.848832
PC16 > -0.1836496
-> class 1\|1 [0.634]
Rule 5/179: (43.3/24.1, lift 8.3)
PC3 > 0.775887
PC14 <= -1.848832
PC16 > -0.1836496
-> class 1\|1 [0.446]
Rule 5/180: (184.7/0.3, lift 16.3)
PC2 > 2.433167
PC6 <= -1.710813
PC15 > -0.7574617
PC15 <= 0.5349724
PC16 > -0.8879908
PC23 <= 0.6688128
PC39 <= 0.009965414
PC93 > -1.031247
-> class 1\|2 [0.993]
Rule 5/181: (109.3/0.3, lift 16.3)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7574617
PC16 > -0.8879908
PC23 <= 0.6688128
PC39 <= 0.009965414
PC64 > -0.09168406
-> class 1\|2 [0.989]
Rule 5/182: (76.1, lift 16.2)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= -0.7574617
PC32 <= 0.1903198
PC38 <= 0.1873272
PC46 > -1.441762
-> class 1\|2 [0.987]
Rule 5/183: (57.7, lift 16.2)
PC2 <= 2.433167
PC3 > 0.775887
PC42 > -0.5318255
PC53 <= 1.054723
PC84 > 0.5271546
-> class 1\|2 [0.983]
Rule 5/184: (58.8/0.3, lift 16.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC9 <= 0.3700113
PC13 <= -0.03395761
PC43 <= -1.318185
-> class 1\|2 [0.979]
Rule 5/185: (45.8, lift 16.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 > -3.76792
PC16 > -0.1836496
PC42 > -0.5318255
PC98 <= -0.7726843
-> class 1\|2 [0.979]
Rule 5/186: (38.8, lift 16.0)
PC3 > 0.775887
PC10 > -0.6825619
PC19 <= 2.850371
PC85 > -0.5124825
PC99 > 1.762854
-> class 1\|2 [0.976]
Rule 5/187: (26.8, lift 15.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.76792
PC70 <= -0.571225
-> class 1\|2 [0.965]
Rule 5/188: (23.6, lift 15.8)
PC3 > 0.775887
PC10 > -0.6825619
PC11 > 2.631452
PC14 <= 1.817043
PC16 <= -0.1836496
-> class 1\|2 [0.961]
Rule 5/189: (56.6/1.9, lift 15.6)
PC3 <= 0.775887
PC5 <= -5.491686
PC9 <= 0.3700113
-> class 1\|2 [0.951]
Rule 5/190: (18.9/0.3, lift 15.5)
PC2 <= 2.433167
PC3 > 0.775887
PC10 > -0.6825619
PC16 <= -0.1836496
PC17 <= 0.2834354
PC19 <= 2.850371
PC68 > -2.002274
PC85 > -0.5124825
PC92 > 0.3483158
-> class 1\|2 [0.940]
Rule 5/191: (28.8/1.9, lift 14.9)
PC2 <= 2.433167
PC3 > 0.775887
PC10 > -0.6825619
PC14 <= 1.817043
PC16 <= -0.1836496
PC44 <= -0.8625963
-> class 1\|2 [0.907]
Rule 5/192: (9.8/1, lift 13.6)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.8879908
PC19 <= -0.4057077
PC39 > 0.009965414
-> class 1\|2 [0.827]
Rule 5/193: (54.2/10.1, lift 13.2)
PC1 > -0.5890457
PC2 <= 2.433167
PC10 <= -0.6825619
PC50 <= -0.5267128
-> class 1\|2 [0.802]
Rule 5/194: (2.6, lift 12.9)
PC3 <= 0.775887
PC7 <= -5.653081
PC10 > -0.6825619
-> class 1\|2 [0.783]
Rule 5/195: (100/26.1, lift 12.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC9 > 0.3700113
PC19 <= -0.6420646
-> class 1\|2 [0.734]
Rule 5/196: (1745.5/844, lift 8.5)
PC3 > 0.775887
PC10 > -0.6825619
PC14 > -1.848832
PC16 > -0.1836496
-> class 1\|2 [0.516]
Rule 5/197: (135.6, lift 15.6)
PC2 <= 2.433167
PC3 > 0.775887
PC5 > -5.826404
PC5 <= 5.305017
PC11 > -1.446019
PC16 > -0.1836496
PC42 > -0.5318255
PC50 > -0.3837287
PC53 <= 1.054723
PC84 <= 0.5271546
PC87 <= -0.06193828
PC98 > -0.7726843
PC100 > -1.181732
-> class 1\|3 [0.993]
Rule 5/198: (256.9/1.9, lift 15.5)
PC2 <= 2.433167
PC3 > 0.775887
PC4 <= 0.7412579
PC11 > -1.446019
PC16 > -0.1836496
PC42 > -0.1119882
PC47 <= 1.403853
PC50 <= -0.3837287
PC60 > -0.863675
PC84 <= 0.5271546
PC98 > -0.7726843
-> class 1\|3 [0.989]
Rule 5/199: (82.7/1, lift 15.3)
PC2 <= 2.433167
PC3 > 0.775887
PC5 <= 5.305017
PC7 > -4.564553
PC13 > -0.3771972
PC16 > -0.1836496
PC40 <= 0.004228344
PC42 > -0.5318255
PC50 > -0.3837287
PC53 <= 1.054723
PC98 > -0.7726843
-> class 1\|3 [0.976]
Rule 5/200: (157/3.1, lift 15.3)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= -0.7574617
PC27 <= 0.4645678
PC38 > 0.1873272
-> class 1\|3 [0.974]
Rule 5/201: (33.7, lift 15.2)
PC2 <= 2.433167
PC3 > 0.775887
PC5 <= 5.305017
PC11 > -1.446019
PC13 > -0.3771972
PC16 > -0.1836496
PC42 > -0.5318255
PC84 <= -0.4729384
PC98 > -0.7726843
-> class 1\|3 [0.972]
Rule 5/202: (37.3/0.3, lift 15.2)
PC2 <= 2.433167
PC3 > 0.775887
PC3 <= 0.9762403
PC4 <= 0.7412579
PC16 > -0.1836496
PC42 > -0.5318255
PC87 > -0.06193828
-> class 1\|3 [0.968]
Rule 5/203: (78/1.8, lift 15.1)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= -0.7574617
PC32 > 0.1903198
-> class 1\|3 [0.965]
Rule 5/204: (25.9/0.5, lift 14.8)
PC3 > 0.775887
PC10 > -0.6825619
PC14 > 1.817043
PC16 <= -0.1836496
-> class 1\|3 [0.945]
Rule 5/205: (14, lift 14.7)
PC2 <= 2.433167
PC3 > 0.775887
PC5 <= 5.305017
PC42 <= -0.5318255
PC80 <= -1.360059
-> class 1\|3 [0.937]
Rule 5/206: (13.9, lift 14.7)
PC3 > 0.775887
PC5 <= 5.305017
PC11 <= -1.446019
PC14 > -0.7315499
PC16 > -0.1836496
-> class 1\|3 [0.937]
Rule 5/207: (50.2/3.1, lift 14.4)
PC3 > 0.775887
PC5 <= 5.305017
PC11 > -1.446019
PC11 <= -1.260302
PC53 <= 1.054723
PC98 > -0.7726843
-> class 1\|3 [0.921]
Rule 5/208: (19.9/0.8, lift 14.4)
PC3 > 0.775887
PC5 <= 5.305017
PC11 <= -1.446019
PC16 > -0.1836496
PC65 > 0.2479686
PC88 > 0.06140692
-> class 1\|3 [0.919]
Rule 5/209: (9.4, lift 14.3)
PC3 > 0.775887
PC5 <= 5.305017
PC23 > 2.792939
PC65 > 0.2479686
-> class 1\|3 [0.912]
Rule 5/210: (7.2, lift 14.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC5 <= 5.305017
PC11 <= -1.446019
PC51 > 0.2491053
PC65 > 0.2479686
-> class 1\|3 [0.891]
Rule 5/211: (45.5/4.7, lift 13.8)
PC2 > 2.433167
PC3 > 1.640775
PC6 > -1.710813
PC16 > -0.8879908
PC39 <= 0.009965414
-> class 1\|3 [0.880]
Rule 5/212: (3.8, lift 12.9)
PC3 > 0.775887
PC16 > -0.1836496
PC98 > -0.7726843
PC98 <= -0.7400265
-> class 1\|3 [0.826]
Rule 5/213: (96.7/18.2, lift 12.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC9 <= 0.3700113
PC10 > -0.6825619
PC13 > -0.03395761
PC43 <= -1.318185
-> class 1\|3 [0.806]
Rule 5/214: (63.6/16.8, lift 11.4)
PC3 > 0.775887
PC10 > -0.6825619
PC16 > -2.732392
PC16 <= -0.1836496
PC68 <= -2.002274
-> class 1\|3 [0.728]
Rule 5/215: (775.6/330.9, lift 9.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 > -3.76792
PC10 <= -0.6825619
PC31 > 0.06491774
PC50 > -0.5267128
PC94 <= 0.09293605
-> class 1\|3 [0.573]
Rule 5/216: (562.7/0.3, lift 13.2)
PC8 > 2.595427
PC19 <= -0.03561153
PC21 > -0.248798
PC32 > -0.09435069
PC36 <= 0.347074
PC42 > -0.3007106
PC59 <= 0.3014351
PC60 > -0.5047136
PC63 <= 0.1868706
-> class 2\|0 [0.998]
Rule 5/217: (369.6, lift 13.2)
PC8 > 2.595427
PC11 > -0.9337804
PC21 > -0.248798
PC32 > -0.09435069
PC42 > -0.3007106
PC60 > -0.5047136
PC63 <= 0.1868706
PC67 > -0.2145332
PC88 <= 0.1606065
-> class 2\|0 [0.997]
Rule 5/218: (71.7, lift 13.1)
PC1 > -0.5890457
PC8 > -3.76792
PC9 <= 0.3700113
PC13 <= 0.3615772
PC21 > 0.9163498
PC59 <= 0.2375646
-> class 2\|0 [0.986]
Rule 5/219: (59.9, lift 13.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC9 <= 0.3700113
PC13 <= 0.3615772
PC21 > 0.9163498
PC63 <= -0.08586506
-> class 2\|0 [0.984]
Rule 5/220: (189.7/2.5, lift 13.0)
PC1 <= -0.5890457
PC8 > -0.2057522
PC10 <= -0.1320915
PC19 <= -1.411342
PC54 > -1.136024
PC73 <= 0.4342559
-> class 2\|0 [0.982]
Rule 5/221: (29.2, lift 12.8)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC13 <= 0.3615772
PC21 > 0.9163498
PC65 > 0.9948497
-> class 2\|0 [0.968]
Rule 5/222: (45.2/0.8, lift 12.8)
PC8 > 2.595427
PC15 <= -2.069242
PC21 > -0.248798
-> class 2\|0 [0.962]
Rule 5/223: (573.5/21.9, lift 12.7)
PC1 <= -0.5890457
PC8 > 2.595427
PC11 > -0.9337804
PC16 <= 0.6341237
PC19 <= -0.3238951
PC21 > -0.248798
PC70 <= -0.03741665
PC71 <= 0.9127713
PC82 <= 0.5419859
-> class 2\|0 [0.960]
Rule 5/224: (20.1, lift 12.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 <= -0.1320915
PC73 > 0.4342559
-> class 2\|0 [0.955]
Rule 5/225: (588.8/37, lift 12.4)
PC8 > 2.595427
PC11 > -0.9337804
PC16 <= 0.6341237
PC21 > -0.248798
PC23 <= 0.1995347
PC34 <= 0.9708664
PC46 <= 1.244628
PC60 > -0.5047136
PC68 > -2.476314
PC70 <= 0.155108
PC71 <= 0.9127713
PC73 <= 0.433028
-> class 2\|0 [0.936]
Rule 5/226: (42.9/2.1, lift 12.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC28 <= 0.08376142
PC31 <= -0.2166641
PC37 <= 0.03817603
PC44 > 0.6070068
-> class 2\|0 [0.930]
Rule 5/227: (45.2/3.4, lift 12.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 <= -0.1320915
PC32 <= 1.303632
PC54 <= -1.136024
PC92 <= 0.3629796
-> class 2\|0 [0.906]
Rule 5/228: (385.3/55.2, lift 11.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC10 <= -0.1320915
PC32 > 1.303632
-> class 2\|0 [0.855]
Rule 5/229: (4.8, lift 11.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC43 <= -0.3795367
PC44 > 0.6070068
-> class 2\|0 [0.852]
Rule 5/230: (20.3/6.4, lift 8.8)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC10 > -0.1320915
PC11 > -2.089843
PC24 <= 0.9605203
PC31 > -0.2166641
PC44 > 0.6070068
PC79 > 0.158768
-> class 2\|0 [0.667]
Rule 5/231: (133.2, lift 9.9)
PC1 <= -0.5890457
PC8 > 2.595427
PC21 <= -0.248798
PC22 > -1.120517
-> class 2\|1 [0.993]
Rule 5/232: (100.5, lift 9.8)
PC1 <= -0.5890457
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC53 <= -1.324708
PC68 <= 1.367021
-> class 2\|1 [0.990]
Rule 5/233: (137.7/0.5, lift 9.8)
PC1 <= -0.5890457
PC8 > 2.595427
PC19 > -0.03561153
PC88 > 0.1606065
-> class 2\|1 [0.989]
Rule 5/234: (80.9, lift 9.8)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC32 > 1.053505
PC92 <= 0.4178481
-> class 2\|1 [0.988]
Rule 5/235: (82.3, lift 9.8)
PC1 <= -0.5890457
PC8 > 2.595427
PC11 <= -0.9337804
-> class 2\|1 [0.988]
Rule 5/236: (68.7, lift 9.8)
PC1 <= -0.5890457
PC8 > 2.595427
PC32 <= -0.09435069
PC46 > 1.244628
-> class 2\|1 [0.986]
Rule 5/237: (54.1, lift 9.8)
PC1 > -0.5890457
PC10 > -0.6825619
PC13 <= 0.3615772
PC21 > 0.9163498
PC59 > 0.2375646
PC63 > -0.08586506
PC65 <= 0.9948497
-> class 2\|1 [0.982]
Rule 5/238: (75.5/0.5, lift 9.7)
PC1 <= -0.5890457
PC8 > 2.595427
PC36 <= 0.347074
PC70 > 0.155108
PC73 <= 0.433028
-> class 2\|1 [0.980]
Rule 5/239: (200.7/3.2, lift 9.7)
PC1 <= -0.5890457
PC8 > 2.595427
PC15 > -2.069242
PC21 > -0.248798
PC60 <= -0.5047136
PC69 <= 0.3446607
PC70 > -0.03741665
-> class 2\|1 [0.979]
Rule 5/240: (58.4/0.3, lift 9.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC12 > -2.916569
PC32 <= 1.053505
PC44 <= 0.6070068
PC88 <= -0.507089
-> class 2\|1 [0.979]
Rule 5/241: (226.7/4, lift 9.7)
PC1 <= -0.5890457
PC8 > 1.287458
PC8 <= 2.595427
PC10 > -0.1320915
PC12 > -2.916569
PC20 <= 0.1545295
PC44 <= 0.6070068
PC59 > -0.5757471
PC61 <= 1.54535
-> class 2\|1 [0.978]
Rule 5/242: (44.2, lift 9.7)
PC1 <= -0.5890457
PC8 > -0.2057522
PC26 <= -3.187758
PC32 <= 1.053505
-> class 2\|1 [0.978]
Rule 5/243: (106.4/1.9, lift 9.7)
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC12 > -2.916569
PC21 > 1.912971
-> class 2\|1 [0.973]
Rule 5/244: (74.6/1, lift 9.7)
PC1 <= -0.5890457
PC8 > 2.595427
PC21 > -0.248798
PC23 > 0.1995347
PC32 <= -0.09435069
-> class 2\|1 [0.973]
Rule 5/245: (29.8, lift 9.6)
PC1 <= -0.5890457
PC8 > -0.2057522
PC8 <= 2.595427
PC19 <= -2.317307
PC44 <= 0.6070068
-> class 2\|1 [0.969]
Rule 5/246: (29.9, lift 9.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC5 > -5.491686
PC8 > -0.2123148
PC9 <= 0.3700113
PC10 > -0.6825619
PC21 <= 0.9163498
PC24 > 0.09102268
PC43 > -1.318185
PC75 <= 0.8519075
-> class 2\|1 [0.969]
Rule 5/247: (148.4/4.3, lift 9.6)
PC1 <= -0.5890457
PC8 > 2.595427
PC19 > -0.3238951
PC60 <= -0.5047136
-> class 2\|1 [0.964]
Rule 5/248: (32.4/0.3, lift 9.6)
PC1 <= -0.5890457
PC8 > 2.595427
PC36 > 0.347074
PC63 <= 0.1868706
-> class 2\|1 [0.963]
Rule 5/249: (24.9, lift 9.6)
PC2 <= -9.236844
PC8 <= -0.2123148
PC9 <= 0.3700113
-> class 2\|1 [0.963]
Rule 5/250: (242.8/8.3, lift 9.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 <= -0.1320915
PC19 > -1.411342
PC32 <= 1.303632
PC54 > -1.136024
PC69 <= 0.1529557
PC77 > -0.5231497
PC92 <= 0.3629796
-> class 2\|1 [0.962]
Rule 5/251: (23.7, lift 9.6)
PC2 <= 2.433167
PC28 > 0.1440859
PC95 > 1.170255
-> class 2\|1 [0.961]
Rule 5/252: (22.2, lift 9.5)
PC2 <= 2.433167
PC8 > -2.62821
PC43 <= -1.50497
PC48 > 1.269978
-> class 2\|1 [0.959]
Rule 5/253: (33.7/0.5, lift 9.5)
PC1 <= -0.5890457
PC8 > 2.595427
PC32 <= -0.09435069
PC60 > -0.5047136
PC73 > 0.433028
-> class 2\|1 [0.957]
Rule 5/254: (20.8, lift 9.5)
PC1 <= -0.5890457
PC8 > 2.595427
PC71 > 0.9127713
-> class 2\|1 [0.956]
Rule 5/255: (25.6/0.3, lift 9.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC28 <= -0.1979612
PC57 <= -0.100883
-> class 2\|1 [0.954]
Rule 5/256: (80.4/3.1, lift 9.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC34 > 0.9708664
-> class 2\|1 [0.950]
Rule 5/257: (17.8, lift 9.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC43 <= -1.50497
PC54 <= -2.676949
PC100 <= 3.246085
-> class 2\|1 [0.950]
Rule 5/258: (16.1, lift 9.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC20 > 0.1545295
PC27 <= -0.7269049
-> class 2\|1 [0.945]
Rule 5/259: (48.9/1.8, lift 9.4)
PC1 <= -0.5890457
PC8 > 2.595427
PC60 > -0.5047136
PC63 > 0.1868706
-> class 2\|1 [0.944]
Rule 5/260: (236.3/13.4, lift 9.3)
PC1 <= -0.5890457
PC3 > -1.571875
PC6 <= 1.281728
PC8 > -0.2057522
PC8 <= 2.595427
PC9 > -2.879268
PC10 > -0.1320915
PC12 > -2.916569
PC12 <= 2.276712
PC20 <= 0.1545295
PC31 > -1.020629
PC39 <= 0.6850426
PC44 <= 0.6070068
PC53 <= 0.732592
PC59 > -0.5757471
PC60 <= 1.228063
PC61 <= 1.54535
PC63 <= 0.1995853
PC68 <= 1.367021
PC87 <= 2.989131
-> class 2\|1 [0.940]
Rule 5/261: (30.9/1.6, lift 9.2)
PC1 <= -0.5890457
PC8 > 2.595427
PC32 > -0.09435069
PC42 <= -0.3007106
-> class 2\|1 [0.922]
Rule 5/262: (43.4/2.9, lift 9.1)
PC1 <= -0.5890457
PC8 > 2.595427
PC16 > 0.6341237
-> class 2\|1 [0.915]
Rule 5/263: (44.7/3.1, lift 9.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 <= -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC44 <= 0.6070068
PC68 <= 1.367021
-> class 2\|1 [0.912]
Rule 5/264: (81.2/6.6, lift 9.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC12 > -2.916569
PC20 > 0.1545295
PC23 <= 1.9903
PC37 > -0.2784512
PC59 > 0.4961028
-> class 2\|1 [0.909]
Rule 5/265: (14.5/1.3, lift 8.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.5962217
PC8 <= -0.2057522
PC43 > -1.50497
PC57 > -0.100883
PC77 <= 2.311802
PC94 > 0.3633463
PC95 <= 1.170255
-> class 2\|1 [0.861]
Rule 5/266: (89.7/13.1, lift 8.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC10 > -0.1320915
PC12 > -2.916569
PC20 > 0.1545295
PC23 <= 1.9903
PC30 <= -0.07971685
PC44 <= 0.6070068
-> class 2\|1 [0.846]
Rule 5/267: (274.7/113, lift 5.8)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC44 > 0.6070068
-> class 2\|1 [0.588]
Rule 5/268: (331.8/0.5, lift 10.6)
PC1 <= -0.5890457
PC2 > -9.063782
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC9 > -4.402143
PC32 <= 1.546562
PC57 <= -0.100883
PC64 > 0.03916697
PC90 > -0.6953092
PC100 <= 1.694908
-> class 2\|2 [0.995]
Rule 5/269: (108.2/0.3, lift 10.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.5962217
PC32 <= 0.5030831
PC45 <= 0.221448
PC56 > 0.1827861
PC75 > 0.2045518
PC100 <= 3.246085
-> class 2\|2 [0.989]
Rule 5/270: (91.6/0.5, lift 10.5)
PC2 <= 2.433167
PC5 > 0.1581358
PC8 > -2.62821
PC8 <= -0.2057522
PC15 > -0.8904131
PC28 <= 0.1440859
PC32 <= 1.577389
PC95 > 1.170255
PC100 <= 3.246085
-> class 2\|2 [0.984]
Rule 5/271: (73.6/0.3, lift 10.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC19 > -2.317307
PC23 > 1.9903
PC32 <= 1.053505
-> class 2\|2 [0.983]
Rule 5/272: (60.1/0.3, lift 10.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC21 <= -1.146495
PC32 <= 0.5030831
PC45 <= 0.221448
PC75 > 0.2045518
-> class 2\|2 [0.980]
Rule 5/273: (160.1/2.8, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC19 > -2.317307
PC20 > 0.1545295
PC27 > -0.7269049
PC37 <= -0.2784512
PC53 > -1.324708
-> class 2\|2 [0.977]
Rule 5/274: (59.3/0.5, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC24 > 0.6721288
PC57 > -0.100883
PC75 > 0.2045518
-> class 2\|2 [0.975]
Rule 5/275: (85/1.3, lift 10.4)
PC1 <= -0.5890457
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC12 <= -2.916569
PC26 > -3.187758
PC32 <= 1.053505
PC44 <= 0.6070068
-> class 2\|2 [0.974]
Rule 5/276: (34.5, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC19 > -2.317307
PC21 <= 1.912971
PC61 > 1.54535
PC88 > -0.507089
-> class 2\|2 [0.973]
Rule 5/277: (33.3/0.3, lift 10.3)
PC2 <= 2.433167
PC8 <= -0.2057522
PC31 <= 1.244208
PC56 <= -1.552383
PC85 <= -0.4751406
-> class 2\|2 [0.964]
Rule 5/278: (81.6/2.1, lift 10.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -1.225654
PC8 <= -0.2057522
PC16 <= -0.2072645
PC18 > -0.4440501
PC19 > -4.045866
PC32 <= 1.577389
-> class 2\|2 [0.962]
Rule 5/279: (400.5/15.5, lift 10.3)
PC1 <= -0.5890457
PC2 > -9.063782
PC2 <= 2.433167
PC6 <= 7.141766
PC8 > -2.62821
PC8 <= -0.2057522
PC9 > -4.402143
PC32 <= 1.546562
PC51 > -0.1145023
PC57 <= -0.100883
PC60 <= 0.001931978
PC81 <= 0.4810416
PC90 > -0.6953092
PC100 <= 1.694908
-> class 2\|2 [0.959]
Rule 5/280: (21.6, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 1.287458
PC20 <= 0.1545295
PC21 <= 1.912971
PC32 <= 1.053505
PC53 > 0.732592
PC68 <= 1.367021
-> class 2\|2 [0.958]
Rule 5/281: (94.5/3.2, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC40 <= -0.8195521
PC75 > 0.2045518
PC95 <= 1.170255
PC99 <= 1.25466
-> class 2\|2 [0.957]
Rule 5/282: (184.6/6.9, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC43 <= -1.50497
PC45 <= 0.4667475
PC48 <= 1.269978
PC54 > -2.676949
PC62 > -4.324138
PC72 <= 15.48027
-> class 2\|2 [0.957]
Rule 5/283: (20.8, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC32 <= 1.053505
PC44 <= 0.6070068
PC53 > -1.324708
PC58 > -0.9523199
PC60 > 1.228063
-> class 2\|2 [0.956]
Rule 5/284: (19.4, lift 10.2)
PC1 <= -0.5890457
PC8 > -1.225654
PC8 <= -0.5962217
PC18 > -0.4440501
PC19 > -4.045866
PC57 > -0.100883
PC57 <= -0.04728599
-> class 2\|2 [0.953]
Rule 5/285: (64.7/2.1, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -1.225654
PC8 <= -0.2057522
PC14 > 1.58628
PC75 <= 0.2045518
PC95 <= 1.170255
-> class 2\|2 [0.953]
Rule 5/286: (19.3, lift 10.2)
PC2 <= 2.433167
PC3 > -1.571875
PC8 <= 1.287458
PC10 > -0.1320915
PC20 <= 0.1545295
PC21 <= 1.912971
PC32 <= 1.053505
PC39 > 0.6850426
PC59 > -0.5757471
PC68 <= 1.367021
-> class 2\|2 [0.953]
Rule 5/287: (29.1/0.5, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC38 > -1.641967
PC50 <= -0.877485
PC62 > -1.202249
PC75 > 0.2045518
-> class 2\|2 [0.951]
Rule 5/288: (17.5, lift 10.1)
PC1 <= -0.5890457
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 1.287458
PC12 > 2.276712
PC44 <= 0.6070068
PC53 > -1.324708
PC63 <= 0.1995853
-> class 2\|2 [0.949]
Rule 5/289: (124.1/6, lift 10.1)
PC1 <= -0.5890457
PC6 > 1.281728
PC8 > -0.2057522
PC8 <= 1.287458
PC10 > -0.1320915
PC21 <= 1.912971
-> class 2\|2 [0.945]
Rule 5/290: (14.1, lift 10.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.5962217
PC21 > -1.146495
PC32 <= 0.5030831
PC36 > 0.5487258
PC75 > 0.2045518
-> class 2\|2 [0.938]
Rule 5/291: (68.3/3.4, lift 10.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC25 > 0.1849871
PC32 <= 0.5030831
PC45 <= 0.221448
PC75 > 0.2045518
-> class 2\|2 [0.938]
Rule 5/292: (12.9, lift 10.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC32 <= 0.5030831
PC54 > 1.332712
PC62 > -1.202249
PC75 > 0.2045518
-> class 2\|2 [0.933]
Rule 5/293: (10.8, lift 9.9)
PC1 <= -0.5890457
PC8 <= -2.62821
PC31 > 1.244208
PC39 > 0.266601
PC46 <= 0.4310211
-> class 2\|2 [0.922]
Rule 5/294: (9.8, lift 9.8)
PC1 > -0.5890457
PC3 <= 0.775887
PC6 > -4.030584
PC8 <= -0.2123148
PC10 > -0.6825619
PC24 > 0.09102268
PC41 > 0.6103151
PC67 > -0.404483
-> class 2\|2 [0.915]
Rule 5/295: (10.8/0.3, lift 9.6)
PC1 <= -0.5890457
PC8 > -2.62821
PC8 <= -0.5962217
PC45 <= 0.221448
PC62 > -1.202249
PC62 <= -0.9711971
PC75 > 0.2045518
-> class 2\|2 [0.902]
Rule 5/296: (295.3/28.9, lift 9.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 2.595427
PC19 > -2.317307
PC20 > 0.1545295
PC27 > -0.7269049
PC30 > -0.07971685
PC44 <= 0.6070068
PC58 > -0.9523199
PC59 <= 0.4961028
-> class 2\|2 [0.899]
Rule 5/297: (6.9, lift 9.5)
PC1 <= -0.5890457
PC8 > 2.595427
PC21 <= -0.248798
PC22 <= -1.120517
-> class 2\|2 [0.888]
Rule 5/298: (6.4, lift 9.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC10 <= -0.1320915
PC20 > 0.224894
-> class 2\|2 [0.882]
Rule 5/299: (10.8/0.5, lift 9.4)
PC1 <= -0.5890457
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 1.287458
PC9 <= -2.879268
PC44 <= 0.6070068
-> class 2\|2 [0.881]
Rule 5/300: (72.1/8.2, lift 9.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.5962217
PC8 <= -0.2057522
PC18 > -0.4440501
PC38 > -0.1959764
PC43 > -1.50497
PC94 <= 0.3633463
PC99 <= 1.25466
-> class 2\|2 [0.875]
Rule 5/301: (63.5/7.8, lift 9.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.5962217
PC29 <= 0.2709426
PC40 > -0.8195521
PC45 > 0.221448
PC57 > -0.100883
PC62 > -1.202249
PC75 > 0.2045518
PC95 <= 1.170255
PC99 <= 1.25466
-> class 2\|2 [0.866]
Rule 5/302: (147.6/21.9, lift 9.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC46 > 0.4310211
PC60 <= -0.7104926
-> class 2\|2 [0.847]
Rule 5/303: (250.7/42.1, lift 8.9)
PC1 <= -0.5890457
PC3 > -1.571875
PC8 > -0.2057522
PC8 <= 1.287458
PC10 > -0.1320915
PC21 <= 1.912971
PC32 <= 1.053505
PC44 <= 0.6070068
PC53 > -1.324708
PC53 <= 0.732592
PC63 > 0.1995853
PC88 > -0.507089
-> class 2\|2 [0.829]
Rule 5/304: (40.6/7.2, lift 8.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC8 > -0.2123148
PC9 <= 0.3700113
PC21 <= 0.9163498
PC75 > 0.8519075
-> class 2\|2 [0.809]
Rule 5/305: (6.2/0.8, lift 8.4)
PC7 > -0.7601892
PC8 <= -2.62821
PC31 > 1.244208
PC46 <= 0.4310211
-> class 2\|2 [0.782]
Rule 5/306: (6.7/1, lift 8.2)
PC1 <= -0.5890457
PC8 > -1.225654
PC8 <= -0.5962217
PC11 <= -3.588177
-> class 2\|2 [0.764]
Rule 5/307: (10.2/2.1, lift 8.0)
PC1 <= -0.5890457
PC8 <= -2.62821
PC19 > 2.625054
PC46 > 0.4310211
PC60 > -0.7104926
-> class 2\|2 [0.747]
Rule 5/308: (8.3/3, lift 6.5)
PC8 > -1.225654
PC8 <= -1.216225
-> class 2\|2 [0.608]
Rule 5/309: (39.3/17.9, lift 5.8)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC19 > -4.045866
PC32 > 1.577389
PC43 > -1.50497
PC57 > -0.100883
-> class 2\|2 [0.542]
Rule 5/310: (70.4/42.4, lift 4.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC69 > 0.1529557
PC73 <= 0.4342559
-> class 2\|2 [0.400]
Rule 5/311: (529.1/324.9, lift 4.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC92 > 0.4178481
-> class 2\|2 [0.386]
Rule 5/312: (127.5, lift 7.9)
PC1 <= -0.5890457
PC7 <= -0.7601892
PC8 <= -2.62821
PC31 > 1.244208
PC39 <= 0.266601
-> class 2\|3 [0.992]
Rule 5/313: (137.2/0.5, lift 7.9)
PC1 <= -0.5890457
PC8 <= -2.62821
PC11 > -4.141527
PC16 > -0.09176695
PC23 > -0.4546537
PC25 > -0.2111154
PC46 <= 0.4310211
PC85 > -0.4751406
PC85 <= 0.8082542
-> class 2\|3 [0.989]
Rule 5/314: (49.5, lift 7.8)
PC1 <= -0.5890457
PC6 > 7.141766
-> class 2\|3 [0.981]
Rule 5/315: (34.4, lift 7.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC29 > 0.3448451
PC38 > -1.641967
PC49 > 0.2127022
-> class 2\|3 [0.973]
Rule 5/316: (43.1/0.3, lift 7.7)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.76792
PC45 > 0.06872771
-> class 2\|3 [0.972]
Rule 5/317: (42/0.3, lift 7.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC31 <= 1.244208
PC40 <= 0.7687145
PC46 <= 0.4310211
PC78 <= -0.1773245
PC79 > 0.171454
-> class 2\|3 [0.971]
Rule 5/318: (124.5/3.7, lift 7.7)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.76792
PC70 > -0.571225
PC83 <= 0.4963029
PC85 <= 0.4262402
-> class 2\|3 [0.963]
Rule 5/319: (23.3, lift 7.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -0.2057522
PC8 <= 2.595427
PC10 > -0.1320915
PC31 <= -0.2166641
PC37 > 0.03817603
PC44 > 0.6070068
-> class 2\|3 [0.960]
Rule 5/320: (149.5/5.4, lift 7.6)
PC1 <= -0.5890457
PC8 > -1.216225
PC8 <= -0.5962217
PC11 > -3.588177
PC14 > -2.01098
PC14 <= 1.58628
PC16 > -0.2072645
PC29 <= 0.3448451
PC32 <= 1.577389
PC43 > -1.50497
PC57 > -0.04728599
PC67 <= 0.5476908
PC75 <= 0.2045518
PC99 <= 1.25466
-> class 2\|3 [0.957]
Rule 5/321: (21.1, lift 7.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC38 > -1.641967
PC43 > -1.50497
PC57 <= -0.100883
PC77 <= 2.311802
PC100 > 1.694908
-> class 2\|3 [0.957]
Rule 5/322: (22.2/0.3, lift 7.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC25 <= -0.2111154
PC46 <= 0.4310211
PC85 > -0.4751406
PC94 > 0.4433861
-> class 2\|3 [0.948]
Rule 5/323: (49.8/1.8, lift 7.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC43 > -1.50497
PC57 <= -0.100883
PC60 > 0.001931978
PC62 <= 1.499938
PC100 <= 3.246085
-> class 2\|3 [0.945]
Rule 5/324: (429.1/23.6, lift 7.5)
PC1 <= -0.5890457
PC8 > -2.62821
PC8 <= -1.225654
PC18 > -0.4440501
PC19 > -4.045866
PC29 <= 0.3448451
PC32 <= 1.577389
PC43 > -1.50497
PC57 > -0.100883
PC75 <= 0.2045518
PC95 <= 1.170255
PC96 <= 1.260355
-> class 2\|3 [0.943]
Rule 5/325: (156.4/9.9, lift 7.4)
PC1 <= -0.5890457
PC8 <= -2.62821
PC19 <= 2.625054
PC46 > 0.4310211
PC60 > -0.7104926
-> class 2\|3 [0.931]
Rule 5/326: (303.6/21.6, lift 7.4)
PC1 <= -0.5890457
PC8 <= -2.62821
PC19 > -3.052557
PC44 <= 2.923087
PC46 <= 0.4310211
PC56 > -1.552383
PC85 <= -0.4751406
-> class 2\|3 [0.926]
Rule 5/327: (14.3/0.3, lift 7.3)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 > -3.76792
PC10 <= -0.6825619
PC31 <= 0.06491774
-> class 2\|3 [0.922]
Rule 5/328: (10.2, lift 7.3)
PC1 > -0.5890457
PC8 <= -3.76792
PC19 > 3.673504
-> class 2\|3 [0.918]
Rule 5/329: (124.1/9.6, lift 7.3)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC5 > -5.491686
PC6 > -4.030584
PC8 <= -0.2123148
PC10 > -0.6825619
PC21 <= 0.9163498
PC41 <= 0.6103151
PC43 > -1.318185
PC67 > -0.404483
-> class 2\|3 [0.916]
Rule 5/330: (89/8.7, lift 7.1)
PC8 <= -2.62821
PC12 > 1.073398
PC23 > -0.4546537
PC31 <= -0.6573016
PC95 <= 0.1615379
-> class 2\|3 [0.894]
Rule 5/331: (6.7, lift 7.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC5 <= 0.1581358
PC43 > -1.50497
PC57 > -0.100883
PC95 > 1.170255
-> class 2\|3 [0.885]
Rule 5/332: (5.4, lift 6.9)
PC72 > 15.48027
-> class 2\|3 [0.865]
Rule 5/333: (7764.2/5519.9, lift 2.3)
PC1 <= -0.5890457
PC2 <= 2.433167
-> class 2\|3 [0.289]
Rule 5/334: (96.8, lift 22.6)
PC8 <= -2.62821
PC12 > 1.073398
PC25 > -0.2111154
PC31 > -0.6573016
PC78 <= -0.1773245
PC85 > -0.4751406
PC95 <= 0.1615379
-> class 2\|4 [0.990]
Rule 5/335: (93, lift 22.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC11 <= -4.141527
PC20 <= 0.3217192
-> class 2\|4 [0.989]
Rule 5/336: (99.2/0.3, lift 22.6)
PC1 <= -0.5890457
PC8 <= -2.62821
PC16 <= -0.09176695
PC40 > 0.7687145
PC85 > -0.4751406
-> class 2\|4 [0.988]
Rule 5/337: (169.7/1.3, lift 22.5)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.76792
PC19 <= 3.673504
PC45 <= 0.06872771
PC70 > -0.571225
PC85 > 0.4262402
-> class 2\|4 [0.987]
Rule 5/338: (56.6, lift 22.5)
PC1 <= -0.5890457
PC8 <= -2.62821
PC25 <= -0.2111154
PC31 <= 1.244208
PC46 <= 0.4310211
PC85 > -0.4751406
PC94 <= 0.4433861
-> class 2\|4 [0.983]
Rule 5/339: (96.1/0.8, lift 22.4)
PC2 <= 2.433167
PC8 <= -2.62821
PC23 <= -0.4546537
PC31 <= 1.244208
PC46 <= 0.4310211
PC75 <= 0.1006773
PC85 > -0.4751406
-> class 2\|4 [0.982]
Rule 5/340: (163.6/6.4, lift 21.8)
PC8 <= -2.62821
PC9 > -2.382922
PC11 > -4.141527
PC16 <= -0.09176695
PC46 <= 0.4310211
PC76 <= 0.5425289
PC78 <= -0.1773245
PC79 <= 0.171454
PC85 > -0.4751406
PC95 > 0.1615379
-> class 2\|4 [0.955]
Rule 5/341: (27.3/0.5, lift 21.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC24 <= 0.6721288
PC34 <= 0.2257029
PC40 > -0.8195521
PC43 > -1.50497
PC62 <= -1.202249
PC75 > 0.2045518
PC99 <= 1.25466
-> class 2\|4 [0.948]
Rule 5/342: (98.8/4.4, lift 21.6)
PC1 > -0.5890457
PC8 <= -3.76792
PC70 > -0.571225
PC83 > 0.4963029
-> class 2\|4 [0.946]
Rule 5/343: (11.8, lift 21.2)
PC1 <= -0.5890457
PC8 <= -2.62821
PC16 <= -0.09176695
PC23 > -0.4546537
PC64 > 0.2719906
PC78 <= -0.1773245
PC85 > -0.4751406
-> class 2\|4 [0.927]
Rule 5/344: (20.7/0.8, lift 21.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.62821
PC8 <= -0.2057522
PC29 > 0.3448451
PC38 > -1.641967
PC49 <= 0.2127022
-> class 2\|4 [0.922]
Rule 5/345: (91.2/6.5, lift 21.0)
PC1 <= -0.5890457
PC8 <= -2.62821
PC25 > -0.2111154
PC31 <= 1.244208
PC46 <= 0.4310211
PC85 > 0.8082542
-> class 2\|4 [0.920]
Rule 5/346: (8.1, lift 20.6)
PC2 <= 2.433167
PC8 > -2.62821
PC40 > 3.326823
PC43 > -1.50497
PC57 <= -0.100883
-> class 2\|4 [0.901]
Rule 5/347: (35.4/2.9, lift 20.5)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.775887
PC5 > -5.491686
PC21 <= 0.9163498
PC43 > -1.318185
PC67 <= -0.404483
-> class 2\|4 [0.895]
Rule 5/348: (64.6/6.1, lift 20.4)
PC8 <= -2.62821
PC9 > 4.333619
PC46 <= 0.4310211
PC85 > -0.4751406
PC85 <= 0.8082542
-> class 2\|4 [0.894]
Rule 5/349: (5.1, lift 19.6)
PC8 <= -2.62821
PC16 <= -0.09176695
PC46 <= 0.4310211
PC78 <= -0.1773245
PC85 <= 0.8082542
PC88 <= -0.5015736
-> class 2\|4 [0.858]
Rule 5/350: (3.8, lift 18.9)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= -0.2057522
PC43 <= -1.50497
PC45 > 0.4667475
-> class 2\|4 [0.826]
Rule 5/351: (12.5/1.6, lift 18.8)
PC1 <= -3.725634
PC8 <= -2.62821
PC16 <= -0.09176695
PC46 <= 0.4310211
PC78 <= -0.1773245
PC85 > -0.4751406
PC95 <= 0.1615379
-> class 2\|4 [0.824]
Rule 5/352: (115.6/20.8, lift 18.6)
PC1 <= -0.5890457
PC8 <= -0.2057522
PC19 <= -4.045866
PC43 > -1.50497
-> class 2\|4 [0.815]
Rule 5/353: (27.4/17.4, lift 8.5)
PC2 <= 2.433167
PC43 <= -1.50497
PC62 <= -4.324138
-> class 2\|4 [0.373]
Default class: 0\|3
----- Trial 6: -----
Rules:
Rule 6/1: (196.4, lift 14.9)
PC2 <= 6.665872
PC7 > -0.8794407
PC13 <= 8.296689
PC18 > 2.090086
PC19 <= 0.008498676
PC26 <= 0.4859709
PC45 <= 1.486699
PC62 <= 0.175533
PC86 > -0.7933379
PC94 > 0.3544931
PC97 <= 0.2751642
PC98 <= 2.113333
-> class 0\|0 [0.995]
Rule 6/2: (125.4/0.2, lift 14.8)
PC13 <= 8.296689
PC17 > -0.1491582
PC18 > 2.090086
PC19 <= 0.008498676
PC45 <= 1.486699
PC54 <= -1.027696
PC55 > -0.4774561
PC69 > -3.067323
-> class 0\|0 [0.991]
Rule 6/3: (266.8/1.8, lift 14.8)
PC7 > -0.8794407
PC13 <= 8.296689
PC17 > -0.1491582
PC18 > 2.090086
PC19 <= 0.008498676
PC25 <= 1.063675
PC26 <= 0.4859709
PC45 <= 1.486699
PC55 > -0.4774561
PC62 > 0.175533
PC69 > -3.067323
PC91 <= 3.033534
PC98 <= 2.113333
-> class 0\|0 [0.989]
Rule 6/4: (78.4/0.2, lift 14.7)
PC2 <= 6.665872
PC13 <= 8.296689
PC18 > 2.090086
PC26 <= 0.4859709
PC27 > -2.199644
PC28 <= 3.478025
PC55 > -0.4774561
PC62 <= 0.175533
PC92 > 0.7316652
PC98 <= 2.113333
-> class 0\|0 [0.985]
Rule 6/5: (54, lift 14.7)
PC2 <= 6.665872
PC7 > -0.8794407
PC17 > -0.1491582
PC18 > 2.090086
PC26 <= 0.4859709
PC27 > -2.199644
PC45 <= 1.486699
PC47 <= 3.659497
PC72 <= 0.6159824
PC97 > 0.2751642
PC100 <= -0.2495408
-> class 0\|0 [0.982]
Rule 6/6: (41.9, lift 14.6)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.8794407
PC17 > -0.1491582
PC21 > -0.906265
PC26 <= 0.4859709
PC94 <= -0.08214165
-> class 0\|0 [0.977]
Rule 6/7: (27.5, lift 14.5)
PC1 > -0.6783488
PC18 > 2.090086
PC26 > 0.4859709
PC45 > 0.08719801
-> class 0\|0 [0.966]
Rule 6/8: (28.7/0.2, lift 14.4)
PC2 > 2.433167
PC18 > 2.090086
PC28 <= 3.478025
PC37 <= -2.548816
PC47 <= 3.659497
PC52 > -6.357232
PC69 > -3.067323
-> class 0\|0 [0.961]
Rule 6/9: (46.6/1, lift 14.4)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.286966
PC13 <= 1.698335
PC17 > -2.358524
PC18 > -0.3695138
PC71 > 0.6632112
-> class 0\|0 [0.959]
Rule 6/10: (535.4/20.8, lift 14.4)
PC2 <= 6.665872
PC7 > -0.8794407
PC13 <= 8.296689
PC17 > -0.1491582
PC18 > 2.686299
PC19 <= 0.008498676
PC20 > -3.341997
PC26 <= 0.4859709
PC45 <= 1.486699
PC55 > -0.21133
PC80 <= 0.5679721
PC86 > -0.7933379
PC91 <= 3.033534
PC97 <= 0.2751642
PC98 > -1.468846
-> class 0\|0 [0.959]
Rule 6/11: (146.2/5.9, lift 14.3)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5380675
PC18 > -0.3695138
PC32 > 0.5580033
-> class 0\|0 [0.954]
Rule 6/12: (17.6, lift 14.2)
PC2 > 2.433167
PC3 <= 1.640775
PC41 > 0.3743201
PC68 > 0.2152283
PC86 <= -2.895445
-> class 0\|0 [0.949]
Rule 6/13: (19.5/0.2, lift 14.1)
PC2 > 2.433167
PC7 <= -0.8794407
PC18 > 2.090086
PC21 > -0.906265
PC51 <= -0.8452698
-> class 0\|0 [0.944]
Rule 6/14: (72.4/3.2, lift 14.1)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.286966
PC13 <= 1.698335
PC14 > 0.5380675
PC24 > 2.044182
-> class 0\|0 [0.943]
Rule 6/15: (18.3/0.2, lift 14.1)
PC13 <= 8.296689
PC18 > 2.090086
PC26 <= 0.4859709
PC45 > 1.486699
PC52 > -6.357232
PC80 <= -0.3391208
PC91 <= 3.033534
-> class 0\|0 [0.941]
Rule 6/16: (21/0.4, lift 14.1)
PC1 <= -0.6783488
PC2 > 2.433167
PC13 <= 8.296689
PC18 > 2.090086
PC45 > 0.08719801
PC52 > -6.357232
PC70 <= -0.812196
PC91 <= 3.033534
PC99 <= 2.407546
-> class 0\|0 [0.939]
Rule 6/17: (41.5/1.9, lift 14.0)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.8794407
PC17 > -0.1491582
PC21 > -0.906265
PC26 <= 0.4859709
PC84 <= 0.05393788
PC98 <= 2.113333
-> class 0\|0 [0.933]
Rule 6/18: (133.5/11.2, lift 13.6)
PC8 > 0.2319815
PC18 > 2.090086
PC19 <= 0.008498676
PC21 > -0.906265
PC51 > -0.8452698
-> class 0\|0 [0.910]
Rule 6/19: (9.1/0.2, lift 13.4)
PC13 <= 8.296689
PC18 > 2.090086
PC26 > 0.4859709
PC28 <= 3.478025
PC47 <= 3.659497
PC54 <= -0.7808664
PC99 <= 2.407546
-> class 0\|0 [0.892]
Rule 6/20: (196.3/26.1, lift 12.9)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5380675
PC18 > -0.3695138
PC48 > 0.4310752
-> class 0\|0 [0.863]
Rule 6/21: (78.7/11.8, lift 12.6)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.3695138
-> class 0\|0 [0.841]
Rule 6/22: (289.8/48.2, lift 12.4)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.286966
PC13 <= 1.698335
PC16 <= -0.04468431
PC18 > -0.3695138
PC21 <= 0.4837864
PC47 > -0.9638503
PC71 <= 0.6632112
PC74 > 0.3204462
-> class 0\|0 [0.831]
Rule 6/23: (28.4/6.4, lift 11.3)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.286966
PC14 <= 0.5380675
PC18 > -0.3695138
PC47 <= -0.9638503
-> class 0\|0 [0.756]
Rule 6/24: (10/4.3, lift 8.4)
PC13 > 8.296689
PC18 > 2.090086
PC39 <= -2.491796
-> class 0\|0 [0.560]
Rule 6/25: (81, lift 13.2)
PC7 <= -0.8794407
PC8 <= 0.2319815
PC13 <= 8.296689
PC18 > 2.090086
PC51 > -0.8452698
PC84 > 0.05393788
PC94 > -0.08214165
-> class 0\|1 [0.988]
Rule 6/26: (70.1, lift 13.1)
PC17 > -0.1491582
PC18 > 2.090086
PC62 <= 0.175533
PC92 <= 0.7316652
PC97 > 0.2751642
PC99 <= 0.4426394
PC100 > -0.2495408
-> class 0\|1 [0.986]
Rule 6/27: (54.1, lift 13.1)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= -0.3695138
PC41 > 0.3743201
PC54 > -1.273943
PC68 > 0.2152283
PC86 > -2.895445
-> class 0\|1 [0.982]
Rule 6/28: (31.6, lift 12.9)
PC13 <= 8.296689
PC17 > -0.1491582
PC18 > 2.090086
PC20 <= -3.341997
PC62 <= 0.175533
PC69 > -3.067323
PC94 <= 0.3544931
-> class 0\|1 [0.970]
Rule 6/29: (49.1/0.6, lift 12.9)
PC2 > 6.665872
PC7 > -0.8794407
PC13 <= 8.296689
PC18 > 2.090086
PC27 > -2.199644
PC45 <= 1.486699
PC54 > -1.027696
PC62 <= 0.175533
PC69 > -3.067323
-> class 0\|1 [0.969]
Rule 6/30: (24.4, lift 12.8)
PC2 > 2.433167
PC7 <= -0.8794407
PC17 > -0.1491582
PC21 <= -0.906265
PC26 <= 0.4859709
PC54 > -1.027696
-> class 0\|1 [0.962]
Rule 6/31: (21.3, lift 12.7)
PC13 <= 8.296689
PC18 > 2.090086
PC25 > 1.063675
PC28 <= 3.478025
-> class 0\|1 [0.957]
Rule 6/32: (19.7, lift 12.7)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7373997
PC31 <= -0.05764481
PC41 <= 0.3743201
PC83 > -0.9768923
PC97 > 1.442386
-> class 0\|1 [0.954]
Rule 6/33: (11.1, lift 12.3)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7373997
PC18 <= -0.3695138
PC31 > -0.05764481
PC41 <= 0.3743201
-> class 0\|1 [0.924]
Rule 6/34: (176.1/31.6, lift 10.9)
PC2 > 2.433167
PC7 <= -0.7373997
PC22 <= 2.238775
PC31 <= -0.05764481
PC41 <= 0.3743201
PC42 <= -0.9799368
PC97 <= 1.442386
-> class 0\|1 [0.817]
Rule 6/35: (156/44.3, lift 9.5)
PC3 <= 1.640775
PC10 <= -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC25 <= -0.2307203
-> class 0\|1 [0.713]
Rule 6/36: (3304.6/1985.4, lift 5.3)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
-> class 0\|1 [0.399]
Rule 6/37: (136.9, lift 9.6)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7373997
PC18 <= -0.3695138
PC22 <= 2.238775
PC31 <= -0.05764481
PC42 > -0.9799368
PC83 > -0.9768923
PC97 <= 1.442386
-> class 0\|2 [0.993]
Rule 6/38: (76.9, lift 9.5)
PC3 <= 1.640775
PC10 <= -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC21 <= 0.153072
PC37 <= 1.807821
PC55 <= 0.09161823
-> class 0\|2 [0.987]
Rule 6/39: (97.4/0.4, lift 9.5)
PC2 > 2.433167
PC3 <= 1.640775
PC5 > 2.286966
PC13 <= 1.698335
PC17 > -2.358524
PC18 > -0.3695138
PC18 <= 2.090086
PC25 <= 1.854754
PC34 > -3.291107
PC39 > -3.16887
PC47 <= 3.659497
PC78 <= 1.395172
-> class 0\|2 [0.986]
Rule 6/40: (58.3, lift 9.5)
PC4 > -4.410575
PC8 <= 0.0857164
PC13 > 8.296689
PC18 > 2.090086
PC18 <= 3.718587
PC47 <= 3.659497
PC82 <= 2.403962
-> class 0\|2 [0.983]
Rule 6/41: (72.5/0.4, lift 9.4)
PC10 <= -1.31686
PC18 <= -0.3695138
PC27 <= -1.544505
-> class 0\|2 [0.981]
Rule 6/42: (45.3, lift 9.4)
PC2 > 2.433167
PC3 <= 1.640775
PC8 > 0.01915445
PC10 > -1.31686
PC18 <= -0.3695138
PC41 <= 0.3743201
PC47 <= -0.8960021
-> class 0\|2 [0.979]
Rule 6/43: (52.8/0.2, lift 9.4)
PC2 > 2.433167
PC4 > -7.83144
PC8 > 0.01915445
PC10 > -1.31686
PC18 <= -1.136285
PC58 <= -0.3665802
PC78 > -0.01788935
-> class 0\|2 [0.978]
Rule 6/44: (43.6, lift 9.4)
PC3 <= 1.640775
PC8 > 0.01915445
PC10 > -1.31686
PC18 <= -1.136285
PC30 > 1.407807
PC55 <= 0.6982836
-> class 0\|2 [0.978]
Rule 6/45: (66.7/0.6, lift 9.4)
PC10 <= -1.31686
PC18 <= -0.3695138
PC55 <= 0.6982836
PC58 > 1.224094
PC63 <= 1.020558
PC71 <= 0.5482254
PC78 <= 2.786675
PC94 <= 0.5050467
-> class 0\|2 [0.977]
Rule 6/46: (40.6, lift 9.4)
PC3 <= 1.640775
PC8 > 0.01915445
PC18 <= -1.136285
PC41 <= 0.0955352
PC42 <= -0.2419943
PC58 > -0.3665802
PC78 > -0.01788935
-> class 0\|2 [0.977]
Rule 6/47: (45.3/0.2, lift 9.4)
PC2 > 2.433167
PC3 <= 1.640775
PC8 > 0.01915445
PC18 <= -1.136285
PC30 <= 1.407807
PC65 <= -0.3545989
-> class 0\|2 [0.975]
Rule 6/48: (30.9, lift 9.3)
PC2 > 2.433167
PC10 <= 1.290517
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.090086
-> class 0\|2 [0.970]
Rule 6/49: (27, lift 9.3)
PC7 > -0.7373997
PC10 <= -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC39 <= -0.8756989
PC78 <= 2.786675
-> class 0\|2 [0.966]
Rule 6/50: (163.5/4.7, lift 9.3)
PC2 > 2.433167
PC3 <= 1.640775
PC5 > -0.6947209
PC6 <= 0.1375022
PC8 <= 0.1625164
PC11 <= 0.09254056
PC14 <= 0.5380675
PC16 > -0.04468431
PC17 > -2.358524
PC18 > -0.3695138
PC18 <= 2.090086
PC32 <= 0.4652493
PC60 > -0.4183349
PC81 <= 0.7883417
PC93 <= 0.584595
-> class 0\|2 [0.966]
Rule 6/51: (37.9/0.4, lift 9.3)
PC3 <= 1.640775
PC10 > -1.31686
PC18 <= -0.3695138
PC29 > 1.794778
PC55 > 0.03366827
PC67 > -0.6157832
-> class 0\|2 [0.965]
Rule 6/52: (25.7, lift 9.3)
PC2 > 2.433167
PC3 <= 1.640775
PC5 > -0.6947209
PC14 <= 0.5380675
PC16 > 0.6438745
PC17 > -2.358524
PC18 > -0.3695138
PC60 > -0.4183349
PC67 <= 0.7323884
PC93 <= 0.584595
-> class 0\|2 [0.964]
Rule 6/53: (23.9, lift 9.2)
PC2 > 2.433167
PC3 <= 1.640775
PC8 > 0.01915445
PC18 <= -0.3695138
PC51 > 0.8956629
PC78 <= -0.01788935
-> class 0\|2 [0.961]
Rule 6/54: (23.3, lift 9.2)
PC7 > -0.7373997
PC33 > 5.278334
PC41 <= 0.3743201
-> class 0\|2 [0.960]
Rule 6/55: (21.8, lift 9.2)
PC18 > 2.090086
PC28 > 3.478025
PC47 <= 3.659497
-> class 0\|2 [0.958]
Rule 6/56: (103.7/3.6, lift 9.2)
PC2 > 6.408321
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.090086
PC20 > -6.981035
PC47 <= 3.659497
PC86 <= 4.013646
-> class 0\|2 [0.956]
Rule 6/57: (81.4/2.9, lift 9.2)
PC2 > 2.433167
PC7 > -0.7373997
PC8 > 0.01915445
PC10 > -1.31686
PC18 <= -0.3695138
PC41 > 0.0955352
PC78 > -0.01788935
-> class 0\|2 [0.954]
Rule 6/58: (19.5, lift 9.2)
PC11 > 0.09254056
PC16 > -0.04468431
PC16 <= 0.6438745
PC18 <= 2.090086
PC34 <= -1.2838
PC60 > -0.4183349
PC71 <= 0.6632112
PC93 <= 0.584595
-> class 0\|2 [0.953]
Rule 6/59: (18.1, lift 9.1)
PC3 <= 1.640775
PC17 <= -2.517098
PC18 > -1.136285
PC18 <= -0.3695138
PC94 > 0.7455989
-> class 0\|2 [0.950]
Rule 6/60: (17.1, lift 9.1)
PC2 > 2.433167
PC3 <= 1.640775
PC5 <= 2.286966
PC14 <= 0.5380675
PC18 > -0.3695138
PC18 <= 2.090086
PC21 > 0.4837864
-> class 0\|2 [0.948]
Rule 6/61: (15.8, lift 9.1)
PC13 > 1.698335
PC18 > -0.3695138
PC18 <= 2.090086
PC21 > -0.7275655
PC27 <= -1.313878
PC46 > -0.2220724
-> class 0\|2 [0.944]
Rule 6/62: (25.8/0.6, lift 9.1)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= -0.3695138
PC55 <= 0.6982836
PC78 <= 2.786675
PC100 > 1.686289
-> class 0\|2 [0.943]
Rule 6/63: (104.3/5.1, lift 9.1)
PC2 > 2.433167
PC3 <= 1.640775
PC7 > -0.7373997
PC10 > -0.9260765
PC15 > -1.052828
PC17 > -2.517098
PC18 > -1.136285
PC18 <= -0.3695138
PC28 <= 0.08386644
PC31 <= 0.3466559
PC43 <= 1.463638
-> class 0\|2 [0.943]
Rule 6/64: (17.5/0.2, lift 9.0)
PC2 > 2.433167
PC3 <= 1.640775
PC41 > 0.3743201
PC54 <= -1.273943
PC68 > 0.2152283
-> class 0\|2 [0.938]
Rule 6/65: (11.8, lift 8.9)
PC3 <= 1.640775
PC18 <= -0.3695138
PC55 > 0.03366827
PC55 <= 0.6982836
PC78 <= 2.786675
PC97 > 2.006778
-> class 0\|2 [0.928]
Rule 6/66: (113.1/8.6, lift 8.8)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -0.9260765
PC17 > -2.517098
PC18 > -1.136285
PC18 <= -0.3695138
PC76 > 0.4272273
-> class 0\|2 [0.917]
Rule 6/67: (12.3/0.2, lift 8.8)
PC2 > 2.433167
PC18 <= -1.136285
PC55 <= 0.6982836
PC78 <= 2.786675
PC86 <= -3.594746
-> class 0\|2 [0.916]
Rule 6/68: (165.9/13.4, lift 8.8)
PC4 <= -7.83144
PC7 > -0.7373997
PC18 <= -0.3695138
PC34 > -0.7852964
-> class 0\|2 [0.914]
Rule 6/69: (98.8/9.7, lift 8.6)
PC4 > 7.163725
PC10 > -1.31686
PC18 <= -0.3695138
PC22 > -0.4520492
PC55 <= 0.6982836
-> class 0\|2 [0.894]
Rule 6/70: (7.1, lift 8.6)
PC18 <= -0.3695138
PC55 > 0.03366827
PC55 <= 0.6982836
PC58 <= -4.45924
-> class 0\|2 [0.890]
Rule 6/71: (6.6, lift 8.5)
PC2 > 2.433167
PC3 <= 1.640775
PC9 > 0.3468141
PC10 > -1.31686
-> class 0\|2 [0.884]
Rule 6/72: (6.4, lift 8.5)
PC2 > 2.433167
PC2 <= 6.408321
PC13 > 1.698335
PC18 > -0.3695138
PC21 <= -0.7275655
PC47 <= 3.659497
-> class 0\|2 [0.881]
Rule 6/73: (22.1/2.2, lift 8.3)
PC8 > 0.01915445
PC10 > -1.31686
PC10 <= -0.5803861
PC18 <= -1.136285
PC41 <= 0.3743201
PC78 > -0.01788935
-> class 0\|2 [0.865]
Rule 6/74: (117.4/18.4, lift 8.1)
PC4 <= -7.005993
PC8 <= 0.01915445
PC10 > -1.31686
PC55 <= 0.6982836
-> class 0\|2 [0.837]
Rule 6/75: (40.6/6.4, lift 8.0)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= -0.3695138
PC33 > -1.35394
PC41 > 0.3743201
PC68 <= 0.2152283
-> class 0\|2 [0.828]
Rule 6/76: (13.3/2.2, lift 7.6)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -1.31686
PC18 <= -1.136285
PC55 > 0.03366827
PC81 > 1.713855
-> class 0\|2 [0.791]
Rule 6/77: (16.6/4, lift 7.0)
PC2 > 2.433167
PC7 > -0.7373997
PC18 <= -1.136285
PC55 <= 0.6982836
PC67 <= -0.6157832
PC78 <= 2.786675
-> class 0\|2 [0.729]
Rule 6/78: (24/7.6, lift 6.4)
PC2 > 2.433167
PC18 > 2.090086
PC99 > 2.407546
-> class 0\|2 [0.670]
Rule 6/79: (1131.4/460.1, lift 5.7)
PC3 <= 1.640775
PC10 <= -1.31686
PC18 <= -1.136285
PC33 <= 5.278334
PC55 <= 0.6982836
PC80 > -0.151904
-> class 0\|2 [0.593]
Rule 6/80: (35.4/14.7, lift 5.6)
PC2 > 2.433167
PC3 <= 1.640775
PC17 <= -2.358524
PC18 > -0.3695138
PC47 <= 3.659497
PC67 <= 0.7323884
PC86 <= 4.013646
-> class 0\|2 [0.580]
Rule 6/81: (151/0.4, lift 10.8)
PC4 > -7.83144
PC10 <= -1.31686
PC14 <= 0.753905
PC18 <= -2.283772
PC21 > -0.9475972
PC22 <= -0.4344081
PC38 > -0.3513062
PC39 > -0.7399827
PC58 <= 1.224094
PC78 > -1.121003
PC83 > -0.03699437
PC88 <= 0.8262866
PC91 <= 0.1457238
PC94 <= 0.5050467
-> class 0\|3 [0.991]
Rule 6/82: (90.6, lift 10.8)
PC10 <= -1.31686
PC18 <= -2.283772
PC21 > -0.9475972
PC27 > -1.544505
PC39 > -0.7399827
PC58 <= 1.224094
PC63 <= 1.020558
PC71 <= 0.5482254
PC79 <= 1.496052
PC83 <= -0.03715117
PC88 <= 0.8262866
PC94 <= 0.5050467
PC95 > -0.7304326
-> class 0\|3 [0.989]
Rule 6/83: (102.1/0.8, lift 10.7)
PC2 > 2.433167
PC4 > -7.83144
PC7 > -0.7373997
PC8 > 0.01915445
PC10 > -1.31686
PC18 <= -1.136285
PC30 <= 1.407807
PC47 > -0.8960021
PC51 <= 0.8956629
PC65 > -0.3545989
PC78 <= -0.01788935
-> class 0\|3 [0.983]
Rule 6/84: (46.6, lift 10.7)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= 2.090086
PC39 <= -3.16887
-> class 0\|3 [0.979]
Rule 6/85: (52.6/0.2, lift 10.7)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC22 <= -0.3080649
PC28 > 0.08386644
PC76 <= 0.4272273
-> class 0\|3 [0.978]
Rule 6/86: (119.9/1.7, lift 10.7)
PC2 <= 6.408321
PC10 > 1.290517
PC13 > 1.698335
PC18 <= 2.090086
PC21 > -0.7275655
PC27 > -1.313878
PC46 > -0.2220724
-> class 0\|3 [0.978]
Rule 6/87: (55.9/0.4, lift 10.6)
PC7 > -0.7373997
PC17 <= -2.517098
PC18 > -1.136285
PC18 <= -0.3695138
PC94 <= 0.7455989
-> class 0\|3 [0.976]
Rule 6/88: (61.7/0.6, lift 10.6)
PC7 > -0.7373997
PC9 <= 0.6749936
PC10 <= -1.31686
PC18 <= -1.136285
PC21 > -0.9475972
PC39 <= -0.7774941
PC78 <= 2.786675
PC79 <= 1.496052
PC94 <= 0.5050467
-> class 0\|3 [0.975]
Rule 6/89: (45/0.2, lift 10.6)
PC2 > 2.433167
PC3 <= 1.640775
PC7 > -0.7373997
PC18 <= -1.136285
PC55 > 0.6982836
-> class 0\|3 [0.974]
Rule 6/90: (480.8/12.3, lift 10.6)
PC3 <= 1.640775
PC4 > -7.005993
PC4 <= 7.163725
PC8 <= 0.01915445
PC10 > -1.31686
PC18 <= -1.136285
PC55 <= 0.03366827
PC67 > -0.6157832
PC86 > -3.594746
-> class 0\|3 [0.972]
Rule 6/91: (32.1, lift 10.6)
PC3 <= 1.640775
PC9 <= 0.6749936
PC18 <= -1.136285
PC21 > -0.9475972
PC27 > -1.544505
PC32 > -1.555318
PC63 <= 1.020558
PC78 <= 2.786675
PC79 <= 1.496052
PC98 > 1.540557
-> class 0\|3 [0.971]
Rule 6/92: (96.6/2.2, lift 10.5)
PC2 > 2.433167
PC2 <= 5.310691
PC3 <= 1.640775
PC7 > -0.7373997
PC16 <= 0.4190365
PC18 <= -1.136285
PC63 <= 1.020558
PC64 > -0.4586444
PC71 <= 0.5482254
PC95 > -0.7304326
-> class 0\|3 [0.967]
Rule 6/93: (32.5/0.2, lift 10.5)
PC18 <= -1.136285
PC34 <= -2.068042
PC63 <= 1.020558
PC71 <= 0.5482254
PC79 <= 1.496052
PC80 > -0.151904
PC94 <= 0.5050467
PC95 > -0.7304326
-> class 0\|3 [0.965]
Rule 6/94: (28.4/0.2, lift 10.5)
PC3 <= 1.640775
PC10 <= -1.31686
PC18 <= -1.136285
PC21 > -0.9475972
PC27 > -1.544505
PC41 <= 0.3743201
PC71 <= 0.5482254
PC80 <= -0.151904
-> class 0\|3 [0.960]
Rule 6/95: (648.5/24.7, lift 10.5)
PC3 <= 1.640775
PC4 > -7.005993
PC4 <= 7.163725
PC8 <= 0.01915445
PC9 <= 0.3468141
PC10 > -1.31686
PC18 <= -1.136285
PC29 <= 1.794778
PC33 <= 5.278334
PC58 > -4.45924
PC81 <= 1.713855
PC86 > -3.594746
PC97 <= 2.006778
PC100 <= 1.686289
-> class 0\|3 [0.960]
Rule 6/96: (31.7/0.4, lift 10.4)
PC2 > 2.433167
PC7 > -0.7373997
PC10 > -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC43 > 1.463638
-> class 0\|3 [0.958]
Rule 6/97: (20.5, lift 10.4)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= -0.3695138
PC33 <= -1.35394
PC41 > 0.3743201
PC68 <= 0.2152283
-> class 0\|3 [0.956]
Rule 6/98: (20.2, lift 10.4)
PC2 > 2.433167
PC3 <= 1.640775
PC15 <= -1.052828
PC17 > -2.517098
PC18 > -1.136285
PC18 <= -0.3695138
-> class 0\|3 [0.955]
Rule 6/99: (19.1/0.2, lift 10.3)
PC2 > 6.408321
PC18 <= 2.090086
PC20 <= -6.981035
-> class 0\|3 [0.943]
Rule 6/100: (15, lift 10.3)
PC2 > 2.433167
PC41 <= 0.3743201
PC67 <= -0.4478913
PC78 > 2.786675
-> class 0\|3 [0.941]
Rule 6/101: (34.5/1.2, lift 10.2)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -0.3695138
PC47 > 3.659497
-> class 0\|3 [0.940]
Rule 6/102: (188.8/11, lift 10.2)
PC3 <= 1.640775
PC4 <= 7.163725
PC7 > -0.7373997
PC10 > -0.5803861
PC18 <= -1.136285
PC30 <= 1.407807
PC41 <= 0.0955352
PC42 > -0.2419943
PC58 > -0.3665802
PC65 > -0.3545989
PC82 > -0.5234695
-> class 0\|3 [0.937]
Rule 6/103: (13.5, lift 10.2)
PC10 <= -1.31686
PC18 <= -1.136285
PC21 > -0.9475972
PC27 > -1.544505
PC32 > -1.555318
PC80 <= -0.0290131
PC94 > 0.5050467
-> class 0\|3 [0.935]
Rule 6/104: (47.1/2.3, lift 10.2)
PC2 > 2.433167
PC2 <= 5.310691
PC7 > -0.7373997
PC9 <= 0.6749936
PC18 <= -1.136285
PC27 > -1.544505
PC67 > -0.1428713
PC72 > 0.1615954
PC79 <= 1.496052
PC80 > -0.151904
-> class 0\|3 [0.932]
Rule 6/105: (22.9/0.8, lift 10.1)
PC2 <= 5.310691
PC3 <= 1.640775
PC9 <= 0.6749936
PC18 > -2.283772
PC18 <= -1.136285
PC50 > 0.4456837
PC63 <= 1.020558
PC94 <= 0.5050467
-> class 0\|3 [0.928]
Rule 6/106: (11.1, lift 10.1)
PC3 <= 1.640775
PC9 <= 0.6749936
PC10 <= -1.31686
PC18 > -2.283772
PC18 <= -1.136285
PC67 <= -0.1428713
PC71 <= 0.5482254
PC78 <= 2.786675
PC79 <= 1.496052
-> class 0\|3 [0.924]
Rule 6/107: (10.4, lift 10.0)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.7373997
PC18 <= -0.3695138
PC22 > 2.238775
PC41 <= 0.3743201
-> class 0\|3 [0.919]
Rule 6/108: (7.2, lift 9.7)
PC4 > -7.83144
PC10 <= -1.31686
PC18 <= -1.136285
PC27 > -1.544505
PC89 > 0.1731298
PC94 > 0.5050467
-> class 0\|3 [0.891]
Rule 6/109: (6.2, lift 9.6)
PC10 <= -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC37 > 1.807821
-> class 0\|3 [0.878]
Rule 6/110: (47.3/5.4, lift 9.5)
PC2 > 2.433167
PC2 <= 5.310691
PC7 > -0.7373997
PC9 > 0.3565271
PC9 <= 0.6749936
PC18 <= -0.3695138
PC64 > -0.4586444
PC94 <= 0.5050467
-> class 0\|3 [0.869]
Rule 6/111: (29.6/3.6, lift 9.3)
PC4 > 7.163725
PC10 > -1.31686
PC18 <= -1.136285
PC22 <= -0.4520492
-> class 0\|3 [0.854]
Rule 6/112: (4.8, lift 9.3)
PC10 <= -0.9260765
PC18 > -1.136285
PC18 <= -0.3695138
PC21 > 0.153072
-> class 0\|3 [0.853]
Rule 6/113: (4.8, lift 9.3)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.3695138
PC31 > 0.3466559
-> class 0\|3 [0.853]
Rule 6/114: (14.5/2.9, lift 8.3)
PC2 > 2.433167
PC7 <= -0.7373997
PC18 <= -0.3695138
PC41 <= 0.3743201
PC83 <= -0.9768923
-> class 0\|3 [0.762]
Rule 6/115: (27/6.7, lift 8.0)
PC2 > 2.433167
PC18 > -0.3695138
PC86 > 4.013646
-> class 0\|3 [0.733]
Rule 6/116: (67.5/27.3, lift 6.5)
PC2 > 2.433167
PC3 <= 1.640775
PC18 <= 2.090086
PC67 > 0.7323884
-> class 0\|3 [0.593]
Rule 6/117: (168, lift 20.1)
PC3 > 0.8975353
PC19 > 1.915938
PC38 <= -0.2308132
-> class 1\|0 [0.994]
Rule 6/118: (90.6/0.2, lift 20.0)
PC3 > 1.640775
PC16 <= -0.8879908
PC19 <= 0.2743928
PC26 <= 0.04810011
PC38 > -0.3107335
PC41 <= 0.4214479
PC48 <= -0.1460233
PC51 > 0.07648648
PC65 > -0.1356659
PC66 > -0.505701
PC67 <= 0.3560769
PC94 <= 0.03668053
-> class 1\|0 [0.987]
Rule 6/119: (97.4/0.6, lift 19.9)
PC7 > 2.235017
PC10 <= 1.291804
PC11 <= 0.05224631
PC12 > 2.702868
PC88 <= 0.02500982
-> class 1\|0 [0.984]
Rule 6/120: (289.8/3.8, lift 19.9)
PC1 > -0.5890457
PC6 <= 7.447846
PC10 <= 1.291804
PC11 <= 1.249153
PC12 > 2.702868
PC54 > -2.561413
PC75 <= 0.7424248
PC79 > -0.08564577
-> class 1\|0 [0.984]
Rule 6/121: (55.9, lift 19.9)
PC2 <= 2.433167
PC3 > 0.7432103
PC17 <= -1.357115
PC58 > -1.588592
PC68 <= -0.4762601
-> class 1\|0 [0.983]
Rule 6/122: (52.8, lift 19.9)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC40 > 0.5521411
PC43 <= 0.6239929
-> class 1\|0 [0.982]
Rule 6/123: (50.1, lift 19.9)
PC3 > 1.640775
PC16 <= -0.8879908
PC43 <= 0.6239929
PC51 > 0.07648648
PC96 > 0.8960416
-> class 1\|0 [0.981]
Rule 6/124: (69.6/0.8, lift 19.8)
PC2 > 2.501299
PC19 <= 0.2743928
PC26 <= 0.04810011
PC38 > -0.3107335
PC44 > 0.3389072
PC71 > 1.296077
PC77 <= 0.6904395
PC91 <= 1.234356
PC92 <= 0.4899847
-> class 1\|0 [0.975]
Rule 6/125: (29.6, lift 19.6)
PC2 > 2.433167
PC3 > 1.640775
PC15 > 2.210645
PC43 <= 0.6239929
PC51 > 0.07648648
-> class 1\|0 [0.968]
Rule 6/126: (33.4/0.2, lift 19.6)
PC3 > 0.7432103
PC48 > 0.6985834
PC61 > -0.7022358
PC62 <= -0.1312172
-> class 1\|0 [0.966]
Rule 6/127: (31.2/0.4, lift 19.4)
PC1 > -0.5890457
PC8 > -3.591267
PC12 > 2.702868
PC46 > 2.568
-> class 1\|0 [0.958]
Rule 6/128: (339.2/18.3, lift 19.1)
PC1 > -0.5890457
PC3 <= 0.7432103
PC6 <= 4.247671
PC9 > 0.2354248
PC10 > -0.7035123
PC35 > -0.78012
PC43 > -1.318185
PC68 <= 1.082112
PC82 > -0.524808
PC88 <= 0.3243824
-> class 1\|0 [0.943]
Rule 6/129: (21.3/0.4, lift 19.0)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC41 > 0.4214479
PC43 <= 0.6239929
PC51 > 0.07648648
-> class 1\|0 [0.940]
Rule 6/130: (12.9, lift 18.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC8 > -3.591267
PC50 > 0.5827398
-> class 1\|0 [0.933]
Rule 6/131: (9.8, lift 18.5)
PC3 > 0.8975353
PC12 > 1.585007
PC21 > 0.3476662
PC68 <= 1.194112
-> class 1\|0 [0.915]
Rule 6/132: (94.3, lift 19.9)
PC3 > 0.7432103
PC3 <= 0.8975353
PC10 > -0.7514341
PC41 > 0.06627246
PC57 <= 0.3234659
-> class 1\|1 [0.990]
Rule 6/133: (88.3, lift 19.8)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.210645
PC16 <= -0.8879908
PC65 <= -0.1356659
PC66 > -0.505701
-> class 1\|1 [0.989]
Rule 6/134: (81.3/0.2, lift 19.8)
PC3 > 1.640775
PC16 <= -0.8879908
PC26 <= 0.04810011
PC48 > -0.1460233
PC65 > -0.1356659
PC71 <= 1.296077
PC77 <= 0.6904395
PC94 <= 0.03668053
PC96 <= 0.8960416
-> class 1\|1 [0.986]
Rule 6/135: (60.3, lift 19.7)
PC6 > 7.447846
PC12 > 2.702868
PC46 <= 2.568
-> class 1\|1 [0.984]
Rule 6/136: (81.5/0.4, lift 19.7)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC43 > 0.6239929
-> class 1\|1 [0.983]
Rule 6/137: (54.5, lift 19.7)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC23 > -1.156328
PC39 > 0.004992982
-> class 1\|1 [0.982]
Rule 6/138: (50.8, lift 19.7)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC40 <= 0.5521411
PC94 > 0.03668053
PC96 <= 0.8960416
-> class 1\|1 [0.981]
Rule 6/139: (43.7, lift 19.6)
PC2 <= 2.433167
PC3 > 0.7432103
PC17 <= -1.357115
PC68 > -0.4762601
-> class 1\|1 [0.978]
Rule 6/140: (40.5, lift 19.6)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC26 <= 0.04810011
PC66 <= -0.505701
-> class 1\|1 [0.976]
Rule 6/141: (33.7, lift 19.5)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= 0.9959877
PC97 > 1.535991
-> class 1\|1 [0.972]
Rule 6/142: (33, lift 19.5)
PC1 > -0.5890457
PC8 > -3.591267
PC11 > 1.249153
PC12 > 2.702868
-> class 1\|1 [0.971]
Rule 6/143: (32.3, lift 19.5)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.210645
PC16 <= -0.8879908
PC92 > 0.4899847
-> class 1\|1 [0.971]
Rule 6/144: (31.3, lift 19.5)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC8 > -0.3437947
PC12 <= 2.702868
PC43 > -1.318185
PC80 > 0.6370728
-> class 1\|1 [0.970]
Rule 6/145: (50.1/0.6, lift 19.4)
PC1 > -0.5890457
PC3 <= 0.7432103
PC6 > 4.247671
PC9 > 0.2354248
PC12 <= 2.702868
PC15 <= 0.03520995
PC43 > -1.318185
-> class 1\|1 [0.969]
Rule 6/146: (35.2/0.2, lift 19.4)
PC3 > 1.640775
PC16 <= -0.8879908
PC19 > 0.2743928
PC26 <= 0.04810011
PC38 > -0.3107335
PC43 <= 0.6239929
PC77 <= 0.6904395
PC94 <= 0.03668053
PC96 <= 0.8960416
-> class 1\|1 [0.968]
Rule 6/147: (33.6/0.2, lift 19.4)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.210645
PC16 <= -0.8879908
PC38 <= -0.3107335
PC41 <= 0.4214479
-> class 1\|1 [0.966]
Rule 6/148: (38.8/0.4, lift 19.4)
PC3 > 1.640775
PC16 <= -0.8879908
PC26 <= 0.04810011
PC44 <= 0.3389072
PC48 > -0.1460233
PC51 > 0.07648648
PC96 <= 0.8960416
-> class 1\|1 [0.966]
Rule 6/149: (27.1, lift 19.4)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC22 > 0.5648835
-> class 1\|1 [0.966]
Rule 6/150: (38.2/0.4, lift 19.4)
PC3 > 0.7432103
PC17 > -1.357115
PC48 > 0.6985834
PC61 > -0.7022358
PC62 > -0.1312172
-> class 1\|1 [0.965]
Rule 6/151: (40.3/0.8, lift 19.2)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC67 > 0.3560769
-> class 1\|1 [0.957]
Rule 6/152: (20.4, lift 19.2)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= 0.9959877
PC39 <= 0.004992982
PC67 <= -0.04013975
-> class 1\|1 [0.955]
Rule 6/153: (19.2, lift 19.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC7 <= 2.235017
PC12 > 2.702868
PC79 <= -0.08564577
-> class 1\|1 [0.953]
Rule 6/154: (56.8/1.8, lift 19.1)
PC1 > 11.01179
PC3 <= 0.7432103
PC9 <= 0.2354248
PC10 > -0.7514341
PC43 > -1.318185
PC50 <= 0.5827398
PC82 <= 0.5142318
-> class 1\|1 [0.952]
Rule 6/155: (18.4, lift 19.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC9 > 0.2354248
PC35 <= -0.78012
-> class 1\|1 [0.951]
Rule 6/156: (31.9/0.8, lift 19.0)
PC2 <= 2.433167
PC3 > 0.7432103
PC45 > -0.488315
PC48 <= 0.6985834
PC50 > -0.1093939
PC52 > 0.3830603
PC68 <= 1.194112
-> class 1\|1 [0.947]
Rule 6/157: (16.3, lift 19.0)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.210645
PC16 <= -0.8879908
PC77 > 0.6904395
-> class 1\|1 [0.945]
Rule 6/158: (15.8, lift 18.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC12 > 2.702868
PC54 > -2.561413
PC79 <= -0.08564577
PC88 > 0.02500982
-> class 1\|1 [0.944]
Rule 6/159: (81.3/3.8, lift 18.9)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= 2.210645
PC16 <= -0.8879908
PC26 > 0.04810011
PC40 <= 0.5521411
PC41 <= 0.4214479
-> class 1\|1 [0.942]
Rule 6/160: (14.4, lift 18.8)
PC1 > -0.5890457
PC3 <= 0.7432103
PC9 > 0.2354248
PC12 <= 2.702868
PC43 > -1.318185
PC68 > 1.082112
-> class 1\|1 [0.939]
Rule 6/161: (13.8, lift 18.8)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.8879908
PC58 <= -0.9120947
-> class 1\|1 [0.937]
Rule 6/162: (12.5, lift 18.7)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC10 > -0.7514341
PC43 > -1.318185
PC82 <= -0.524808
-> class 1\|1 [0.931]
Rule 6/163: (15/0.8, lift 17.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC6 <= -2.042047
PC12 <= 2.702868
PC43 <= -1.318185
-> class 1\|1 [0.894]
Rule 6/164: (6.9, lift 17.8)
PC1 > -0.5890457
PC2 <= 2.433167
PC6 <= 7.447846
PC10 > 1.291804
PC12 > 2.702868
-> class 1\|1 [0.888]
Rule 6/165: (31.6/3.2, lift 17.5)
PC2 <= 2.433167
PC3 > 0.7432103
PC19 <= 1.915938
PC64 > 0.5050352
PC68 > 1.194112
-> class 1\|1 [0.875]
Rule 6/166: (21/2.4, lift 17.1)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= 0.9959877
PC19 <= -0.8935584
-> class 1\|1 [0.852]
Rule 6/167: (4.6, lift 17.0)
PC2 > 2.433167
PC2 <= 2.501299
PC3 > 1.640775
PC26 <= 0.04810011
PC43 <= 0.6239929
PC96 <= 0.8960416
-> class 1\|1 [0.850]
Rule 6/168: (4.2, lift 16.8)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.8879908
PC91 > 1.234356
-> class 1\|1 [0.840]
Rule 6/169: (59.2/10.5, lift 16.3)
PC1 > -0.5890457
PC11 > 0.05224631
PC12 > 2.702868
PC79 <= -0.08564577
-> class 1\|1 [0.812]
Rule 6/170: (22.5/6.2, lift 14.2)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC8 > -3.591267
PC12 <= 2.702868
PC19 > -1.35993
PC43 <= -1.318185
-> class 1\|1 [0.706]
Rule 6/171: (26.3/13.1, lift 10.1)
PC2 <= 2.433167
PC8 > -3.591267
PC10 <= -0.7514341
PC60 <= -1.055769
-> class 1\|1 [0.501]
Rule 6/172: (225.7/0.4, lift 14.1)
PC2 > 2.433167
PC3 > 1.640775
PC12 <= 0.475891
PC15 > -1.599951
PC16 > 0.9959877
PC53 > -0.1709909
PC58 > -0.9120947
-> class 1\|2 [0.994]
Rule 6/173: (139.5, lift 14.1)
PC2 <= 2.433167
PC3 > 0.7432103
PC12 <= 2.702868
PC17 > -1.357115
PC48 <= 0.6985834
PC50 <= -0.1093939
PC97 > 0.7988389
PC100 > 0.1066988
-> class 1\|2 [0.993]
Rule 6/174: (100.7/1.8, lift 13.8)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC19 > -0.8935584
PC22 <= 0.5648835
PC39 <= 0.004992982
PC67 > -0.04013975
PC97 <= 1.535991
-> class 1\|2 [0.972]
Rule 6/175: (29.1, lift 13.8)
PC3 > 1.640775
PC15 > -1.599951
PC16 > 0.9959877
PC53 <= -0.1709909
PC58 > -0.9120947
PC91 > -0.1814085
-> class 1\|2 [0.968]
Rule 6/176: (25.7, lift 13.7)
PC3 > 1.640775
PC96 <= -4.783025
-> class 1\|2 [0.964]
Rule 6/177: (21.2, lift 13.6)
PC1 > -0.5890457
PC2 <= 2.433167
PC16 > 8.750003
PC45 > -0.488315
-> class 1\|2 [0.957]
Rule 6/178: (58.7/2.4, lift 13.4)
PC1 > 1.128336
PC2 > 2.433167
PC16 > 0.9959877
-> class 1\|2 [0.944]
Rule 6/179: (10.7, lift 13.1)
PC3 > 1.640775
PC16 > -0.8879908
PC23 <= -1.156328
PC39 > 0.004992982
-> class 1\|2 [0.922]
Rule 6/180: (4426.2/3390.8, lift 3.3)
PC1 > -0.5890457
PC2 <= 2.433167
-> class 1\|2 [0.234]
Rule 6/181: (112.3, lift 17.2)
PC1 <= 1.128336
PC2 > 2.433167
PC3 > 1.640775
PC15 <= -1.599951
PC96 > -4.783025
-> class 1\|3 [0.991]
Rule 6/182: (358.7/3.4, lift 17.2)
PC2 <= 2.433167
PC3 > 0.8975353
PC4 <= 0.8575985
PC16 <= 8.750003
PC17 > -1.357115
PC19 <= 1.915938
PC21 <= 0.3476662
PC32 > -0.8016902
PC36 > -0.661726
PC45 > -0.488315
PC50 <= -0.1093939
PC56 <= 0.3922195
PC60 > -0.7020851
PC61 > -0.799757
PC97 <= 0.7988389
PC100 <= 0.5561683
-> class 1\|3 [0.988]
Rule 6/183: (63.1/0.2, lift 17.1)
PC2 > -0.9005437
PC2 <= 2.433167
PC13 > -0.02991638
PC19 <= 1.915938
PC32 <= -0.8016902
PC50 <= -0.1093939
PC68 <= 1.194112
PC97 <= 0.7988389
-> class 1\|3 [0.982]
Rule 6/184: (42.6, lift 17.0)
PC2 > -0.9005437
PC3 > 0.7432103
PC8 > -3.591267
PC10 > -0.7514341
PC16 > -1.267831
PC19 <= 1.915938
PC43 <= -0.4895483
PC50 > -0.1093939
PC68 <= 1.194112
-> class 1\|3 [0.978]
Rule 6/185: (66/0.6, lift 17.0)
PC2 <= 2.433167
PC3 > 0.04344784
PC8 > -3.591267
PC10 <= -0.7514341
PC18 > -0.492968
PC32 <= 0.7807105
PC60 > -1.055769
PC68 > -2.164598
-> class 1\|3 [0.976]
Rule 6/186: (113.4/1.9, lift 17.0)
PC2 <= 2.433167
PC3 > 0.8975353
PC4 > -1.327739
PC12 <= 1.585007
PC17 > -1.357115
PC21 > 0.3476662
PC45 > -0.488315
PC68 <= 1.194112
-> class 1\|3 [0.975]
Rule 6/187: (36.2/0.4, lift 16.8)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -1.599951
PC16 > 0.9959877
PC53 <= -0.1709909
PC91 <= -0.1814085
-> class 1\|3 [0.963]
Rule 6/188: (29.2/0.2, lift 16.7)
PC3 > 0.7432103
PC16 > -1.267831
PC50 > -0.1093939
PC68 <= 1.194112
PC75 > 1.649806
-> class 1\|3 [0.961]
Rule 6/189: (14.5, lift 16.3)
PC9 > 0.2354248
PC10 > -0.7514341
PC10 <= -0.7035123
-> class 1\|3 [0.939]
Rule 6/190: (29.1/1, lift 16.3)
PC2 > -0.9005437
PC2 <= 2.433167
PC16 > -1.267831
PC45 > -0.488315
PC50 > -0.1093939
PC52 <= 0.3830603
PC90 <= -0.4697377
-> class 1\|3 [0.936]
Rule 6/191: (14.4/0.4, lift 15.9)
PC2 > -0.9005437
PC9 > 1.678394
PC12 <= 2.702868
PC19 <= 1.915938
PC32 <= -0.8016902
PC50 <= -0.1093939
PC68 <= 1.194112
-> class 1\|3 [0.915]
Rule 6/192: (6.9/0.2, lift 15.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC19 <= 1.915938
PC45 > -0.488315
PC68 <= 1.194112
PC97 > 0.7988389
PC100 <= 0.1066988
-> class 1\|3 [0.865]
Rule 6/193: (5.3, lift 15.0)
PC1 > -0.5890457
PC12 > 2.702868
PC75 > 0.7424248
-> class 1\|3 [0.863]
Rule 6/194: (54.6/9.7, lift 14.1)
PC2 > 2.433167
PC3 > 1.640775
PC12 > 0.475891
PC16 > 0.9959877
-> class 1\|3 [0.810]
Rule 6/195: (3.7/0.2, lift 13.7)
PC1 > -0.5890457
PC8 <= -3.591267
PC13 <= 0.6334361
PC19 <= -1.380552
-> class 1\|3 [0.788]
Rule 6/196: (52.1/13, lift 12.9)
PC2 <= 2.433167
PC3 > 0.7432103
PC3 <= 0.8975353
PC41 <= 0.06627246
-> class 1\|3 [0.740]
Rule 6/197: (29.9/9.7, lift 11.6)
PC1 > -0.5890457
PC8 > -3.591267
PC12 <= 2.702868
PC15 <= -3.045276
PC19 <= 1.915938
PC21 <= 0.3476662
PC68 <= 1.194112
-> class 1\|3 [0.664]
Rule 6/198: (250.3/2.6, lift 13.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC10 <= -0.1560069
PC68 > 0.5208737
-> class 2\|0 [0.986]
Rule 6/199: (66.8/0.4, lift 13.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC10 <= 0.1907428
PC21 <= 1.617817
PC34 <= -0.6045018
PC56 <= 0.5283641
-> class 2\|0 [0.980]
Rule 6/200: (45, lift 13.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC10 <= -0.1560069
PC77 <= -0.8103676
-> class 2\|0 [0.979]
Rule 6/201: (37.3, lift 13.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 2.7084
PC10 <= -0.1560069
PC57 > 0.8008868
-> class 2\|0 [0.975]
Rule 6/202: (26.5, lift 13.2)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC5 > -4.853271
PC10 > -0.7514341
PC67 <= -0.5398086
-> class 2\|0 [0.965]
Rule 6/203: (411.4/13.9, lift 13.2)
PC8 > 2.7084
PC10 <= 0.1907428
PC19 <= 1.08119
PC21 > 1.617817
PC56 <= 0.5283641
PC58 <= 0.7272768
-> class 2\|0 [0.964]
Rule 6/204: (58.1/1.6, lift 13.1)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC8 > -0.3437947
PC9 <= 0.2354248
PC12 <= 2.702868
PC59 <= 0.04371605
-> class 2\|0 [0.956]
Rule 6/205: (26.1/1, lift 12.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC4 > 0.1271644
PC8 > 0.281837
PC10 <= -0.1560069
-> class 2\|0 [0.929]
Rule 6/206: (33.5/2.8, lift 12.2)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 2.7084
PC10 > -0.1560069
PC31 <= -0.4724667
PC44 > 0.6014566
-> class 2\|0 [0.893]
Rule 6/207: (6.2/0.2, lift 11.7)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC8 > -3.591267
PC8 <= -0.3437947
PC19 > -2.019373
PC56 > 2.073715
-> class 2\|0 [0.853]
Rule 6/208: (1402.1/559.2, lift 8.2)
PC1 <= -0.5890457
PC8 > 2.7084
-> class 2\|0 [0.601]
Rule 6/209: (739.5/360, lift 7.0)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 > -3.591267
PC10 <= -0.7514341
PC32 > 0.7807105
PC68 > -2.164598
-> class 2\|0 [0.513]
Rule 6/210: (176.1, lift 9.5)
PC1 <= -0.5890457
PC8 > 1.526527
PC8 <= 2.7084
PC10 > -0.1560069
PC36 > -0.3502766
PC40 > -1.48402
PC44 <= 0.6014566
PC49 > -0.5609685
PC62 > -1.103371
PC70 <= 0.2946905
PC71 <= -0.04672362
PC83 <= 1.037833
-> class 2\|1 [0.994]
Rule 6/211: (102.4, lift 9.4)
PC1 <= -0.5890457
PC8 > 2.7084
PC19 > 1.08119
-> class 2\|1 [0.990]
Rule 6/212: (81, lift 9.4)
PC8 > 2.7084
PC21 <= 1.617817
PC38 > -0.6547016
PC94 > 0.5125971
-> class 2\|1 [0.988]
Rule 6/213: (76.8, lift 9.4)
PC2 <= -6.886415
PC8 > 0.281837
PC8 <= 2.7084
PC10 <= 0.8184493
PC21 > -1.450372
PC62 > -1.103371
PC93 > -0.3001563
-> class 2\|1 [0.987]
Rule 6/214: (60.9, lift 9.4)
PC2 <= -9.599361
-> class 2\|1 [0.984]
Rule 6/215: (56, lift 9.4)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 2.7084
PC10 > -0.1560069
PC44 <= 0.6014566
PC62 <= -1.103371
PC95 <= 0.06346072
-> class 2\|1 [0.983]
Rule 6/216: (52.8, lift 9.4)
PC1 <= -0.5890457
PC8 > 0.281837
PC21 <= -1.450372
PC23 <= 0.8331635
-> class 2\|1 [0.982]
Rule 6/217: (45.2, lift 9.3)
PC1 <= -0.5890457
PC8 > 2.7084
PC10 > 0.1907428
PC20 > -0.04816378
PC84 > 0.02137185
-> class 2\|1 [0.979]
Rule 6/218: (35.3, lift 9.3)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC10 <= 0.1907428
PC19 <= 1.08119
PC56 > 0.5283641
-> class 2\|1 [0.973]
Rule 6/219: (189.4/4.4, lift 9.3)
PC3 <= -0.02776481
PC8 > 2.7084
PC10 <= 0.1907428
PC15 > -2.180516
PC19 > -1.409464
PC21 <= 1.617817
PC33 > -0.4755037
PC34 > -0.6045018
PC37 > -0.6067919
PC44 <= 1.090151
PC54 <= 1.35991
PC55 > -0.8018664
PC69 <= 0.313289
PC81 > -0.3697231
-> class 2\|1 [0.972]
Rule 6/220: (37.7/0.4, lift 9.2)
PC1 <= -0.5890457
PC8 > 2.7084
PC16 > 0.5445666
PC21 <= 1.617817
-> class 2\|1 [0.965]
Rule 6/221: (83/2.1, lift 9.2)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC8 > -0.3437947
PC9 <= 0.2354248
PC10 > -0.7514341
PC21 > -0.2623605
PC52 > 0.03497877
PC59 > 0.04371605
PC67 > -0.5398086
PC75 <= 1.339
PC80 <= 0.6370728
-> class 2\|1 [0.963]
Rule 6/222: (75.1/2.1, lift 9.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -2.057374
PC6 <= -0.5545787
PC8 > -2.879138
PC8 <= 0.281837
PC28 > 0.0711863
PC33 > 0.223094
PC40 <= -0.1200228
PC57 > -0.116783
-> class 2\|1 [0.959]
Rule 6/223: (21.1, lift 9.1)
PC8 > 0.281837
PC21 > 1.617817
PC58 > 0.7272768
-> class 2\|1 [0.957]
Rule 6/224: (167.4/6.3, lift 9.1)
PC1 <= -0.5890457
PC8 > 2.7084
PC10 > 0.1907428
PC84 <= 0.02137185
-> class 2\|1 [0.957]
Rule 6/225: (306.9/17.4, lift 9.0)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 2.7084
PC10 > -0.1542242
PC20 <= 0.4922743
PC21 > -1.450372
PC40 > -1.48402
PC44 <= 0.6014566
PC62 > -1.103371
PC71 > -0.04672362
PC85 > -1.243067
-> class 2\|1 [0.940]
Rule 6/226: (256.5/17.6, lift 8.8)
PC1 <= -0.5890457
PC3 > -1.031149
PC8 > 0.281837
PC8 <= 1.488642
PC10 <= 0.8184493
PC12 > -2.219162
PC19 <= 3.330179
PC23 <= 1.044799
PC29 <= 0.1647431
PC36 > -0.3502766
PC41 <= 1.458959
PC44 <= 0.6014566
PC52 > -0.08225534
PC62 > -1.103371
PC85 <= 0.7008537
PC93 > -0.3001563
-> class 2\|1 [0.928]
Rule 6/227: (147.1/10.2, lift 8.8)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 2.7084
PC10 > -0.05467589
PC24 <= 1.019644
PC31 > -0.4724667
PC32 > -3.066327
PC44 > 0.6014566
-> class 2\|1 [0.925]
Rule 6/228: (28.8/1.4, lift 8.8)
PC1 <= -0.5890457
PC8 > 2.7084
PC19 <= -1.409464
PC21 <= 1.617817
PC56 > 0.220751
-> class 2\|1 [0.921]
Rule 6/229: (9.9, lift 8.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC23 > 0.8331635
PC29 > 0.2621103
-> class 2\|1 [0.916]
Rule 6/230: (12.1/0.2, lift 8.7)
PC8 > 0.281837
PC10 <= 0.1907428
PC19 <= -1.409464
PC21 <= 1.617817
PC38 <= -0.6547016
-> class 2\|1 [0.915]
Rule 6/231: (9.5, lift 8.7)
PC1 > 11.01179
PC3 <= 0.7432103
PC8 > -3.591267
PC43 > -1.318185
PC82 > 0.5142318
-> class 2\|1 [0.913]
Rule 6/232: (68.4/7.6, lift 8.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC3 > -2.057374
PC6 <= -0.5545787
PC8 > -0.2924296
PC8 <= 0.281837
PC9 <= 11.4065
PC28 > 0.0711863
PC57 > -0.116783
-> class 2\|1 [0.878]
Rule 6/233: (313/37.6, lift 8.4)
PC1 <= -0.5890457
PC4 <= 0.1271644
PC8 > 0.281837
PC8 <= 2.7084
PC10 <= -0.1560069
PC11 > -2.740309
PC57 <= 0.8008868
PC68 <= 0.5208737
PC77 > -0.8103676
-> class 2\|1 [0.877]
Rule 6/234: (5.7, lift 8.3)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC9 > 0.2354248
PC88 > 0.3243824
-> class 2\|1 [0.871]
Rule 6/235: (33.5/11.5, lift 6.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC6 <= 7.437534
PC8 > -2.879138
PC9 <= 11.4065
PC45 > 0.3060665
PC57 <= -0.116783
-> class 2\|1 [0.647]
Rule 6/236: (85.9/31.1, lift 6.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC19 > -3.372171
PC32 > 1.601086
PC57 > -0.116783
-> class 2\|1 [0.634]
Rule 6/237: (51/19.3, lift 5.9)
PC2 <= 2.433167
PC6 <= 7.437534
PC9 > -4.402143
PC9 <= 11.4065
PC28 > -0.1345458
PC46 <= -0.303809
PC57 <= -0.116783
PC91 > 0.1406806
-> class 2\|1 [0.618]
Rule 6/238: (22.3/9.4, lift 5.5)
PC2 <= 2.433167
PC8 > -2.879138
PC57 <= -0.116783
PC87 > 3.563973
-> class 2\|1 [0.573]
Rule 6/239: (154.8/122.3, lift 2.0)
PC8 > -2.879138
PC9 > 11.4065
-> class 2\|1 [0.214]
Rule 6/240: (144.5, lift 10.8)
PC8 > -2.879138
PC8 <= 0.281837
PC9 > 7.567295
PC29 > -0.2631929
PC31 <= 1.98081
PC32 <= 1.601086
PC87 <= 4.054516
PC96 > -1.318192
PC100 <= 3.830744
-> class 2\|2 [0.993]
Rule 6/241: (59.3, lift 10.7)
PC2 <= 2.433167
PC6 <= -0.3276084
PC8 <= -2.879138
PC13 > -1.104129
PC34 > -0.1946163
PC37 <= 0.7552123
PC43 <= -0.2442445
PC64 > -0.4155906
PC73 <= 0.6333374
PC76 <= 0.290032
-> class 2\|2 [0.984]
Rule 6/242: (123.7/1.4, lift 10.6)
PC8 > -2.879138
PC8 <= 0.281837
PC9 > 11.4065
PC68 <= 3.504594
PC100 <= 3.830744
-> class 2\|2 [0.981]
Rule 6/243: (78.6/0.6, lift 10.6)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC19 > -3.372171
PC23 > 2.370828
PC29 > -0.2631929
-> class 2\|2 [0.980]
Rule 6/244: (39, lift 10.6)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 1.526527
PC10 > -0.1560069
PC44 <= 0.6014566
PC62 > -1.103371
PC71 <= -0.04672362
PC83 <= 1.037833
PC93 <= -0.3001563
-> class 2\|2 [0.976]
Rule 6/245: (40.2/0.2, lift 10.5)
PC2 <= 2.433167
PC4 <= 0.2633905
PC8 > -2.879138
PC8 <= 0.281837
PC38 <= 0.4308956
PC44 <= 0.4737972
PC51 > -0.2868612
PC71 > 1.15888
PC96 > -1.318192
PC100 <= 3.830744
-> class 2\|2 [0.972]
Rule 6/246: (460.9/12.2, lift 10.5)
PC1 <= -0.5890457
PC2 > -9.599361
PC2 <= 2.433167
PC6 <= 7.437534
PC8 > -2.879138
PC8 <= 0.281837
PC19 > -3.372171
PC26 <= 2.961563
PC28 > -0.1271087
PC45 <= 0.3060665
PC46 > -0.303809
PC57 <= -0.116783
PC60 <= -0.1070707
PC76 <= 0.6005656
PC81 <= 0.5237178
PC87 <= 3.563973
-> class 2\|2 [0.971]
Rule 6/247: (35.7/0.2, lift 10.5)
PC1 <= -0.5890457
PC2 > -6.886415
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 1.526527
PC20 <= 0.4922743
PC23 > 1.044799
PC44 <= 0.6014566
PC71 <= -0.04672362
PC83 <= 1.037833
-> class 2\|2 [0.968]
Rule 6/248: (423.3/13.7, lift 10.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC6 <= 7.437534
PC8 > -2.879138
PC8 <= 0.281837
PC16 > -0.765205
PC19 > -3.372171
PC26 <= 2.961563
PC28 > -0.1271087
PC33 <= 0.437591
PC45 <= 0.3060665
PC46 > -0.303809
PC57 <= -0.116783
PC76 <= 0.6005656
PC81 <= 0.5237178
PC87 <= 3.563973
-> class 2\|2 [0.966]
Rule 6/249: (93.3/2.2, lift 10.5)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC15 <= -0.8998862
PC19 > -3.372171
PC44 <= 0.4737972
PC76 <= 0.3063357
PC93 > 0.5879023
-> class 2\|2 [0.966]
Rule 6/250: (32.1/0.2, lift 10.5)
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC29 > -0.2631929
PC32 <= 1.601086
PC45 <= 0.3723633
PC65 <= -1.51268
PC96 > -1.318192
PC100 <= 3.830744
-> class 2\|2 [0.965]
Rule 6/251: (59.3/1.4, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC6 <= -0.5545787
PC8 > -2.879138
PC8 <= -0.2924296
PC19 > -3.372171
PC28 > 0.0711863
PC33 <= 0.223094
PC55 > -1.643115
PC57 > -0.116783
PC100 <= 3.830744
-> class 2\|2 [0.960]
Rule 6/252: (171/6.1, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC11 > -1.913164
PC19 > -3.372171
PC28 <= 0.0711863
PC29 > -0.2631929
PC40 <= -0.7292283
PC45 <= 0.3723633
PC96 > -1.318192
-> class 2\|2 [0.959]
Rule 6/253: (79.3/2.4, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= 0.281837
PC15 > -0.8998862
PC15 <= 3.862999
PC28 <= 0.0711863
PC38 > 0.4308956
PC51 > -0.2868612
PC65 <= 0.912097
PC76 <= 0.3063357
-> class 2\|2 [0.958]
Rule 6/254: (22, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC28 <= 0.0711863
PC29 > -0.2631929
PC44 <= 0.4737972
PC51 <= -0.7118331
-> class 2\|2 [0.958]
Rule 6/255: (17.9, lift 10.3)
PC1 <= -0.5890457
PC8 > 0.281837
PC19 > 3.330179
PC44 <= 0.6014566
PC71 <= -0.04672362
-> class 2\|2 [0.950]
Rule 6/256: (28.9/0.6, lift 10.3)
PC1 <= -0.5890457
PC2 > -6.886415
PC3 <= -1.031149
PC8 > 0.281837
PC8 <= 1.526527
PC44 <= 0.6014566
PC62 > -1.103371
-> class 2\|2 [0.948]
Rule 6/257: (20.6/0.2, lift 10.3)
PC1 <= -0.5890457
PC2 > -6.886415
PC8 > 0.281837
PC8 <= 1.526527
PC10 > -0.1560069
PC52 <= -0.08225534
PC93 > -0.3001563
-> class 2\|2 [0.947]
Rule 6/258: (16.1, lift 10.3)
PC1 <= -0.5890457
PC8 > 1.488642
PC8 <= 1.526527
PC10 > -0.1560069
PC44 <= 0.6014566
PC71 <= -0.04672362
-> class 2\|2 [0.945]
Rule 6/259: (15.1, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC20 > 0.4922743
PC21 > -1.450372
PC44 <= 0.6014566
-> class 2\|2 [0.941]
Rule 6/260: (15, lift 10.2)
PC1 > -0.5890457
PC2 <= 2.433167
PC3 <= 0.7432103
PC5 > -4.853271
PC8 > -0.3437947
PC9 <= 0.2354248
PC21 <= -0.2623605
PC43 > -1.318185
-> class 2\|2 [0.941]
Rule 6/261: (14.5, lift 10.2)
PC1 <= -0.5890457
PC2 > -6.886415
PC8 > 0.281837
PC8 <= 1.526527
PC44 <= 0.6014566
PC62 > -1.103371
PC71 <= -0.04672362
PC83 <= 1.037833
PC85 > 0.7008537
-> class 2\|2 [0.940]
Rule 6/262: (12.6, lift 10.1)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC5 > -4.853271
PC8 > -3.591267
PC9 <= 0.2354248
PC10 > -0.7514341
PC43 > -1.318185
PC52 <= 0.03497877
PC59 > 0.04371605
-> class 2\|2 [0.932]
Rule 6/263: (15.1/0.2, lift 10.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC6 > -0.5545787
PC8 > -2.879138
PC8 <= 0.281837
PC28 > 0.0711863
PC64 > 0.1902735
-> class 2\|2 [0.930]
Rule 6/264: (398.4/27.2, lift 10.1)
PC1 <= -0.5890457
PC2 > -9.599361
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC16 > -0.5452234
PC28 > -0.1345458
PC37 <= 1.408006
PC57 <= -0.116783
PC76 <= 0.6005656
PC81 <= 0.5237178
PC87 <= 3.563973
PC91 <= 0.1406806
-> class 2\|2 [0.930]
Rule 6/265: (46.6/2.4, lift 10.1)
PC1 <= -0.5890457
PC2 > -6.886415
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 1.526527
PC29 > 0.1647431
PC44 <= 0.6014566
PC62 > -1.103371
PC71 <= -0.04672362
-> class 2\|2 [0.929]
Rule 6/266: (178.7/13.3, lift 10.0)
PC2 <= 2.433167
PC4 <= 0.2633905
PC8 > -2.879138
PC8 <= 0.281837
PC15 > -0.8998862
PC44 <= 0.4737972
PC47 <= 0.3664965
PC55 > 0.4662306
PC76 <= 0.3063357
PC96 > -1.318192
-> class 2\|2 [0.921]
Rule 6/267: (18.1/0.6, lift 10.0)
PC1 <= -0.5890457
PC8 > 1.526527
PC8 <= 2.7084
PC10 > -0.1560069
PC44 <= 0.6014566
PC49 <= -0.5609685
PC71 <= -0.04672362
-> class 2\|2 [0.920]
Rule 6/268: (32.6/1.8, lift 10.0)
PC1 <= -0.5890457
PC8 > 0.281837
PC8 <= 2.7084
PC10 > 0.8184493
PC40 > -1.48402
PC44 <= 0.6014566
PC71 <= -0.04672362
-> class 2\|2 [0.919]
Rule 6/269: (12.6/0.2, lift 10.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC19 > -3.372171
PC29 > -0.2631929
PC32 > 1.570666
PC32 <= 1.601086
-> class 2\|2 [0.918]
Rule 6/270: (244.6/19.7, lift 9.9)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC10 > -0.3763258
PC15 > -0.8998862
PC15 <= 3.289732
PC19 > -3.372171
PC28 <= 0.0711863
PC43 > -1.170159
PC44 > -0.9005636
PC44 <= 0.4737972
PC47 <= 0.3664965
PC51 > -0.2868612
PC52 <= 0.1611216
PC55 > -0.7171825
PC55 <= 0.4662306
PC57 > -0.116783
PC61 > -1.441893
PC65 <= 0.912097
PC76 <= 0.2717692
PC77 <= 0.5674579
PC78 > -0.06927336
-> class 2\|2 [0.916]
Rule 6/271: (9.6, lift 9.9)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 2.7084
PC21 > -1.450372
PC40 <= -1.48402
PC44 <= 0.6014566
PC62 > -1.103371
-> class 2\|2 [0.914]
Rule 6/272: (9.1, lift 9.9)
PC1 <= -0.5890457
PC4 <= 0.2633905
PC6 > 5.915107
PC8 <= 0.281837
PC15 <= 3.862999
-> class 2\|2 [0.910]
Rule 6/273: (8.7, lift 9.8)
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 2.7084
PC10 <= 0.8184493
PC44 <= 0.6014566
PC71 <= -0.04672362
PC83 > 1.037833
-> class 2\|2 [0.907]
Rule 6/274: (75.5/7.2, lift 9.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC8 <= 1.526527
PC12 <= -2.219162
PC44 <= 0.6014566
PC71 <= -0.04672362
PC83 <= 1.037833
-> class 2\|2 [0.894]
Rule 6/275: (86.9/8.5, lift 9.7)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > 0.281837
PC21 <= -1.450372
PC23 > 0.8331635
-> class 2\|2 [0.894]
Rule 6/276: (7.6/0.2, lift 9.5)
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC32 <= 1.601086
PC44 > 0.4737972
PC57 > -0.116783
PC57 <= -0.07767463
-> class 2\|2 [0.875]
Rule 6/277: (45.1/5, lift 9.5)
PC1 > -0.5890457
PC1 <= 11.01179
PC2 <= 2.433167
PC3 <= 0.7432103
PC5 > -4.853271
PC8 > -3.591267
PC8 <= -0.3437947
PC10 > -0.7514341
PC11 <= 2.046466
PC56 <= 2.073715
PC83 <= -0.130059
-> class 2\|2 [0.874]
Rule 6/278: (5.3, lift 9.4)
PC1 <= -0.5890457
PC8 > 0.281837
PC10 <= -0.1560069
PC11 <= -2.740309
-> class 2\|2 [0.864]
Rule 6/279: (4.5, lift 9.2)
PC1 <= -0.5890457
PC8 <= 0.281837
PC19 <= -3.372171
PC40 <= -1.119929
-> class 2\|2 [0.846]
Rule 6/280: (22.6/3.4, lift 8.9)
PC8 > 0.281837
PC8 <= 1.526527
PC12 > -2.219162
PC29 <= 0.1647431
PC41 > 1.458959
PC44 <= 0.6014566
PC71 <= -0.04672362
-> class 2\|2 [0.819]
Rule 6/281: (19.4/7.9, lift 6.3)
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC9 <= 7.567295
PC23 <= -1.569168
PC44 > 0.4737972
PC100 <= 3.830744
-> class 2\|2 [0.585]
Rule 6/282: (17.7/7.6, lift 6.1)
PC1 <= -0.5890457
PC8 > 1.526527
PC8 <= 2.7084
PC21 > -1.450372
PC44 <= 0.6014566
PC70 > 0.2946905
-> class 2\|2 [0.565]
Rule 6/283: (10.3/5.3, lift 5.3)
PC10 > -0.1560069
PC10 <= -0.1542242
-> class 2\|2 [0.485]
Rule 6/284: (109.9, lift 8.2)
PC1 <= -0.5890457
PC15 > 3.862999
PC28 <= 0.0711863
PC40 > -0.7292283
PC45 <= 0.3723633
PC57 > -0.116783
-> class 2\|3 [0.991]
Rule 6/285: (80.7, lift 8.2)
PC2 <= 2.433167
PC8 <= 0.281837
PC9 <= 7.567295
PC38 <= 0.4308956
PC40 > -0.7292283
PC44 > -0.9005636
PC45 <= 0.3723633
PC52 <= 0.1611216
PC77 > 0.5674579
PC78 > -0.06927336
-> class 2\|3 [0.988]
Rule 6/286: (91.6/0.2, lift 8.2)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 <= 0.281837
PC9 <= 11.4065
PC55 <= -1.643115
PC100 <= 3.830744
-> class 2\|3 [0.987]
Rule 6/287: (64.4, lift 8.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.591267
PC19 > -1.380552
PC43 <= -0.1397224
-> class 2\|3 [0.985]
Rule 6/288: (66.3, lift 8.2)
PC1 > -0.5890457
PC1 <= 11.01179
PC3 <= 0.7432103
PC8 > -3.591267
PC8 <= -0.3437947
PC9 <= 0.2354248
PC10 > -0.7514341
PC19 > -2.019373
PC43 > -1.318185
PC67 > -0.404483
PC83 > -0.130059
-> class 2\|3 [0.985]
Rule 6/289: (79.4/0.2, lift 8.2)
PC8 <= -2.879138
PC13 <= -1.104129
-> class 2\|3 [0.985]
Rule 6/290: (60.9, lift 8.1)
PC1 > -0.5890457
PC8 <= -3.591267
PC14 > 1.479784
PC19 > -1.380552
-> class 2\|3 [0.984]
Rule 6/291: (84.7/0.4, lift 8.1)
PC2 <= 2.433167
PC4 <= 0.2633905
PC8 <= 0.281837
PC9 <= 7.567295
PC15 > -0.8998862
PC28 <= 0.0711863
PC29 > -0.2631929
PC32 <= 1.601086
PC51 > -0.7118331
PC51 <= -0.2868612
PC57 > -0.116783
-> class 2\|3 [0.984]
Rule 6/292: (37.4, lift 8.1)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.591267
PC19 > -1.380552
PC30 > -0.1879708
-> class 2\|3 [0.975]
Rule 6/293: (30.3/0.4, lift 7.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC8 <= -3.591267
PC26 > 1.241181
-> class 2\|3 [0.957]
Rule 6/294: (20.2, lift 7.9)
PC1 > -0.5890457
PC2 <= 2.433167
PC13 > 0.6334361
PC97 > 1.696316
-> class 2\|3 [0.955]
Rule 6/295: (18.5, lift 7.9)
PC1 > -0.5890457
PC1 <= 11.01179
PC5 > -4.853271
PC8 > -3.591267
PC8 <= -0.3437947
PC11 > 2.046466
PC19 > -2.019373
PC83 <= -0.130059
-> class 2\|3 [0.951]
Rule 6/296: (11/1.6, lift 6.6)
PC1 <= -0.5890457
PC8 > -2.879138
PC8 <= 0.281837
PC26 > 2.961563
PC46 > -0.303809
PC57 <= -0.116783
PC100 <= 3.830744
-> class 2\|3 [0.797]
Rule 6/297: (12041.5/9631.8, lift 1.7)
PC2 <= 2.433167
-> class 2\|3 [0.200]
Rule 6/298: (217.9/2, lift 22.2)
PC1 <= -0.5890457
PC8 <= -2.879138
PC16 <= 0.3713317
PC17 <= 0.9892711
PC19 <= 3.731518
PC35 > -1.781289
PC43 > -0.2442445
PC72 > -0.504717
PC96 <= 0.1991651
PC97 > 0.04421862
-> class 2\|4 [0.986]
Rule 6/299: (53.9, lift 22.1)
PC8 <= -2.879138
PC19 <= -4.58197
-> class 2\|4 [0.982]
Rule 6/300: (72.8/1.2, lift 21.9)
PC1 <= -0.5890457
PC7 > -1.589333
PC8 <= -2.879138
PC9 <= 1.342939
PC28 > 0.03648414
PC35 > -1.781289
PC40 > -0.3335989
-> class 2\|4 [0.971]
Rule 6/301: (330.1/11.4, lift 21.7)
PC8 <= -2.879138
PC12 <= 2.529128
PC16 <= 0.3713317
PC17 <= 0.9892711
PC19 <= 3.731518
PC23 <= 2.385667
PC36 <= 0.9121976
PC39 <= 0.1802836
PC40 > -0.3335989
PC43 > -0.2442445
PC54 > -0.6117583
PC55 <= -0.12774
PC59 <= 0.1286327
PC72 > -0.504717
PC81 <= 0.2663418
PC92 <= 0.1706715
PC96 <= 0.1991651
-> class 2\|4 [0.963]
Rule 6/302: (21.9/0.2, lift 21.4)
PC1 <= -0.5890457
PC8 > -2.879138
PC8 <= 0.281837
PC19 <= -3.372171
PC73 > 0.2751132
-> class 2\|4 [0.950]
Rule 6/303: (17.9/0.2, lift 21.2)
PC8 <= -2.879138
PC9 > 1.342939
PC23 <= 2.385667
PC35 > -1.781289
PC40 > -0.3335989
PC43 > -0.2442445
PC72 > -0.504717
PC96 > 0.1991651
-> class 2\|4 [0.940]
Rule 6/304: (13.9, lift 21.1)
PC1 <= -0.5890457
PC19 <= -3.372171
PC96 > 0.3121356
-> class 2\|4 [0.937]
Rule 6/305: (13.8, lift 21.1)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC28 <= 0.0711863
PC45 > 0.3723633
PC57 > -0.116783
PC97 <= -0.1895619
-> class 2\|4 [0.937]
Rule 6/306: (61.4/3.2, lift 21.0)
PC2 <= 2.433167
PC8 <= -2.879138
PC43 > -0.2442445
PC76 <= -0.7858639
-> class 2\|4 [0.934]
Rule 6/307: (181.1/11.7, lift 21.0)
PC1 > -0.5890457
PC8 <= -3.591267
PC14 <= 1.479784
PC26 <= 1.241181
PC30 <= -0.1879708
PC43 > -0.1397224
-> class 2\|4 [0.931]
Rule 6/308: (49.6/2.8, lift 20.9)
PC2 <= 2.433167
PC8 <= -2.879138
PC9 <= -0.5871171
PC13 <= 0.5263308
PC16 <= 0.3713317
PC19 <= 3.731518
PC40 > -0.3335989
PC43 > -0.2442445
PC55 > -0.12774
PC59 <= 0.1286327
PC72 > -0.504717
PC96 <= 0.1991651
-> class 2\|4 [0.926]
Rule 6/309: (22.6/2.1, lift 19.7)
PC7 <= -1.589333
PC8 <= -2.879138
PC13 <= 0.5263308
PC35 > -1.781289
PC40 > -0.3335989
PC43 > -0.2442445
PC72 > -0.504717
PC96 > 0.1991651
-> class 2\|4 [0.873]
Rule 6/310: (27.1/2.8, lift 19.6)
PC1 <= -0.5890457
PC8 <= -2.879138
PC19 <= -0.133185
PC43 <= -0.2442445
PC73 > 0.6333374
-> class 2\|4 [0.868]
Rule 6/311: (2.8, lift 17.9)
PC2 <= 2.433167
PC8 <= -2.879138
PC43 <= -0.2442445
PC63 <= -5.203896
-> class 2\|4 [0.793]
Rule 6/312: (16.1/5.1, lift 15.0)
PC1 <= -0.5890457
PC2 <= 2.433167
PC8 > -2.879138
PC8 <= 0.281837
PC37 > 1.408006
PC57 <= -0.116783
-> class 2\|4 [0.664]
Default class: 0\|2
----- Trial 7: -----
Rules:
Rule 7/1: (60.2/0.2, lift 15.4)
PC4 <= 10.1275
PC13 <= 7.272148
PC17 > -0.664036
PC18 > 1.22673
PC26 <= 0.6631289
PC33 <= 3.221154
PC35 <= 0.4317198
PC55 > -0.4851243
PC80 <= -0.6627112
PC86 > -1.276985
-> class 0\|0 [0.981]
Rule 7/2: (22.7, lift 15.0)
PC2 > 2.433167
PC9 > 0.4132881
PC18 > -0.3695138
PC35 > 0.4317198
-> class 0\|0 [0.960]
Rule 7/3: (56.3/1.4, lift 15.0)
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC36 > 2.683903
PC69 <= 3.342809
PC81 <= 1.274873
-> class 0\|0 [0.959]
Rule 7/4: (9.1, lift 14.3)
PC2 > 2.433167
PC18 > -0.3695138
PC18 <= 1.22673
PC32 <= 0.09881526
PC44 > 2.092405
-> class 0\|0 [0.910]
Rule 7/5: (60.7/6.2, lift 13.9)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 7.272148
PC18 > -0.3695138
PC18 <= 1.22673
PC39 > -2.906153
PC48 > 0.3414077
PC81 <= 1.274873
PC82 <= -0.1759165
-> class 0\|0 [0.885]
Rule 7/6: (6.9/0.2, lift 13.7)
PC2 > 2.433167
PC13 <= 7.272148
PC18 > -0.3695138
PC21 <= 0.4855005
PC23 > 1.220775
PC26 <= 0.6631289
PC35 > 0.4317198
PC42 <= 2.839821
-> class 0\|0 [0.871]
Rule 7/7: (1602.6/520.9, lift 10.6)
PC13 <= 7.272148
PC14 > -0.7238198
PC17 > -0.664036
PC18 > 1.22673
PC26 <= 0.6631289
PC35 <= 0.4317198
PC69 <= 3.342809
PC81 <= 1.274873
-> class 0\|0 [0.675]
Rule 7/8: (160.5, lift 13.0)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 7.272148
PC18 > -0.3695138
PC18 <= 1.22673
PC23 > -0.8730227
PC32 > 0.09881526
PC39 > -2.906153
PC48 <= 0.3414077
PC59 > -0.5700083
-> class 0\|1 [0.994]
Rule 7/9: (86.1, lift 12.9)
PC2 > 2.433167
PC3 <= 1.640775
PC7 <= -0.5980417
PC9 > 0.1884761
PC18 > -0.3695138
PC18 <= 1.22673
PC48 <= 0.3414077
-> class 0\|1 [0.989]
Rule 7/10: (78.8, lift 12.9)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 10.1275
PC9 > 0.1884761
PC17 > -0.3321014
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= 2.065051
PC48 <= 0.3414077
-> class 0\|1 [0.988]
Rule 7/11: (84.5, lift 12.9)
PC2 > 2.433167
PC13 > 1.787175
PC13 <= 7.272148
PC18 > 1.22673
PC42 <= 2.839821
PC70 <= 0.4914486
PC86 > -1.276985
-> class 0\|1 [0.988]
Rule 7/12: (112.6/0.5, lift 12.9)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 7.272148
PC18 > -0.3695138
PC18 <= 1.22673
PC24 <= 1.924565
PC44 <= 2.092405
PC48 <= 0.3414077
PC60 <= -0.4183349
PC79 <= 1.187003
PC90 > -0.8976686
-> class 0\|1 [0.987]
Rule 7/13: (74.6, lift 12.9)
PC2 > 2.433167
PC3 <= 1.640775
PC17 > -0.664036
PC18 > -0.3695138
PC37 <= 0.8444793
PC48 <= 0.417758
PC56 <= 1.258989
PC65 <= 0.7491796
PC66 <= -0.8459027
PC83 <= 0.3780164
PC86 > -1.276985
-> class 0\|1 [0.987]
Rule 7/14: (104.3/0.5, lift 12.9)
PC4 <= 10.1275
PC9 <= 0.4132881
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC23 <= 1.220775
PC35 > 0.4317198
-> class 0\|1 [0.986]
Rule 7/15: (65.6, lift 12.9)
PC13 <= 7.272148
PC16 > -1.269788
PC18 > 1.22673
PC32 > -0.7586462
PC39 > -2.906153
PC56 > 1.258989
PC68 <= 0.8476696
PC81 <= 1.274873
-> class 0\|1 [0.985]
Rule 7/16: (57.7, lift 12.9)
PC2 > 2.433167
PC4 <= 10.1275
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC69 > 3.342809
-> class 0\|1 [0.983]
Rule 7/17: (47.7, lift 12.8)
PC4 <= 10.1275
PC13 <= 7.272148
PC18 > -0.3695138
PC18 <= 1.22673
PC20 > 2.065051
PC32 <= 0.09881526
PC81 <= 1.274873
PC85 <= 1.250635
PC90 > -0.8976686
-> class 0\|1 [0.980]
Rule 7/18: (44.2, lift 12.8)
PC14 > -0.7238198
PC17 <= -0.0799842
PC18 > 1.22673
PC22 <= 0.9886847
PC32 > -0.7586462
PC48 <= 0.417758
PC83 <= 0.3780164
PC86 > -1.276985
-> class 0\|1 [0.978]
Rule 7/19: (182.1/3, lift 12.8)
PC1 <= -0.6897315
PC2 > 2.433167
PC13 <= 7.272148
PC14 > -0.7238198
PC16 > -1.269788
PC18 > 1.22673
PC22 <= 0.9886847
PC32 > -0.7586462
PC48 <= 0.417758
PC54 > -0.8110917
-> class 0\|1 [0.978]
Rule 7/20: (40.7, lift 12.8)
PC1 > -0.6897315
PC18 > -0.3695138
PC22 <= 0.9886847
PC28 <= -1.413625
PC37 <= 0.8444793
PC83 <= 0.3780164
-> class 0\|1 [0.977]
Rule 7/21: (78.1/0.9, lift 12.8)
PC3 <= 1.640775
PC6 > -1.599479
PC18 <= -0.3695138
PC28 > -1.394298
PC57 > 0.2684259
PC78 > 1.729346
-> class 0\|1 [0.976]
Rule 7/22: (60/0.5, lift 12.8)
PC14 > -0.7238198
PC16 > -1.269788
PC18 > 1.22673
PC35 <= 0.4317198
PC45 <= 1.476614
PC55 > -0.4851243
PC68 > 0.8476696
PC80 > -0.6627112
PC86 > -1.276985
-> class 0\|1 [0.976]
Rule 7/23: (46.6/0.3, lift 12.7)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 10.1275
PC17 > -0.664036
PC18 > -0.3695138
PC80 > -0.6627112
PC81 <= 1.274873
PC98 > 2.099467
-> class 0\|1 [0.973]
Rule 7/24: (34.9/0.2, lift 12.7)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 7.272148
PC17 > -0.664036
PC18 > -0.3695138
PC22 <= 0.9886847
PC32 > -0.7586462
PC37 <= 0.8444793
PC51 <= 0.423495
PC54 <= -0.8110917
PC80 > -0.6627112
PC83 <= 0.3780164
PC86 > -1.276985
-> class 0\|1 [0.969]
Rule 7/25: (34.9/0.2, lift 12.7)
PC4 <= 10.1275
PC17 > -0.664036
PC18 > 1.22673
PC22 <= 0.9886847
PC37 <= 0.8444793
PC48 <= 0.417758
PC80 > -0.6627112
PC83 <= 0.3780164
PC97 > 0.4908551
-> class 0\|1 [0.969]
Rule 7/26: (66.3/1.3, lift 12.6)
PC2 > 2.433167
PC13 <= 7.272148
PC18 > -0.3695138
PC33 > 3.221154
PC81 <= 1.274873
PC86 > -1.276985
-> class 0\|1 [0.966]
Rule 7/27: (43.6/0.6, lift 12.6)
PC13 <= 7.272148
PC14 > -0.7238198
PC16 <= -1.269788
PC18 > 1.22673
PC70 <= 0.4914486
PC80 > -0.6627112
PC86 > -1.276985
-> class 0\|1 [0.965]
Rule 7/28: (97.1/2.6, lift 12.6)
PC4 <= 10.1275
PC13 <= 7.272148
PC18 > 1.22673
PC32 > -0.7586462
PC37 <= 0.8444793
PC42 <= 2.839821
PC51 > 0.423495
PC56 > -0.5691051
PC70 <= 0.4914486
PC86 > -1.276985
-> class 0\|1 [0.964]
Rule 7/29: (56/1.4, lift 12.5)
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC32 > -0.7586462
PC55 > -0.4851243
PC65 <= 0.7491796
PC77 <= 0.7687787
PC83 <= 0.3780164
PC95 > 0.8422561
-> class 0\|1 [0.959]
Rule 7/30: (128.5/4.8, lift 12.5)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 10.1275
PC9 > 0.1884761
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= 2.065051
PC48 <= 0.3414077
PC80 <= 0.3653741
PC97 > 0.2607623
-> class 0\|1 [0.956]
Rule 7/31: (60.4/2.2, lift 12.4)
PC16 > -1.269788
PC18 > 1.22673
PC21 <= 0.4855005
PC27 > -1.834002
PC37 <= 0.8444793
PC48 <= 0.417758
PC69 > 0.3895292
PC70 <= 0.4914486
PC80 > -0.6627112
PC83 <= 0.3780164
PC95 <= 0.8422561
-> class 0\|1 [0.949]
Rule 7/32: (148/6.9, lift 12.4)
PC2 > 2.433167
PC5 <= 2.518982
PC13 <= 7.272148
PC18 > 1.22673
PC26 > 0.6631289
PC36 <= 2.683903
PC42 <= 2.839821
-> class 0\|1 [0.947]
Rule 7/33: (22/0.3, lift 12.4)
PC2 > 2.433167
PC3 > -1.98961
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.3695138
PC94 > 0.5764304
-> class 0\|1 [0.946]
Rule 7/34: (101.4/5.1, lift 12.3)
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC21 <= 0.4855005
PC22 <= 0.9886847
PC37 <= 0.8444793
PC48 <= 0.417758
PC80 > -0.6627112
PC90 > 0.55565
-> class 0\|1 [0.941]
Rule 7/35: (117.1/6.1, lift 12.3)
PC3 <= 1.640775
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > -0.3695138
PC45 > 1.476614
PC55 > -0.4851243
PC80 > -0.6627112
PC86 > -1.276985
-> class 0\|1 [0.941]
Rule 7/36: (28.1/0.8, lift 12.3)
PC13 > 7.272148
PC20 > 2.580031
-> class 0\|1 [0.941]
Rule 7/37: (18.2/0.3, lift 12.2)
PC13 <= 1.787175
PC18 > 1.22673
PC21 <= 0.4855005
PC31 > 0.238011
PC39 > -2.906153
PC48 <= 0.417758
-> class 0\|1 [0.935]
Rule 7/38: (12.7, lift 12.2)
PC2 > 2.433167
PC9 > 0.1884761
PC18 > -0.3695138
PC65 > -0.237627
PC80 > 0.3653741
-> class 0\|1 [0.932]
Rule 7/39: (16/0.3, lift 12.1)
PC13 <= 7.272148
PC14 > -0.7238198
PC18 > 1.22673
PC21 <= 0.4855005
PC55 > -0.4851243
PC77 > 0.7687787
PC86 > -1.276985
-> class 0\|1 [0.927]
Rule 7/40: (11.6, lift 12.1)
PC2 > 2.433167
PC14 > -0.7238198
PC18 > -0.3695138
PC26 <= 0.6631289
PC37 <= 0.8444793
PC58 <= -1.085806
PC83 > 0.3780164
PC86 > -1.276985
-> class 0\|1 [0.926]
Rule 7/41: (100.2/6.9, lift 12.1)
PC2 > 2.433167
PC4 <= 10.1275
PC9 > 0.1884761
PC18 > -0.3695138
PC18 <= 1.22673
PC24 <= 1.924565
PC32 <= 0.09881526
PC48 <= 0.3414077
PC65 <= -0.237627
PC79 <= 1.187003
-> class 0\|1 [0.923]
Rule 7/42: (65.2/6, lift 11.7)
PC2 > 2.433167
PC3 <= 1.640775
PC10 > -7.533022
PC13 <= 1.787175
PC14 > -0.7238198
PC17 > -0.0799842
PC18 > -0.3695138
PC22 <= 0.9886847
PC54 > 1.164388
PC70 <= 0.4914486
PC80 > -0.6627112
PC95 <= 0.8422561
-> class 0\|1 [0.896]
Rule 7/43: (6.8, lift 11.6)
PC10 <= -7.533022
PC26 <= 0.6631289
PC83 <= 0.3780164
-> class 0\|1 [0.886]
Rule 7/44: (32.3/3.8, lift 11.3)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > -1.599479
PC18 > -1.136285
PC18 <= -0.3695138
PC20 > -4.323125
PC43 <= -1.03128
-> class 0\|1 [0.861]
Rule 7/45: (57/7.3, lift 11.2)
PC2 > 2.433167
PC4 <= 10.1275
PC13 <= 7.272148
PC17 <= -0.664036
PC18 > 1.22673
PC39 > -2.906153
PC42 <= 2.839821
PC69 <= 3.342809
PC81 <= 1.274873
-> class 0\|1 [0.859]
Rule 7/46: (40/13.2, lift 8.7)
PC10 <= 6.479989
PC13 > 7.272148
PC16 <= -1.129304
PC18 > -0.3695138
-> class 0\|1 [0.663]
Rule 7/47: (27.9/12.9, lift 7.0)
PC2 > 2.433167
PC3 <= 1.640775
PC6 <= -1.599479
PC18 <= -0.3695138
-> class 0\|1 [0.536]
Rule 7/48: (246/160.3, lift 4.6)
PC2 > 2.433167
PC3 > -1.98961
PC18 > -1.136285
PC18 <= -0.3695138
-> class 0\|1 [0.350]
Rule 7/49: (48.7, lift 9.6)
PC2 > 2.433167
PC3 > -1.98961
PC3 <= 1.640775
PC12 <= 0.7647411
PC18 > -1.136285
PC18 <= -0.3695138
PC20 > -4.323125
PC43 > -0.5436036
PC68 <= 0.1493928
PC75 <= 0.3462674
PC94 <= 0.5764304
-> class 0\|2 [0.980]
Rule 7/50: (60.6/1.9, lift 9.3)
PC2 > 2.433167
PC3 <= 1.640775
PC8 <= 0.05571313
PC38 > -0.2966295
PC62 > -0.1678262
PC67 > -0.5859905
PC77 <= -0.1625298
PC79 <= 1.498619
PC80 > 0.1547775
PC86 <= 2.921873
PC98 > 0.6952597
-> class 0\|2 [0.953]
Rule 7/51: (29.4/1.2, lift 9.1)
PC18 <= -2.551063
PC38 > -0.3663746
PC38 <= -0.2966295
PC76 <= 1.654661
PC97 > -0.9070111
-> class 0\|2 [0.929]
Rule 7/52: (46.4/3.5, lift 8.9)
PC2 > 2.433167
PC12 <= 0.09670471
PC18 > 1.22673
PC21 > 0.4855005
PC69 <= 3.342809
PC81 <= 1.274873
-> class 0\|2 [0.906]
Rule 7/53: (7645.3/5611.3, lift 2.6)
PC2 > 2.433167
-> class 0\|2 [0.266]
Rule 7/54: (208.9, lift 10.9)
PC2 > 3.208661
PC3 > -4.333732
PC3 <= 1.640775
PC4 > -8.287465
PC4 <= 9.330827
PC18 <= -2.551063
PC30 <= 1.1943
PC33 <= 4.564105
PC37 > -1.003852
PC37 <= 1.735745
PC52 <= 1.565014
PC57 <= 1.459397
PC62 > -0.1678262
PC67 > -0.261762
PC80 <= 0.1547775
PC90 <= 0.4731984
-> class 0\|3 [0.995]
Rule 7/55: (157.3, lift 10.9)
PC3 <= 1.640775
PC4 <= 9.330827
PC18 <= -2.551063
PC33 <= 4.564105
PC77 > -1.55007
PC79 > -3.772085
PC97 <= -0.9070111
PC99 <= 2.508351
-> class 0\|3 [0.994]
Rule 7/56: (148.8/0.2, lift 10.9)
PC3 <= 1.640775
PC4 <= 9.330827
PC8 <= 0.05571313
PC9 <= -0.2754673
PC18 <= -2.551063
PC26 <= 1.47308
PC33 <= 4.564105
PC37 > -1.003852
PC67 > -0.5859905
PC69 > -3.215956
PC76 <= 1.654661
-> class 0\|3 [0.992]
Rule 7/57: (100.7, lift 10.9)
PC2 > 2.433167
PC4 > -8.287465
PC4 <= 9.330827
PC18 <= -2.551063
PC26 <= 1.47308
PC30 <= 1.1943
PC33 <= 4.564105
PC37 > -1.003852
PC37 <= 1.735745
PC38 <= -0.3663746
PC67 > -0.5859905
PC78 <= 1.729346
PC79 <= 1.498619
-> class 0\|3 [0.990]
Rule 7/58: (106.4/0.2, lift 10.8)
PC3 <= 1.640775
PC4 <= 9.330827
PC10 > 1.423542
PC18 <= -1.136285
PC21 <= 0.4040473
PC28 <= 2.902539
PC29 > -3.833862
PC51 <= 0.5812917
PC68 <= 0.5859751
PC70 <= 0.8834656
PC74 > -0.9629607
PC85 > -0.3626635
PC99 > -0.6856757
PC99 <= 2.508351
-> class 0\|3 [0.989]
Rule 7/59: (257.6/2, lift 10.8)
PC3 > -4.333732
PC4 > -8.287465
PC4 <= 9.330827
PC13 <= 1.283234
PC18 <= -2.551063
PC19 > -0.06550487
PC30 <= 1.1943
PC33 <= 4.564105
PC37 > -1.003852
PC37 <= 1.735745
PC38 > -0.2966295
PC52 <= 1.565014
PC62 > -0.1678262
PC76 <= 1.654661
PC90 <= 0.4731984
PC97 <= 0.4093239
PC98 <= 0.6952597
-> class 0\|3 [0.988]
Rule 7/60: (63, lift 10.8)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 9.330827
PC18 <= -0.3695138
PC29 > -3.833862
PC58 <= 2.093484
PC66 <= 1.60371
PC67 <= 0.1411533
PC73 <= 1.734017
PC75 > 0.5012618
PC83 <= 0.5681885
PC99 <= 2.508351
-> class 0\|3 [0.985]
Rule 7/61: (52.8, lift 10.8)
PC3 <= 1.640775
PC4 <= 9.330827
PC14 <= -0.6619228
PC18 > -2.551063
PC18 <= -1.136285
PC34 > -3.30041
PC86 <= 2.921873
-> class 0\|3 [0.982]
Rule 7/62: (44.7, lift 10.7)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 9.330827
PC18 <= -0.3695138
PC40 <= -2.842624
PC78 <= 1.729346
PC79 > -3.772085
-> class 0\|3 [0.979]
Rule 7/63: (63.6/0.5, lift 10.7)
PC4 <= 9.330827
PC18 > -2.551063
PC18 <= -1.136285
PC45 <= -0.6963742
PC67 <= 0.1411533
PC68 <= 0.5859751
PC70 <= 0.8834656
PC74 > -0.9629607
PC75 <= 0.5012618
PC83 <= 0.5681885
-> class 0\|3 [0.978]
Rule 7/64: (32.4, lift 10.6)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 9.330827
PC18 > -2.551063
PC18 <= -1.136285
PC39 > 1.786415
PC68 <= 0.5859751
PC78 <= 1.729346
-> class 0\|3 [0.971]
Rule 7/65: (38.4/0.2, lift 10.6)
PC4 <= 9.330827
PC18 <= -1.136285
PC70 > 3.262499
PC78 <= 1.729346
-> class 0\|3 [0.971]
Rule 7/66: (219.2/5.6, lift 10.6)
PC2 > 3.208661
PC3 > -4.333732
PC3 <= 1.640775
PC8 <= 0.05571313
PC18 <= -2.551063
PC33 <= 4.564105
PC37 > -1.003852
PC37 <= 1.735745
PC38 > -0.2966295
PC52 <= 1.565014
PC67 > -0.261762
PC77 > -0.1625298
PC79 <= 1.498619
PC90 <= 0.4731984
-> class 0\|3 [0.970]
Rule 7/67: (30.7, lift 10.6)
PC4 <= 9.330827
PC6 > -1.599479
PC18 > -2.551063
PC18 <= -1.136285
PC45 > -0.6963742
PC54 > -0.7879031
PC59 > 1.014286
PC74 > -0.9629607
PC83 <= 0.5681885
PC99 <= 2.508351
-> class 0\|3 [0.969]
Rule 7/68: (52.9/0.8, lift 10.6)
PC13 > 7.272148
PC36 > 1.355035
-> class 0\|3 [0.968]
Rule 7/69: (26.3, lift 10.6)
PC18 > -1.136285
PC18 <= -0.3695138
PC20 <= -4.323125
-> class 0\|3 [0.965]
Rule 7/70: (22.9/0.2, lift 10.5)
PC2 > 2.433167
PC3 <= 1.640775
PC18 > -2.551063
PC18 <= -0.3695138
PC21 > 0.4040473
PC54 > -0.7879031
PC58 <= 2.093484
PC74 > -0.9629607
PC99 > -0.4537926
-> class 0\|3 [0.954]
Rule 7/71: (19, lift 10.4)
PC4 > -8.287465
PC18 > -2.551063
PC18 <= -1.136285
PC29 > -3.833862
PC55 > 0.2360843
PC67 <= 0.1411533
PC68 <= 0.5859751
PC70 <= 0.8834656
PC74 > -0.9629607
PC75 <= 0.5012618
PC83 <= 0.5681885
PC99 > -0.6856757
-> class 0\|3 [0.952]
Rule 7/72: (63.6/2.2, lift 10.4)
PC18 <= -1.136285
PC33 <= 4.564105
PC39 <= 1.786415
PC66 <= 1.60371
PC68 <= 0.5859751
PC73 > 1.734017
PC78 <= 1.729346
-> class 0\|3 [0.952]
Rule 7/73: (54.5/1.7, lift 10.4)
PC2 > 2.433167
PC3 <= 1.640775
PC4 > -8.287465
PC4 <= 9.330827
PC18 > -2.551063
PC18 <= -1.136285
PC29 > -3.833862
PC66 > 1.60371
PC78 <= 1.729346
-> class 0\|3 [0.952]
Rule 7/74: (18.3, lift 10.4)
PC2 > 2.433167
PC4 <= 9.330827
PC14 > -0.6619228
PC18 <= -1.136285
PC70 <= 3.262499
PC89 > 1.736905
PC99 <= 2.508351
-> class 0\|3 [0.951]
Rule 7/75: (17.4, lift 10.4)
PC18 <= -0.3695138
PC36 > 4.010562
-> class 0\|3 [0.949]
Rule 7/76: (20/0.2, lift 10.4)
PC2 > 2.433167
PC3 <= 1.640775
PC6 > -1.599479
PC8 > 0.05571313
PC19 > 0.3424661
PC77 > -1.55007
-> class 0\|3 [0.947]
Rule 7/77: (25.4/0.5, lift 10.4)
PC2 > 2.433167
PC4 > -8.287465
PC4 <= 9.330827
PC18 > -2.551063
PC18 <= -1.136285
PC28 <= 2.902539
PC33 <= 4.564105
PC34 > -3.30041
PC67 > 0.1001843
PC67 <= 0.1411533
PC83 <= 0.5681885
PC99 <= 2.508351
-> class 0\|3 [0.947]
Rule 7/78: (19.1/0.2, lift 10.4)
PC18 > -2.551063
PC18 <= -1.136285
PC58 <= 2.093484
PC67 <= 0.1411533
PC74 > -0.9629607
PC83 <= 0.5681885
PC85 <= -0.3626635
PC98 > -0.6279142
PC99 <= 2.508351
-> class 0\|3 [0.945]
Rule 7/79: (46.4/1.7, lift 10.3)
PC3 <= 1.640775
PC4 <= 9.330827
PC18 <= -1.136285
PC79 > -3.772085
PC86 > 2.921873
PC99 <= 2.508351
-> class 0\|3 [0.944]
Rule 7/80: (15.2, lift 10.3)
PC2 > 2.433167
PC3 <= 1.640775
PC50 <= -3.859709
-> class 0\|3 [0.942]
Rule 7/81: (31.2/1.1, lift 10.3)
PC2 > 2.433167
PC4 <= 9.330827
PC18 <= -0.3695138
PC29 > -3.833862
PC45 > -0.6963742
PC54 > -0.7879031
PC58 <= -1.293504
PC85 > -0.3626635
PC99 > -0.4537926
PC99 <= 2.508351
-> class 0\|3 [0.937]
Rule 7/82: (23/0.6, lift 10.3)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 9.330827
PC18 > -2.551063
PC18 <= -1.136285
PC33 <= 4.564105
PC67 <= 0.1411533
PC71 <= -0.3499099
PC79 > -3.772085
PC83 <= 0.5681885
PC99 > -0.4537926
-> class 0\|3 [0.935]
Rule 7/83: (37.9/1.6, lift 10.2)
PC2 > 2.433167
PC3 <= 1.640775
PC4 <= 10.1275
PC13 <= 7.272148
PC39 <= -2.906153
-> class 0\|3 [0.934]
Rule 7/84: (80.5/4.6, lift 10.2)
PC2 > 2.433167
PC3 <= -1.98961
PC4 > -7.03899
PC18 > -1.099312
PC18 <= -0.3695138
PC27 > -1.150291
PC42 > -0.4975219
PC75 > 0.006521973
-> class 0\|3 [0.932]
Rule 7/85: (24.5/0.9, lift 10.2)
PC18 <= -1.136285
PC34 > -3.30041
PC34 <= -2.804436
PC68 <= 0.5859751
-> class 0\|3 [0.928]
Rule 7/86: (33.6/1.7, lift 10.1)
PC18 <= -1.236133
PC43 <= -0.1384571
PC57 <= 0.2684259
PC78 > 1.729346
-> class 0\|3 [0.923]
Rule 7/87: (144.3/10.8, lift 10.1)
PC2 > 2.433167
PC18 <= -1.136285
PC67 <= 0.1411533
PC74 > -0.9629607
PC99 > -0.6856757
PC99 <= -0.4537926
-> class 0\|3 [0.920]
Rule 7/88: (8.8, lift 9.9)
PC8 > 0.05571313
PC18 <= -2.551063
PC34 <= -1.555015
-> class 0\|3 [0.908]
Rule 7/89: (16.6/1.5, lift 9.5)
PC18 <= -1.236133
PC78 > 1.729346
PC100 <= -0.05370365
-> class 0\|3 [0.866]
Rule 7/90: (144.8/19.8, lift 9.4)
PC13 > 7.272148
PC16 > -1.129304
PC20 <= 2.580031
PC65 > -0.4597442
-> class 0\|3 [0.859]
Rule 7/91: (24.7/2.8, lift 9.4)
PC2 > 2.433167
PC3 > -0.5053111
PC3 <= 1.640775
PC18 > -2.551063
PC18 <= -0.3695138
PC28 <= 2.902539
PC67 <= 0.1411533
PC83 <= 0.5681885
PC93 <= 0.132979
-> class 0\|3 [0.857]
Rule 7/92: (162.4/23.6, lift 9.3)
PC4 > -8.287465
PC18 <= -1.136285
PC28 <= 2.902539
PC54 > -0.7879031
PC67 <= 0.1001843
PC68 <= 0.5859751
PC71 > -0.3499099
PC77 <= -0.1915936
PC82 <= -0.2653575
PC83 <= 0.5681885
PC98 > -0.6279142
PC99 > -0.6856757
-> class 0\|3 [0.850]
Rule 7/93: (15.3/2, lift 9.0)
PC4 > -8.287465
PC18 > -2.551063
PC18 <= -1.136285
PC28 > 2.902539
PC67 <= 0.1411533
PC68 <= 0.5859751
PC83 <= 0.5681885
-> class 0\|3 [0.825]
Rule 7/94: (12.5/1.8, lift 8.8)
PC2 > 2.433167
PC3 > -1.98961
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.3695138
PC75 > 0.3462674
-> class 0\|3 [0.804]
Rule 7/95: (15.8/2.9, lift 8.6)
PC2 > 2.433167
PC6 > -1.599479
PC8 > 0.1610735
PC18 <= -1.136285
PC54 > -0.7879031
PC67 <= 0.1411533
PC78 <= 1.729346
-> class 0\|3 [0.782]
Rule 7/96: (5.4/0.6, lift 8.6)
PC18 > -1.136285
PC18 <= -0.3695138
PC28 > 3.528283
PC75 <= 0.006521973
-> class 0\|3 [0.781]
Rule 7/97: (96/30.3, lift 7.5)
PC2 > 2.433167
PC3 <= 1.640775
PC13 <= 7.272148
PC18 <= 1.22673
PC48 > 0.3414077
PC90 > 0.5504546
-> class 0\|3 [0.680]
Rule 7/98: (132.5/0.2, lift 21.9)
PC1 > 13.49866
PC6 <= -1.298882
PC19 > -0.6420646
PC57 > -0.6109267
-> class 1\|0 [0.991]
Rule 7/99: (64.7/0.3, lift 21.6)
PC1 > -0.1083464
PC1 <= 0.4300639
PC9 > -0.3450414
PC16 <= 0.8839463
PC99 <= -0.4664733
-> class 1\|0 [0.980]
Rule 7/100: (177.1/3.6, lift 21.5)
PC1 > -0.1083464
PC14 <= -1.623508
PC15 > -3.075166
PC18 > -0.4104447
PC26 > -0.4542236
PC30 <= 0.3173436
PC88 <= 0.05966698
PC89 <= 0.5815402
PC91 > -0.3661957
-> class 1\|0 [0.974]
Rule 7/101: (33.4, lift 21.4)
PC1 > -0.1083464
PC1 <= 0.4300639
PC9 > -0.3450414
PC16 <= 0.8839463
PC72 > 0.1725964
-> class 1\|0 [0.972]
Rule 7/102: (56.6/0.6, lift 21.4)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.9051324
PC53 <= 0.2365824
PC56 > 0.8670388
-> class 1\|0 [0.972]
Rule 7/103: (66.3/1.1, lift 21.4)
PC1 > -0.1083464
PC1 <= 0.4300639
PC2 <= 2.433167
PC9 > -0.3450414
PC10 <= -0.3454105
PC16 <= 0.8839463
-> class 1\|0 [0.970]
Rule 7/104: (45/1.1, lift 21.1)
PC2 > 2.433167
PC3 > 1.640775
PC6 > -6.00747
PC16 <= -0.9051324
PC26 <= 0.04895893
PC60 <= 0.8443592
PC96 > 0.5175331
-> class 1\|0 [0.956]
Rule 7/105: (54.7/1.5, lift 21.1)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.9051324
PC60 > 0.8443592
-> class 1\|0 [0.955]
Rule 7/106: (67.3/3.1, lift 20.7)
PC2 > 2.914212
PC3 > 1.640775
PC26 <= 0.04895893
PC29 > -0.4809628
PC66 > -0.5105769
PC67 <= 0.3537801
PC77 <= 0.6599571
PC85 <= -0.06354888
PC96 <= 0.3956875
-> class 1\|0 [0.941]
Rule 7/107: (198.9/15.6, lift 20.2)
PC5 <= -1.696486
PC9 > 0.4882397
PC10 <= 0.97816
PC15 <= -3.075166
PC45 > -14.63849
PC59 <= 0.2982754
-> class 1\|0 [0.917]
Rule 7/108: (16.5/0.6, lift 20.1)
PC2 > 2.433167
PC3 > 1.640775
PC16 <= -0.9051324
PC26 <= 0.04895893
PC56 <= 0.8670388
PC68 > 1.656926
-> class 1\|0 [0.913]
Rule 7/109: (62.5/6.3, lift 19.6)
PC1 > -0.1083464
PC4 > -0.4178927
PC15 > -3.075166
PC34 <= -0.9896905
PC82 <= 0.3765694
PC91 <= 0.02376754
-> class 1\|0 [0.887]
Rule 7/110: (27.7/2.6, lift 19.4)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC15 > -3.075166
PC52 <= -0.155084
PC89 <= -0.1403926
-> class 1\|0 [0.878]
Rule 7/111: (6.7/0.3, lift 18.7)
PC3 > 1.640775
PC26 <= 0.04895893
PC29 <= -0.4809628
PC49 > 0.7913431
-> class 1\|0 [0.849]
Rule 7/112: (6.1/0.5, lift 18.0)
PC1 > -0.4342794
PC2 <= 2.433167
PC6 <= -1.298882
PC15 > -3.075166
PC16 <= 4.645583
PC28 <= -0.399829
-> class 1\|0 [0.819]
Rule 7/113: (75.7/1.1, lift 20.1)
PC1 > -0.4342794
PC14 <= -1.623508
PC15 > -3.075166
PC18 <= -0.4104447
PC89 <= 0.5815402
-> class 1\|1 [0.973]
Rule 7/114: (32.4, lift 20.1)
PC3 > 1.640775
PC16 <= -0.9051324
PC66 <= -0.5105769
PC85 <= -0.06354888
-> class 1\|1 [0.971]
Rule 7/115: (149.7/4.3, lift 19.9)
PC1 > -0.1083464
PC1 <= 0.4300639
PC9 > -0.3450414
PC10 > -0.3454105
PC15 > -3.075166
PC16 <= 0.8839463
PC27 > -0.1560484
PC72 <= 0.1725964
PC99 > -0.4664733
-> class 1\|1 [0.965]
Rule 7/116: (54/1.3, lift 19.8)
PC1 > 13.49866
PC6 <= -1.298882
PC15 > -3.075166
PC19 <= -0.6420646
PC78 > -1.084699
-> class 1\|1 [0.960]
Rule 7/117: (48.4/1.1, lift 19.8)
PC1 > -0.1083464
PC4 <= -0.4178927
PC34 <= -0.9896905
PC82 <= 0.3765694
PC91 <= 0.02376754
-> class 1\|1 [0.959]
Rule 7/118: (19.7/0.2, lift 19.6)
PC1 > -0.4342794
PC14 <= -1.623508
PC91 <= -0.3661957
-> class 1\|1 [0.947]
Rule 7/119: (38/1.3, lift 19.5)
PC1 > -0.1083464
PC14 <= -1.623508
PC15 > -3.075166
PC30 > 0.3173436
PC89 <= 0.5815402
-> class 1\|1 [0.944]
Rule 7/120: (13.7, lift 19.4)
PC2 <= 2.433167
PC5 <= -1.696486
PC10 > 0.97816
PC15 <= -3.075166
-> class 1\|1 [0.936]
Rule 7/121: (54.1/3.3, lift 19.1)
PC1 > 0.4300639
PC2 <= 2.433167
PC15 <= 4.026697
PC23 <= -2.076051
PC34 > -0.9896905
-> class 1\|1 [0.924]
Rule 7/122: (15/0.3, lift 19.1)
PC1 > 0.4300639
PC3 > -0.4155948
PC5 <= -5.417117
PC15 > -3.075166
PC80 > 0.5061225
-> class 1\|1 [0.923]
Rule 7/123: (34/2, lift 18.9)
PC1 > -0.4342794
PC6 <= -1.298882
PC15 > -3.075166
PC26 <= -1.336922
PC28 > -0.399829
PC44 > 0.800207
PC78 > -1.084699
-> class 1\|1 [0.916]
Rule 7/124: (50.8/6.9, lift 17.6)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7726525
PC16 > -0.9051324
PC39 > 0.004992982
-> class 1\|1 [0.851]
Rule 7/125: (44.6/6.4, lift 17.4)
PC1 > 13.49866
PC6 <= -1.298882
PC15 > -3.075166
PC57 <= -0.6109267
PC78 > -1.084699
-> class 1\|1 [0.842]
Rule 7/126: (9.8/1.1, lift 17.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC37 > 1.161991
-> class 1\|1 [0.822]
Rule 7/127: (22.4/3.5, lift 16.9)
PC2 > 2.433167
PC3 > 1.640775
PC43 > 1.646423
-> class 1\|1 [0.817]
Rule 7/128: (28.2/5.2, lift 16.4)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7726525
PC16 > -0.9051324
PC36 > 0.1273043
PC38 <= -0.00330259
PC43 <= 1.646423
-> class 1\|1 [0.793]
Rule 7/129: (22.3/4.2, lift 16.2)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7726525
PC97 > 2.102084
-> class 1\|1 [0.786]
Rule 7/130: (28.7/9.1, lift 13.8)
PC5 <= -1.696486
PC15 <= -3.075166
PC59 > 0.2982754
-> class 1\|1 [0.670]
Rule 7/131: (65.3/25.1, lift 12.7)
PC1 > 0.4300639
PC2 <= 2.433167
PC6 > -1.298882
PC12 > 2.218522
PC14 > -1.623508
PC15 > -3.075166
PC34 > -0.9896905
-> class 1\|1 [0.613]
Rule 7/132: (14/5.2, lift 12.6)
PC2 > 2.433167
PC3 > 1.640775
PC15 > -0.7726525
PC93 <= -0.9696231
-> class 1\|1 [0.611]
Rule 7/133: (47.9/19.2, lift 12.3)
PC1 > 0.4300639
PC2 <= 2.433167
PC6 > -1.298882
PC18 > 0.2115095
PC34 > -0.9896905
-> class 1\|1 [0.596]
Rule 7/134: (35.3/19.5, lift 9.3)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC15 > -3.075166
PC78 > 0.1864784
PC89 > -0.1403926
PC98 > -0.2103545
-> class 1\|1 [0.450]
Rule 7/135: (1041.8/668.5, lift 7.4)
PC2 > 2.433167
PC3 > 1.640775
-> class 1\|1 [0.359]
Rule 7/136: (150.4, lift 14.5)
PC1 > 0.4300639
PC2 <= 2.433167
PC6 > -1.298882
PC13 > -0.1286207
PC18 <= 0.2115095
PC34 > -0.9896905
PC45 <= -0.4031202
-> class 1\|2 [0.993]
Rule 7/137: (149.7/0.3, lift 14.4)
PC1 > 9.886424
PC3 <= -0.4155948
PC6 > -1.298882
PC14 > -1.623508
PC18 <= 0.2115095
PC34 > -0.9896905
-> class 1\|2 [0.991]
Rule 7/138: (135.6/0.3, lift 14.4)
PC1 > -0.4342794
PC6 > -1.298882
PC32 <= -4.945643
-> class 1\|2 [0.990]
Rule 7/139: (59.7, lift 14.3)
PC1 > -0.1083464
PC2 <= 2.433167
PC3 > -0.4155948
PC30 > -0.3692068
PC83 <= -0.6203947
-> class 1\|2 [0.984]
Rule 7/140: (158.5/2.2, lift 14.3)
PC1 > 0.4300639
PC6 > -1.298882
PC13 > -0.1286207
PC15 > -3.075166
PC18 <= 0.2115095
PC90 > 0.4731984
-> class 1\|2 [0.980]
Rule 7/141: (43.7, lift 14.2)
PC5 > 12.60087
PC23 > -2.076051
PC34 > -0.9896905
-> class 1\|2 [0.978]
Rule 7/142: (48.3/0.3, lift 14.2)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.9051324
PC36 <= 0.1273043
PC38 <= -0.00330259
PC39 <= 0.004992982
-> class 1\|2 [0.974]
Rule 7/143: (19.5, lift 13.9)
PC1 > -0.4342794
PC2 <= 2.433167
PC6 <= -1.298882
PC15 > -3.075166
PC78 <= -1.084699
-> class 1\|2 [0.953]
Rule 7/144: (213.5/13.2, lift 13.6)
PC1 > 0.4300639
PC2 <= 2.433167
PC3 > -0.4155948
PC5 > -5.417117
PC12 <= 2.218522
PC15 > -3.075166
PC18 <= 0.2115095
PC34 > -0.9896905
PC80 > 0.5061225
PC93 <= 0.7375258
-> class 1\|2 [0.934]
Rule 7/145: (13.1/0.2, lift 13.4)
PC1 > -0.4342794
PC6 > -1.298882
PC13 > -0.1286207
PC14 <= -1.054138
PC15 > -3.075166
PC30 > -0.3692068
-> class 1\|2 [0.923]
Rule 7/146: (13.6/0.3, lift 13.3)
PC1 > -0.4342794
PC14 <= -1.623508
PC89 > 0.5815402
-> class 1\|2 [0.916]
Rule 7/147: (20.9/0.9, lift 13.3)
PC1 > -0.4342794
PC1 <= 0.4300639
PC2 <= 2.433167
PC6 > -1.298882
PC11 > -0.8211476
PC15 <= 4.026697
PC16 > 0.8839463
PC100 > 0.3201086
-> class 1\|2 [0.916]
Rule 7/148: (391.2/34.7, lift 13.2)
PC1 > 0.4300639
PC3 > -0.4155948
PC12 <= 2.218522
PC13 <= -0.1286207
PC15 <= 4.026697
PC17 <= 3.401942
PC18 <= 0.2115095
PC23 > -2.076051
PC34 > -0.9896905
PC71 <= 0.5455732
PC79 <= 0.4550014
PC80 <= 0.5061225
-> class 1\|2 [0.909]
Rule 7/149: (54.4/8.3, lift 12.1)
PC1 > -0.4342794
PC2 <= 2.433167
PC5 > -1.696486
PC15 <= -3.075166
PC34 > 0.272749
-> class 1\|2 [0.835]
Rule 7/150: (4.1, lift 12.1)
PC1 > -0.4342794
PC14 <= -1.623508
PC15 > -3.075166
PC18 > -0.4104447
PC26 <= -0.4542236
-> class 1\|2 [0.835]
Rule 7/151: (29.1/4.6, lift 11.9)
PC1 > -0.4342794
PC2 <= 2.433167
PC14 > -1.623508
PC15 > -3.075166
PC34 <= -0.9896905
PC82 > 0.3765694
-> class 1\|2 [0.820]
Rule 7/152: (290/91.5, lift 9.9)
PC1 > 0.4300639
PC3 > -0.4155948
PC14 > -1.623508
PC15 > -3.075166
PC15 <= 4.026697
PC18 <= 0.2115095
PC30 <= -0.3692068
PC34 > -0.9896905
-> class 1\|2 [0.683]
Rule 7/153: (503.7/211.1, lift 8.4)
PC2 > 2.433167
PC3 > 1.640775
PC16 > -0.9051324
-> class 1\|2 [0.581]
Rule 7/154: (44.9, lift 13.7)
PC1 > -0.1083464
PC2 <= 2.433167
PC12 <= 2.218522
PC13 > -0.1286207
PC30 <= -0.3692068
PC34 > -0.9896905
PC50 <= -0.4170532
-> class 1\|3 [0.979]
Rule 7/155: (244.9/5.4, lift 13.6)
PC1 > -0.1083464
PC1 <= 0.4300639
PC6 > -1.298882
PC11 > -0.8211476
PC16 > 0.8839463
PC100 <= 0.3201086
-> class 1\|3 [0.974]
Rule 7/156: (82.6/1.8, lift 13.5)
PC1 > -0.4342794
PC2 <= 2.433167
PC6 > -1.298882
PC12 <= 2.218522
PC13 > -0.1286207
PC15 > -3.075166
PC32 > -4.945643
PC45 > -0.4031202
PC78 <= -0.5905315
PC90 <= 0.4731984
-> class 1\|3 [0.967]
Rule 7/157: (231.4/7.4, lift 13.5)
PC1 > -0.1083464
PC15 > 4.026697
PC56 > -0.484502
-> class 1\|3 [0.964]
Rule 7/158: (36.1/0.9, lift 13.3)
PC1 > -0.4342794
PC17 > 3.401942
PC18 <= 0.2115095
PC23 > -2.076051
PC71 <= 0.5455732
PC79 <= 0.4550014
-> class 1\|3 [0.949]
Rule 7/159: (361.4/20.2, lift 13.2)
PC1 > 0.4300639
PC2 <= 2.433167
PC3 > -0.4155948
PC5 <= 12.60087
PC12 <= 2.218522
PC13 > -0.1286207
PC14 > -1.054138
PC15 > -3.075166
PC18 <= 0.2115095
PC30 > -0.3692068
PC32 > -4.945643
PC34 > -0.9896905
PC45 > -0.4031202
PC80 <= 0.5061225
PC83 > -0.6203947
PC90 <= 0.4731984
-> class 1\|3 [0.942]
Rule 7/160: (108.5/7.5, lift 12.9)
PC2 > 2.433167
PC3 > 1.640775
PC9 > -1.231238
PC15 <= -0.7726525
PC83 <= 0.06772247
-> class 1\|3 [0.923]
Rule 7/161: (140.6/14.7, lift 12.4)
PC1 > 0.4300639
PC2 <= 2.433167
PC3 > -0.4155948
PC12 <= 2.218522
PC13 > -0.1286207
PC18 <= 0.2115095
PC23 > -2.076051
PC37 > 0.2865156
PC45 > -0.4031202
PC80 <= 0.5061225
-> class 1\|3 [0.890]
Rule 7/162: (96.2/10, lift 12.4)
PC2 > 2.433167
PC3 > 1.640775
PC15 <= -1.599951
-> class 1\|3 [0.888]
Rule 7/163: (55.8/10.6, lift 11.2)
PC1 > -0.4342794
PC2 <= 2.433167
PC6 <= -1.298882
PC16 > 4.645583
-> class 1\|3 [0.799]
Rule 7/164: (150.3/43.4, lift 9.9)
PC1 > -0.4342794
PC2 <= 2.433167
PC13 <= -0.1286207
PC14 > -1.623508
PC15 > -3.075166
PC71 > 0.5455732
PC80 <= 0.5061225
-> class 1\|3 [0.709]
Rule 7/165: (19.5/7.8, lift 8.3)
PC1 > -0.1083464
PC6 > -1.298882
PC14 > -1.623508
PC15 > -3.075166
PC34 <= -0.9896905
PC82 <= 0.3765694
PC91 > 0.02376754
-> class 1\|3 [0.591]
Rule 7/166: (837.9/376.3, lift 7.7)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC67 <= 0.08937011
PC78 <= 0.1864784
PC89 > -0.1403926
PC95 <= 0.2128091
PC98 > -0.2103545
-> class 1\|3 [0.551]
Rule 7/167: (323.7, lift 14.2)
PC7 > 0.5297524
PC16 <= 0.3932408
PC19 <= -0.5922827
PC21 > 0.8793962
PC44 <= 1.582453
PC61 > -1.042477
PC88 > -0.1712499
PC95 <= 0.34431
-> class 2\|0 [0.997]
Rule 7/168: (240.4/0.9, lift 14.1)
PC8 > 1.277736
PC19 <= -0.5922827
PC20 <= 0.1367185
PC28 <= -0.04640938
PC40 > -1.133333
PC61 > -1.042477
-> class 2\|0 [0.992]
Rule 7/169: (123, lift 14.1)
PC1 <= -0.4342794
PC8 > 1.277736
PC11 > -0.9337804
PC20 <= 0.1367185
PC22 > -0.6267856
PC50 > -0.9206259
PC68 > 1.544758
PC96 > -0.3144718
-> class 2\|0 [0.992]
Rule 7/170: (103.5, lift 14.1)
PC8 > -0.2065834
PC17 > -0.4645186
PC19 <= -0.5922827
PC20 <= 0.1367185
PC28 > -0.04640938
PC57 <= 1.001234
PC94 <= -0.7874113
-> class 2\|0 [0.991]
Rule 7/171: (111.7/0.2, lift 14.1)
PC8 > 1.277736
PC19 <= -0.5922827
PC20 <= 0.1367185
PC40 > -1.133333
PC41 <= -0.8915128
PC61 > -1.042477
PC88 > -0.1712499
PC96 > -0.3144718
-> class 2\|0 [0.990]
Rule 7/172: (139.5/0.9, lift 14.0)
PC2 <= -1.132581
PC8 > 1.277736
PC20 <= 0.1367185
PC22 > -0.6267856
PC30 <= -0.2541945
PC61 > -1.042477
-> class 2\|0 [0.986]
Rule 7/173: (156.6/1.2, lift 14.0)
PC7 > 1.784821
PC8 > 1.277736
PC11 > -0.9337804
PC20 <= 0.1367185
PC50 > -0.9206259
PC96 > -0.3144718
-> class 2\|0 [0.986]
Rule 7/174: (76.3/0.2, lift 14.0)
PC1 <= -0.4342794
PC8 > 1.277736
PC15 <= 1.497306
PC20 <= 0.1367185
PC21 <= 2.408413
PC57 > 1.001234
PC96 > -0.3144718
-> class 2\|0 [0.985]
Rule 7/175: (213.3/2.2, lift 14.0)
PC8 > 1.277736
PC11 > -0.9337804
PC21 > 2.408413
PC50 > -0.9206259
PC96 > -0.3144718
-> class 2\|0 [0.985]
Rule 7/176: (81.6/0.5, lift 14.0)
PC1 <= -0.4342794
PC8 > 1.277736
PC19 <= -0.5922827
PC40 > -1.133333
PC61 > -1.042477
PC95 > 0.34431
PC96 > -0.3144718
-> class 2\|0 [0.983]
Rule 7/177: (55.8/0.2, lift 13.9)
PC1 <= -0.4342794
PC8 > 1.277736
PC20 <= 0.1367185
PC50 > -0.9206259
PC69 > 0.3827886
PC96 > -0.3144718
-> class 2\|0 [0.980]
Rule 7/178: (48, lift 13.9)
PC1 > -0.1083464
PC1 <= 13.49866
PC2 <= 2.433167
PC6 <= -1.298882
PC26 > -1.336922
PC44 > 0.800207
PC63 <= 0.01857104
-> class 2\|0 [0.980]
Rule 7/179: (78.8/1.1, lift 13.8)
PC2 <= 2.433167
PC8 > 1.277736
PC11 > -0.9337804
PC17 <= -0.4645186
PC22 > -0.6267856
PC50 > -0.9206259
PC57 <= 1.001234
PC61 > -1.042477
PC96 > -0.3144718
-> class 2\|0 [0.974]
Rule 7/180: (215.2/6.6, lift 13.7)
PC1 <= -0.4342794
PC2 > -1.132581
PC8 > 1.277736
PC11 > -0.9337804
PC17 > -0.8873017
PC20 <= 0.1367185
PC36 <= 0.3732723
PC61 > -1.042477
PC70 <= 0.07821473
-> class 2\|0 [0.965]
Rule 7/181: (145.6/4.4, lift 13.7)
PC8 > 1.277736
PC19 <= -1.648668
PC20 <= 0.1367185
PC50 > -0.9206259
PC88 > -0.1712499
PC96 > -0.07200172
-> class 2\|0 [0.964]
Rule 7/182: (16.9, lift 13.5)
PC1 <= -0.4342794
PC8 > 1.277736
PC11 > -0.9337804
PC19 <= -0.5922827
PC21 <= 0.8793962
PC59 <= -0.7466796
-> class 2\|0 [0.947]
Rule 7/183: (15.4, lift 13.4)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC15 > -3.075166
PC57 > -0.3938038
PC67 > 0.08937011
PC78 <= 0.1864784
PC89 > -0.1403926
PC98 > -0.2103545
-> class 2\|0 [0.943]
Rule 7/184: (35/2.3, lift 12.9)
PC1 <= -0.4342794
PC8 > 1.277736
PC17 > 0.456572
PC20 <= 0.1367185
PC40 > -1.133333
PC61 > -1.042477
PC96 > -0.3144718
-> class 2\|0 [0.911]
Rule 7/185: (28.2/1.7, lift 12.9)
PC2 <= 2.433167
PC8 > 1.277736
PC8 <= 1.464226
PC19 <= -0.5922827
PC20 <= 0.1367185
PC61 > -1.042477
PC88 > -0.1712499
PC96 > -0.3144718
-> class 2\|0 [0.910]
Rule 7/186: (258.6, lift 9.2)
PC1 <= -0.4342794
PC8 > 1.277736
PC11 <= -0.9337804
PC20 <= 0.1367185
PC84 > -0.3865208
PC96 > -0.3144718
-> class 2\|1 [0.996]
Rule 7/187: (191.3, lift 9.2)
PC2 <= -1.132581
PC7 <= 1.784821
PC8 > 1.277736
PC20 <= 0.1367185
PC21 <= 2.408413
PC22 <= -0.6267856
PC40 > -1.133333
PC69 <= 0.3827886
PC96 > -0.3144718
-> class 2\|1 [0.995]
Rule 7/188: (104.2, lift 9.2)
PC1 <= -0.4342794
PC7 <= 1.784821
PC8 > 1.277736
PC20 <= 0.1367185
PC21 <= 2.408413
PC61 <= -1.042477
PC69 <= 0.3827886
-> class 2\|1 [0.991]
Rule 7/189: (75.4, lift 9.1)
PC2 <= 2.433167
PC4 > -0.4804776
PC8 > -0.2065834
PC29 <= 0.1580438
PC37 <= 1.161991
PC94 > 0.9697731
-> class 2\|1 [0.987]
Rule 7/190: (64.3, lift 9.1)
PC1 <= -0.4342794
PC8 > -3.294549
PC12 > 5.358043
PC76 <= -0.08802302
-> class 2\|1 [0.985]
Rule 7/191: (68.1/0.2, lift 9.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC12 > -2.385609
PC32 <= 1.077034
PC35 <= -1.000107
PC56 <= 0.6623823
PC94 <= 0.9697731
-> class 2\|1 [0.984]
Rule 7/192: (212.2/2.7, lift 9.1)
PC1 <= -0.4342794
PC2 <= -1.132581
PC8 > 1.277736
PC19 > -1.648668
PC20 <= 0.1367185
PC21 <= 0.8793962
PC28 > -0.04640938
PC30 > -0.2541945
PC40 > -1.133333
PC41 > -0.8915128
PC50 > -0.9206259
PC95 <= 0.34431
PC96 > -0.07200172
-> class 2\|1 [0.983]
Rule 7/193: (58.4, lift 9.1)
PC2 <= -1.132581
PC7 <= 0.5297524
PC8 > 1.277736
PC21 > 0.8793962
PC68 <= 1.544758
-> class 2\|1 [0.983]
Rule 7/194: (292.3/4.4, lift 9.1)
PC1 <= -0.4342794
PC2 <= -1.132581
PC7 <= 1.784821
PC8 > 1.277736
PC17 > -0.4645186
PC19 > -0.5922827
PC20 <= 0.1367185
PC21 <= 2.408413
PC30 > -0.2541945
PC40 > -1.133333
PC68 <= 1.544758
PC69 <= 0.3827886
-> class 2\|1 [0.982]
Rule 7/195: (62.7/0.2, lift 9.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC29 <= 0.1580438
PC45 <= -0.01453704
PC56 > -0.3931739
PC56 <= 0.6623823
PC80 <= 0.3573652
-> class 2\|1 [0.982]
Rule 7/196: (52.5, lift 9.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC28 <= -0.2738551
PC56 > 0.2843107
-> class 2\|1 [0.982]
Rule 7/197: (49/0.3, lift 9.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC33 <= -0.2839282
PC56 > -0.3931739
PC56 <= 0.6623823
PC80 <= 0.3573652
-> class 2\|1 [0.974]
Rule 7/198: (36.5, lift 9.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC4 <= -0.4804776
PC8 <= 1.277736
PC37 <= 1.161991
-> class 2\|1 [0.974]
Rule 7/199: (32.5, lift 9.0)
PC1 <= -0.4342794
PC8 > 1.277736
PC17 <= -0.8873017
PC20 <= 0.1367185
PC96 > -0.3144718
-> class 2\|1 [0.971]
Rule 7/200: (35.1/0.2, lift 9.0)
PC1 <= -0.4342794
PC2 > -1.132581
PC2 <= 2.433167
PC8 > -0.2065834
PC70 > 0.07821473
-> class 2\|1 [0.969]
Rule 7/201: (164.1/4.5, lift 8.9)
PC2 <= -1.132581
PC7 <= 1.784821
PC8 > -0.2065834
PC17 > -0.4645186
PC20 <= 0.1367185
PC21 <= 2.408413
PC28 > -0.04640938
PC30 > -0.2541945
PC40 > -1.133333
PC57 <= 1.001234
PC61 > -1.042477
PC88 <= -0.1712499
PC95 <= 0.34431
-> class 2\|1 [0.967]
Rule 7/202: (77.9/1.7, lift 8.9)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC12 > -2.385609
PC32 <= 0.2429903
PC33 <= -0.1172817
PC56 > -0.3931739
PC80 <= 0.3573652
PC88 <= 0.4188057
-> class 2\|1 [0.966]
Rule 7/203: (52.7/1.3, lift 8.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC29 <= 0.1580438
PC34 > 0.7305247
-> class 2\|1 [0.957]
Rule 7/204: (65.2/2.2, lift 8.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC29 <= 0.1580438
PC35 <= 1.15247
PC56 <= 0.6623823
PC80 <= 0.3573652
PC94 > 0.4194938
-> class 2\|1 [0.953]
Rule 7/205: (190.5/9.5, lift 8.7)
PC2 <= -1.132581
PC8 > 1.464226
PC17 <= 0.456572
PC21 <= 0.8793962
PC22 > -0.6267856
PC30 > -0.2541945
PC41 > -0.8915128
PC57 <= 1.001234
PC59 > -0.7466796
PC94 > -0.7874113
PC95 <= 0.34431
PC96 > -0.3144718
PC96 <= -0.07200172
-> class 2\|1 [0.946]
Rule 7/206: (61.6/2.6, lift 8.7)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC29 <= 0.1580438
PC33 > -0.2839282
PC46 > -0.2699843
PC55 <= -0.5527254
PC88 <= 0.4188057
PC94 > -0.4489605
-> class 2\|1 [0.944]
Rule 7/207: (15.6, lift 8.7)
PC1 <= -0.4342794
PC2 > -4.600608
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC37 <= 1.161991
PC54 > -0.1658456
PC56 <= -0.3931739
-> class 2\|1 [0.943]
Rule 7/208: (38.3/1.5, lift 8.7)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC29 <= 0.1580438
PC35 <= 1.15247
PC46 <= -0.2699843
PC56 > -0.3931739
-> class 2\|1 [0.938]
Rule 7/209: (85.9/5.4, lift 8.6)
PC1 <= -0.4342794
PC8 > 1.277736
PC11 > -0.9337804
PC20 <= 0.1367185
PC40 <= -1.133333
-> class 2\|1 [0.928]
Rule 7/210: (44.1/2.4, lift 8.6)
PC1 > -0.4342794
PC2 <= 2.433167
PC6 <= -1.298882
PC15 > -3.075166
PC26 > -1.336922
PC44 > 0.800207
PC63 > 0.01857104
-> class 2\|1 [0.926]
Rule 7/211: (111.6/7.6, lift 8.5)
PC1 <= -0.4342794
PC2 <= -1.132581
PC8 > 1.277736
PC16 > 0.3932408
PC17 > -0.4645186
PC17 <= 0.456572
PC21 <= 2.408413
PC57 <= 1.001234
-> class 2\|1 [0.925]
Rule 7/212: (59.4/3.8, lift 8.5)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC32 > 1.077034
PC35 <= 1.15247
PC37 <= 1.161991
-> class 2\|1 [0.921]
Rule 7/213: (181.7/13.5, lift 8.5)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC9 > -3.592107
PC30 > 0.4228213
-> class 2\|1 [0.921]
Rule 7/214: (28/1.4, lift 8.5)
PC2 <= -8.314324
PC8 > -3.294549
PC8 <= -0.2065834
PC63 > 0.0521405
-> class 2\|1 [0.919]
Rule 7/215: (28.1/1.7, lift 8.4)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC15 <= -0.6033562
PC32 <= 0.2429903
PC35 <= 1.15247
PC80 <= 0.3573652
PC94 > -0.4489605
-> class 2\|1 [0.911]
Rule 7/216: (8.7, lift 8.4)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC15 > -3.075166
PC57 <= -0.3938038
PC95 <= 0.2128091
-> class 2\|1 [0.907]
Rule 7/217: (10.1/0.2, lift 8.4)
PC1 <= -0.4342794
PC2 > -1.132581
PC8 > 1.277736
PC36 > 0.3732723
-> class 2\|1 [0.905]
Rule 7/218: (28.4/2.2, lift 8.3)
PC1 <= -0.4342794
PC8 > 1.277736
PC16 <= 0.3932408
PC21 <= 2.408413
PC44 > 1.582453
PC57 <= 1.001234
-> class 2\|1 [0.895]
Rule 7/219: (24.4/1.8, lift 8.3)
PC1 <= -0.4342794
PC8 > 1.277736
PC15 > 1.497306
PC57 > 1.001234
-> class 2\|1 [0.894]
Rule 7/220: (51.9/5.1, lift 8.2)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC12 > -2.385609
PC29 <= 0.1580438
PC32 <= 0.2429903
PC70 > 0.2531751
PC77 > -0.1299129
PC80 <= 0.3573652
PC94 <= 0.4194938
-> class 2\|1 [0.886]
Rule 7/221: (42.8/4.6, lift 8.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC32 <= 0.2429903
PC80 <= 0.3573652
PC88 > 0.4188057
-> class 2\|1 [0.876]
Rule 7/222: (55.2/7.2, lift 7.9)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC12 > -2.385609
PC29 <= 0.1580438
PC32 <= 0.2429903
PC88 <= 0.4188057
PC94 <= -0.4489605
-> class 2\|1 [0.856]
Rule 7/223: (6.6/0.6, lift 7.5)
PC1 <= -0.4342794
PC4 <= 0.08181693
PC8 <= -0.2065834
PC14 > 2.593071
PC28 > 0.03815055
-> class 2\|1 [0.813]
Rule 7/224: (228.5/45, lift 7.4)
PC1 <= -0.4342794
PC8 > 1.277736
PC10 <= 0.8101665
PC20 > 0.1367185
PC51 <= 0.4003935
PC78 <= 0.6319782
PC89 > -0.4797025
-> class 2\|1 [0.800]
Rule 7/225: (146.7/38.9, lift 6.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC20 <= 0.1367185
PC96 <= -0.3144718
-> class 2\|1 [0.732]
Rule 7/226: (51.9/18.2, lift 6.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC12 <= 5.358043
PC14 <= 2.593071
PC33 <= -0.622637
PC63 > 0.0521405
-> class 2\|1 [0.644]
Rule 7/227: (95.4, lift 10.8)
PC2 <= 2.433167
PC8 <= 1.277736
PC12 > -2.385609
PC15 > -0.6033562
PC29 <= 0.1580438
PC32 <= 1.077034
PC34 <= 0.7305247
PC46 > -0.2699843
PC56 > -0.3931739
PC70 > 0.2531751
PC77 <= -0.1299129
PC94 > -0.4489605
-> class 2\|2 [0.990]
Rule 7/228: (91, lift 10.8)
PC1 <= -0.4342794
PC4 <= 0.08181693
PC8 > -3.294549
PC8 <= -0.2065834
PC14 > 2.593071
PC28 <= 0.03815055
-> class 2\|2 [0.989]
Rule 7/229: (125.9/0.8, lift 10.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC4 > -0.4804776
PC8 > -0.2065834
PC8 <= 1.277736
PC21 <= 2.361151
PC28 > -0.1244157
PC30 <= 0.4228213
PC32 <= 1.077034
PC35 > -1.000107
PC37 <= 1.161991
PC46 > -0.2699843
PC56 > -0.3931739
PC80 > 0.3573652
PC94 <= 0.9697731
-> class 2\|2 [0.986]
Rule 7/230: (94.7/0.5, lift 10.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC21 <= 2.361151
PC28 > -0.1244157
PC30 <= 0.4228213
PC35 <= 1.15247
PC53 > -1.558367
PC56 > 0.6623823
PC94 <= 0.9697731
-> class 2\|2 [0.985]
Rule 7/231: (99.7/2.2, lift 10.6)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 > -1.550032
PC30 > 0.1006785
PC33 <= 0.2340388
PC48 <= 0.7632582
PC60 > -0.9822298
PC62 > -0.471928
PC63 <= 0.0521405
PC79 > -0.03819948
-> class 2\|2 [0.969]
Rule 7/232: (26.1, lift 10.5)
PC1 > -0.4342794
PC1 <= 13.49866
PC2 <= 2.433167
PC6 <= -1.298882
PC7 > 0.5275125
PC16 <= 4.645583
PC28 > -0.399829
PC44 <= 0.800207
-> class 2\|2 [0.964]
Rule 7/233: (121.5/3.8, lift 10.5)
PC8 > -0.2065834
PC8 <= 1.277736
PC12 <= -2.385609
PC21 <= 2.361151
PC32 <= 1.077034
PC56 > -0.3931739
-> class 2\|2 [0.961]
Rule 7/234: (112.9/3.6, lift 10.5)
PC1 <= -0.4342794
PC2 <= 2.433167
PC4 > -0.4804776
PC8 > -0.2065834
PC8 <= 1.277736
PC9 > -3.592107
PC29 > 0.1580438
PC30 <= 0.4228213
PC35 <= 1.15247
PC53 > -1.558367
PC56 > -0.3931739
-> class 2\|2 [0.960]
Rule 7/235: (64.6/1.9, lift 10.4)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC10 > -0.4088586
PC12 > -2.385609
PC28 > -0.1244157
PC32 > 0.2429903
PC32 <= 1.077034
PC33 > -0.2839282
PC45 > -0.01453704
PC94 <= 0.4194938
-> class 2\|2 [0.956]
Rule 7/236: (33.5/0.6, lift 10.4)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC22 <= -2.072907
PC48 <= 0.7632582
PC62 > -0.471928
-> class 2\|2 [0.955]
Rule 7/237: (27.7/0.8, lift 10.3)
PC1 <= -0.4342794
PC8 > -0.2065834
PC11 <= -0.9337804
PC20 <= 0.1367185
PC84 <= -0.3865208
-> class 2\|2 [0.940]
Rule 7/238: (35.4/1.3, lift 10.2)
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC27 > -0.7057388
PC44 > -0.7211635
PC48 > 0.7632582
PC62 > -0.471928
PC63 <= 0.0521405
-> class 2\|2 [0.938]
Rule 7/239: (203.2/12.2, lift 10.2)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -2.050626
PC8 <= -0.2065834
PC19 > -3.666448
PC44 <= -0.7211635
PC60 <= 0.9271494
PC63 <= 0.0521405
-> class 2\|2 [0.936]
Rule 7/240: (194.5/13.6, lift 10.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC8 <= 1.277736
PC10 > -0.4088586
PC15 > -0.6033562
PC28 > -0.1244157
PC29 <= 0.1580438
PC33 > -0.1172817
PC34 <= 0.7305247
PC45 > -0.01453704
PC46 > -0.2699843
PC55 > -0.5527254
PC56 > -0.3931739
PC70 <= 0.2531751
PC88 <= 0.4188057
PC94 > -0.4489605
PC94 <= 0.4194938
-> class 2\|2 [0.926]
Rule 7/241: (11.3, lift 10.1)
PC2 <= 2.433167
PC14 <= 2.593071
PC45 <= 0.297167
PC50 <= -0.8933262
PC63 > 0.0521405
PC63 <= 0.1486803
-> class 2\|2 [0.925]
Rule 7/242: (11.2, lift 10.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC44 > -0.7211635
PC62 > -0.471928
PC63 <= 0.0521405
PC80 <= -1.951839
-> class 2\|2 [0.924]
Rule 7/243: (18.9/0.6, lift 10.1)
PC1 <= -0.4342794
PC8 > -3.294549
PC8 <= -0.2065834
PC62 > -0.471928
PC62 <= -0.4679586
-> class 2\|2 [0.923]
Rule 7/244: (12.8/0.2, lift 10.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC10 <= 0.8101665
PC20 > 0.1367185
PC78 > 0.6319782
PC89 > -0.4797025
-> class 2\|2 [0.922]
Rule 7/245: (161.8/13.3, lift 10.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 > -2.346009
PC19 > -3.666448
PC43 <= -0.1143931
PC44 <= -0.7211635
PC55 > 0.05161848
PC63 <= 0.0521405
PC73 <= 1.372479
PC84 <= 1.96101
-> class 2\|2 [0.913]
Rule 7/246: (27.7/2.3, lift 9.7)
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC27 > -0.7057388
PC44 > -0.7211635
PC62 > -0.471928
PC63 <= 0.0521405
PC94 <= -1.041554
-> class 2\|2 [0.890]
Rule 7/247: (44.1/6.9, lift 9.0)
PC1 <= -0.4342794
PC2 <= -4.600608
PC8 > -0.2065834
PC8 <= 1.277736
PC30 <= 0.4228213
PC35 <= 1.15247
PC43 <= 0.4163237
PC54 > -0.1658456
PC56 <= -0.3931739
-> class 2\|2 [0.829]
Rule 7/248: (43/6.9, lift 9.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC10 <= 0.8101665
PC20 > 0.1367185
PC51 > 0.4003935
-> class 2\|2 [0.824]
Rule 7/249: (23.4/3.8, lift 8.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC27 > -0.7057388
PC44 > -0.7211635
PC60 <= -0.9822298
PC62 > -0.471928
PC63 <= 0.0521405
-> class 2\|2 [0.810]
Rule 7/250: (13.1/2.2, lift 8.6)
PC1 <= -0.4342794
PC8 > 1.277736
PC10 <= 0.8101665
PC20 > 0.1367185
PC89 <= -0.4797025
-> class 2\|2 [0.792]
Rule 7/251: (70.7/18.6, lift 8.0)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC12 <= 5.358043
PC28 > -0.2738551
PC36 > 0.09391297
PC62 <= -0.471928
PC80 > -0.4498366
-> class 2\|2 [0.731]
Rule 7/252: (9.6/2.2, lift 8.0)
PC1 > -0.4342794
PC1 <= 0.4300639
PC2 <= 2.433167
PC6 > -1.298882
PC16 <= 0.8839463
PC27 <= -0.1560484
-> class 2\|2 [0.729]
Rule 7/253: (51.8/15.3, lift 7.6)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC13 <= -0.1466323
PC27 <= -0.2426738
PC29 <= 0.368939
PC30 <= 0.1006785
PC62 > -0.471928
-> class 2\|2 [0.697]
Rule 7/254: (99.7/31.6, lift 7.4)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -0.2065834
PC10 > 0.8101665
PC20 > 0.1367185
-> class 2\|2 [0.679]
Rule 7/255: (781.5/312.4, lift 6.6)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC12 <= 5.358043
PC28 > -0.2738551
PC63 > 0.0521405
-> class 2\|2 [0.600]
Rule 7/256: (17.1/8.2, lift 5.7)
PC1 <= -0.4342794
PC8 > 1.277736
PC20 <= 0.1367185
PC50 <= -0.9206259
-> class 2\|2 [0.522]
Rule 7/257: (82.1, lift 8.4)
PC8 <= -3.294549
PC15 > 2.819387
PC43 <= 1.458184
-> class 2\|3 [0.988]
Rule 7/258: (121.6/1.1, lift 8.3)
PC2 <= 2.433167
PC8 <= -3.294549
PC17 <= 0.9555426
PC43 <= 1.458184
PC46 <= 0.4212933
PC78 > -0.1304045
PC82 > -0.05042823
PC97 > -0.4860685
-> class 2\|3 [0.983]
Rule 7/259: (46.2, lift 8.3)
PC2 <= 2.433167
PC8 <= -0.2065834
PC12 <= 5.358043
PC14 <= -2.346009
PC63 <= 0.0521405
-> class 2\|3 [0.979]
Rule 7/260: (113.6/1.8, lift 8.3)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 <= 2.593071
PC27 > -0.7057388
PC29 <= 0.368939
PC33 > 0.2340388
PC44 > -0.7211635
PC48 <= 0.7632582
PC60 > -0.9822298
PC62 > -0.4679586
PC63 <= 0.0521405
-> class 2\|3 [0.975]
Rule 7/261: (119.3/2.2, lift 8.2)
PC1 <= -0.4342794
PC8 <= -3.294549
PC35 <= -1.334595
PC43 <= 1.458184
-> class 2\|3 [0.974]
Rule 7/262: (31.5, lift 8.2)
PC2 <= 2.433167
PC8 <= -3.294549
PC25 > 0.3361501
PC51 > -0.09941576
-> class 2\|3 [0.970]
Rule 7/263: (27.4/0.5, lift 8.0)
PC1 > -1.201801
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC63 > 0.1486803
-> class 2\|3 [0.950]
Rule 7/264: (106.4/9.3, lift 7.7)
PC1 <= -0.4342794
PC2 > -8.314324
PC2 <= 2.433167
PC6 <= 4.366119
PC8 > -3.294549
PC8 <= -0.2065834
PC45 <= 0.2463428
PC50 > -0.8933262
PC56 > -0.1938457
PC63 > 0.0521405
PC63 <= 0.1486803
PC72 > -0.2319685
PC76 > -0.3090629
PC83 > -0.3884495
-> class 2\|3 [0.905]
Rule 7/265: (49.9/5.2, lift 7.5)
PC1 <= -0.4342794
PC2 > -8.314324
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC12 <= 5.358043
PC28 > -0.2738551
PC41 > -1.170958
PC43 > 0.9473159
PC63 > 0.0521405
-> class 2\|3 [0.881]
Rule 7/266: (5.6, lift 7.4)
PC1 <= -0.4342794
PC2 <= 2.433167
PC4 > 0.08181693
PC14 > 2.593071
-> class 2\|3 [0.868]
Rule 7/267: (64/8.6, lift 7.2)
PC1 <= -0.4342794
PC2 > -8.314324
PC8 > -3.294549
PC8 <= -0.2065834
PC12 <= 5.358043
PC14 <= 2.593071
PC33 > -0.622637
PC41 <= -1.170958
PC45 <= 0.297167
PC63 > 0.0521405
-> class 2\|3 [0.854]
Rule 7/268: (45.9/6, lift 7.2)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 <= -0.2065834
PC27 > -0.6646481
PC33 > -0.622637
PC45 <= 0.297167
PC63 > 0.0521405
PC99 <= -1.251827
-> class 2\|3 [0.854]
Rule 7/269: (7.2/0.5, lift 7.1)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 <= -0.2065834
PC27 <= -0.6646481
PC41 > -1.170958
PC63 > 0.0521405
-> class 2\|3 [0.842]
Rule 7/270: (12291.7/9937, lift 1.6)
PC2 <= 2.433167
-> class 2\|3 [0.192]
Rule 7/271: (99.3/0.5, lift 22.2)
PC1 > -0.4342794
PC15 <= -3.075166
PC34 <= 0.272749
PC59 > -0.677929
PC79 <= -0.4246424
-> class 2\|4 [0.986]
Rule 7/272: (101.5/1.2, lift 22.1)
PC8 <= -3.294549
PC17 <= 0.9555426
PC25 <= 0.3361501
PC46 <= 0.01763602
PC49 <= 0.04230006
PC51 > -0.09941576
PC78 <= -0.1304045
PC82 > -0.05042823
PC85 > 0.1748962
-> class 2\|4 [0.978]
Rule 7/273: (118.9/2.7, lift 21.9)
PC1 <= -0.4342794
PC8 <= -3.294549
PC43 > 1.458184
PC68 <= 3.177751
PC97 > -0.4860685
-> class 2\|4 [0.970]
Rule 7/274: (25.6, lift 21.7)
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 <= 2.593071
PC27 <= -0.7057388
PC29 > 0.3237171
PC63 <= 0.0521405
-> class 2\|4 [0.964]
Rule 7/275: (42.1/0.6, lift 21.7)
PC1 > -0.4342794
PC5 > -1.696486
PC15 <= -3.075166
PC34 <= 0.272749
PC57 > 0.1579273
-> class 2\|4 [0.963]
Rule 7/276: (43.5/0.9, lift 21.6)
PC1 > -0.4342794
PC5 > -1.696486
PC15 <= -3.075166
PC34 <= 0.272749
PC63 <= 0.2007474
-> class 2\|4 [0.958]
Rule 7/277: (123.9/4.8, lift 21.5)
PC1 <= -0.4342794
PC8 <= -3.294549
PC19 <= -2.306898
PC24 <= 0.8717607
PC46 <= 0.4212933
PC85 <= 0.1748962
PC97 > -0.4860685
-> class 2\|4 [0.954]
Rule 7/278: (87.1/3.2, lift 21.5)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 <= 2.593071
PC17 > -0.4275591
PC27 <= 0.4448215
PC31 <= 0.6101871
PC37 <= -0.1771972
PC44 > -0.7211635
PC62 <= -0.471928
PC95 > 0.00919826
-> class 2\|4 [0.953]
Rule 7/279: (241.6/10.7, lift 21.5)
PC1 <= -0.4342794
PC8 <= -3.294549
PC15 <= 2.819387
PC25 <= 0.3361501
PC35 > -1.334595
PC46 <= 0.4212933
PC51 > -0.09941576
PC82 <= -0.05042823
PC85 > 0.1748962
PC86 > -0.3566357
-> class 2\|4 [0.952]
Rule 7/280: (21.5/0.5, lift 21.2)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC28 <= -0.1374937
PC33 > -0.2883022
PC44 > -0.7211635
PC62 <= -0.471928
PC63 <= 0.0521405
-> class 2\|4 [0.938]
Rule 7/281: (45.8/2.1, lift 21.1)
PC1 > -0.4342794
PC15 <= -3.075166
PC34 <= 0.272749
PC61 > 1.131182
-> class 2\|4 [0.935]
Rule 7/282: (11.7, lift 20.9)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 <= -0.2065834
PC12 <= 5.358043
PC22 > 1.28584
PC27 > -0.7057388
PC36 <= 0.09391297
PC62 <= -0.471928
PC63 <= 0.0521405
-> class 2\|4 [0.927]
Rule 7/283: (31.3/1.8, lift 20.6)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 <= -0.2065834
PC10 <= -0.2031415
PC36 <= 0.09391297
PC62 <= -0.471928
PC63 <= 0.0521405
-> class 2\|4 [0.915]
Rule 7/284: (6.1, lift 19.8)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 <= -0.2065834
PC29 > 0.368939
PC62 > -0.471928
PC63 <= 0.0521405
-> class 2\|4 [0.877]
Rule 7/285: (193.2/23.1, lift 19.8)
PC8 <= -3.294549
PC14 <= -0.3603361
PC17 <= 0.9555426
PC46 <= 0.4212933
PC85 > 0.1748962
-> class 2\|4 [0.876]
Rule 7/286: (4.8, lift 19.2)
PC1 <= -0.4342794
PC2 <= 2.433167
PC8 > -3.294549
PC8 <= -0.2065834
PC14 <= 2.593071
PC43 > -0.1143931
PC44 <= -0.7211635
-> class 2\|4 [0.852]
Rule 7/287: (85.6/23.3, lift 16.3)
PC1 <= -0.4342794
PC8 <= -3.294549
PC24 <= 0.2848677
PC46 <= 0.4212933
PC68 <= 3.177751
PC89 > 0.3514739
PC97 > -0.4860685
-> class 2\|4 [0.722]
Rule 7/288: (50.9/14.8, lift 15.8)
PC1 > -0.4342794
PC1 <= -0.1083464
PC2 <= 2.433167
PC52 > -0.155084
PC89 <= -0.1403926
-> class 2\|4 [0.701]
Rule 7/289: (34.8/25.8, lift 6.1)
PC2 <= 2.433167
PC27 > -0.7057388
PC44 <= -0.7211635
PC84 > 1.96101
-> class 2\|4 [0.272]
Default class: 2\|3
----- Trial 8: -----
Rules:
Rule 8/1: (291.1/1.9, lift 16.4)
PC1 > -0.7145799
PC14 > -0.3742817
PC17 <= 2.038688
PC18 > 1.22673
PC20 <= 5.246321
PC21 <= 0.4253854
PC30 > -1.59225
PC31 > -0.2933291
PC43 <= 0.948707
PC51 <= 0.4502234
PC54 <= 1.459367
PC55 > -0.2833138
PC64 > -0.7443317
PC67 <= 0.08962691
PC75 <= 0.09994237
PC81 > -0.3606538
PC87 <= 0.2708541
PC93 <= 0.9043314
PC97 <= 0.4175494
PC99 > -0.5613389
-> class 0\|0 [0.990]
Rule 8/2: (81/0.1, lift 16.4)
PC1 > -0.7145799
PC13 <= 7.792017
PC14 > -1.089845
PC16 <= 0.8201458
PC18 > 1.22673
PC55 > -0.3916063
PC62 <= -1.168722
PC74 <= 2.463087
-> class 0\|0 [0.987]
Rule 8/3: (70.2/0.2, lift 16.3)
PC1 > -0.7145799
PC18 > 1.22673
PC21 <= -0.9617703
PC28 > -2.601815
PC35 <= 0.5582652
-> class 0\|0 [0.983]
Rule 8/4: (56.1, lift 16.3)
PC1 > -0.7145799
PC14 > -0.4700126
PC18 > 1.22673
PC22 > 1.001408
PC28 > -1.544848
PC29 > -2.452841
PC39 > -2.021073
PC88 > -0.9625427
PC97 <= 0.4175494
-> class 0\|0 [0.983]
Rule 8/5: (67.5/0.4, lift 16.3)
PC1 > -0.7145799
PC15 > -0.6846066
PC16 <= 0.8201458
PC18 > 1.22673
PC28 > -1.544848
PC35 <= 0.5582652
PC45 <= 1.486699
PC47 <= 1.7071
PC50 > 0.2590541
PC51 <= 0.4502234
PC54 <= 1.459367
PC62 > -1.168722
PC97 <= 0.4175494
-> class 0\|0 [0.980]
Rule 8/6: (71.9/0.5, lift 16.3)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC14 > -1.089845
PC18 > 1.22673
PC35 <= 0.5582652
PC53 > 1.861015
PC55 > -0.3916063
-> class 0\|0 [0.980]
Rule 8/7: (44.8, lift 16.2)
PC1 > -0.7145799
PC13 <= 7.792017
PC16 <= 0.8201458
PC18 > 1.22673
PC41 <= 0.5107597
PC47 <= -0.5993405
PC97 > 0.4175494
-> class 0\|0 [0.979]
Rule 8/8: (42.6, lift 16.2)
PC4 <= 10.39132
PC18 > 6.276579
PC28 > -2.601815
-> class 0\|0 [0.978]
Rule 8/9: (52.5/0.2, lift 16.2)
PC1 > -0.7145799
PC14 > -0.4700126
PC18 > 1.22673
PC30 <= -1.59225
PC35 <= 0.5582652
PC67 <= 0.08962691
PC81 <= 0.6454574
-> class 0\|0 [0.977]
Rule 8/10: (52.1/0.2, lift 16.2)
PC1 > -0.7145799
PC18 > -0.1703712
PC20 > 5.291643
PC54 <= 1.459367
PC55 > -0.3916063
-> class 0\|0 [0.977]
Rule 8/11: (151/2.8, lift 16.2)
PC1 > -0.7145799
PC13 <= 7.792017
PC15 > -0.6846066
PC18 > 1.22673
PC29 <= 1.49068
PC41 <= 0.5107597
PC43 <= -1.190145
PC52 <= 3.092808
PC55 > -0.3916063
-> class 0\|0 [0.975]
Rule 8/12: (120.7/2.3, lift 16.1)
PC13 <= 7.792017
PC18 > 1.22673
PC28 > -1.544848
PC31 > -0.2933291
PC45 <= 1.486699
PC54 <= 1.459367
PC61 > -1.007676
PC67 <= 0.08962691
PC81 > -0.3606538
PC81 <= 0.6454574
PC88 > -0.9625427
PC97 <= 0.4175494
PC100 <= -0.3275042
-> class 0\|0 [0.973]
Rule 8/13: (70.8/1.1, lift 16.1)
PC14 > -0.4700126
PC18 > 1.22673
PC21 > -0.9617703
PC28 <= -1.544848
PC29 <= 1.49068
PC51 <= 0.4502234
PC55 > -0.3916063
PC88 > -0.9625427
PC97 <= 0.4175494
-> class 0\|0 [0.971]
Rule 8/14: (140.5/6.2, lift 15.7)
PC1 > -0.7145799
PC13 <= 7.792017
PC18 > 1.22673
PC21 <= 0.4791392
PC29 > 1.49068
PC35 <= 0.5582652
PC55 > -0.3916063
-> class 0\|0 [0.949]
Rule 8/15: (17.4, lift 15.7)
PC2 > 2.734492
PC3 > -1.694908
PC3 <= 1.640775
PC18 > -0.1703712
PC18 <= 1.22673
PC90 <= -0.8940859
-> class 0\|0 [0.948]
Rule 8/16: (14.6/0.1, lift 15.5)
PC1 <= -0.7145799
PC2 > 2.734492
PC4 <= 10.39132
PC18 > 1.22673
PC35 <= 0.5582652
PC39 > -2.021073
PC55 > -0.3916063
PC74 <= 2.463087
PC78 > 1.294823
-> class 0\|0 [0.933]
Rule 8/17: (55.2/3.1, lift 15.4)
PC4 <= 10.39132
PC13 <= 7.792017
PC14 > -1.089845
PC15 > -0.6846066
PC18 > 1.22673
PC28 <= -2.601815
PC35 <= 0.5582652
PC55 > -0.3916063
-> class 0\|0 [0.929]
Rule 8/18: (26.5/5, lift 13.1)
PC6 > -0.4778918
PC13 > 7.792017
PC18 > 3.666845
-> class 0\|0 [0.789]
Rule 8/19: (17.7/4, lift 12.4)
PC1 > -0.4303757
PC2 > -2.304361
PC2 <= 2.734492
PC10 <= -0.7514341
PC76 <= -0.1787935
PC82 > -0.3701884
-> class 0\|0 [0.745]
Rule 8/20: (633.7/223.8, lift 10.7)
PC2 > 2.734492
PC3 > -1.694908
PC3 <= 1.640775
PC18 > 0.7072623
-> class 0\|0 [0.646]
Rule 8/21: (335.7/164, lift 8.5)
PC2 > 2.734492
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > -0.1703712
PC32 > 0.8010892
PC47 <= 1.7071
-> class 0\|0 [0.511]
Rule 8/22: (93.9, lift 12.7)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC14 > -1.089845
PC18 > 1.22673
PC35 > 0.5582652
-> class 0\|1 [0.990]
Rule 8/23: (95/0.1, lift 12.6)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC39 > -2.021073
PC47 > 1.7071
-> class 0\|1 [0.988]
Rule 8/24: (79.2/0.1, lift 12.6)
PC2 > 2.734492
PC3 <= 1.640775
PC4 <= 10.39132
PC18 > -0.1703712
PC20 <= 5.291643
PC28 > -1.544848
PC29 <= 1.49068
PC31 <= -0.2933291
PC53 <= 1.861015
PC86 <= 3.555881
-> class 0\|1 [0.986]
Rule 8/25: (61.2, lift 12.6)
PC2 > 2.734492
PC3 <= 1.640775
PC13 <= 7.792017
PC14 > -0.4700126
PC18 > -0.1703712
PC20 <= 5.291643
PC22 <= 1.001408
PC31 > -0.2933291
PC41 <= 0.213558
PC43 > -1.190145
PC54 <= 1.459367
PC81 > -0.3606538
PC93 > 0.9043314
PC100 > -0.3275042
-> class 0\|1 [0.984]
Rule 8/26: (51, lift 12.5)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC29 > -2.452841
PC29 <= 1.49068
PC39 > -2.021073
PC41 <= 0.213558
PC43 > -1.190145
PC74 <= 2.463087
PC81 > 0.6454574
-> class 0\|1 [0.981]
Rule 8/27: (47.4, lift 12.5)
PC1 > -0.7145799
PC18 > 1.22673
PC21 <= 0.4791392
PC51 <= 0.4502234
PC55 <= -0.2833138
PC62 > -1.168722
PC75 <= 0.09994237
-> class 0\|1 [0.980]
Rule 8/28: (70.1/0.5, lift 12.5)
PC2 > 2.734492
PC3 <= 1.640775
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > -0.1703712
PC22 <= 1.001408
PC28 > -1.544848
PC29 > -2.452841
PC29 <= 1.49068
PC39 > -2.021073
PC41 <= 0.213558
PC43 > -1.190145
PC50 <= 0.2590541
PC61 > -1.007676
PC67 > 0.08962691
-> class 0\|1 [0.980]
Rule 8/29: (66.5/0.5, lift 12.5)
PC2 > 2.734492
PC3 <= 1.640775
PC13 <= 7.792017
PC14 > -1.089845
PC18 > -0.1703712
PC20 <= 5.291643
PC22 <= 1.001408
PC35 <= 0.5582652
PC50 <= 0.2590541
PC55 > -0.3916063
PC62 > -1.168722
PC75 <= 0.09994237
PC87 > 0.2708541
-> class 0\|1 [0.978]
Rule 8/30: (54.7/0.4, lift 12.5)
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC21 <= 0.4791392
PC28 > -2.601815
PC29 <= 1.49068
PC43 > -1.190145
PC62 > -1.168722
PC86 <= 3.555881
PC88 <= -0.9625427
-> class 0\|1 [0.976]
Rule 8/31: (55.1/0.5, lift 12.5)
PC3 <= 1.640775
PC18 <= -0.1703712
PC28 > -1.394298
PC48 <= 0.7819198
PC57 > 0.2684259
PC78 > 2.770494
-> class 0\|1 [0.974]
Rule 8/32: (97.3/1.5, lift 12.5)
PC1 > -0.7145799
PC13 <= 7.792017
PC18 > 1.22673
PC21 <= 0.4791392
PC28 > -2.601815
PC29 <= 1.49068
PC41 <= 0.213558
PC43 > -1.190145
PC47 > -0.5993405
PC53 <= 1.861015
PC62 > -1.168722
PC97 > 0.4175494
-> class 0\|1 [0.974]
Rule 8/33: (69.8/1, lift 12.4)
PC2 > 2.734492
PC3 > -1.694908
PC3 <= 1.640775
PC18 > -0.1703712
PC18 <= 1.22673
PC21 <= -0.315472
PC90 > -0.8940859
-> class 0\|1 [0.973]
Rule 8/34: (33.3, lift 12.4)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC20 <= 5.291643
PC21 > -0.9617703
PC22 <= 1.001408
PC29 <= 1.49068
PC39 > -2.021073
PC43 > 0.948707
PC81 > -0.3606538
PC86 <= 3.555881
-> class 0\|1 [0.972]
Rule 8/35: (33.4, lift 12.4)
PC1 > -0.7145799
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > -0.1703712
PC39 > -2.021073
PC43 > -1.190145
PC45 > 1.486699
-> class 0\|1 [0.972]
Rule 8/36: (131.3/3, lift 12.4)
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC21 <= 0.4791392
PC32 <= 0.8010892
PC39 > -2.021073
PC55 <= -0.3916063
PC98 <= 1.156107
-> class 0\|1 [0.970]
Rule 8/37: (29.1, lift 12.4)
PC1 > -0.7145799
PC14 <= -0.4700126
PC18 > 1.22673
PC28 > -2.601815
PC29 <= 1.49068
PC43 > -1.190145
-> class 0\|1 [0.968]
Rule 8/38: (31.6/0.1, lift 12.4)
PC6 <= -0.4778918
PC13 > 7.792017
PC18 > 3.666845
PC97 > -0.952373
-> class 0\|1 [0.967]
Rule 8/39: (43.9/0.6, lift 12.3)
PC2 > 2.734492
PC3 <= 1.640775
PC13 <= 7.792017
PC16 > 0.8201458
PC18 > -0.1703712
PC47 <= 1.7071
PC55 > -0.3916063
PC74 <= 2.463087
PC86 <= 3.555881
-> class 0\|1 [0.965]
Rule 8/40: (98.3/2.6, lift 12.3)
PC2 > 2.734492
PC3 > -1.694908
PC3 <= 1.640775
PC18 > -0.1703712
PC18 <= 0.7072623
PC90 > -0.8940859
-> class 0\|1 [0.964]
Rule 8/41: (24.8, lift 12.3)
PC1 > -0.7145799
PC18 > -0.1703712
PC28 > -1.544848
PC29 <= -2.452841
PC43 > -1.190145
-> class 0\|1 [0.963]
Rule 8/42: (19.3, lift 12.2)
PC1 > -0.7145799
PC3 <= 1.640775
PC14 > -1.089845
PC17 > 2.038688
PC18 > -0.1703712
PC21 <= 0.4791392
PC29 <= 1.49068
PC31 > -0.2933291
PC50 <= 0.2590541
PC75 <= 0.09994237
PC97 <= 0.4175494
-> class 0\|1 [0.953]
Rule 8/43: (126.7/5.3, lift 12.2)
PC13 <= 7.792017
PC18 > 1.22673
PC21 <= 0.4791392
PC22 <= 1.001408
PC28 > -1.544848
PC29 <= 1.49068
PC43 > -1.190145
PC50 <= 0.2590541
PC62 > -1.168722
PC81 <= -0.3606538
PC86 <= 3.555881
-> class 0\|1 [0.951]
Rule 8/44: (154.6/7, lift 12.1)
PC2 > 2.734492
PC3 <= -1.694908
PC4 <= 10.39132
PC9 > -0.7972175
PC13 <= 7.792017
PC18 > -0.1703712
PC18 <= 1.22673
PC24 <= 1.30816
PC34 > -0.8128214
PC39 > -2.021073
PC79 <= 0.5536416
PC80 <= 0.5508074
PC90 > -1.623404
-> class 0\|1 [0.949]
Rule 8/45: (16.9, lift 12.1)
PC14 > -1.089845
PC15 <= -0.6846066
PC18 > 1.22673
PC39 > -2.021073
PC55 > -0.3916063
-> class 0\|1 [0.947]
Rule 8/46: (14.7, lift 12.0)
PC10 <= -1.171714
PC18 > -1.91947
PC50 <= -1.789122
-> class 0\|1 [0.940]
Rule 8/47: (14.5, lift 12.0)
PC13 <= 7.792017
PC21 <= 0.4791392
PC43 <= -1.190145
PC47 <= 1.7071
PC52 > 3.092808
-> class 0\|1 [0.939]
Rule 8/48: (118.7/6.5, lift 12.0)
PC1 > -0.7145799
PC2 > 2.734492
PC13 <= 7.792017
PC18 > 1.22673
PC20 <= 5.291643
PC21 <= 0.4791392
PC22 <= 1.001408
PC29 <= 1.49068
PC30 > -1.59225
PC43 > -1.190145
PC54 <= 1.459367
PC75 > 0.09994237
PC93 > -0.4382214
PC100 > -0.3275042
-> class 0\|1 [0.938]
Rule 8/49: (11.3, lift 11.8)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -0.1703712
PC21 > 0.4253854
PC21 <= 0.4791392
PC29 <= 1.49068
PC75 <= 0.09994237
PC97 <= 0.4175494
-> class 0\|1 [0.925]
Rule 8/50: (9.9, lift 11.7)
PC2 > 2.734492
PC4 <= 10.39132
PC13 <= 7.792017
PC18 > 1.22673
PC41 > 0.5107597
-> class 0\|1 [0.916]
Rule 8/51: (10.6/0.1, lift 11.7)
PC4 > -8.287465
PC10 <= -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC95 > 0.6273936
-> class 0\|1 [0.911]
Rule 8/52: (9.8/0.1, lift 11.6)
PC18 > -0.1703712
PC20 > 5.246321
PC20 <= 5.291643
PC29 <= 1.49068
-> class 0\|1 [0.905]
Rule 8/53: (93/9, lift 11.4)
PC13 <= 7.792017
PC14 > -1.089845
PC18 > 1.22673
PC21 > -0.9617703
PC29 <= 1.49068
PC39 > -2.021073
PC41 <= 0.213558
PC51 > 0.4502234
PC53 <= 1.861015
PC62 > -1.168722
PC97 <= 0.4175494
-> class 0\|1 [0.894]
Rule 8/54: (114.6/11.6, lift 11.4)
PC2 > 2.734492
PC3 <= -1.694908
PC4 <= 10.39132
PC9 > -0.7972175
PC13 <= 7.792017
PC18 > -0.1703712
PC18 <= 1.22673
PC79 <= 0.5536416
PC88 > 0.1365385
PC90 > -1.623404
-> class 0\|1 [0.892]
Rule 8/55: (289.1/32.1, lift 11.3)
PC1 <= -0.7145799
PC2 > 2.734492
PC13 <= 7.792017
PC14 > -1.089845
PC18 > 1.22673
PC18 <= 6.276579
PC25 > -1.052984
PC28 > -2.601815
PC39 > -2.021073
PC53 <= 1.861015
PC55 > -0.3916063
PC78 <= 1.294823
-> class 0\|1 [0.886]
Rule 8/56: (137.7/15.7, lift 11.3)
PC2 > 2.734492
PC3 <= -1.694908
PC4 <= 10.39132
PC9 > -0.7972175
PC13 <= 7.792017
PC18 > -0.1703712
PC18 <= 1.22673
PC24 <= 1.30816
PC71 <= 0.03204425
PC79 <= 0.5536416
PC80 <= 0.5508074
-> class 0\|1 [0.880]
Rule 8/57: (42.9/5, lift 11.1)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -2.487245
PC18 <= -0.1703712
PC43 <= -1.939943
PC78 <= 2.770494
-> class 0\|1 [0.866]
Rule 8/58: (21.3/3.8, lift 10.2)
PC2 > 2.734492
PC3 <= 1.640775
PC9 > 0.7720632
PC18 > -1.91947
-> class 0\|1 [0.794]
Rule 8/59: (26.6/5.5, lift 9.9)
PC2 > 2.734492
PC3 <= 1.640775
PC6 <= -1.188816
PC18 <= -0.1703712
PC43 <= -1.939943
-> class 0\|1 [0.773]
Rule 8/60: (51.2/11.8, lift 9.7)
PC6 <= 0.2039702
PC10 <= -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC41 > 0.2614727
PC96 > -2.371032
-> class 0\|1 [0.760]
Rule 8/61: (23.3/5.2, lift 9.7)
PC4 > -8.287465
PC10 <= -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC41 <= 0.2614727
PC78 > 0.601634
-> class 0\|1 [0.755]
Rule 8/62: (83.5/0.7, lift 10.1)
PC4 > 10.39132
PC18 > -0.1703712
PC50 > -4.432207
-> class 0\|2 [0.980]
Rule 8/63: (45.1, lift 10.1)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC24 > -4.85367
PC32 > -1.390543
PC36 <= 1.091125
PC37 <= -0.7529431
PC75 <= 0.4729535
PC82 <= 0.1928724
-> class 0\|2 [0.979]
Rule 8/64: (34.4, lift 10.0)
PC2 > 2.734492
PC8 <= 0.08366414
PC32 > 2.256713
PC43 > -1.939943
PC72 > -0.7089372
-> class 0\|2 [0.973]
Rule 8/65: (33.5, lift 10.0)
PC4 > 9.177967
PC18 <= -1.91947
PC54 <= 3.061138
-> class 0\|2 [0.972]
Rule 8/66: (54.4/0.8, lift 9.9)
PC2 > 2.734492
PC3 <= 1.640775
PC7 > -0.7460212
PC17 > -3.36187
PC18 > -1.91947
PC18 <= -0.1703712
PC24 <= -1.621387
-> class 0\|2 [0.968]
Rule 8/67: (119.2/4.5, lift 9.8)
PC3 <= -3.749563
PC13 > 7.792017
PC18 > -0.1703712
PC18 <= 3.666845
PC36 <= 1.476349
PC80 > -4.649399
-> class 0\|2 [0.954]
Rule 8/68: (26.2/0.4, lift 9.8)
PC2 > 2.734492
PC10 > -1.171714
PC17 > -3.36187
PC18 > -1.91947
PC24 > -1.621387
PC31 > 0.03873175
PC44 <= 0.5920321
PC65 <= 1.794594
PC69 <= 1.005213
PC78 <= 0.9711549
PC88 > 1.972005
-> class 0\|2 [0.952]
Rule 8/69: (23.4/0.6, lift 9.6)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC43 > -1.939943
PC54 <= 3.061138
PC78 <= 2.770494
PC96 <= -2.371032
PC99 > -2.727979
-> class 0\|2 [0.937]
Rule 8/70: (8.6, lift 9.3)
PC18 > -0.1703712
PC18 <= 1.22673
PC24 <= 1.30816
PC28 > 3.18423
PC39 > -2.021073
PC71 > 0.03204425
-> class 0\|2 [0.906]
Rule 8/71: (35.6/5, lift 8.6)
PC3 <= 1.640775
PC18 <= -0.1703712
PC48 <= 0.7819198
PC57 <= 0.2684259
PC78 > 2.770494
-> class 0\|2 [0.839]
Rule 8/72: (7469.6/5536.1, lift 2.7)
PC2 > 2.734492
-> class 0\|2 [0.259]
Rule 8/73: (182/0.1, lift 10.8)
PC4 > -8.287465
PC8 <= 0.08366414
PC10 > -0.8002695
PC17 <= 0.63545
PC18 <= -1.91947
PC20 <= 3.201354
PC32 > -1.390543
PC39 > -0.8660419
PC57 <= 1.492087
PC60 > -0.6686098
PC63 > -1.066857
PC68 <= 0.3270253
PC70 <= 0.5325122
-> class 0\|3 [0.994]
Rule 8/74: (158.8, lift 10.8)
PC4 > -8.287465
PC4 <= 9.177967
PC8 <= 0.08366414
PC18 <= -1.91947
PC32 > -1.390543
PC36 <= 1.091125
PC68 <= 0.3270253
PC70 > 0.6217172
PC71 <= 0.5786112
PC74 <= 1.682982
PC78 <= 2.770494
-> class 0\|3 [0.994]
Rule 8/75: (96.7, lift 10.8)
PC3 <= 1.640775
PC4 > -8.287465
PC4 <= 9.177967
PC8 <= 0.08366414
PC9 <= 0.6433303
PC18 <= -1.91947
PC26 <= 1.461118
PC32 > -1.390543
PC43 > -1.939943
PC62 <= 1.349605
PC72 <= -0.7089372
-> class 0\|3 [0.990]
Rule 8/76: (101.4, lift 10.8)
PC2 > 2.734492
PC4 <= 9.177967
PC9 <= 0.6433303
PC18 <= -1.91947
PC26 <= 1.461118
PC32 > -1.390543
PC32 <= 2.256713
PC36 <= 1.091125
PC43 > 0.8778328
-> class 0\|3 [0.990]
Rule 8/77: (85.5, lift 10.7)
PC3 <= 1.640775
PC17 <= 0.63545
PC18 <= -1.91947
PC36 <= 1.091125
PC63 <= -0.1770633
PC68 <= -0.3763688
PC75 <= 0.4729535
-> class 0\|3 [0.989]
Rule 8/78: (190.1/2.1, lift 10.7)
PC3 <= 1.640775
PC4 <= 9.177967
PC9 <= 0.6433303
PC17 <= 0.63545
PC18 <= -1.91947
PC20 <= 7.400819
PC26 <= 1.461118
PC49 <= 1.128817
PC75 > 0.4729535
PC82 > -3.534764
-> class 0\|3 [0.984]
Rule 8/79: (64.6/0.1, lift 10.7)
PC2 > 2.734492
PC7 > -0.7460212
PC10 > -1.171714
PC17 <= -3.36187
PC18 > -1.91947
PC65 <= 1.794594
PC96 > -2.371032
-> class 0\|3 [0.983]
Rule 8/80: (133.8/1.6, lift 10.7)
PC3 <= 1.640775
PC4 > -8.287465
PC8 <= 0.08366414
PC17 <= 0.63545
PC18 <= -1.91947
PC20 <= 7.400819
PC26 <= 1.461118
PC32 > -1.390543
PC36 <= 1.091125
PC39 > -0.8660419
PC54 <= 1.583916
PC57 <= 1.492087
PC60 > -0.6686098
PC71 <= 0.5786112
PC75 <= 0.4729535
PC82 > 0.1928724
-> class 0\|3 [0.981]
Rule 8/81: (208.8/4, lift 10.6)
PC2 > 2.734492
PC3 <= 1.640775
PC9 <= 0.1920004
PC10 > -1.171714
PC10 <= 5.135392
PC18 <= -0.1703712
PC24 > -1.621387
PC31 > 0.03873175
PC44 <= 0.5920321
PC69 <= 1.005213
PC88 <= 1.972005
-> class 0\|3 [0.976]
Rule 8/82: (38.2, lift 10.6)
PC13 > 7.792017
PC36 > 1.476349
-> class 0\|3 [0.975]
Rule 8/83: (50.2/0.4, lift 10.6)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC43 > -1.939943
PC49 > 1.329205
PC99 > -2.727979
-> class 0\|3 [0.974]
Rule 8/84: (34.8, lift 10.6)
PC2 > 2.734492
PC80 <= -4.649399
-> class 0\|3 [0.973]
Rule 8/85: (37.7/0.1, lift 10.6)
PC3 > -3.749563
PC13 > 7.792017
PC18 <= 3.666845
PC24 > 1.956948
-> class 0\|3 [0.972]
Rule 8/86: (36.2/0.1, lift 10.5)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC78 <= 2.770494
PC99 <= -2.727979
-> class 0\|3 [0.971]
Rule 8/87: (165.5/3.8, lift 10.6)
PC4 <= 9.177967
PC8 <= 0.08366414
PC9 <= 0.6433303
PC18 <= -1.91947
PC39 <= -0.8660419
PC43 > -1.939943
PC62 <= 1.349605
PC78 <= 2.770494
-> class 0\|3 [0.971]
Rule 8/88: (27.4, lift 10.5)
PC3 <= 1.640775
PC18 <= -0.1703712
PC24 > -1.621387
PC43 > -1.939943
PC77 > -0.274014
PC81 > 1.95845
-> class 0\|3 [0.966]
Rule 8/89: (57.8/1.4, lift 10.4)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC54 > 3.061138
-> class 0\|3 [0.960]
Rule 8/90: (83/2.6, lift 10.4)
PC3 <= 1.640775
PC7 > -0.7460212
PC10 > -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC24 > -1.621387
PC65 <= 1.794594
PC69 > 1.005213
PC78 <= 0.9711549
PC96 > -2.371032
-> class 0\|3 [0.958]
Rule 8/91: (18.3, lift 10.3)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.1703712
PC24 > -1.621387
PC47 > 2.470127
PC78 <= 2.770494
-> class 0\|3 [0.951]
Rule 8/92: (54.7/2.1, lift 10.3)
PC2 > 2.734492
PC10 > -1.171714
PC10 <= 5.135392
PC18 > -1.91947
PC18 <= -0.1703712
PC42 > 2.483642
PC96 > -2.371032
-> class 0\|3 [0.946]
Rule 8/93: (68.1/3.4, lift 10.2)
PC7 > -0.7460212
PC10 > 5.135392
PC18 > -1.91947
PC18 <= -0.1703712
PC24 > -1.621387
PC43 > -1.939943
PC65 <= 1.794594
-> class 0\|3 [0.938]
Rule 8/94: (11.2, lift 10.0)
PC2 > 2.734492
PC3 <= 1.640775
PC50 <= -4.432207
-> class 0\|3 [0.924]
Rule 8/95: (10.9, lift 10.0)
PC2 > 2.734492
PC8 > 0.08366414
PC18 <= -1.91947
PC60 > 0.3598216
PC62 <= 1.349605
PC78 <= 2.770494
PC82 > -3.534764
-> class 0\|3 [0.922]
Rule 8/96: (530.2/41.6, lift 10.0)
PC4 > -8.287465
PC4 <= 9.177967
PC5 > -0.5128501
PC8 <= 0.08366414
PC17 <= -0.9372635
PC18 <= -1.91947
PC23 <= 1.133794
PC26 <= 1.461118
PC32 > -1.390543
PC36 <= 1.091125
PC37 > -0.7529431
PC38 <= 1.42913
PC57 <= 1.492087
PC63 > -1.066857
PC63 <= 1.16783
PC65 <= 0.8970562
PC68 > -0.3763688
PC68 <= 0.3270253
PC70 <= 0.5325122
PC71 <= 0.5786112
PC97 <= 0.6158265
-> class 0\|3 [0.920]
Rule 8/97: (62.8/6.3, lift 9.6)
PC3 <= 1.640775
PC4 > -8.287465
PC4 <= -3.906281
PC7 > -0.7460212
PC10 > -1.171714
PC10 <= 5.135392
PC18 > -1.91947
PC18 <= -0.1703712
PC77 <= -0.274014
PC78 <= 0.9711549
-> class 0\|3 [0.887]
Rule 8/98: (11.8/1.9, lift 8.6)
PC10 <= -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC25 <= -1.024515
PC43 > -1.939943
PC65 > 0.1390964
PC78 <= 0.601634
PC95 <= 0.6273936
-> class 0\|3 [0.791]
Rule 8/99: (16.3/3.4, lift 8.2)
PC2 > 2.734492
PC3 <= 1.640775
PC8 > 0.08366414
PC19 > 0.3424661
PC24 > -4.85367
PC62 <= 1.349605
-> class 0\|3 [0.758]
Rule 8/100: (11.1/2.4, lift 8.1)
PC2 > 2.734492
PC12 > 1.926022
PC13 <= 7.792017
PC18 > -0.1703712
PC18 <= 1.22673
-> class 0\|3 [0.743]
Rule 8/101: (5.8/1.1, lift 8.0)
PC13 > 7.792017
PC18 <= 3.666845
PC97 <= -3.135144
-> class 0\|3 [0.732]
Rule 8/102: (25.5/6.7, lift 7.8)
PC2 > 2.734492
PC3 <= 1.640775
PC4 <= 10.39132
PC18 > -0.1703712
PC86 > 3.555881
-> class 0\|3 [0.720]
Rule 8/103: (125.2/39.4, lift 7.4)
PC18 <= -0.1703712
PC57 <= -2.715841
-> class 0\|3 [0.683]
Rule 8/104: (21.7/6.9, lift 7.2)
PC2 > 2.734492
PC4 > -8.287465
PC9 <= 0.7720632
PC10 <= -1.171714
PC18 > -1.91947
PC18 <= -0.1703712
PC41 <= 0.2614727
PC65 > 0.1390964
PC71 > 0.1270317
PC78 <= 0.601634
PC95 <= 0.6273936
-> class 0\|3 [0.666]
Rule 8/105: (22.9/9.5, lift 6.3)
PC2 > 2.734492
PC3 <= 1.640775
PC6 > 0.2039702
PC18 <= -0.1703712
-> class 0\|3 [0.576]
Rule 8/106: (154.2, lift 19.0)
PC1 > -0.4303757
PC10 > -0.7514341
PC16 <= -1.00508
PC35 > 0.8053485
PC69 <= -0.5836473
-> class 1\|0 [0.994]
Rule 8/107: (92.7, lift 18.9)
PC3 > 0.1229528
PC14 <= -1.848832
PC16 > -1.00508
PC97 <= 0.3905083
-> class 1\|0 [0.989]
Rule 8/108: (81.1, lift 18.9)
PC1 > -0.4303757
PC10 <= 1.023987
PC12 > 4.27602
-> class 1\|0 [0.988]
Rule 8/109: (82.1/0.1, lift 18.9)
PC1 > -0.4303757
PC10 <= 1.023987
PC16 <= -1.00508
PC19 > 2.689934
PC21 <= 0.8654527
-> class 1\|0 [0.987]
Rule 8/110: (276.1/3.8, lift 18.8)
PC1 > -0.4303757
PC2 <= 2.734492
PC5 <= 12.1829
PC10 <= 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
PC52 > -1.105513
PC62 <= -0.2566516
PC98 <= 0.1338221
-> class 1\|0 [0.983]
Rule 8/111: (144.6/2, lift 18.7)
PC1 > 9.363908
PC3 <= 0.1229528
PC16 > -1.00508
PC19 > -0.1403199
PC68 <= 1.082112
-> class 1\|0 [0.979]
Rule 8/112: (25.7, lift 18.4)
PC2 <= 2.734492
PC10 > -0.7514341
PC10 <= 1.023987
PC16 <= -1.00508
PC42 <= -2.549539
-> class 1\|0 [0.964]
Rule 8/113: (219.5/7.8, lift 18.4)
PC2 > 2.734492
PC3 > 1.640775
PC8 > -3.532676
PC8 <= 1.683612
PC15 > 1.041005
PC22 > 0.1221173
PC47 > -0.2840592
PC65 > -0.05166954
PC86 <= 0.5923223
-> class 1\|0 [0.960]
Rule 8/114: (16.5, lift 18.1)
PC1 > -0.4303757
PC10 <= 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
PC52 > -1.105513
PC58 <= -1.056798
PC62 > -0.2566516
-> class 1\|0 [0.946]
Rule 8/115: (43.1/1.9, lift 17.9)
PC2 <= 2.734492
PC5 <= 12.1829
PC16 <= -4.980546
-> class 1\|0 [0.936]
Rule 8/116: (12.2, lift 17.8)
PC1 > -0.4303757
PC2 <= -4.249653
PC10 <= 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
-> class 1\|0 [0.930]
Rule 8/117: (46.5/2.5, lift 17.7)
PC1 > -0.4303757
PC2 <= 2.734492
PC5 <= 12.1829
PC10 <= 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
PC85 > 0.5345613
-> class 1\|0 [0.928]
Rule 8/118: (13.5/0.2, lift 17.6)
PC1 > -0.4303757
PC2 <= 2.734492
PC5 <= 12.1829
PC10 <= 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
PC21 <= 0.8654527
PC85 <= 0.5345613
PC93 > 0.4379826
-> class 1\|0 [0.920]
Rule 8/119: (14.2/0.5, lift 17.4)
PC2 > 2.734492
PC3 > 1.640775
PC8 <= 1.683612
PC15 <= 1.041005
PC16 <= -0.8953013
PC19 <= 0.3643757
PC22 > 0.1221173
PC31 > 0.06340582
PC86 <= 0.5923223
-> class 1\|0 [0.909]
Rule 8/120: (58.3/7.4, lift 16.5)
PC1 > -0.4303757
PC3 > 0.1229528
PC3 <= 0.7181107
PC10 > -0.7514341
PC10 <= -0.3872176
PC44 > -0.01676826
PC65 > -0.03112295
-> class 1\|0 [0.861]
Rule 8/121: (127.9, lift 18.9)
PC5 > 12.1829
PC11 <= 1.611415
PC16 <= -1.00508
PC88 > -0.02629383
-> class 1\|1 [0.992]
Rule 8/122: (98.2/0.1, lift 18.8)
PC1 > -0.4303757
PC2 <= 2.734492
PC11 <= 1.611415
PC16 <= -1.00508
PC19 <= 2.689934
PC52 > -1.105513
PC62 <= -0.2566516
PC98 > 0.1338221
-> class 1\|1 [0.989]
Rule 8/123: (55.5, lift 18.7)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.8953013
PC22 <= 0.1221173
-> class 1\|1 [0.983]
Rule 8/124: (40.1, lift 18.5)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.8953013
PC86 > 0.5923223
-> class 1\|1 [0.976]
Rule 8/125: (37.8, lift 18.5)
PC1 > -0.4303757
PC3 > 0.1229528
PC3 <= 0.7181107
PC10 > -0.3872176
PC16 > -1.00508
PC22 <= 0.2711777
PC44 > -0.01676826
PC65 > -0.03112295
-> class 1\|1 [0.975]
Rule 8/126: (38.6, lift 18.5)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.8953013
PC19 > 0.3643757
-> class 1\|1 [0.975]
Rule 8/127: (33.8/0.2, lift 18.3)
PC1 > -0.4303757
PC11 > 1.611415
PC16 <= -1.00508
PC21 <= 0.8654527
PC51 <= -0.06454627
-> class 1\|1 [0.965]
Rule 8/128: (104.2/3.2, lift 18.3)
PC1 > -0.4303757
PC2 <= 2.734492
PC10 > 1.023987
PC11 <= 1.611415
PC16 <= -1.00508
-> class 1\|1 [0.961]
Rule 8/129: (23, lift 18.2)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= 1.26344
PC91 <= -1.086975
-> class 1\|1 [0.960]
Rule 8/130: (32.1/0.4, lift 18.2)
PC2 > 2.734492
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC49 > 0.1963117
-> class 1\|1 [0.960]
Rule 8/131: (19.2, lift 18.1)
PC1 > 9.363908
PC6 <= -0.8999241
PC10 > -0.7514341
PC16 > -1.00508
PC68 > 1.082112
PC82 <= 0.5086467
-> class 1\|1 [0.953]
Rule 8/132: (16.1/0.1, lift 17.8)
PC2 > 2.734492
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC22 > 0.5196216
PC38 <= 0.1419614
-> class 1\|1 [0.938]
Rule 8/133: (209.6/12.9, lift 17.8)
PC2 <= 2.734492
PC3 > 0.7181107
PC7 <= 3.922522
PC44 > 0.3361612
PC46 <= 8.038785
PC77 <= -0.1284792
-> class 1\|1 [0.934]
Rule 8/134: (18.6/0.4, lift 17.7)
PC2 <= 2.734492
PC3 > 0.7181107
PC7 > 1.475861
PC7 <= 3.922522
PC14 > -1.848832
PC21 > -0.5795528
PC77 > -0.1284792
-> class 1\|1 [0.934]
Rule 8/135: (30.3/1.2, lift 17.7)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= 1.26344
PC38 > 0.1419614
PC49 <= 0.1963117
-> class 1\|1 [0.932]
Rule 8/136: (27/1, lift 17.7)
PC3 > 1.640775
PC8 <= 1.683612
PC16 <= -0.8953013
PC22 > 0.1221173
PC47 <= -0.2840592
-> class 1\|1 [0.930]
Rule 8/137: (48.4/2.8, lift 17.6)
PC1 > 9.363908
PC6 <= -0.8999241
PC10 > -0.7514341
PC16 > -1.00508
PC19 <= -0.1403199
PC82 <= 0.5086467
-> class 1\|1 [0.926]
Rule 8/138: (45.9/2.7, lift 17.5)
PC2 > 1.132334
PC2 <= 2.734492
PC10 > -0.7514341
PC14 > -1.848832
PC45 <= -0.4910658
PC77 > -0.1284792
-> class 1\|1 [0.923]
Rule 8/139: (81.9/5.5, lift 17.5)
PC2 > 2.734492
PC3 > 1.640775
PC15 > 1.041005
PC16 <= -0.8953013
PC65 <= -0.05166954
-> class 1\|1 [0.923]
Rule 8/140: (53.6/3.7, lift 17.4)
PC2 > 2.734492
PC8 > 1.683612
PC22 > 0.1221173
-> class 1\|1 [0.915]
Rule 8/141: (71.5/6, lift 17.2)
PC2 > 2.734492
PC8 <= -3.532676
PC16 <= -0.8953013
-> class 1\|1 [0.905]
Rule 8/142: (296.2/31, lift 17.0)
PC1 > -0.4303757
PC2 > -4.249653
PC2 <= 2.734492
PC5 <= 12.1829
PC11 <= 1.611415
PC12 <= 4.27602
PC16 > -4.980546
PC16 <= -1.00508
PC19 <= 2.689934
PC21 <= 0.8654527
PC42 > -2.549539
PC58 > -1.056798
PC62 > -0.2566516
PC69 > -0.5836473
PC85 <= 0.5345613
PC93 <= 0.4379826
-> class 1\|1 [0.893]
Rule 8/143: (6.8, lift 16.8)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= 1.26344
PC93 <= -0.9696231
-> class 1\|1 [0.886]
Rule 8/144: (102.8/16.7, lift 15.8)
PC2 > 2.734492
PC3 > 1.640775
PC15 <= 1.041005
PC16 <= -0.8953013
PC31 <= 0.06340582
-> class 1\|1 [0.831]
Rule 8/145: (12.3/3.2, lift 13.5)
PC3 > 0.1229528
PC16 > -1.00508
PC34 <= -0.9805959
PC44 <= 0.3361612
PC77 <= -0.1284792
PC79 <= 0.4717349
-> class 1\|1 [0.709]
Rule 8/146: (5.8/2, lift 11.7)
PC6 > 10.94218
PC16 > -1.00508
PC77 <= -0.1284792
-> class 1\|1 [0.618]
Rule 8/147: (6.9/2.5, lift 11.6)
PC1 > -0.4303757
PC2 <= -2.304361
PC9 > -3.774231
PC10 <= -0.7514341
-> class 1\|1 [0.611]
Rule 8/148: (16.1/7.4, lift 10.2)
PC1 > -0.4303757
PC3 > 0.1229528
PC14 <= -1.848832
PC16 > -1.00508
PC97 > 0.3905083
-> class 1\|1 [0.538]
Rule 8/149: (251.5/169.1, lift 6.3)
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC43 > 0.4600354
PC44 <= 0.481405
-> class 1\|1 [0.329]
Rule 8/150: (125.6, lift 13.5)
PC1 > -0.4303757
PC2 <= 2.734492
PC7 > 1.475861
PC16 > -1.00508
PC21 <= -0.5795528
PC77 > -0.1284792
-> class 1\|2 [0.992]
Rule 8/151: (100.7, lift 13.5)
PC2 <= -2.304361
PC10 <= -0.7514341
PC19 <= -1.342918
PC63 <= 0.4744646
PC80 > -1.864664
-> class 1\|2 [0.990]
Rule 8/152: (78.6/0.1, lift 13.4)
PC1 > -0.4303757
PC10 > -0.7514341
PC11 > 1.611415
PC16 <= -1.00508
PC21 <= 0.8654527
PC51 > -0.06454627
-> class 1\|2 [0.986]
Rule 8/153: (157.2/2.8, lift 13.3)
PC2 > 3.602504
PC3 > 1.640775
PC16 > 1.26344
-> class 1\|2 [0.976]
Rule 8/154: (31.2, lift 13.2)
PC3 > 0.1229528
PC10 > -0.7514341
PC21 <= -0.1615295
PC30 > 0.9708997
PC77 > -0.1284792
PC100 > -0.009884551
-> class 1\|2 [0.970]
Rule 8/155: (39.1/0.4, lift 13.2)
PC2 <= 2.734492
PC3 > 0.1229528
PC16 > -1.00508
PC30 <= -0.6795839
PC45 > -0.4910658
PC77 > -0.1284792
-> class 1\|2 [0.967]
Rule 8/156: (44.9/0.6, lift 13.2)
PC2 > 2.734492
PC3 > 1.640775
PC16 > 1.26344
PC99 > 0.7722355
-> class 1\|2 [0.966]
Rule 8/157: (21.2, lift 13.0)
PC1 > -0.4303757
PC2 <= 2.734492
PC16 <= -1.00508
PC52 <= -1.105513
-> class 1\|2 [0.957]
Rule 8/158: (22.3/0.2, lift 12.9)
PC1 > -0.4303757
PC10 > -0.7514341
PC16 > -1.00508
PC100 > -0.009884551
PC100 <= 0.003668455
-> class 1\|2 [0.949]
Rule 8/159: (243.4/15.2, lift 12.7)
PC2 <= 2.734492
PC3 > 0.1229528
PC11 <= 2.010254
PC14 > -1.848832
PC14 <= 0.6427611
PC16 > -1.00508
PC21 <= -0.1615295
PC100 > 0.351689
-> class 1\|2 [0.934]
Rule 8/160: (26.2/1.1, lift 12.6)
PC5 > 12.1829
PC88 <= -0.02629383
-> class 1\|2 [0.927]
Rule 8/161: (3063.4/1822.4, lift 5.5)
PC1 > -0.4303757
PC10 > -0.7514341
PC16 > -1.00508
-> class 1\|2 [0.405]
Rule 8/162: (1204.2/930.8, lift 3.1)
PC1 > -0.4303757
PC2 > -2.304361
PC2 <= 2.734492
PC96 <= -0.01018119
-> class 1\|2 [0.227]
Rule 8/163: (267.5, lift 15.0)
PC1 > -0.4303757
PC2 <= 2.734492
PC3 > 0.7181107
PC14 > 0.6427611
PC16 > -1.00508
PC45 > -0.4910658
PC53 <= 1.239702
PC61 <= 0.7707137
PC77 > -0.1284792
-> class 1\|3 [0.996]
Rule 8/164: (140.4, lift 14.9)
PC2 <= 2.734492
PC3 > 0.7181107
PC7 <= 1.475861
PC30 > -0.6795839
PC30 <= 0.9708997
PC35 > -0.1655052
PC44 > -0.3832438
PC45 > -0.4910658
PC57 <= 0.538439
PC61 <= 0.6288024
PC77 > -0.1284792
PC100 > -0.009884551
PC100 <= 0.351689
-> class 1\|3 [0.993]
Rule 8/165: (92.1, lift 14.9)
PC2 <= 2.734492
PC3 > 0.1229528
PC7 > 3.922522
PC16 > -1.00508
-> class 1\|3 [0.989]
Rule 8/166: (257/2.8, lift 14.8)
PC1 > -0.4303757
PC3 > 0.7181107
PC3 <= 6.514143
PC7 <= 1.475861
PC11 <= 2.010254
PC16 > -1.00508
PC30 > -0.6795839
PC45 > -0.4910658
PC53 <= 1.239702
PC55 <= 0.6848055
PC61 <= 0.7707137
PC77 > -0.1284792
PC96 <= 1.186227
PC100 <= -0.009884551
-> class 1\|3 [0.985]
Rule 8/167: (64.8, lift 14.8)
PC2 > 2.734492
PC2 <= 3.602504
PC16 > 1.26344
PC38 > 0.2102903
PC99 <= 0.7722355
-> class 1\|3 [0.985]
Rule 8/168: (55.9, lift 14.8)
PC1 > -0.4303757
PC3 > 0.1229528
PC3 <= 0.7181107
PC16 > -1.00508
PC44 <= -0.01676826
PC62 <= -0.07799333
PC97 > -0.5445233
-> class 1\|3 [0.983]
Rule 8/169: (37.9/0.2, lift 14.6)
PC2 > -2.304361
PC10 <= -0.7514341
PC11 > 2.900856
PC96 > -0.01018119
-> class 1\|3 [0.969]
Rule 8/170: (8.5, lift 13.6)
PC1 > -0.4303757
PC2 <= 2.734492
PC11 <= 1.611415
PC16 <= -1.00508
PC35 <= 0.8053485
PC52 > -1.105513
PC69 <= -0.5836473
-> class 1\|3 [0.905]
Rule 8/171: (8.3, lift 13.6)
PC2 <= 2.734492
PC46 > 8.038785
-> class 1\|3 [0.903]
Rule 8/172: (47.7/4.2, lift 13.5)
PC2 > 2.734492
PC2 <= 3.602504
PC3 > 1.640775
PC16 > 1.26344
PC80 <= -0.151564
-> class 1\|3 [0.895]
Rule 8/173: (22.1/1.5, lift 13.5)
PC1 > -0.4303757
PC2 <= 2.734492
PC3 > 0.1229528
PC44 <= 0.3361612
PC77 <= -0.1284792
PC79 > 0.4717349
-> class 1\|3 [0.894]
Rule 8/174: (244.1/25.6, lift 13.4)
PC2 <= 2.734492
PC3 > 0.7181107
PC6 <= 3.703398
PC14 <= 0.6427611
PC16 > -1.00508
PC21 > -0.1615295
PC30 > -0.6795839
PC45 > -0.4910658
PC55 <= 0.6848055
PC77 > -0.1284792
-> class 1\|3 [0.892]
Rule 8/175: (30.3/5.4, lift 12.1)
PC3 > 0.7181107
PC16 > -1.00508
PC21 > 0.4754277
PC77 <= -0.1284792
-> class 1\|3 [0.803]
Rule 8/176: (37/24.1, lift 5.4)
PC1 > -0.4303757
PC10 > -0.7514341
PC16 <= -1.00508
PC21 > 0.8654527
-> class 1\|3 [0.357]
Rule 8/177: (78.3, lift 13.3)
PC2 > -0.4418318
PC7 > 0.3556532
PC8 > 1.639229
PC96 > -0.3468434
-> class 2\|0 [0.988]
Rule 8/178: (355.7/7.7, lift 13.1)
PC7 > 0.3556532
PC12 > -0.8593607
PC20 <= 0.1360279
PC21 > 1.620908
PC39 <= 0.7295638
PC50 > -0.7333088
PC56 <= 0.5350927
-> class 2\|0 [0.976]
Rule 8/179: (52.2/1.4, lift 12.8)
PC1 > -0.4303757
PC1 <= 9.363908
PC3 <= 0.1229528
PC8 > 0.5831117
PC19 <= -0.922387
-> class 2\|0 [0.955]
Rule 8/180: (35.2/2.2, lift 12.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC15 <= -1.36082
PC22 > -0.8688946
PC83 > 0.3978699
-> class 2\|0 [0.913]
Rule 8/181: (51.2/13.8, lift 9.7)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC15 > -1.36082
PC22 > -0.8688946
PC44 > 0.481405
PC70 <= 0.3319354
PC83 <= -0.4468544
PC85 > -1.486781
-> class 2\|0 [0.722]
Rule 8/182: (1819.9/854.5, lift 7.1)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 <= 0.1360279
PC25 <= 0.4634401
-> class 2\|0 [0.530]
Rule 8/183: (825.3/460.6, lift 5.9)
PC2 > -2.304361
PC2 <= 2.734492
PC10 <= -0.7514341
PC76 > -0.1787935
PC82 > -0.3701884
PC96 > -0.01018119
-> class 2\|0 [0.442]
Rule 8/184: (106.1, lift 9.7)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 <= 0.1360279
PC56 > 0.5350927
-> class 2\|1 [0.991]
Rule 8/185: (86.5, lift 9.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC22 > -0.8688946
PC42 <= -0.6161977
PC44 <= 0.481405
PC58 > -0.9533709
PC82 <= 0.155248
-> class 2\|1 [0.989]
Rule 8/186: (97.9/0.2, lift 9.6)
PC7 > 0.3556532
PC8 > 1.639229
PC20 <= 0.1360279
PC25 <= 0.4634401
PC42 <= -0.5021701
PC64 > -0.4392778
-> class 2\|1 [0.988]
Rule 8/187: (75.9, lift 9.6)
PC1 <= -0.4303757
PC8 > 1.639229
PC84 <= -0.6812552
-> class 2\|1 [0.987]
Rule 8/188: (75.3/0.1, lift 9.6)
PC2 <= 2.734492
PC8 > -0.5367944
PC22 > -0.8688946
PC40 <= 0.6287518
PC41 > 2.36823
PC73 <= 0.6616986
PC85 > -1.486781
-> class 2\|1 [0.986]
Rule 8/189: (167.4/1.7, lift 9.6)
PC1 <= -0.4303757
PC8 > 1.639229
PC8 <= 5.358499
PC12 > -0.8593607
PC21 <= 1.620908
PC33 <= 0.4518875
PC42 > -0.5021701
PC56 > 0.01780599
PC94 > -0.3641546
-> class 2\|1 [0.984]
Rule 8/190: (89.4/0.6, lift 9.6)
PC7 > 0.3556532
PC8 > 1.639229
PC39 > 0.7295638
-> class 2\|1 [0.983]
Rule 8/191: (360.1/5.8, lift 9.6)
PC1 <= -0.4303757
PC2 <= -0.4418318
PC8 > 1.639229
PC8 <= 5.900245
PC12 <= -0.8593607
PC15 > -2.069242
PC20 <= 0.1360279
PC53 <= 1.344609
PC68 <= 0.9443578
-> class 2\|1 [0.981]
Rule 8/192: (89.4/0.9, lift 9.5)
PC7 > 0.3556532
PC8 > 1.639229
PC20 <= 0.1360279
PC21 <= -0.008515479
PC70 > -0.00582284
-> class 2\|1 [0.980]
Rule 8/193: (53.7/0.1, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC15 <= -1.36082
PC22 > -0.8688946
PC83 <= 0.3978699
-> class 2\|1 [0.980]
Rule 8/194: (45.1, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -4.166611
PC12 > 2.574274
PC76 <= -1.147777
-> class 2\|1 [0.979]
Rule 8/195: (44.8/0.1, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC38 > -0.128011
PC43 <= 0.4600354
PC44 <= 0.481405
PC66 <= -0.2356333
PC73 <= 0.6616986
PC85 > -1.486781
-> class 2\|1 [0.976]
Rule 8/196: (108.9/1.7, lift 9.5)
PC1 <= -0.4303757
PC7 > 0.3556532
PC11 <= -0.3663839
PC12 > -0.8593607
PC20 <= 0.1360279
PC21 <= 1.620908
PC50 > -0.7333088
PC56 <= 0.5350927
PC96 > -0.3468434
-> class 2\|1 [0.976]
Rule 8/197: (82.9/1.3, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.2163479
PC8 <= 1.639229
PC15 > -1.36082
PC22 > -0.8688946
PC40 <= 0.6287518
PC44 <= 0.481405
PC73 <= 0.6616986
PC89 <= -0.3718616
-> class 2\|1 [0.973]
Rule 8/198: (32.3, lift 9.5)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 <= 0.1360279
PC59 <= 0.3161534
PC60 <= -0.6532395
-> class 2\|1 [0.971]
Rule 8/199: (84.6/1.5, lift 9.5)
PC1 <= -0.4303757
PC7 > 0.3556532
PC8 > 1.639229
PC12 > -0.8593607
PC20 <= 0.1360279
PC45 > -0.2370766
PC59 > 0.3161534
-> class 2\|1 [0.971]
Rule 8/200: (264/7.8, lift 9.4)
PC1 <= -0.4303757
PC8 > 1.639229
PC15 <= 2.174776
PC20 > 0.1360279
PC40 > -1.759775
PC41 > -0.5107478
-> class 2\|1 [0.967]
Rule 8/201: (57.8/1.1, lift 9.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC38 <= -0.128011
PC40 <= 0.6287518
PC44 <= 0.481405
PC71 <= 0.1153366
PC73 > -0.4440619
PC73 <= 0.3493575
-> class 2\|1 [0.965]
Rule 8/202: (64.1/1.5, lift 9.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC6 <= -0.9497618
PC8 > -0.5367944
PC8 <= 1.639229
PC17 <= 0.283858
PC44 > 0.481405
PC70 <= 0.3319354
PC83 > -0.4468544
-> class 2\|1 [0.963]
Rule 8/203: (31.4/0.2, lift 9.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC4 <= -0.4850174
PC8 <= 1.639229
-> class 2\|1 [0.963]
Rule 8/204: (171.1/7.4, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC15 > -1.36082
PC22 > -0.8688946
PC40 <= 0.6287518
PC43 <= 0.4600354
PC44 <= 0.481405
PC58 > -0.9533709
PC71 > 0.1153366
PC73 <= 0.6616986
PC85 > -1.486781
-> class 2\|1 [0.952]
Rule 8/205: (72.2/2.7, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC7 > 0.3556532
PC8 > -0.5367944
PC12 > -0.8593607
PC20 <= 0.1360279
PC25 <= 0.2656879
PC34 > 0.4196765
PC70 > -0.00582284
PC76 > -0.1868005
-> class 2\|1 [0.950]
Rule 8/206: (36.3/1.1, lift 9.2)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.2163479
PC8 <= 1.639229
PC22 > -0.8688946
PC38 > -0.128011
PC82 > 0.155248
PC82 <= 0.2779804
-> class 2\|1 [0.945]
Rule 8/207: (43.4/1.8, lift 9.1)
PC1 <= -0.4303757
PC8 > 1.639229
PC25 > 0.2656879
PC25 <= 0.4634401
-> class 2\|1 [0.938]
Rule 8/208: (13.7, lift 9.1)
PC1 > -0.4303757
PC2 <= 2.734492
PC3 > 0.1229528
PC3 <= 0.7181107
PC16 > -1.00508
PC44 > -0.01676826
PC65 <= -0.03112295
-> class 2\|1 [0.937]
Rule 8/209: (13.6/0.1, lift 9.0)
PC1 <= -0.4303757
PC8 > -0.5367944
PC19 <= -2.418837
PC22 <= -0.8688946
PC82 > -0.2219698
-> class 2\|1 [0.928]
Rule 8/210: (11.4, lift 9.0)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC32 > 1.059218
PC82 > -0.2219698
-> class 2\|1 [0.925]
Rule 8/211: (11.2, lift 9.0)
PC1 > 9.363908
PC3 <= 0.1229528
PC10 > -0.7514341
PC16 > -1.00508
PC82 > 0.5086467
-> class 2\|1 [0.924]
Rule 8/212: (111.1/7.8, lift 9.0)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 <= 0.1360279
PC25 <= 0.4634401
PC46 > 1.417094
-> class 2\|1 [0.923]
Rule 8/213: (98.5/7.5, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC10 <= 0.1667886
PC13 <= 0.494326
PC22 <= -0.8688946
PC30 <= 0.004369669
PC42 > -0.3234877
PC50 > -0.6497183
PC55 <= 0.960422
PC63 <= 0.4163549
PC82 > -0.2219698
PC95 <= 0.1868681
-> class 2\|1 [0.916]
Rule 8/214: (44.6/2.9, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC10 > 0.1667886
PC59 > 0.6738303
-> class 2\|1 [0.915]
Rule 8/215: (295.7/25.9, lift 8.9)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 > 0.1360279
PC53 <= 0.8392502
-> class 2\|1 [0.910]
Rule 8/216: (9, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC22 <= -0.8688946
PC45 > 0.3833095
-> class 2\|1 [0.909]
Rule 8/217: (52.8/5.1, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC58 <= -0.9533709
PC61 <= 1.063348
-> class 2\|1 [0.888]
Rule 8/218: (35.5/3.4, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC10 > 0.1667886
PC29 <= 0.02386278
PC80 <= 0.003011821
PC82 > -0.2219698
-> class 2\|1 [0.883]
Rule 8/219: (5.6, lift 8.5)
PC1 <= -0.4303757
PC8 > -0.5367944
PC21 <= 1.620908
PC70 > -0.00582284
PC70 <= -0.005671355
-> class 2\|1 [0.868]
Rule 8/220: (128.3/17.6, lift 8.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.2163479
PC8 <= 1.639229
PC22 > -0.8688946
PC38 > 0.4660877
PC66 > -0.2356333
PC71 <= 0.1153366
PC73 <= 0.6616986
PC82 <= 0.2779804
-> class 2\|1 [0.857]
Rule 8/221: (49.4/6.8, lift 8.3)
PC1 > -0.4303757
PC1 <= 9.363908
PC3 <= 0.1229528
PC8 > 0.5831117
PC16 > -1.00508
PC19 > -0.922387
-> class 2\|1 [0.848]
Rule 8/222: (17.5/2.5, lift 8.0)
PC1 > -0.4303757
PC1 <= 9.363908
PC3 <= 0.1229528
PC8 <= 0.5831117
PC10 > -0.7514341
PC16 > -1.00508
PC43 > 0.9643555
-> class 2\|1 [0.820]
Rule 8/223: (116.8/24, lift 7.7)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC22 <= -0.8688946
PC32 <= 1.059218
PC80 <= 0.003011821
PC82 > -0.2219698
PC84 > 0.1490092
-> class 2\|1 [0.790]
Rule 8/224: (29.5/6.2, lift 7.5)
PC1 <= -0.4303757
PC7 <= 0.3556532
PC8 > 1.639229
PC20 <= 0.1360279
-> class 2\|1 [0.772]
Rule 8/225: (37.8/16.9, lift 5.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC33 <= -0.4276021
PC45 <= -0.06473128
-> class 2\|1 [0.550]
Rule 8/226: (93.2, lift 10.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC4 > -0.4850174
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC29 > 0.02386278
PC45 <= 0.3833095
PC80 <= 0.003011821
PC82 > -0.2219698
PC84 <= 0.1490092
-> class 2\|2 [0.989]
Rule 8/227: (122.6/0.5, lift 10.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC15 <= 3.946699
PC19 > -3.372376
PC25 <= 0.3064981
PC27 <= 0.4668812
PC31 <= 1.186685
PC32 > -1.866445
PC38 > -0.6561005
PC53 > -0.7760714
PC57 <= 0.2493399
PC93 > 0.5455253
-> class 2\|2 [0.988]
Rule 8/228: (98.8/0.4, lift 10.5)
PC1 <= -0.4303757
PC8 > -2.535652
PC8 <= -0.5367944
PC11 > 2.010254
PC15 <= 3.946699
PC25 <= 0.3064981
PC38 > -0.6561005
PC57 <= 0.2493399
-> class 2\|2 [0.987]
Rule 8/229: (66.4/0.1, lift 10.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC82 > -0.2219698
PC95 > 0.1868681
-> class 2\|2 [0.984]
Rule 8/230: (41.1, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC50 <= -0.6497183
PC82 > -0.2219698
-> class 2\|2 [0.977]
Rule 8/231: (332.1/6.6, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC10 > 0.1667886
PC19 > -2.418837
PC22 <= -0.8688946
PC32 <= 1.059218
PC59 <= 0.6738303
PC80 > 0.003011821
PC82 > -0.2219698
-> class 2\|2 [0.977]
Rule 8/232: (184/3.7, lift 10.4)
PC1 <= -0.4303757
PC8 > -2.535652
PC8 <= -0.5367944
PC13 <= 0.4400509
PC25 > -0.2426115
PC25 <= 0.3064981
PC27 <= 0.4668812
PC32 > -1.866445
PC53 > -0.7760714
PC57 <= 0.2493399
PC63 > 0.09781586
PC76 > -1.147777
PC76 <= 0.4889868
-> class 2\|2 [0.975]
Rule 8/233: (35.4, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= -0.2163479
PC22 > -0.8688946
PC44 <= 0.481405
PC58 > -0.9533709
PC71 <= 0.1153366
PC73 <= 0.6616986
-> class 2\|2 [0.973]
Rule 8/234: (81.5/1.3, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC13 <= 0.494326
PC22 <= -0.8688946
PC63 > 0.4163549
-> class 2\|2 [0.972]
Rule 8/235: (122.8/2.5, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC18 > -1.44089
PC33 <= -0.4276021
PC45 > -0.06473128
PC76 > -1.147777
PC98 > -4.149314
-> class 2\|2 [0.972]
Rule 8/236: (31.4, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC10 <= 0.1667886
PC22 <= -0.8688946
PC42 <= -0.3234877
-> class 2\|2 [0.970]
Rule 8/237: (66/1, lift 10.4)
PC1 > -0.4303757
PC1 <= 9.363908
PC2 <= -0.6393787
PC3 <= 0.1229528
PC8 <= 0.5831117
PC10 > -0.7514341
PC16 > -1.00508
PC38 <= 0.3284798
PC43 <= 0.9643555
PC47 <= -0.02200633
PC83 <= -0.04257414
-> class 2\|2 [0.970]
Rule 8/238: (37.4/0.2, lift 10.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC27 <= 0.4037721
PC82 <= -0.2219698
-> class 2\|2 [0.969]
Rule 8/239: (27.8, lift 10.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC10 <= 0.1667886
PC22 <= -0.8688946
PC30 > 0.004369669
-> class 2\|2 [0.966]
Rule 8/240: (27.5, lift 10.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 <= -0.8688946
PC55 > 0.960422
-> class 2\|2 [0.966]
Rule 8/241: (22.5, lift 10.2)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC13 > 0.494326
PC22 <= -0.8688946
PC82 > -0.2219698
-> class 2\|2 [0.959]
Rule 8/242: (25.9/0.4, lift 10.2)
PC1 <= -0.4303757
PC8 > -2.535652
PC8 <= -0.5367944
PC15 <= 3.946699
PC19 > 2.590322
PC44 > -0.6688879
PC49 <= -0.09052286
PC57 > 0.2493399
PC58 > -1.082893
-> class 2\|2 [0.951]
Rule 8/243: (20.9/0.1, lift 10.2)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC14 > -0.460202
PC29 > 0.2790949
PC49 <= 0.1765816
-> class 2\|2 [0.951]
Rule 8/244: (300.4/17.6, lift 10.0)
PC1 <= -0.4303757
PC8 > -2.183478
PC8 <= -0.5367944
PC13 <= 0.4400509
PC15 > -0.9355751
PC15 <= 3.946699
PC19 > -3.372376
PC25 <= 0.3064981
PC27 <= 0.4668812
PC31 <= 1.186685
PC32 > -1.866445
PC38 > -0.6561005
PC52 <= 0.1631387
PC53 > -0.7760714
PC55 > -0.7392192
PC57 <= 0.2493399
PC76 <= 0.4889868
-> class 2\|2 [0.938]
Rule 8/245: (29/1.1, lift 9.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC38 > -0.128011
PC44 <= 0.481405
PC66 > -0.2356333
PC71 <= 0.1153366
PC82 > 0.2779804
-> class 2\|2 [0.931]
Rule 8/246: (32.6/1.4, lift 9.9)
PC1 <= -0.4303757
PC8 > 1.639229
PC20 > 0.1360279
PC41 <= -0.5107478
PC53 > 0.8392502
-> class 2\|2 [0.930]
Rule 8/247: (35.1/1.7, lift 9.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC20 > 0.1360279
PC40 <= -1.759775
-> class 2\|2 [0.928]
Rule 8/248: (99.9/6.5, lift 9.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC10 > 1.010605
PC15 <= 3.946699
PC32 > -1.866445
PC58 > -1.082893
-> class 2\|2 [0.927]
Rule 8/249: (15.9/0.7, lift 9.7)
PC1 <= -0.4303757
PC8 <= -2.535652
PC22 > -0.7107669
PC40 <= -0.6203971
PC44 <= 0.9164336
PC46 <= 0.4365204
PC75 > 0.08424755
-> class 2\|2 [0.905]
Rule 8/250: (21.9/1.9, lift 9.4)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 <= -0.5367944
PC24 > 0.8585936
PC44 <= 0.9164336
PC46 <= 0.4365204
PC75 > 0.08424755
-> class 2\|2 [0.881]
Rule 8/251: (32/3.3, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC6 <= -0.3099767
PC8 <= -0.5367944
PC12 <= 2.574274
PC76 <= -1.147777
-> class 2\|2 [0.875]
Rule 8/252: (129.2/17.1, lift 9.2)
PC1 <= -0.4303757
PC8 > -2.535652
PC19 > 1.8862
PC29 <= 0.2790949
PC32 <= -1.866445
PC33 > -0.4276021
PC76 > -1.147777
-> class 2\|2 [0.862]
Rule 8/253: (28.5/3.9, lift 9.0)
PC1 <= -0.4303757
PC8 <= -2.535652
PC28 > -0.3896254
PC46 > 0.4365204
PC64 > 0.1513361
PC76 > -1.147777
-> class 2\|2 [0.839]
Rule 8/254: (123.9/19.4, lift 9.0)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC38 > -0.128011
PC38 <= 0.4660877
PC41 <= 2.36823
PC42 > -0.6161977
PC44 <= 0.481405
PC67 <= 0.8468781
PC71 <= 0.1153366
PC73 <= 0.6616986
PC82 <= 0.155248
PC89 > -0.3718616
-> class 2\|2 [0.838]
Rule 8/255: (15.4/2, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 <= -0.5367944
PC20 > 0.8266267
-> class 2\|2 [0.829]
Rule 8/256: (16.3/2.4, lift 8.7)
PC1 <= -0.4303757
PC3 > -0.9818353
PC8 > -2.535652
PC8 <= -0.5367944
PC15 <= 3.946699
PC28 <= 0.04907383
PC33 > -0.4276021
PC44 <= -0.6688879
PC49 <= -0.09052286
PC57 > 0.2493399
-> class 2\|2 [0.817]
Rule 8/257: (35.5/6, lift 8.7)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC22 <= -2.134577
-> class 2\|2 [0.812]
Rule 8/258: (110.4/20.5, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC15 > -1.36082
PC38 <= -0.128011
PC40 <= 0.6287518
PC44 <= 0.481405
PC71 <= 0.1153366
PC73 <= -0.4440619
-> class 2\|2 [0.808]
Rule 8/259: (60.2/11.1, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC40 <= 0.6287518
PC43 <= 0.4600354
PC44 <= 0.481405
PC73 > 0.6616986
-> class 2\|2 [0.806]
Rule 8/260: (40.7/7.3, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC25 <= 0.3064981
PC37 > 1.069836
PC76 > -1.147777
-> class 2\|2 [0.805]
Rule 8/261: (17.4/3, lift 8.5)
PC1 <= -0.4303757
PC3 <= -0.9818353
PC8 > -2.535652
PC8 <= -0.5367944
PC28 <= 0.04907383
PC29 <= 0.2790949
PC32 > -1.866445
PC57 > 0.2493399
-> class 2\|2 [0.793]
Rule 8/262: (102.6/20.7, lift 8.5)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC15 <= 3.946699
PC19 > -3.372376
PC28 > 0.04907383
PC32 > -1.866445
PC33 > -0.4276021
PC59 > -0.903942
PC76 > -1.147777
-> class 2\|2 [0.793]
Rule 8/263: (19.7/3.8, lift 8.3)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC44 > 0.481405
PC70 > 0.3319354
PC85 > -1.486781
-> class 2\|2 [0.780]
Rule 8/264: (16.9/5.1, lift 7.2)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC40 > 0.6287518
PC44 <= 0.481405
-> class 2\|2 [0.678]
Rule 8/265: (51.7/17, lift 7.1)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC85 <= -1.486781
-> class 2\|2 [0.665]
Rule 8/266: (113.9, lift 8.4)
PC1 <= -0.4303757
PC8 <= -2.535652
PC44 <= 0.9164336
PC76 > -1.147777
PC86 <= -0.5741252
-> class 2\|3 [0.991]
Rule 8/267: (52.6/1.4, lift 8.1)
PC2 <= 2.734492
PC8 <= -0.5367944
PC11 <= 2.010254
PC31 > 1.186685
PC57 <= 0.2493399
PC63 <= 0.09781586
-> class 2\|3 [0.956]
Rule 8/268: (40.4/1.2, lift 8.0)
PC1 > -0.4303757
PC1 <= 9.363908
PC2 <= 2.734492
PC3 <= 0.1229528
PC10 > -0.7514341
PC16 > -1.00508
PC37 > -1.191173
PC60 <= 0.5588369
PC83 > -0.04257414
-> class 2\|3 [0.948]
Rule 8/269: (53/2.6, lift 7.9)
PC1 > -0.4303757
PC1 <= 9.363908
PC2 <= -0.6393787
PC3 <= 0.1229528
PC8 <= 0.5831117
PC16 > -1.00508
PC38 <= 0.3284798
PC47 > -0.02200633
PC83 <= -0.04257414
-> class 2\|3 [0.935]
Rule 8/270: (86.5/5.7, lift 7.8)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC11 <= 2.010254
PC32 > -1.866445
PC33 > -0.4276021
PC53 <= -0.7760714
-> class 2\|3 [0.925]
Rule 8/271: (10.7/0.4, lift 7.6)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 > -0.5367944
PC8 <= 1.639229
PC22 > -0.8688946
PC38 <= -0.128011
PC40 <= 0.6287518
PC44 <= 0.481405
PC71 <= 0.1153366
PC73 > 0.3493575
-> class 2\|3 [0.893]
Rule 8/272: (12.9/1.1, lift 7.3)
PC1 > -0.4303757
PC1 <= 9.363908
PC2 <= -0.6393787
PC3 <= 0.1229528
PC8 <= 0.5831117
PC16 > -1.00508
PC38 > 0.3284798
-> class 2\|3 [0.860]
Rule 8/273: (43.1/5.7, lift 7.2)
PC3 > 0.1229528
PC3 <= 0.7181107
PC10 > -0.7514341
PC22 > 0.2711777
PC44 > -0.01676826
-> class 2\|3 [0.852]
Rule 8/274: (12467.4/10114.9, lift 1.6)
PC2 <= 2.734492
-> class 2\|3 [0.189]
Rule 8/275: (52, lift 25.3)
PC1 <= -0.4303757
PC8 <= -0.5367944
PC19 <= -3.086079
PC46 <= 0.4365204
PC75 > 0.08424755
-> class 2\|4 [0.981]
Rule 8/276: (131.4/1.6, lift 25.3)
PC8 <= -2.535652
PC35 <= 1.989469
PC45 <= 0.150697
PC46 <= 0.4365204
PC47 <= -0.3985327
PC49 <= 0.114883
PC57 <= 0.7094132
PC75 <= 0.08424755
PC78 <= -0.1246871
PC80 > -0.7750584
PC96 <= 0.287048
-> class 2\|4 [0.980]
Rule 8/277: (80.2/1.6, lift 25.0)
PC1 <= -0.4303757
PC2 <= 2.734492
PC8 <= -0.5367944
PC28 <= -0.3896254
PC76 > -1.147777
PC87 > -0.4263388
PC88 <= 0.1190197
-> class 2\|4 [0.969]
Rule 8/278: (84.8/2, lift 24.9)
PC1 > -0.4303757
PC2 <= 2.734492
PC10 <= -0.7514341
PC19 > -1.342918
PC21 > 0.02643494
PC65 > -2.445986
PC85 > 0.4219957
-> class 2\|4 [0.966]
Rule 8/279: (165.5/6, lift 24.7)
PC2 <= 2.734492
PC8 <= -2.535652
PC11 <= 3.677321
PC22 > -1.327249
PC44 > 0.9164336
PC67 > -0.7280881
PC72 > -0.01141156
-> class 2\|4 [0.958]
Rule 8/280: (20.3, lift 24.6)
PC2 <= 2.734492
PC65 > 3.897452
PC76 > -1.147777
-> class 2\|4 [0.955]
Rule 8/281: (17.5, lift 24.5)
PC36 <= -11.39638
-> class 2\|4 [0.949]
Rule 8/282: (14.2/0.1, lift 24.0)
PC1 > -0.4303757
PC1 <= 9.363908
PC2 <= 2.734492
PC3 <= 0.1229528
PC10 > -0.7514341
PC16 > -1.00508
PC37 > -1.191173
PC60 > 0.5588369
PC83 > -0.04257414
-> class 2\|4 [0.931]
Rule 8/283: (48.2/2.5, lift 24.0)
PC2 <= 2.734492
PC8 > -2.535652
PC8 <= -0.5367944
PC14 <= -0.460202
PC29 > 0.2790949
PC49 <= 0.1765816
-> class 2\|4 [0.931]
Rule 8/284: (14.9/0.2, lift 23.9)
PC1 <= -0.4303757
PC8 > -2.535652
PC8 <= -0.5367944
PC19 <= -3.372376
PC96 > 0.02487071
-> class 2\|4 [0.927]
Rule 8/285: (7.6, lift 23.1)
PC1 <= -0.4303757
PC8 > -2.535652
PC8 <= -0.5367944
PC15 > 3.946699
PC17 > -0.8603746
PC32 > -1.866445
-> class 2\|4 [0.896]
Rule 8/286: (262.2/26.7, lift 23.1)
PC8 <= -2.535652
PC13 <= 0.3819516
PC23 > 0.04467868
PC35 <= 1.989469
PC41 <= -0.1208776
PC45 <= 0.150697
PC46 <= 0.4365204
PC49 <= 0.114883
PC57 <= 0.7094132
PC62 > -1.193576
PC75 <= 0.08424755
PC78 <= -0.1246871
PC80 > -0.7750584
PC86 > -0.5741252
PC92 <= 0.1428698
PC93 <= 0.4325431
PC96 <= 0.2557816
-> class 2\|4 [0.895]
Rule 8/287: (19.4/2.4, lift 21.7)
PC1 <= -0.4303757
PC6 > 1.205061
PC8 <= -2.535652
PC49 > 0.114883
PC75 <= 0.08424755
PC96 <= 0.287048
-> class 2\|4 [0.841]
Rule 8/288: (4, lift 21.5)
PC1 > -0.4303757
PC2 <= 2.734492
PC10 <= -0.7514341
PC19 > -1.342918
PC85 <= 0.4219957
PC88 <= -0.2454263
-> class 2\|4 [0.832]
Default class: 2\|3
----- Trial 9: -----
Rules:
Rule 9/1: (49/0.4, lift 15.4)
PC2 > 2.5099
PC13 <= 1.65137
PC14 > 0.5644688
PC33 > -1.328563
PC56 <= 1.806744
PC86 > 0.4936213
PC87 > 0.03798841
-> class 0\|0 [0.973]
Rule 9/2: (72.2/1.1, lift 15.4)
PC2 > 2.5099
PC6 > -1.443306
PC13 <= 1.65137
PC14 > 0.5644688
PC18 <= 2.129967
PC33 <= -1.328563
PC50 <= 0.4002098
-> class 0\|0 [0.972]
Rule 9/3: (26.6, lift 15.3)
PC2 > 2.5099
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 1.350428
PC56 <= 1.806744
PC86 <= -0.03800784
PC87 <= 0.03798841
PC100 > 0.5711982
-> class 0\|0 [0.962]
Rule 9/4: (33.1/1.1, lift 14.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.129967
PC42 <= 2.839821
PC56 <= 1.806744
PC86 > -0.03800784
PC87 <= 0.03798841
-> class 0\|0 [0.940]
Rule 9/5: (8.2, lift 14.3)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC56 > 0.6853182
PC70 <= -1.685047
-> class 0\|0 [0.902]
Rule 9/6: (23.9/1.8, lift 14.1)
PC2 > 2.5099
PC13 <= 5.532305
PC18 > 2.129967
PC27 > -2.199644
PC31 <= -0.2454494
PC55 > -0.4299491
PC62 <= -0.176172
-> class 0\|0 [0.892]
Rule 9/7: (70.7/7.8, lift 13.9)
PC2 > 2.5099
PC6 > 0.2292304
PC14 > 0.5644688
PC18 > -0.6070462
-> class 0\|0 [0.879]
Rule 9/8: (4.9, lift 13.6)
PC13 > 5.532305
PC13 <= 11.79328
PC18 > 2.498906
PC53 <= -2.77415
-> class 0\|0 [0.855]
Rule 9/9: (19.3/3.1, lift 12.8)
PC13 > 5.532305
PC18 > 2.498906
PC31 > 0.1783828
PC84 > -2.63774
-> class 0\|0 [0.808]
Rule 9/10: (48.1/9, lift 12.7)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > 0.5644688
PC18 > 1.350428
PC18 <= 2.129967
PC42 <= 2.839821
PC56 <= 1.806744
PC87 <= 0.03798841
-> class 0\|0 [0.800]
Rule 9/11: (51.8/14.7, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.443306
PC13 <= 5.532305
PC14 > -1.775794
PC18 > -0.6070462
PC18 <= 2.129967
PC42 <= 2.839821
-> class 0\|0 [0.708]
Rule 9/12: (14/4.1, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 2.129967
PC42 <= 2.839821
PC59 > -1.35427
PC76 <= -1.71424
-> class 0\|0 [0.683]
Rule 9/13: (50.1/17.8, lift 10.2)
PC2 > 2.5099
PC13 <= 11.79328
PC14 > -1.775794
PC18 > 2.498906
PC31 <= 0.1783828
PC96 <= -1.04715
-> class 0\|0 [0.640]
Rule 9/14: (1585.1/596.3, lift 9.9)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC84 > -2.63774
-> class 0\|0 [0.624]
Rule 9/15: (125.1, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC6 <= 0.2292304
PC13 <= 1.65137
PC18 > -0.6070462
PC18 <= 1.350428
PC33 > -1.328563
PC86 <= -0.03800784
PC87 <= 0.03798841
PC100 <= 0.5711982
-> class 0\|1 [0.992]
Rule 9/16: (88.1, lift 12.1)
PC3 <= -1.485857
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC43 > -0.5872907
PC56 > 0.6853182
PC70 > -1.685047
PC93 <= 1.5321
-> class 0\|1 [0.989]
Rule 9/17: (78.1, lift 12.1)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC42 > 1.606127
PC56 <= 0.6853182
PC63 > -0.8391311
PC99 > -1.153677
-> class 0\|1 [0.988]
Rule 9/18: (69.9, lift 12.0)
PC4 <= -8.075791
PC18 > 2.129967
PC76 > -0.07148779
-> class 0\|1 [0.986]
Rule 9/19: (61.9, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC41 > 0.1597055
PC42 <= 2.839821
PC76 > -1.71424
PC90 > -1.97385
-> class 0\|1 [0.984]
Rule 9/20: (193.1/2.2, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2292304
PC13 <= 5.532305
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.129967
PC33 > -1.328563
PC56 <= 1.806744
PC86 <= 0.4936213
PC87 > 0.03798841
-> class 0\|1 [0.984]
Rule 9/21: (51.3, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC8 > 0.1415388
PC18 > -0.6070462
PC18 <= 0.2192922
PC90 > -1.97385
-> class 0\|1 [0.981]
Rule 9/22: (45, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.532305
PC18 > -0.6070462
PC18 <= 0.2192922
PC39 > -1.450917
PC45 > 1.216059
PC59 > -1.35427
-> class 0\|1 [0.979]
Rule 9/23: (42.4, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC8 <= 0.1415388
PC14 > -1.775794
PC18 > -0.6070462
PC19 > 0.07711388
PC42 <= 1.690911
PC59 > -1.35427
PC84 > -2.63774
-> class 0\|1 [0.977]
Rule 9/24: (78.8/0.9, lift 11.9)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC25 > 0.08869121
PC32 <= 0.6346551
PC40 > -1.096531
PC91 <= 1.025158
PC97 > 0.06804004
PC99 > -1.153677
-> class 0\|1 [0.977]
Rule 9/25: (39.6, lift 11.9)
PC4 <= -8.075791
PC23 > 1.79573
PC30 > -2.367213
PC63 > -0.8391311
-> class 0\|1 [0.976]
Rule 9/26: (84.7/1.5, lift 11.9)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC55 <= -0.4299491
PC65 > -2.35891
PC99 > -1.153677
-> class 0\|1 [0.971]
Rule 9/27: (32.8, lift 11.9)
PC13 > 0.4778326
PC13 <= 5.532305
PC18 > 2.129967
PC32 <= 0.6346551
PC45 <= 1.486699
PC63 > -0.8391311
PC97 > 0.06804004
-> class 0\|1 [0.971]
Rule 9/28: (36.2, lift 11.9)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > -1.775794
PC18 > -0.6070462
PC31 > -0.2454494
PC45 <= 1.486699
PC56 <= 0.6853182
PC63 > -0.8391311
PC93 > 1.463244
PC99 > -1.153677
-> class 0\|1 [0.971]
Rule 9/29: (31.2, lift 11.9)
PC4 <= -8.075791
PC18 > 2.129967
PC63 > -0.8391311
PC90 > 0.55565
-> class 0\|1 [0.970]
Rule 9/30: (53.4/1, lift 11.8)
PC4 <= -8.075791
PC18 > 2.129967
PC20 > -2.143878
-> class 0\|1 [0.963]
Rule 9/31: (105.9/3.5, lift 11.7)
PC4 <= 6.188375
PC13 > 5.532305
PC13 <= 11.79328
PC18 > 2.498906
PC31 <= 0.1783828
PC42 <= 2.839821
PC53 > -2.77415
PC96 > -1.04715
-> class 0\|1 [0.958]
Rule 9/32: (17.9, lift 11.6)
PC14 > -1.775794
PC18 > 2.129967
PC27 <= -2.199644
PC33 > -1.946883
PC42 <= 2.839821
PC99 > -1.153677
-> class 0\|1 [0.950]
Rule 9/33: (390.5/20.1, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > 0.2192922
PC18 <= 2.129967
PC39 > -1.450917
PC42 <= 1.690911
PC59 > -1.35427
PC71 <= 0.9832113
PC76 > -1.71424
PC90 > -1.97385
PC99 > -1.332066
-> class 0\|1 [0.946]
Rule 9/34: (107.2/6.1, lift 11.4)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC30 > -2.367213
PC33 <= -1.946883
-> class 0\|1 [0.935]
Rule 9/35: (14.1, lift 11.4)
PC13 <= 5.532305
PC14 > -1.775794
PC18 > -0.6070462
PC29 > 3.151391
PC33 > -1.946883
PC42 <= 2.839821
PC99 > -1.153677
-> class 0\|1 [0.932]
Rule 9/36: (25.7/1.2, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.179344
PC18 <= -0.6070462
PC43 <= -0.6974066
PC64 > -3.031896
PC93 <= 1.314783
-> class 0\|1 [0.922]
Rule 9/37: (10.8, lift 11.3)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.129967
PC33 <= -1.328563
PC42 <= 2.839821
PC50 > 0.4002098
-> class 0\|1 [0.922]
Rule 9/38: (10.7, lift 11.3)
PC2 > 2.5099
PC14 > -1.775794
PC18 > 2.129967
PC56 <= 0.6853182
PC63 > -0.8391311
PC94 <= -0.8800409
PC97 > 0.06804004
PC99 > -1.153677
-> class 0\|1 [0.921]
Rule 9/39: (47.2/3.6, lift 11.1)
PC3 <= 1.640775
PC18 <= -0.6070462
PC31 <= -0.01619392
PC57 > 0.2684259
PC78 > 1.749331
-> class 0\|1 [0.907]
Rule 9/40: (93.2/8.2, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.6070462
PC31 <= -0.2454494
PC32 <= 0.6346551
PC56 <= 0.6853182
PC62 > -0.176172
PC99 > -1.153677
-> class 0\|1 [0.903]
Rule 9/41: (8, lift 11.0)
PC2 > 2.5099
PC18 > -0.6070462
PC40 > -1.712465
PC42 > 2.839821
-> class 0\|1 [0.900]
Rule 9/42: (32/3, lift 10.8)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC74 > 2.393468
-> class 0\|1 [0.882]
Rule 9/43: (6.2, lift 10.7)
PC4 <= -7.746524
PC50 > 1.05512
-> class 0\|1 [0.877]
Rule 9/44: (23.4/2.4, lift 10.6)
PC4 <= -8.075791
PC13 <= -2.73854
PC63 > -0.8391311
-> class 0\|1 [0.865]
Rule 9/45: (73.2/9.6, lift 10.5)
PC4 > -8.075791
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC19 <= -0.01211329
PC32 <= 0.6346551
PC40 <= -1.096531
PC55 > -0.2069452
PC97 > 0.06804004
-> class 0\|1 [0.859]
Rule 9/46: (52.2/6.8, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.01419809
PC18 > -0.6070462
PC18 <= 2.129967
PC59 <= -1.35427
-> class 0\|1 [0.856]
Rule 9/47: (4.7, lift 10.4)
PC13 > 5.532305
PC18 <= 2.498906
PC35 <= -0.6608484
-> class 0\|1 [0.852]
Rule 9/48: (168.9/25.5, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC8 <= 0.1415388
PC13 <= 5.532305
PC18 > -0.6070462
PC39 > -1.450917
PC42 <= 1.690911
PC59 > -1.35427
PC86 <= -0.7577536
PC90 > -1.97385
-> class 0\|1 [0.845]
Rule 9/49: (4.3, lift 10.3)
PC18 > 2.129967
PC32 > 0.6255438
PC32 <= 0.6346551
PC99 > -1.153677
-> class 0\|1 [0.841]
Rule 9/50: (15.8/1.9, lift 10.2)
PC2 > 2.5099
PC13 <= 5.532305
PC14 > -1.775794
PC18 > 2.129967
PC19 > -0.01211329
PC56 <= 0.6853182
PC63 > -0.8391311
PC99 > -1.153677
-> class 0\|1 [0.838]
Rule 9/51: (52.4/9.7, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.179344
PC18 <= -0.6070462
PC44 > 0.7221023
PC64 > -3.031896
PC93 <= 1.314783
-> class 0\|1 [0.803]
Rule 9/52: (49.6/10.9, lift 9.4)
PC13 <= 5.532305
PC18 > 2.129967
PC32 <= 0.6346551
PC55 <= -0.2069452
PC63 > -0.8391311
PC65 > -2.35891
PC99 > -1.153677
-> class 0\|1 [0.769]
Rule 9/53: (41.4/9.9, lift 9.2)
PC10 <= -7.383991
PC18 > -1.179344
PC93 <= 1.314783
-> class 0\|1 [0.750]
Rule 9/54: (81.4, lift 10.3)
PC2 > 2.5099
PC15 <= 0.787059
PC18 > -2.745644
PC18 <= -1.179344
PC19 > -0.08697719
PC32 <= 0.5255202
PC52 > -1.910764
PC60 > -1.15684
PC61 <= -0.5470847
PC66 <= 3.829112
PC91 <= 3.542653
-> class 0\|2 [0.988]
Rule 9/55: (69.6, lift 10.3)
PC4 <= -7.746524
PC18 <= -1.179344
PC50 <= 1.05512
PC60 <= -0.06275523
-> class 0\|2 [0.986]
Rule 9/56: (71.6, lift 10.3)
PC4 <= -7.746524
PC18 <= -0.6070462
PC50 <= 1.05512
PC64 > 0.2858783
-> class 0\|2 [0.986]
Rule 9/57: (61.9/0.3, lift 10.3)
PC3 <= 1.640775
PC4 > -7.746524
PC7 <= -0.5128743
PC18 > -2.745644
PC18 <= -1.179344
PC32 > -1.784234
PC64 > -3.031896
PC91 <= 3.542653
PC93 > 0.2814403
-> class 0\|2 [0.980]
Rule 9/58: (174.7/3, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -7.383991
PC11 > -0.06227817
PC18 > -1.179344
PC18 <= -0.6070462
PC26 > -0.4104511
PC28 <= 3.778366
PC32 > -2.044558
PC43 > -0.6974066
PC44 <= 0.7221023
PC77 <= 0.249985
PC83 > -0.8894866
PC93 <= 1.314783
-> class 0\|2 [0.977]
Rule 9/59: (44.3, lift 10.2)
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -1.179344
PC22 <= -0.0201489
PC43 <= -0.6108432
PC61 > -0.5470847
PC75 > -0.08548965
PC93 <= 0.2814403
-> class 0\|2 [0.976]
Rule 9/60: (73.5/1, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.179344
PC28 <= 0.4418741
PC49 > 0.9721346
PC52 > -1.910764
PC60 > -1.15684
PC61 > -0.6514298
-> class 0\|2 [0.974]
Rule 9/61: (29, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.787059
PC18 > -2.745644
PC38 > -0.3432794
PC52 > -1.910764
PC61 > -0.5470847
PC66 <= 3.829112
PC72 > -0.2335936
PC91 <= -1.349176
PC93 <= 0.2814403
-> class 0\|2 [0.968]
Rule 9/62: (25.4, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.05072255
PC18 <= -2.745644
PC31 <= 0.1258671
PC52 > -1.910764
PC75 <= -0.5441555
PC91 <= 3.542653
-> class 0\|2 [0.964]
Rule 9/63: (78.8/2, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.05072255
PC31 <= 0.1258671
PC32 > -1.784234
PC32 <= -1.307277
PC75 > -0.5441555
-> class 0\|2 [0.963]
Rule 9/64: (138.6/4.7, lift 10.0)
PC4 <= -5.53159
PC18 > -2.305537
PC18 <= -1.179344
PC32 > -1.784234
PC32 <= 0.9011151
PC49 <= 0.9721346
PC52 > -1.910764
PC66 <= 1.685282
PC93 > -1.124399
-> class 0\|2 [0.959]
Rule 9/65: (21.4, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC52 > -1.910764
PC56 <= -6.408858
PC64 > -3.031896
PC66 <= 3.829112
PC78 <= 1.749331
-> class 0\|2 [0.957]
Rule 9/66: (22.6/0.2, lift 10.0)
PC3 <= 1.640775
PC18 <= -0.6070462
PC78 <= 1.749331
PC82 <= -4.371265
-> class 0\|2 [0.952]
Rule 9/67: (19, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -0.6070462
PC43 > -0.6108432
PC48 > 0.4269449
PC49 <= 0.9721346
PC52 > -1.910764
PC58 <= 3.36492
PC78 > -0.08703781
PC93 <= 0.2814403
-> class 0\|2 [0.952]
Rule 9/68: (40.4/1.1, lift 10.0)
PC4 > -5.53159
PC18 > -2.745644
PC18 <= -1.179344
PC52 > -1.910764
PC79 > 1.264312
PC93 <= 0.2814403
-> class 0\|2 [0.951]
Rule 9/69: (98.3/4.1, lift 9.9)
PC3 <= 1.640775
PC13 > 0.9729065
PC18 > -2.745644
PC18 <= -1.179344
PC20 > -2.360649
PC30 <= -0.8006646
PC32 <= 0.9011151
PC49 <= 0.9721346
PC91 <= 3.542653
PC93 <= 0.2814403
-> class 0\|2 [0.949]
Rule 9/70: (119.9/5.3, lift 9.9)
PC3 <= 1.640775
PC15 > 0.787059
PC18 <= -1.179344
PC64 > -3.031896
PC78 <= 1.749331
PC86 <= 0.08407711
-> class 0\|2 [0.948]
Rule 9/71: (105.9/5, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.53159
PC15 <= 0.787059
PC18 > -2.745644
PC18 <= -0.6070462
PC38 > -0.3432794
PC60 > -1.15684
PC72 <= -0.2335936
PC79 <= 1.264312
PC91 <= 3.542653
PC93 <= 0.2814403
-> class 0\|2 [0.945]
Rule 9/72: (32.5/1, lift 9.9)
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -1.179344
PC28 <= -1.472077
PC38 > -0.3432794
PC49 <= 0.9721346
PC93 <= 0.2814403
-> class 0\|2 [0.941]
Rule 9/73: (14.2, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -1.179344
PC28 > -1.472077
PC32 <= 0.9011151
PC38 > -0.3432794
PC43 > -0.6108432
PC79 <= 1.264312
PC82 <= -0.9587206
PC91 <= 3.542653
PC93 <= 0.2814403
-> class 0\|2 [0.933]
Rule 9/74: (48.9/2.5, lift 9.7)
PC2 > 2.5099
PC13 <= 0.9729065
PC18 > -2.745644
PC18 <= -1.179344
PC38 > -0.3432794
PC43 > -0.6108432
PC49 > 0.6589605
PC52 > -1.910764
PC93 <= 0.2814403
-> class 0\|2 [0.931]
Rule 9/75: (23/0.8, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.05072255
PC18 <= -2.745644
PC57 > 0.6278813
PC78 <= 1.749331
-> class 0\|2 [0.928]
Rule 9/76: (63/4.7, lift 9.6)
PC2 > 2.5099
PC4 > -7.746524
PC18 > -2.745644
PC18 <= -1.179344
PC32 > 0.9011151
PC49 <= 0.9721346
PC52 > -1.910764
PC61 > -0.5470847
PC64 > -3.031896
PC66 <= 3.829112
PC78 <= 1.749331
-> class 0\|2 [0.913]
Rule 9/77: (31.8/2.1, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC74 > 4.213144
PC78 <= 1.749331
-> class 0\|2 [0.908]
Rule 9/78: (7.9, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.4296522
PC93 > 0.2814403
-> class 0\|2 [0.899]
Rule 9/79: (5.9, lift 9.1)
PC2 > 2.5099
PC2 <= 3.280948
PC18 <= -2.745644
PC31 <= 0.1258671
-> class 0\|2 [0.873]
Rule 9/80: (51.1/5.8, lift 9.1)
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -1.179344
PC43 > -0.6108432
PC45 > 1.161188
PC49 <= 0.9721346
PC78 > -0.08703781
PC78 <= 1.749331
PC93 <= 0.2814403
-> class 0\|2 [0.871]
Rule 9/81: (24.2/2.8, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.745644
PC18 <= -1.179344
PC32 <= 0.9011151
PC38 > -0.3432794
PC52 > -1.910764
PC78 > -0.08703781
PC93 <= 0.2814403
PC99 <= -0.5947444
-> class 0\|2 [0.853]
Rule 9/82: (50.9/7.9, lift 8.7)
PC3 <= 1.640775
PC18 <= -0.6070462
PC19 <= 0.4963779
PC31 <= -0.01619392
PC57 <= 0.2684259
PC78 > 1.749331
-> class 0\|2 [0.831]
Rule 9/83: (88.1/14.4, lift 8.7)
PC2 > 2.5099
PC8 > 0.04292451
PC18 <= -2.745644
PC31 <= 0.1258671
PC60 > -1.15684
PC78 <= 1.749331
-> class 0\|2 [0.829]
Rule 9/84: (124.3/23.1, lift 8.5)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.05072255
PC31 <= 0.1258671
PC32 > -1.784234
PC52 > -1.910764
PC57 <= 0.6278813
PC75 > -0.5441555
PC78 <= 1.749331
PC82 > -4.371265
PC98 > 0.6952597
-> class 0\|2 [0.809]
Rule 9/85: (6562.4/4658.1, lift 3.0)
PC2 > 2.5099
PC3 <= 1.640775
-> class 0\|2 [0.290]
Rule 9/86: (127.4, lift 10.9)
PC13 > 0.9729065
PC15 <= 0.787059
PC18 <= -1.179344
PC20 <= -2.360649
PC32 > -1.784234
PC32 <= 0.9011151
PC43 > -0.6108432
PC49 <= 0.9721346
PC61 > -0.5470847
PC78 <= 1.749331
-> class 0\|3 [0.992]
Rule 9/87: (39.7, lift 10.7)
PC14 > -1.775794
PC18 > -0.6070462
PC40 <= -1.712465
PC42 > 2.839821
PC98 <= -1.222279
-> class 0\|3 [0.976]
Rule 9/88: (212.7/4.6, lift 10.7)
PC4 > -5.53159
PC13 <= 0.9729065
PC15 <= 0.787059
PC18 > -2.745644
PC18 <= -1.179344
PC32 <= 0.9011151
PC43 > -0.6108432
PC49 <= 0.6589605
PC72 > -0.2335936
PC75 > -0.08548965
PC78 <= -0.08703781
PC79 <= 1.264312
PC82 > -0.9587206
-> class 0\|3 [0.974]
Rule 9/89: (30.6, lift 10.6)
PC13 > 5.532305
PC18 <= 2.498906
PC36 > 1.476349
PC42 <= 2.839821
-> class 0\|3 [0.969]
Rule 9/90: (42.3/1, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.6070462
PC84 <= -2.63774
-> class 0\|3 [0.954]
Rule 9/91: (21.1, lift 10.4)
PC3 <= 1.640775
PC18 > -1.179344
PC18 <= -0.6070462
PC26 <= -0.4104511
PC43 > -0.6974066
PC44 <= 0.7221023
PC83 > -0.8894866
-> class 0\|3 [0.953]
Rule 9/92: (46.9/1.6, lift 10.4)
PC13 > 5.532305
PC18 <= 2.498906
PC31 > 0.2311903
-> class 0\|3 [0.946]
Rule 9/93: (43.9/4, lift 9.8)
PC13 > 5.532305
PC18 <= 2.498906
PC35 > -0.6608484
PC57 <= 1.012731
PC69 > -0.4289932
-> class 0\|3 [0.891]
Rule 9/94: (6.8, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5644688
PC16 > 0.5664172
PC18 > -0.6070462
PC59 <= -1.35427
-> class 0\|3 [0.887]
Rule 9/95: (93.3/10.2, lift 9.7)
PC13 > 5.532305
PC18 <= 2.498906
PC42 <= 2.839821
PC57 > 1.012731
-> class 0\|3 [0.882]
Rule 9/96: (27.6/2.6, lift 9.6)
PC13 > 5.532305
PC18 <= 2.498906
PC69 <= -0.4289932
PC71 <= -0.6214744
PC84 > -2.63774
-> class 0\|3 [0.877]
Rule 9/97: (43.1/5.8, lift 9.3)
PC2 > 2.5099
PC14 <= -1.775794
PC18 > -0.6070462
PC38 > 1.380526
-> class 0\|3 [0.850]
Rule 9/98: (3011.2/1403.2, lift 5.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.6070462
-> class 0\|3 [0.534]
Rule 9/99: (206.5, lift 15.5)
PC1 > -0.430681
PC14 <= -1.848327
PC94 <= -0.105487
-> class 1\|0 [0.995]
Rule 9/100: (119.2, lift 15.4)
PC1 > -0.430681
PC6 <= -3.169151
PC7 > 0.1284205
PC11 <= -0.8052899
PC68 <= 1.082112
-> class 1\|0 [0.992]
Rule 9/101: (145.8/0.8, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -1.941889
PC77 > 0.3109092
PC94 > -0.1598623
-> class 1\|0 [0.988]
Rule 9/102: (81.3, lift 15.4)
PC1 > -0.1814509
PC1 <= 0.3860425
PC3 > 0.3946835
PC10 <= -0.1517843
PC16 <= 0.3594292
PC21 > 0.4376473
-> class 1\|0 [0.988]
Rule 9/103: (128.8/1.9, lift 15.2)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.627075
PC12 <= -0.5833734
PC18 > -0.3420746
PC22 > 0.1221173
PC77 <= 0.7041603
PC92 <= 0.4989451
PC94 <= 0.03857326
-> class 1\|0 [0.978]
Rule 9/104: (537.3/15.3, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC6 <= 5.1094
PC7 <= 7.681071
PC10 <= 0.6697507
PC13 <= 0.2095596
PC16 <= -1.941889
PC44 > -1.455863
PC91 > -0.5243187
-> class 1\|0 [0.970]
Rule 9/105: (95.3/2.2, lift 15.1)
PC2 > 2.673694
PC8 > -3.627075
PC9 > -0.7472885
PC16 <= -0.9381145
PC18 > -0.3420746
PC18 <= 0.7362046
PC19 <= 0.3643757
PC27 <= 0.6383951
PC43 > -0.9742163
PC88 > -0.3526908
PC88 <= -0.2154914
PC92 <= 0.4989451
-> class 1\|0 [0.967]
Rule 9/106: (109.3/3.4, lift 14.9)
PC2 > 2.673694
PC3 > 1.640775
PC9 > -0.7472885
PC18 > -0.3420746
PC19 <= 0.3643757
PC22 > 0.1221173
PC43 > -0.9742163
PC50 > 0.1592645
PC75 <= 0.1696828
PC88 > -0.3526908
PC92 <= 0.4989451
PC94 <= 0.03857326
-> class 1\|0 [0.960]
Rule 9/107: (286.9/11, lift 14.9)
PC2 <= 2.5099
PC10 <= 0.6697507
PC14 <= -1.624508
PC16 <= -1.941889
PC34 > 0.3663474
-> class 1\|0 [0.959]
Rule 9/108: (16.2, lift 14.7)
PC1 > -0.430681
PC10 > 0.6697507
PC16 <= -1.941889
PC44 > -1.455863
PC94 > -0.1598623
PC95 <= -0.5842544
-> class 1\|0 [0.945]
Rule 9/109: (8.4, lift 14.1)
PC1 > 0.3860425
PC2 <= 2.5099
PC8 > -3.591267
PC16 <= 0.3594292
PC24 > 2.664821
-> class 1\|0 [0.904]
Rule 9/110: (26.7/9.1, lift 10.1)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.591267
PC16 > -1.941889
PC16 <= 0.3594292
PC35 <= 0.78619
PC48 > 0.6548464
-> class 1\|0 [0.648]
Rule 9/111: (143.8, lift 19.1)
PC1 > -0.1814509
PC1 <= 0.3860425
PC3 > 0.3946835
PC10 > -0.1517843
PC16 > -1.941889
PC16 <= 0.3594292
-> class 1\|1 [0.993]
Rule 9/112: (105, lift 19.1)
PC5 > 12.1829
PC16 <= -1.941889
PC44 > -1.455863
PC95 > -0.06860722
-> class 1\|1 [0.991]
Rule 9/113: (77.9, lift 19.0)
PC1 > -0.430681
PC1 <= 0.3860425
PC2 <= 2.5099
PC3 > 0.3946835
PC16 > -1.941889
PC16 <= 0.3594292
PC21 <= 0.4376473
-> class 1\|1 [0.987]
Rule 9/114: (44.3/0.2, lift 18.8)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.169151
PC7 <= 0.1284205
PC16 > -1.941889
PC23 <= 1.996138
PC82 <= 0.3274489
-> class 1\|1 [0.974]
Rule 9/115: (35.4, lift 18.7)
PC1 > -0.3347962
PC5 <= 12.1829
PC6 > 5.1094
PC10 <= 0.6697507
PC14 > -1.624508
PC16 <= -1.941889
-> class 1\|1 [0.973]
Rule 9/116: (42.4/0.2, lift 18.7)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.169151
PC11 > -0.8052899
PC16 > -1.941889
PC23 <= 1.996138
PC53 > -1.884559
PC82 <= 0.3274489
-> class 1\|1 [0.973]
Rule 9/117: (182.5/4.2, lift 18.7)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > 0.6697507
PC16 <= -1.941889
PC28 <= 0.2453049
PC44 > -1.455863
PC77 <= 0.3109092
PC94 > -0.1598623
PC95 > -0.5842544
PC99 <= 1.451252
-> class 1\|1 [0.972]
Rule 9/118: (31.5, lift 18.7)
PC1 > -0.430681
PC6 <= 5.1094
PC16 <= -1.941889
PC28 <= 0.2453049
PC91 <= -0.5243187
-> class 1\|1 [0.970]
Rule 9/119: (26.4, lift 18.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC14 > -1.848327
PC19 > -1.342918
PC86 > 0.6530707
-> class 1\|1 [0.965]
Rule 9/120: (26.7, lift 18.5)
PC1 > -0.1814509
PC3 <= 0.3946835
PC6 > -3.169151
PC9 > 0.1879727
PC14 > -1.848327
PC16 > -1.941889
PC19 > -1.342918
-> class 1\|1 [0.962]
Rule 9/121: (22.2, lift 18.5)
PC1 > -0.3347962
PC5 <= 12.1829
PC6 > 5.1094
PC10 <= 0.6697507
PC16 <= -1.941889
PC34 <= 0.3663474
-> class 1\|1 [0.959]
Rule 9/122: (19.1, lift 18.3)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.169151
PC23 <= 1.996138
PC53 > -1.884559
PC68 > 1.082112
-> class 1\|1 [0.952]
Rule 9/123: (73.9/3.4, lift 18.2)
PC1 > 0.3860425
PC1 <= 13.61654
PC2 <= 2.5099
PC9 > -1.497579
PC16 > -1.941889
PC16 <= 0.3594292
PC19 > -1.677214
PC19 <= 2.10779
PC37 > -0.6409275
PC66 <= 0.1482805
-> class 1\|1 [0.943]
Rule 9/124: (8, lift 17.3)
PC2 <= 2.5099
PC7 > 7.681071
-> class 1\|1 [0.900]
Rule 9/125: (5.2, lift 16.6)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.02357382
PC81 > 0.4422784
-> class 1\|1 [0.861]
Rule 9/126: (19.1/4.4, lift 14.3)
PC1 > -0.1814509
PC14 <= -1.848327
PC16 > -1.941889
PC35 <= 0.78619
PC94 > -0.105487
-> class 1\|1 [0.743]
Rule 9/127: (1221.3/813, lift 6.4)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.335]
Rule 9/128: (121.1, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.3946835
PC14 > -1.848327
PC16 > -1.941889
PC89 <= -0.1670063
PC100 > 0.1844041
-> class 1\|2 [0.992]
Rule 9/129: (107, lift 15.1)
PC1 > -0.430681
PC3 > 0.3946835
PC3 <= 1.106602
PC16 > 0.3594292
PC100 > 0.1844041
-> class 1\|2 [0.991]
Rule 9/130: (93.4, lift 15.1)
PC3 > 0.3946835
PC9 > -1.497579
PC16 > -1.941889
PC16 <= 0.3594292
PC19 <= -1.677214
-> class 1\|2 [0.990]
Rule 9/131: (85.1, lift 15.1)
PC3 > 0.3946835
PC6 > -3.169151
PC16 > 0.3594292
PC18 <= -0.08672471
PC60 > -1.042585
PC68 > 0.6046719
PC74 > -0.3647397
PC89 <= 0.6557855
-> class 1\|2 [0.989]
Rule 9/132: (77.5, lift 15.1)
PC2 <= 2.5099
PC3 > 0.3946835
PC9 > -1.497579
PC16 <= 0.3594292
PC35 <= 0.78619
PC37 <= -0.6409275
PC66 <= 0.1482805
-> class 1\|2 [0.987]
Rule 9/133: (77.1, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.3946835
PC14 > -1.848327
PC16 > 0.3594292
PC40 > 0.4248171
PC100 > 0.1844041
-> class 1\|2 [0.987]
Rule 9/134: (64.7, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -3.169151
PC13 <= -0.384605
PC14 > -1.848327
PC16 > 0.3594292
PC50 > -0.4096445
-> class 1\|2 [0.985]
Rule 9/135: (50.9, lift 15.0)
PC1 > -0.430681
PC6 > -3.169151
PC8 > -3.591267
PC14 > -1.848327
PC16 > -1.941889
PC19 > 2.10779
PC66 <= 0.1482805
-> class 1\|2 [0.981]
Rule 9/136: (47.4, lift 14.9)
PC1 > 13.61654
PC3 > 0.3946835
PC9 > -1.497579
PC14 > -1.848327
PC16 > -1.941889
-> class 1\|2 [0.978]
Rule 9/137: (40.8, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC64 <= -1.090641
-> class 1\|2 [0.977]
Rule 9/138: (161.6/3, lift 14.9)
PC1 > -0.1814509
PC3 <= 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC16 > -1.941889
PC18 <= 0.1642319
PC19 <= -1.342918
PC35 <= 0.78619
PC82 > -0.1607774
PC95 <= 0.575142
-> class 1\|2 [0.976]
Rule 9/139: (39.8, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC60 <= -0.9522031
-> class 1\|2 [0.976]
Rule 9/140: (38.4, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC14 > -1.848327
PC16 > -1.941889
PC29 > 0.3908312
PC100 > 0.1844041
-> class 1\|2 [0.975]
Rule 9/141: (36.6, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -3.169151
PC8 > -3.591267
PC14 > -1.848327
PC20 <= -0.01728086
PC53 > 1.072948
PC100 > 0.1844041
-> class 1\|2 [0.974]
Rule 9/142: (196.1/4.4, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC48 <= 0.2171234
PC61 > -0.7474916
-> class 1\|2 [0.973]
Rule 9/143: (169.8/7.4, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.5289698
PC16 > 0.5655206
PC38 <= 0.2102903
PC46 <= 0.1508701
-> class 1\|2 [0.951]
Rule 9/144: (17.3, lift 14.5)
PC2 <= -2.539608
PC3 > 0.3946835
PC35 <= 0.78619
PC66 > 0.1482805
-> class 1\|2 [0.948]
Rule 9/145: (29.8/0.9, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -3.169151
PC8 > -3.591267
PC13 > -0.384605
PC16 > -1.941889
PC18 <= -0.08672471
PC60 > -1.042585
PC74 <= -0.3647397
PC81 <= 1.431748
PC100 <= 0.1844041
-> class 1\|2 [0.940]
Rule 9/146: (297.4/16.9, lift 14.4)
PC1 > -0.430681
PC5 > 3.340188
PC14 > -1.848327
PC16 > 0.3594292
PC18 <= 0.1174222
-> class 1\|2 [0.940]
Rule 9/147: (13.2, lift 14.3)
PC1 > -0.430681
PC2 <= 2.5099
PC22 > 4.506784
PC60 > -1.042585
PC100 <= 0.1844041
-> class 1\|2 [0.934]
Rule 9/148: (36.8/1.9, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 3.340188
PC6 > -3.169151
PC16 > 0.3594292
PC20 > -0.01728086
PC100 > 0.1844041
-> class 1\|2 [0.926]
Rule 9/149: (8.8, lift 13.9)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.591267
PC16 > -1.941889
PC18 > -0.08896717
PC18 <= -0.08672471
PC74 > -0.3647397
-> class 1\|2 [0.908]
Rule 9/150: (6.7, lift 13.5)
PC1 > 0.3860425
PC2 <= 2.5099
PC3 > 4.937607
PC14 > -1.848327
PC16 > -1.941889
PC16 <= 0.3594292
PC24 <= 2.664821
PC66 > 0.1482805
-> class 1\|2 [0.885]
Rule 9/151: (18.8/1.6, lift 13.4)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 3.340188
PC6 > -3.169151
PC8 > -3.591267
PC16 > -1.941889
PC89 > 0.6557855
PC100 <= 0.1844041
-> class 1\|2 [0.877]
Rule 9/152: (6.1, lift 13.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC63 <= -1.579399
-> class 1\|2 [0.876]
Rule 9/153: (5.1, lift 13.1)
PC5 > 12.1829
PC16 <= -1.941889
PC95 <= -0.06860722
-> class 1\|2 [0.860]
Rule 9/154: (127.4/17.5, lift 13.1)
PC2 <= 2.5099
PC3 > 0.3946835
PC14 > -1.848327
PC16 > 0.3594292
PC49 > 0.6831285
PC100 > 0.1844041
-> class 1\|2 [0.857]
Rule 9/155: (221.4/33.7, lift 12.9)
PC1 > -0.1814509
PC6 > -3.169151
PC14 > -1.848327
PC16 > -1.941889
PC60 > 1.80998
-> class 1\|2 [0.845]
Rule 9/156: (45.8/7.5, lift 12.6)
PC1 > -0.430681
PC8 <= -3.591267
PC19 <= -1.607163
-> class 1\|2 [0.823]
Rule 9/157: (16/2.5, lift 12.3)
PC2 <= 2.5099
PC16 <= -1.941889
PC44 <= -1.455863
-> class 1\|2 [0.806]
Rule 9/158: (15.6/2.9, lift 11.9)
PC2 <= 2.5099
PC16 <= -1.941889
PC28 > 0.2453049
-> class 1\|2 [0.780]
Rule 9/159: (40.4/9.4, lift 11.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC83 <= -0.4227733
-> class 1\|2 [0.754]
Rule 9/160: (32.6/10.9, lift 10.0)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.591267
PC16 > -1.941889
PC35 > 0.78619
PC44 <= 0.9945
-> class 1\|2 [0.656]
Rule 9/161: (187.3/1.2, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC38 > 0.2102903
PC48 > 0.2171234
PC60 > -0.9522031
-> class 1\|3 [0.988]
Rule 9/162: (176.3/15.6, lift 12.9)
PC3 > 1.106602
PC5 <= 3.340188
PC6 > -3.169151
PC13 > -0.384605
PC16 > 0.3594292
PC20 <= -0.01728086
PC29 <= 0.3908312
PC40 <= 0.4248171
PC49 <= 0.6831285
PC53 <= 1.072948
PC89 > -0.1670063
PC100 > 0.1844041
-> class 1\|3 [0.907]
Rule 9/163: (170.1/16, lift 12.8)
PC1 > -0.1814509
PC3 > 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC16 > 0.3594292
PC18 > 0.1174222
-> class 1\|3 [0.901]
Rule 9/164: (33.7/6.1, lift 11.4)
PC1 > -0.430681
PC3 <= 0.3946835
PC18 <= 0.1642319
PC19 <= -1.342918
PC35 <= 0.78619
PC82 <= -0.1607774
-> class 1\|3 [0.801]
Rule 9/165: (4720.2/3517.4, lift 3.6)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.255]
Rule 9/166: (99, lift 14.9)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 0.1411573
PC7 > 0.1959509
PC8 > 0.02357382
PC19 <= -0.1529577
-> class 2\|0 [0.990]
Rule 9/167: (59, lift 14.8)
PC1 > -0.430681
PC8 > -3.591267
PC16 > -1.941889
PC35 > 0.78619
PC44 > 0.9945
PC71 > -0.7803868
-> class 2\|0 [0.984]
Rule 9/168: (61.2, lift 14.8)
PC8 > 2.29004
PC11 > -0.9337804
PC21 > 1.157921
PC60 > -0.4655866
PC61 > -1.181812
PC65 > -1.053551
PC70 > 0.04911138
PC97 <= 0.3310453
-> class 2\|0 [0.983]
Rule 9/169: (587.7/18.9, lift 14.6)
PC2 <= 2.5099
PC8 > 2.29004
PC11 > -0.9337804
PC12 > -1.738485
PC20 > -0.4744917
PC20 <= 0.09120373
PC39 <= 0.8667881
PC42 > -0.3808974
PC59 <= 0.2636111
PC60 > -0.4655866
PC70 <= 0.04911138
PC74 > -0.5899407
-> class 2\|0 [0.966]
Rule 9/170: (59.2/1.2, lift 14.5)
PC8 > 0.02357382
PC8 <= 2.29004
PC10 <= 0.1524317
PC12 > 1.722267
PC19 <= -0.7097048
PC37 > -0.4811098
PC39 > -0.4145089
PC94 <= 0.2778198
-> class 2\|0 [0.964]
Rule 9/171: (52.4/1.2, lift 14.5)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.02357382
PC69 > 0.01766207
-> class 2\|0 [0.959]
Rule 9/172: (21.1, lift 14.4)
PC8 > 2.29004
PC12 > 2.433656
PC20 > -0.4744917
PC21 > -0.2515769
PC42 <= -0.3808974
-> class 2\|0 [0.953]
Rule 9/173: (276.5/12.6, lift 14.4)
PC7 > 1.456484
PC8 > 2.29004
PC11 > -0.9337804
PC12 > -1.738485
PC20 > -0.4744917
PC21 > -0.2515769
PC60 > -0.4655866
PC65 > -1.053551
-> class 2\|0 [0.951]
Rule 9/174: (335.6/21.5, lift 14.1)
PC2 <= 2.5099
PC8 > 2.29004
PC11 > -0.9337804
PC18 > -0.2114727
PC18 <= 0.06546122
PC20 > -0.4744917
PC20 <= 0.09120373
PC39 <= 0.8667881
PC42 > -0.3808974
PC59 > -0.684129
PC59 <= 0.2636111
PC60 > -0.4655866
PC72 <= 0.6509421
-> class 2\|0 [0.933]
Rule 9/175: (140/9.7, lift 14.0)
PC1 <= -0.430681
PC8 > 2.29004
PC11 > -0.9337804
PC20 > -0.4744917
PC21 > -0.2515769
PC60 > -0.4655866
PC63 <= -0.2196726
-> class 2\|0 [0.925]
Rule 9/176: (45.3/3.2, lift 13.8)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.169151
PC14 > -1.848327
PC53 <= -1.884559
PC82 <= 0.3274489
-> class 2\|0 [0.912]
Rule 9/177: (40.1/2.9, lift 13.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC13 <= 0.06795641
PC32 > 0.9619102
-> class 2\|0 [0.908]
Rule 9/178: (79.3/6.5, lift 13.7)
PC8 > 2.29004
PC11 > -0.9337804
PC21 > -0.2515769
PC60 > -0.4655866
PC62 <= -1.361028
-> class 2\|0 [0.908]
Rule 9/179: (77.3/7.2, lift 13.5)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.02357382
PC32 > 0.9619102
PC58 <= -0.2940955
PC88 <= 0.7771873
-> class 2\|0 [0.897]
Rule 9/180: (160.2/16.5, lift 13.5)
PC1 <= -0.430681
PC8 > 2.29004
PC11 > -0.9337804
PC12 > -1.738485
PC21 > -0.2515769
PC45 <= -0.2089768
PC65 > -1.053551
-> class 2\|0 [0.892]
Rule 9/181: (9.4/0.3, lift 13.4)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > -3.591267
PC15 <= -0.7526743
PC16 > -1.941889
PC67 > 0.02869307
-> class 2\|0 [0.888]
Rule 9/182: (27.4/2.3, lift 13.4)
PC3 <= 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC14 > -1.848327
PC18 > 0.1642319
PC19 <= -1.342918
-> class 2\|0 [0.886]
Rule 9/183: (7.2, lift 13.3)
PC1 <= -0.430681
PC8 > 2.29004
PC12 > -1.738485
PC21 > -0.2515769
PC60 <= -0.4655866
PC95 > 0.3264606
-> class 2\|0 [0.881]
Rule 9/184: (139.9, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC28 <= -0.1979612
-> class 2\|1 [0.993]
Rule 9/185: (110.2/0.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC12 <= 1.722267
PC29 > 0.2722214
PC96 > -0.5880364
-> class 2\|1 [0.989]
Rule 9/186: (273.3/2, lift 10.0)
PC1 <= -0.430681
PC8 > 2.29004
PC12 <= -1.738485
-> class 2\|1 [0.989]
Rule 9/187: (51.6, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC23 <= 1.564079
PC60 > -0.4655866
PC70 > 0.04911138
PC97 > 0.3310453
-> class 2\|1 [0.980]
Rule 9/188: (40.6, lift 9.9)
PC1 <= -0.430681
PC8 > 2.29004
PC70 <= 0.04911138
PC74 <= -0.5899407
-> class 2\|1 [0.974]
Rule 9/189: (36.7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC34 > 1.066212
PC47 <= -0.8744069
-> class 2\|1 [0.974]
Rule 9/190: (31.4, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC80 > 1.256113
PC96 <= -0.7712488
-> class 2\|1 [0.967]
Rule 9/191: (31/0.2, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC45 > 0.2825942
PC61 <= 1.034484
PC87 <= -0.8287594
-> class 2\|1 [0.964]
Rule 9/192: (23.9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC45 <= 0.2825942
PC46 > 0.7840141
PC47 > -0.8744069
PC50 <= -0.5849071
PC63 <= 0.1486803
-> class 2\|1 [0.958]
Rule 9/193: (45.1/1.2, lift 9.7)
PC1 <= -0.430681
PC8 > 2.29004
PC18 > 0.06546122
PC21 <= 1.157921
PC70 > 0.04911138
-> class 2\|1 [0.954]
Rule 9/194: (15.2, lift 9.5)
PC1 > -0.430681
PC16 > -1.941889
PC35 > 0.78619
PC44 > 0.9945
PC71 <= -0.7803868
-> class 2\|1 [0.942]
Rule 9/195: (14.7, lift 9.5)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.169151
PC8 > -3.591267
PC35 <= 0.78619
PC82 > 0.3274489
-> class 2\|1 [0.940]
Rule 9/196: (9.4, lift 9.2)
PC1 > -0.430681
PC1 <= -0.3347962
PC2 <= 2.5099
PC16 <= -1.941889
-> class 2\|1 [0.912]
Rule 9/197: (41.4/3, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC100 > 3.830744
-> class 2\|1 [0.908]
Rule 9/198: (4.5, lift 8.6)
PC2 <= 2.5099
PC8 <= 0.02357382
PC45 > 0.2825942
PC45 <= 0.284075
-> class 2\|1 [0.845]
Rule 9/199: (33.1/5.3, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC15 > 4.321576
-> class 2\|1 [0.821]
Rule 9/200: (61.6/12, lift 8.1)
PC1 <= -2.780294
PC8 > 0.02357382
PC8 <= 2.29004
PC56 > -0.3465867
PC77 <= 0.1170096
PC80 <= -0.08269584
-> class 2\|1 [0.796]
Rule 9/201: (38.6/11.6, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC29 <= -0.2439684
-> class 2\|1 [0.689]
Rule 9/202: (37.6/12.6, lift 6.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC47 > -0.8744069
-> class 2\|1 [0.656]
Rule 9/203: (43.8/17.1, lift 6.1)
PC1 > -0.1814509
PC3 <= 0.3946835
PC8 > 0.03116684
PC9 <= 0.1879727
PC19 > -1.342918
PC35 <= 0.78619
-> class 2\|1 [0.605]
Rule 9/204: (27/11.8, lift 5.7)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC9 > -1.841855
PC15 > -0.7526743
PC16 > -1.941889
PC20 <= 1.429649
PC66 <= 0.5428161
PC83 <= 0.2331265
-> class 2\|1 [0.559]
Rule 9/205: (3238/1586.7, lift 5.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
-> class 2\|1 [0.510]
Rule 9/206: (225.1, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC28 > -0.1979612
PC58 > 0.2519042
PC66 <= 0.4444719
PC100 <= 3.830744
-> class 2\|2 [0.995]
Rule 9/207: (286.7/1, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC26 > -2.258385
PC28 > -0.1979612
PC29 > -0.2439684
PC45 <= 0.2825942
PC47 > -0.8744069
PC63 > 0.1486803
PC96 > -0.7712488
-> class 2\|2 [0.993]
Rule 9/208: (75.3, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC28 > 0.05317707
PC29 > -0.2439684
PC46 <= 0.7840141
PC47 > -0.8744069
PC77 > -0.4775279
PC96 > -0.7712488
-> class 2\|2 [0.987]
Rule 9/209: (120.8/0.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC28 > -0.1979612
PC44 > -0.808265
PC45 <= 0.2825942
PC57 <= -0.0803154
PC64 > -0.3144777
PC67 <= 0.5072189
-> class 2\|2 [0.986]
Rule 9/210: (86.3/0.3, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC26 > -2.258385
PC45 <= 0.2825942
PC47 > -0.8744069
PC77 <= -0.4775279
PC96 > -0.7712488
-> class 2\|2 [0.986]
Rule 9/211: (66.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC26 > -2.258385
PC28 > -0.1979612
PC29 > -0.2439684
PC46 <= 0.7840141
PC48 > 0.6496715
PC96 > -0.7712488
PC100 <= 3.830744
-> class 2\|2 [0.985]
Rule 9/212: (222.4/2.5, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 2.29004
PC10 > 0.142055
PC12 <= 1.722267
PC27 > -0.6246462
PC29 <= 0.2722214
PC32 <= 0.9619102
PC41 <= 1.739545
PC45 <= 0.2991882
PC48 > -0.5397028
PC56 > -0.3465867
PC77 <= 0.1170096
PC80 > -0.08269584
PC81 > 0.001050612
-> class 2\|2 [0.984]
Rule 9/213: (66.5/0.3, lift 10.6)
PC1 > -2.412113
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= 0.02357382
PC19 > -3.140827
PC43 <= -0.4935798
PC68 <= -0.3918532
PC90 <= 0.3040766
-> class 2\|2 [0.981]
Rule 9/214: (204.3/2.8, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC19 > -3.731768
PC26 > -2.258385
PC29 > -0.2439684
PC45 <= 0.2825942
PC46 > 0.7840141
PC47 > -0.8744069
PC50 > -0.5849071
-> class 2\|2 [0.981]
Rule 9/215: (47.9, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC26 > -2.258385
PC54 > 1.308325
PC96 > -0.7712488
-> class 2\|2 [0.980]
Rule 9/216: (41.1/0.2, lift 10.5)
PC1 <= -2.412113
PC8 > -3.393956
PC8 <= -1.615908
PC19 > -3.140827
PC28 > -0.2747726
PC43 <= -0.4935798
PC50 > 0.06733477
-> class 2\|2 [0.973]
Rule 9/217: (129.6/2.6, lift 10.5)
PC1 <= -2.412113
PC8 > -3.393956
PC8 <= -1.615908
PC19 > -3.140827
PC28 > -0.2747726
PC37 > -0.8004532
PC43 <= -0.4935798
PC80 > -0.3110734
-> class 2\|2 [0.973]
Rule 9/218: (31.9, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > 1.051963
PC8 <= 0.02357382
PC15 <= 4.321576
-> class 2\|2 [0.970]
Rule 9/219: (32.3, lift 10.5)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= 0.02357382
PC43 <= -0.4935798
PC47 > -0.779565
PC68 > -0.3918532
PC89 <= -0.866735
-> class 2\|2 [0.968]
Rule 9/220: (56.4/1.2, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC45 <= 0.2825942
PC80 <= 1.256113
PC96 <= -0.7712488
-> class 2\|2 [0.963]
Rule 9/221: (23.4, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC6 > 1.597621
PC8 > 0.02357382
PC8 <= 1.164459
PC10 <= 0.142055
-> class 2\|2 [0.961]
Rule 9/222: (23.9, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC23 <= -1.045798
PC28 > -0.1979612
PC28 <= 0.05317707
PC54 <= 1.308325
-> class 2\|2 [0.961]
Rule 9/223: (131.7/4.5, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.453513
PC8 > -1.615908
PC8 <= 0.02357382
PC19 > -3.731768
PC23 > -1.045798
PC26 > -2.258385
PC29 > -0.2439684
PC44 <= -0.808265
PC47 > -0.8744069
PC48 <= 0.6496715
PC58 <= 0.2519042
-> class 2\|2 [0.959]
Rule 9/224: (68.2/2.1, lift 10.3)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC28 > -0.2747726
PC43 <= -0.4935798
PC47 > -0.779565
PC90 > 0.3040766
-> class 2\|2 [0.955]
Rule 9/225: (21.6, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC23 > -1.045798
PC45 <= 0.2825942
PC63 <= 0.1486803
PC64 > -0.3144777
PC100 <= -0.7894184
-> class 2\|2 [0.954]
Rule 9/226: (54.7/1.7, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC28 <= 0.1268737
PC35 <= 0.6570984
PC45 > 0.284075
PC47 > -0.8744069
PC61 <= 1.034484
PC87 > -0.8287594
-> class 2\|2 [0.952]
Rule 9/227: (17.8, lift 10.2)
PC2 <= -1.074925
PC8 > 0.02357382
PC8 <= 2.29004
PC12 <= 1.722267
PC85 <= -1.504104
PC96 > -0.5880364
-> class 2\|2 [0.949]
Rule 9/228: (43.7/1.5, lift 10.2)
PC1 <= -0.430681
PC8 > -1.615908
PC8 <= 0.02357382
PC19 > 3.394219
PC26 > -2.258385
PC57 > -0.0803154
PC100 > -0.7894184
-> class 2\|2 [0.944]
Rule 9/229: (195/11.1, lift 10.1)
PC1 > -2.780294
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.02357382
PC8 <= 2.29004
PC10 > 0.142055
PC12 <= 1.722267
PC32 <= 0.9619102
PC41 <= 1.739545
PC48 > -0.5397028
PC56 > -0.3465867
PC77 <= 0.1170096
PC96 > -0.5880364
-> class 2\|2 [0.938]
Rule 9/230: (12.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC12 <= 1.722267
PC24 > 0.9580865
PC32 <= 0.9619102
-> class 2\|2 [0.930]
Rule 9/231: (47.3/2.5, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 1.164459
PC10 <= 0.142055
PC24 <= 0.3564256
PC32 <= 0.9619102
PC41 <= 1.739545
PC63 > 0.2301266
PC77 <= 0.1170096
-> class 2\|2 [0.929]
Rule 9/232: (11.8, lift 10.0)
PC1 <= -0.430681
PC8 > 0.02357382
PC8 <= 2.29004
PC12 <= 1.722267
PC31 <= -1.640161
PC96 > -0.5880364
-> class 2\|2 [0.928]
Rule 9/233: (19.4/0.5, lift 10.0)
PC1 <= -0.430681
PC8 > 0.02357382
PC8 <= 2.29004
PC19 > 0.7069203
PC32 <= 0.9619102
PC56 <= -0.3465867
PC96 > -0.5880364
-> class 2\|2 [0.927]
Rule 9/234: (11.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC12 > 1.722267
PC19 > -0.7097048
PC29 <= 0.04144715
-> class 2\|2 [0.921]
Rule 9/235: (63.1/4.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -1.615908
PC19 > -3.140827
PC28 > -0.2747726
PC47 > -0.779565
PC56 > -0.1797422
PC68 <= -0.8945875
-> class 2\|2 [0.911]
Rule 9/236: (10.2, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC34 <= 1.066212
PC47 <= -0.8744069
PC95 <= -0.2686553
-> class 2\|2 [0.910]
Rule 9/237: (8.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.01416879
PC8 <= 0.02357382
PC47 > -0.8744069
-> class 2\|2 [0.907]
Rule 9/238: (181.2/16.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.29004
PC12 <= 1.722267
PC31 > -1.640161
PC32 <= 0.9619102
PC40 <= -1.163566
PC56 > -0.3465867
PC96 > -0.5880364
-> class 2\|2 [0.906]
Rule 9/239: (9.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 2.29004
PC12 > 1.722267
PC19 > -0.7097048
PC26 <= 4.11563
PC73 > -0.0005048831
-> class 2\|2 [0.903]
Rule 9/240: (9.5/0.2, lift 9.7)
PC1 > -0.430681
PC1 <= -0.1814509
PC8 > -3.591267
PC9 <= -1.841855
-> class 2\|2 [0.897]
Rule 9/241: (66.4/6.2, lift 9.7)
PC8 > -3.393956
PC8 <= -1.615908
PC9 > 8.173388
PC47 > -0.779565
PC68 <= 3.328794
-> class 2\|2 [0.895]
Rule 9/242: (229.6/35.3, lift 9.1)
PC2 <= -1.074925
PC8 > 0.02357382
PC8 <= 2.29004
PC12 <= 1.722267
PC23 > 0.8950061
PC27 > -0.6246462
PC32 <= 0.9619102
PC77 <= 0.1170096
-> class 2\|2 [0.843]
Rule 9/243: (14.7/2, lift 8.8)
PC1 <= -0.430681
PC8 > 2.29004
PC23 > 1.564079
-> class 2\|2 [0.818]
Rule 9/244: (15.8/2.3, lift 8.8)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.02357382
PC8 <= 2.29004
PC12 <= 1.722267
PC32 <= 0.9619102
PC56 <= -0.3465867
PC91 <= -0.08565091
PC96 > -0.5880364
-> class 2\|2 [0.811]
Rule 9/245: (78.5/18.6, lift 8.2)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC19 > -3.140827
PC25 > 0.2356781
PC28 > -0.2747726
PC29 <= 0.2792483
PC43 > -0.4935798
-> class 2\|2 [0.756]
Rule 9/246: (48.2/11.4, lift 8.1)
PC1 > -0.1814509
PC3 <= 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC8 <= 0.03116684
PC16 > -1.941889
PC19 > -1.342918
PC35 <= 0.78619
PC83 <= -0.130059
PC86 <= 0.6530707
-> class 2\|2 [0.754]
Rule 9/247: (97.8/42.4, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC19 > -0.7097048
PC27 <= -0.9365607
-> class 2\|2 [0.565]
Rule 9/248: (208.2, lift 8.3)
PC2 <= 2.5099
PC8 <= -3.393956
PC17 <= 0.1117543
PC19 > -1.491111
PC43 <= 1.673128
PC85 <= 0.4757593
PC99 <= 3.40659
-> class 2\|3 [0.995]
Rule 9/249: (116.7, lift 8.3)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.591267
PC19 > -1.607163
PC57 <= 0.2258642
PC85 <= 0.4219957
PC88 > -0.1708522
-> class 2\|3 [0.992]
Rule 9/250: (107.4, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.01416879
PC28 > -0.1979612
PC28 <= 0.05317707
PC44 > -0.808265
PC45 <= 0.2825942
PC48 <= 0.6496715
PC58 <= 0.2519042
PC64 <= -0.3144777
PC67 <= 0.5072189
-> class 2\|3 [0.991]
Rule 9/251: (96.5, lift 8.3)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC19 <= -3.140827
PC56 > -0.1396661
PC77 <= 0.7114283
PC95 <= 0.0983755
-> class 2\|3 [0.990]
Rule 9/252: (67.9, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC34 <= 1.066212
PC47 <= -0.8744069
PC82 <= -0.216042
PC95 > -0.2686553
-> class 2\|3 [0.986]
Rule 9/253: (62.7, lift 8.2)
PC8 <= -1.615908
PC47 > -0.779565
PC68 > 3.328794
-> class 2\|3 [0.985]
Rule 9/254: (45.9, lift 8.2)
PC1 <= -0.430681
PC8 <= -3.393956
PC16 > 0.3362597
PC36 <= 1.237872
PC85 > 0.4757593
-> class 2\|3 [0.979]
Rule 9/255: (44.2, lift 8.2)
PC8 <= -3.393956
PC19 <= -1.491111
PC94 > 0.8244115
-> class 2\|3 [0.978]
Rule 9/256: (42.2, lift 8.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.3946835
PC6 > -3.169151
PC8 > -3.591267
PC8 <= 0.03116684
PC14 > -1.848327
PC16 > -1.941889
PC19 > -1.342918
PC67 > -0.4050675
PC83 > -0.130059
PC86 <= 0.6530707
-> class 2\|3 [0.977]
Rule 9/257: (53.9/1.1, lift 8.1)
PC2 <= 2.5099
PC8 <= -3.393956
PC23 > 2.28391
PC46 <= 0.413431
-> class 2\|3 [0.962]
Rule 9/258: (23.6, lift 8.0)
PC1 <= -0.430681
PC8 <= 2.29004
PC12 > 1.722267
PC26 > 4.11563
-> class 2\|3 [0.961]
Rule 9/259: (96.7/3.1, lift 8.0)
PC1 <= -0.430681
PC8 <= -1.615908
PC19 <= -3.140827
PC22 <= -1.633252
-> class 2\|3 [0.958]
Rule 9/260: (20.1, lift 8.0)
PC1 <= -0.430681
PC5 > 2.279655
PC8 <= -1.615908
-> class 2\|3 [0.955]
Rule 9/261: (52/1.9, lift 7.9)
PC1 <= -0.430681
PC8 <= -3.393956
PC53 > 1.224
PC85 <= 0.4757593
PC99 <= 3.40659
-> class 2\|3 [0.947]
Rule 9/262: (15.2, lift 7.9)
PC1 <= -0.430681
PC8 > -1.615908
PC8 <= 0.02357382
PC19 <= -3.731768
-> class 2\|3 [0.942]
Rule 9/263: (15, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC23 <= 1.564079
PC24 > 1.275011
-> class 2\|3 [0.941]
Rule 9/264: (14, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC45 > 0.2825942
PC47 > -0.8744069
PC61 > 1.034484
-> class 2\|3 [0.937]
Rule 9/265: (14.5, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.02357382
PC35 > 0.6570984
PC45 > 0.2825942
PC47 > -0.8744069
-> class 2\|3 [0.934]
Rule 9/266: (616.1/41.2, lift 7.8)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC9 <= 8.173388
PC11 > -4.141527
PC19 > -3.140827
PC25 <= 0.2356781
PC28 > -0.2747726
PC29 <= 0.2792483
PC41 <= 7.594835
PC43 > -0.4935798
PC47 > -0.779565
PC68 > -0.8945875
-> class 2\|3 [0.932]
Rule 9/267: (407.4/30.3, lift 7.7)
PC1 <= -0.430681
PC8 <= -3.393956
PC19 > -1.491111
PC24 > -0.04271775
PC32 <= 3.730523
PC43 <= 1.673128
PC46 <= 0.413431
PC85 <= 0.4757593
-> class 2\|3 [0.924]
Rule 9/268: (17.1/0.5, lift 7.7)
PC2 <= 2.5099
PC8 <= -3.393956
PC20 <= 0.560607
PC36 <= 1.237872
PC62 > 0.831696
PC85 > 0.4757593
-> class 2\|3 [0.924]
Rule 9/269: (11.2, lift 7.7)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC19 <= 1.490475
PC47 <= -0.779565
PC53 <= -0.6138542
-> class 2\|3 [0.924]
Rule 9/270: (117.6/9.5, lift 7.6)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.591267
PC19 > -1.607163
PC48 <= 0.6820294
PC57 <= 0.2258642
-> class 2\|3 [0.912]
Rule 9/271: (30.4/2.4, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC15 <= 4.321576
PC26 <= -2.258385
PC29 > -0.2439684
PC47 > -0.8744069
PC96 > -0.7712488
-> class 2\|3 [0.894]
Rule 9/272: (118.3/12.5, lift 7.4)
PC1 <= -0.430681
PC8 <= -3.393956
PC25 > 0.29941
-> class 2\|3 [0.888]
Rule 9/273: (241.6/26.4, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 1.051963
PC8 > -1.615908
PC8 <= 0.02357382
PC19 <= 3.394219
PC23 > -1.045798
PC28 > -0.1979612
PC28 <= 0.05317707
PC44 > -0.808265
PC45 <= 0.2825942
PC46 <= 0.7840141
PC48 <= 0.6496715
PC54 <= 1.308325
PC57 > -0.0803154
PC63 <= 0.1486803
PC67 <= 0.5072189
PC77 > -0.4775279
PC100 > -0.7894184
-> class 2\|3 [0.887]
Rule 9/274: (85.7/9.7, lift 7.4)
PC1 <= -0.430681
PC8 <= -3.393956
PC46 > 0.413431
-> class 2\|3 [0.878]
Rule 9/275: (21/4.4, lift 6.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 2.29004
PC12 > 1.722267
PC39 <= -0.4145089
-> class 2\|3 [0.766]
Rule 9/276: (1554/419, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -1.615908
PC9 <= 8.173388
PC11 > -4.141527
PC19 > -3.140827
PC36 <= 1.237872
PC47 > -0.779565
PC90 <= 0.3040766
-> class 2\|3 [0.730]
Rule 9/277: (52.6/13.7, lift 6.1)
PC8 > -3.393956
PC8 <= -1.615908
PC19 > 1.490475
PC28 > -0.2747726
PC47 <= -0.779565
-> class 2\|3 [0.730]
Rule 9/278: (28.9/8.2, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 2.29004
PC12 <= 1.722267
PC19 <= 0.7069203
PC32 <= 0.9619102
PC51 > -0.07302494
PC56 <= -0.3465867
-> class 2\|3 [0.702]
Rule 9/279: (16.4/7, lift 4.7)
PC2 <= 2.5099
PC6 <= -3.169151
PC23 > 1.996138
-> class 2\|3 [0.565]
Rule 9/280: (76.3, lift 25.2)
PC8 <= -3.393956
PC12 > -0.7680604
PC43 > 1.673128
PC85 <= 0.4757593
-> class 2\|4 [0.987]
Rule 9/281: (46.9, lift 25.0)
PC1 > -0.430681
PC2 <= 2.5099
PC48 > 0.6820294
PC85 > 0.4219957
-> class 2\|4 [0.980]
Rule 9/282: (47.7, lift 25.0)
PC8 <= -1.615908
PC9 <= 8.173388
PC41 > 7.594835
PC43 > -0.4935798
-> class 2\|4 [0.980]
Rule 9/283: (45, lift 25.0)
PC1 <= -0.430681
PC8 <= 0.02357382
PC19 <= -3.140827
PC56 <= -0.1396661
-> class 2\|4 [0.979]
Rule 9/284: (95.7/1, lift 25.0)
PC1 <= -0.430681
PC8 <= 0.02357382
PC19 <= -3.140827
PC22 > -1.633252
PC95 > 0.0983755
-> class 2\|4 [0.979]
Rule 9/285: (194.7/4, lift 24.8)
PC1 <= -0.430681
PC5 <= 2.279655
PC8 <= -3.393956
PC16 <= 0.3362597
PC20 <= 0.560607
PC25 <= 0.29941
PC46 <= 0.413431
PC62 <= 0.831696
PC85 > 0.4757593
-> class 2\|4 [0.974]
Rule 9/286: (27.2, lift 24.6)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.591267
PC19 > -1.607163
PC57 > 0.2258642
-> class 2\|4 [0.966]
Rule 9/287: (54.3/0.9, lift 24.6)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC19 <= 1.490475
PC47 <= -0.779565
PC53 > -0.6138542
-> class 2\|4 [0.966]
Rule 9/288: (25.9, lift 24.6)
PC1 <= -0.430681
PC19 <= -3.140827
PC77 > 0.7114283
-> class 2\|4 [0.964]
Rule 9/289: (15.8, lift 24.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC11 <= -4.141527
-> class 2\|4 [0.944]
Rule 9/290: (14.6, lift 24.0)
PC8 <= -3.393956
PC46 <= 0.413431
PC85 <= 0.4757593
PC99 > 3.40659
-> class 2\|4 [0.940]
Rule 9/291: (22.2/0.8, lift 23.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.3946835
PC6 > -3.169151
PC16 > -1.941889
PC19 > -1.342918
PC67 <= -0.4050675
-> class 2\|4 [0.926]
Rule 9/292: (66.2/4.2, lift 23.6)
PC1 <= -0.430681
PC8 <= -3.393956
PC17 > 0.1117543
PC19 > -1.491111
PC24 <= -0.04271775
-> class 2\|4 [0.924]
Rule 9/293: (227.9/32.5, lift 21.8)
PC1 <= -0.430681
PC8 <= -3.393956
PC19 <= -1.491111
PC23 <= 2.28391
PC46 <= 0.413431
PC53 <= 1.224
PC94 <= 0.8244115
-> class 2\|4 [0.854]
Rule 9/294: (20.4/4.9, lift 18.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.615908
PC8 <= 0.02357382
PC47 <= -0.8744069
PC82 > -0.216042
PC95 > -0.2686553
-> class 2\|4 [0.737]
Rule 9/295: (42.5/19.2, lift 13.9)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.615908
PC28 <= -0.2747726
-> class 2\|4 [0.546]
Default class: 2\|3
----- Trial 10: -----
Rules:
Rule 10/1: (112.7, lift 16.9)
PC2 > 2.5099
PC10 <= -0.6148984
PC18 > -0.4677226
PC21 > -0.4086362
PC24 > -0.07951631
PC49 > 0.4054496
PC53 <= 0.4616049
PC76 <= 0.7417731
PC87 <= 0.1198898
-> class 0\|0 [0.991]
Rule 10/2: (96.2, lift 16.8)
PC1 > -0.7784119
PC12 <= -1.161961
PC14 > -1.775794
PC18 > 2.129967
PC62 <= 2.242246
-> class 0\|0 [0.990]
Rule 10/3: (236.8/1.9, lift 16.8)
PC1 > -0.7784119
PC3 > -3.960161
PC9 <= 0.6279278
PC12 > -0.815518
PC13 <= -0.04686175
PC18 > 2.790875
PC21 > -0.8726107
PC27 > -2.597364
PC32 > -0.3788766
PC37 > -1.85303
PC51 <= 0.3593292
PC61 <= 0.08386239
PC63 > -0.8122117
-> class 0\|0 [0.988]
Rule 10/4: (47.1, lift 16.6)
PC2 > 2.5099
PC3 > -1.949545
PC3 <= 1.640775
PC18 > -0.4677226
PC71 > 0.6533293
-> class 0\|0 [0.978]
Rule 10/5: (97/1.2, lift 16.6)
PC1 > -0.7784119
PC13 <= 6.880823
PC18 > 2.129967
PC20 <= -2.544282
PC32 <= -0.3788766
-> class 0\|0 [0.978]
Rule 10/6: (42.9/0.1, lift 16.6)
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 2.129967
PC37 <= -1.85303
PC56 <= 1.207356
PC79 <= -0.7399817
-> class 0\|0 [0.975]
Rule 10/7: (28.6, lift 16.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.443306
PC13 <= 6.880823
PC14 > -1.775794
PC17 > -3.462449
PC18 > -0.4677226
PC21 > -0.4086362
-> class 0\|0 [0.967]
Rule 10/8: (51.2/0.8, lift 16.4)
PC1 > -0.7784119
PC13 <= 6.880823
PC18 > 2.129967
PC40 > 3.115261
-> class 0\|0 [0.966]
Rule 10/9: (24.7, lift 16.4)
PC2 > 2.5099
PC3 > -1.949545
PC3 <= 1.640775
PC18 > -0.4677226
PC81 <= -0.8032476
PC87 <= 0.1198898
-> class 0\|0 [0.962]
Rule 10/10: (203.4/8.5, lift 16.2)
PC1 > -0.7784119
PC13 <= 6.880823
PC18 > 2.790875
PC56 <= 1.207356
PC58 > -3.10427
PC62 > 0.2032153
-> class 0\|0 [0.954]
Rule 10/11: (20.7, lift 16.2)
PC1 > -0.7784119
PC18 > 2.790875
PC20 > -2.544282
PC21 > -0.8726107
PC21 <= -0.8439173
-> class 0\|0 [0.953]
Rule 10/12: (306.1/14.4, lift 16.2)
PC1 > -0.7784119
PC9 <= 0.6279278
PC13 <= -0.04686175
PC18 > 2.790875
PC21 > -0.8726107
PC27 > -2.597364
PC32 > -0.3788766
PC37 > -1.85303
PC51 <= 0.3593292
PC63 > -0.8122117
PC86 > -0.5266995
-> class 0\|0 [0.950]
Rule 10/13: (25.1/0.6, lift 16.0)
PC2 > 2.5099
PC3 > -1.949545
PC3 <= 1.640775
PC18 > -0.4677226
PC21 > -0.4086362
PC51 > 0.3430175
PC53 <= 0.4616049
PC87 <= 0.1198898
-> class 0\|0 [0.942]
Rule 10/14: (317.3/22, lift 15.8)
PC1 > -0.7784119
PC13 <= 6.880823
PC18 > 2.790875
PC21 > -0.8726107
PC27 > -2.597364
PC35 <= 0.01966005
PC37 > -1.85303
PC56 <= 1.207356
PC58 > -3.10427
PC63 > -0.8122117
-> class 0\|0 [0.928]
Rule 10/15: (41.6/2.2, lift 15.8)
PC1 > -0.7784119
PC18 > 2.790875
PC32 <= -0.3788766
PC65 <= -1.130438
PC99 <= 2.222162
-> class 0\|0 [0.927]
Rule 10/16: (14.3/0.2, lift 15.7)
PC1 > -0.7784119
PC18 > 2.129967
PC21 <= -0.8726107
PC62 <= 0.2032153
PC85 <= -0.1128362
-> class 0\|0 [0.926]
Rule 10/17: (64.3/4.1, lift 15.7)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 2.129967
PC24 <= -3.445012
PC62 <= 2.242246
-> class 0\|0 [0.923]
Rule 10/18: (24.2/1.2, lift 15.5)
PC3 > -1.949545
PC18 > -0.4677226
PC21 > -0.4086362
PC34 > 2.34313
PC49 <= 0.4054496
PC87 <= 0.1198898
-> class 0\|0 [0.914]
Rule 10/19: (9.1, lift 15.5)
PC13 > 6.880823
PC18 > 3.718587
PC31 > 0.1783828
-> class 0\|0 [0.910]
Rule 10/20: (4.4, lift 14.3)
PC1 <= -0.7784119
PC13 <= 6.880823
PC18 > 2.129967
PC24 > -3.445012
PC29 <= -2.842779
-> class 0\|0 [0.843]
Rule 10/21: (4.3, lift 14.3)
PC13 > 6.880823
PC18 > 3.718587
PC37 <= -0.2538081
-> class 0\|0 [0.840]
Rule 10/22: (46.6/7.6, lift 14.0)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1886026
PC13 <= 0.5753061
PC18 > -0.4677226
PC32 > 0.06650951
PC43 <= 1.71847
PC86 <= -1.288112
-> class 0\|0 [0.824]
Rule 10/23: (429.4/133.1, lift 11.7)
PC3 > -1.949545
PC18 > 2.059208
-> class 0\|0 [0.689]
Rule 10/24: (125.6, lift 12.0)
PC2 > 2.5099
PC3 > -1.949545
PC3 <= 1.640775
PC18 > -0.4677226
PC18 <= 2.129967
PC21 <= -0.4086362
-> class 0\|1 [0.992]
Rule 10/25: (85.5, lift 11.9)
PC2 > 2.5099
PC3 > -1.506377
PC3 <= 1.640775
PC8 > -0.3520953
PC15 > -0.1307071
PC18 > -1.136285
PC18 <= -0.4677226
PC28 <= -0.05259333
-> class 0\|1 [0.989]
Rule 10/26: (43.2, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -1.206507
PC18 <= -0.4677226
PC28 <= 0.2464169
-> class 0\|1 [0.978]
Rule 10/27: (47.2/0.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= -0.6148984
PC18 > -0.4677226
PC21 > -0.4086362
PC76 > 0.7417731
PC87 <= 0.1198898
-> class 0\|1 [0.968]
Rule 10/28: (198.5/9.9, lift 11.4)
PC3 <= -0.5252459
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 2.129967
PC18 <= 2.790875
PC20 > -2.594427
PC29 <= 1.437989
PC31 <= 0.2583246
PC40 <= 3.115261
PC48 <= 0.5145028
PC53 > -0.6847924
PC62 > -1.134293
PC70 > -1.117484
PC80 > -0.4595938
-> class 0\|1 [0.946]
Rule 10/29: (27.1/1.8, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.4677226
PC20 > -4.323125
PC43 <= -1.068515
PC54 <= 3.096431
-> class 0\|1 [0.902]
Rule 10/30: (48.2/8.3, lift 9.8)
PC2 > 2.5099
PC14 > -1.775794
PC18 > 2.790875
PC37 <= -1.85303
PC62 <= 0.2032153
PC79 > -0.7399817
-> class 0\|1 [0.814]
Rule 10/31: (46.4/11, lift 9.1)
PC3 <= 1.640775
PC18 <= -0.4677226
PC29 > -7.534168
PC54 <= 3.096431
PC57 > 0.2684259
PC78 > 1.729346
-> class 0\|1 [0.752]
Rule 10/32: (3495.4/2036, lift 5.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4677226
-> class 0\|1 [0.418]
Rule 10/33: (109.9, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4677226
PC28 > -1.609339
PC40 > -2.69639
PC57 <= 1.474847
PC68 > 0.3249009
PC75 <= 0.3975095
PC84 <= 0.1122488
PC94 <= 0.4247063
PC98 > -0.5151101
PC98 <= 1.034072
-> class 0\|2 [0.991]
Rule 10/34: (103.7, lift 9.1)
PC2 > 2.5099
PC14 <= -1.775794
PC18 > -0.4677226
PC42 > -1.626274
-> class 0\|2 [0.991]
Rule 10/35: (101.8/0.1, lift 9.1)
PC20 > -2.883198
PC26 > -2.09578
PC30 <= -3.370784
PC54 <= 3.096431
PC78 > -1.400105
PC82 <= 0.4653322
-> class 0\|2 [0.989]
Rule 10/36: (90.1, lift 9.1)
PC4 > 9.305666
PC18 <= -0.4677226
PC20 > -2.883198
-> class 0\|2 [0.989]
Rule 10/37: (111.3/0.4, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > 0.5627666
PC13 <= 0.5753061
PC18 > -0.4677226
PC18 <= 2.129967
PC27 <= 2.505427
PC32 <= 0.06650951
PC43 <= 1.71847
-> class 0\|2 [0.988]
Rule 10/38: (71.6, lift 9.0)
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -1.136285
PC20 <= 4.851933
PC28 <= -1.609339
PC46 <= 0.5684413
PC56 > -8.900821
PC70 <= 0.9779814
-> class 0\|2 [0.986]
Rule 10/39: (71.5, lift 9.0)
PC3 <= 1.640775
PC5 > -1.206507
PC14 > -0.6328624
PC18 <= -1.136285
PC20 > -2.883198
PC20 <= 4.851933
PC46 <= 0.5684413
PC54 <= 3.096431
PC57 > 1.474847
PC73 <= 1.983331
PC78 > -1.400105
-> class 0\|2 [0.986]
Rule 10/40: (66.2, lift 9.0)
PC2 > 2.5099
PC18 > -2.012766
PC18 <= -0.4677226
PC20 > -2.883198
PC46 <= 0.5684413
PC57 <= 1.474847
PC79 > 1.231971
PC84 > -1.348797
-> class 0\|2 [0.985]
Rule 10/41: (63.7, lift 9.0)
PC9 > -0.2658859
PC9 <= 0.5571359
PC14 > -0.6328624
PC18 <= -0.4677226
PC30 > 1.385025
PC32 > -1.704439
PC40 > -2.69639
PC57 <= 1.474847
PC70 > -0.4726349
PC98 <= 1.034072
-> class 0\|2 [0.985]
Rule 10/42: (62.7, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.5571359
PC18 <= -1.136285
PC20 > -2.883198
PC50 <= 0.4407904
PC78 <= 1.729346
-> class 0\|2 [0.985]
Rule 10/43: (169.8/1.6, lift 9.0)
PC3 <= -3.774415
PC13 > 6.880823
PC18 > -0.4677226
PC18 <= 3.718587
PC35 > -0.3969824
PC64 <= 1.88732
PC90 <= 2.342756
-> class 0\|2 [0.985]
Rule 10/44: (51.9, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.2658859
PC9 <= 0.5571359
PC18 > -2.012766
PC18 <= -0.4677226
PC20 > -2.883198
PC32 > -1.704439
PC54 <= 3.096431
PC57 <= 1.474847
PC61 > -0.3029197
PC74 <= 0.7843596
PC82 <= 0.4653322
PC99 > 0.3203414
-> class 0\|2 [0.981]
Rule 10/45: (47.6, lift 9.0)
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -1.136285
PC20 > -2.883198
PC26 > -2.09578
PC46 <= 0.5684413
PC54 <= 3.096431
PC81 > 1.244725
-> class 0\|2 [0.980]
Rule 10/46: (48.5, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 > -2.883198
PC22 > 1.86412
PC26 > -2.09578
PC41 <= 0.5409865
PC54 <= 3.096431
PC56 > -8.900821
-> class 0\|2 [0.980]
Rule 10/47: (45.5, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4677226
PC19 <= -0.1012639
PC20 > -2.883198
PC40 > -2.69639
PC61 > -0.3029197
PC70 > -0.4726349
PC73 <= 1.983331
PC74 <= 0.7843596
PC85 > -0.6814473
-> class 0\|2 [0.979]
Rule 10/48: (44.3, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 <= 4.851933
PC26 > 1.409878
PC61 > -0.3029197
PC74 <= 0.7843596
PC78 > -1.400105
PC86 <= 2.622587
-> class 0\|2 [0.978]
Rule 10/49: (93.5/1.4, lift 8.9)
PC2 > 2.5099
PC3 <= -1.949545
PC13 <= 0.5753061
PC18 > -0.4677226
PC18 <= 1.112413
PC20 <= 2.041625
PC32 <= 0.06650951
PC43 <= 1.71847
PC47 <= 0.7839843
PC97 <= -0.2877332
-> class 0\|2 [0.975]
Rule 10/50: (35.1, lift 8.9)
PC4 <= -8.287465
PC18 <= -1.136285
-> class 0\|2 [0.973]
Rule 10/51: (139.9/3, lift 8.9)
PC13 > 6.880823
PC17 > 0.6527454
PC18 > -0.4677226
PC18 <= 3.718587
PC35 > -0.3969824
PC64 <= 1.88732
-> class 0\|2 [0.972]
Rule 10/52: (61.5/0.9, lift 8.9)
PC1 <= -0.822493
PC2 > 2.5099
PC14 > -0.6328624
PC18 <= -1.136285
PC20 > -2.883198
PC40 > -2.69639
PC46 <= 0.5684413
PC54 <= 3.096431
PC78 > -1.400105
PC86 <= 2.622587
-> class 0\|2 [0.971]
Rule 10/53: (34.4, lift 8.9)
PC14 > -0.6328624
PC18 <= -1.136285
PC20 > -2.883198
PC28 > 3.256614
-> class 0\|2 [0.971]
Rule 10/54: (33.3, lift 8.9)
PC2 > 2.5099
PC14 > -0.6328624
PC18 <= -2.012766
PC20 <= 4.851933
PC37 <= -0.5945614
PC46 <= 0.5684413
PC61 > -0.3029197
PC73 <= 1.983331
PC82 <= 0.4653322
PC84 <= 0.1122488
PC86 <= 2.622587
-> class 0\|2 [0.970]
Rule 10/55: (91.7/1.8, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4677226
PC20 > -2.883198
PC20 <= 4.851933
PC35 > -0.5812685
PC40 > -2.69639
PC46 <= 0.4634584
PC55 <= 0.1917603
PC61 > -0.3029197
PC74 <= 0.7843596
PC75 <= 0.3975095
PC87 > -0.4508406
PC94 > 0.4247063
PC98 <= 1.034072
-> class 0\|2 [0.970]
Rule 10/56: (28.8, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= -0.1886026
PC14 > -1.775794
PC18 > -0.4677226
PC18 <= 2.129967
PC32 > 0.06650951
-> class 0\|2 [0.968]
Rule 10/57: (27.8, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -0.4677226
PC19 > -0.5516042
PC29 > -7.534168
PC32 > -1.704439
PC40 > -2.69639
PC46 <= 0.5684413
PC74 <= -1.623246
PC86 <= 2.622587
-> class 0\|2 [0.966]
Rule 10/58: (27.3, lift 8.8)
PC2 > 2.5099
PC4 > 0.5807939
PC8 <= -0.3520953
PC15 > -0.1307071
PC18 <= -0.4677226
PC20 > -4.323125
PC28 <= -0.05259333
-> class 0\|2 [0.966]
Rule 10/59: (26.6, lift 8.8)
PC2 > 2.5099
PC5 > -1.206507
PC14 > -0.6328624
PC18 <= -1.136285
PC19 > -0.5516042
PC41 > 0.5409865
PC78 <= 1.729346
-> class 0\|2 [0.965]
Rule 10/60: (176/5.5, lift 8.8)
PC2 > 2.5099
PC3 <= -1.949545
PC13 <= 0.5753061
PC18 > -0.4677226
PC18 <= 1.112413
PC20 <= 2.041625
PC32 <= 0.06650951
PC43 <= 1.71847
PC57 <= 0.8966972
PC60 > -0.3346644
-> class 0\|2 [0.964]
Rule 10/61: (23.5, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > 0.5807939
PC15 <= -0.1307071
PC18 > -1.136285
PC18 <= -0.4677226
PC20 > -4.323125
PC28 <= -0.05259333
-> class 0\|2 [0.961]
Rule 10/62: (57.1/1.4, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.136285
PC19 > -0.5516042
PC32 <= -1.704439
PC40 > -3.323119
PC54 <= 3.096431
-> class 0\|2 [0.960]
Rule 10/63: (250.4/9, lift 8.8)
PC2 > 2.5099
PC3 <= -1.506377
PC15 > -1.325352
PC18 > -1.136285
PC18 <= -0.4677226
PC20 > -4.323125
PC34 <= 3.940006
PC42 <= 0.7127923
PC43 > -1.068515
-> class 0\|2 [0.960]
Rule 10/64: (139.8/5, lift 8.8)
PC2 > 2.5099
PC18 <= -1.136285
PC19 > -0.5516042
PC20 > -2.883198
PC20 <= 4.851933
PC46 <= 0.5684413
PC61 <= -0.3029197
PC69 > -1.686525
PC73 <= 1.983331
PC74 <= 0.7843596
PC78 > -1.400105
PC93 > -0.8618639
PC96 > -0.8999735
-> class 0\|2 [0.958]
Rule 10/65: (22.5, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 > -2.883198
PC46 <= 0.5684413
PC51 <= -1.052437
PC75 <= 0.3975095
PC78 > -1.400105
PC98 > -0.5151101
-> class 0\|2 [0.956]
Rule 10/66: (48.8/1.3, lift 8.7)
PC2 > 2.5099
PC18 <= -1.136285
PC20 > -2.883198
PC20 <= 4.851933
PC40 > -2.69639
PC61 > -0.3029197
PC78 > -1.400105
PC78 <= 1.729346
PC85 <= -0.6814473
PC86 <= 2.622587
PC98 > -0.5151101
-> class 0\|2 [0.954]
Rule 10/67: (33.9/0.8, lift 8.7)
PC2 > 2.5099
PC5 > -1.206507
PC9 > -0.2658859
PC16 <= 0.1506982
PC18 <= -1.136285
PC20 > -2.883198
PC78 <= 1.729346
-> class 0\|2 [0.950]
Rule 10/68: (20.3/0.1, lift 8.7)
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 <= -2.883198
PC26 <= -0.5666324
PC40 > -2.69639
-> class 0\|2 [0.949]
Rule 10/69: (30.6/0.6, lift 8.7)
PC14 > -0.6328624
PC18 <= -0.4677226
PC19 > -0.5516042
PC20 <= -2.883198
PC29 > -7.534168
PC40 > -2.69639
PC65 > 0.9813831
PC78 <= 1.729346
-> class 0\|2 [0.949]
Rule 10/70: (23.8/0.4, lift 8.7)
PC15 > 0.3693528
PC18 <= -1.136285
PC54 <= 3.096431
PC57 <= 0.2684259
PC78 > 1.729346
-> class 0\|2 [0.948]
Rule 10/71: (17, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.2658859
PC32 > -1.704439
PC61 > -0.3029197
PC73 <= 1.983331
PC74 <= 0.7843596
PC78 > -1.400105
PC80 > 0.5676203
PC84 <= 0.1122488
-> class 0\|2 [0.947]
Rule 10/72: (113.7/5.3, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6328624
PC18 > -2.012766
PC18 <= -0.4677226
PC19 > -0.5516042
PC20 > -2.883198
PC24 <= -0.7603061
PC70 > -0.4726349
PC74 <= 0.7843596
PC75 <= 0.3975095
PC99 <= 0.3203414
-> class 0\|2 [0.945]
Rule 10/73: (16.1, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC17 > -3.462449
PC18 > -0.4677226
PC18 <= 1.112413
PC32 <= 0.06650951
PC47 > 0.7839843
PC60 <= -0.3346644
-> class 0\|2 [0.945]
Rule 10/74: (165.8/9.2, lift 8.6)
PC2 > 2.5099
PC3 <= -1.506377
PC18 > -1.136285
PC18 <= -0.4677226
PC20 > -4.323125
PC34 > -2.417706
PC43 > -1.068515
PC54 <= 3.096431
PC78 <= 0.1014913
-> class 0\|2 [0.939]
Rule 10/75: (25.9/0.8, lift 8.6)
PC3 > -1.506377
PC4 > 0.5807939
PC5 > -1.206507
PC18 > -1.136285
PC18 <= -0.4677226
PC28 > -0.05259333
-> class 0\|2 [0.936]
Rule 10/76: (37.6/1.6, lift 8.5)
PC2 > 2.5099
PC9 > -0.2658859
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 > -2.883198
PC20 <= 4.851933
PC28 > -1.609339
PC40 > -2.69639
PC61 > -0.3029197
PC70 <= 0.9779814
PC84 > -1.348797
PC84 <= -0.5479506
-> class 0\|2 [0.933]
Rule 10/77: (41.9/2.3, lift 8.5)
PC2 > 2.5099
PC9 > -0.2658859
PC18 <= -1.136285
PC19 > -0.5516042
PC20 <= 4.851933
PC35 <= -0.5812685
PC61 > -0.3029197
PC74 <= 0.7843596
PC78 > -1.400105
PC78 <= 1.729346
-> class 0\|2 [0.924]
Rule 10/78: (171.8/13.1, lift 8.4)
PC3 <= 1.640775
PC9 > -0.2658859
PC18 <= -1.136285
PC20 > -2.883198
PC20 <= 4.851933
PC25 <= 1.100654
PC26 > -0.04930484
PC46 <= 0.4634584
PC50 <= 0.3922068
PC63 > -0.3873035
PC70 > -0.4726349
PC75 <= 0.3975095
PC78 > -1.400105
PC81 <= 0.5519378
PC82 <= 0.4653322
PC84 > 0.1122488
PC88 > -0.4388471
PC98 > -0.5151101
-> class 0\|2 [0.919]
Rule 10/79: (94.7/7, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.4677226
PC34 > -2.487498
PC43 > 1.71847
-> class 0\|2 [0.917]
Rule 10/80: (55.1/4.1, lift 8.3)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > -0.4677226
PC18 <= 1.112413
PC20 <= 2.041625
PC32 <= 0.06650951
PC39 > 0.6857381
PC97 > -0.2877332
-> class 0\|2 [0.911]
Rule 10/81: (99.7/8.6, lift 8.3)
PC15 <= -0.6612474
PC18 > 2.129967
-> class 0\|2 [0.905]
Rule 10/82: (8.5, lift 8.3)
PC3 > -3.774415
PC13 > 6.880823
PC18 > -0.4677226
PC21 <= -0.9726083
-> class 0\|2 [0.905]
Rule 10/83: (8.2, lift 8.3)
PC3 <= 1.640775
PC14 <= -0.6328624
PC38 <= -5.400665
PC78 <= 1.729346
-> class 0\|2 [0.902]
Rule 10/84: (31.7/2.3, lift 8.2)
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 <= 4.851933
PC33 > 4.897779
-> class 0\|2 [0.901]
Rule 10/85: (10.5/0.4, lift 8.2)
PC14 > -0.6328624
PC18 <= -0.4677226
PC20 <= -2.883198
PC41 <= 0.5409865
PC54 <= 3.096431
PC72 > -0.2335936
PC75 <= -0.1911165
PC78 <= 1.729346
-> class 0\|2 [0.892]
Rule 10/86: (23.4/2.2, lift 8.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -1.206507
PC18 <= -0.4677226
PC28 > 0.2464169
-> class 0\|2 [0.875]
Rule 10/87: (73.6/11.9, lift 7.6)
PC13 > 6.880823
PC18 > -0.4677226
PC31 <= 0.1783828
PC97 <= -0.952373
-> class 0\|2 [0.829]
Rule 10/88: (16/2.3, lift 7.5)
PC2 > 2.5099
PC3 > -1.949545
PC3 <= 1.640775
PC10 > -0.6148984
PC18 > -0.4677226
PC18 <= 2.129967
-> class 0\|2 [0.815]
Rule 10/89: (44.6/12.3, lift 6.5)
PC14 > -0.6328624
PC18 <= -0.4677226
PC19 > -0.5516042
PC20 <= -2.883198
PC29 > -7.534168
PC54 <= 3.096431
PC72 <= -0.2335936
PC78 <= 1.729346
-> class 0\|2 [0.714]
Rule 10/90: (95.4, lift 10.9)
PC1 > -0.822493
PC3 <= 1.640775
PC18 <= -1.136285
PC22 <= 1.86412
PC73 > 1.983331
PC78 <= 1.729346
-> class 0\|3 [0.990]
Rule 10/91: (77.2, lift 10.8)
PC2 > 2.5099
PC4 <= 9.305666
PC14 > -0.6328624
PC18 <= -1.136285
PC28 <= 3.256614
PC46 > 0.5684413
-> class 0\|3 [0.987]
Rule 10/92: (84.4/0.3, lift 10.8)
PC3 > -3.774415
PC13 > 6.880823
PC17 <= 0.6527454
PC21 > -0.9726083
-> class 0\|3 [0.985]
Rule 10/93: (39.7, lift 10.7)
PC13 > 6.880823
PC18 <= 3.718587
PC64 > 1.88732
-> class 0\|3 [0.976]
Rule 10/94: (35.2, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4677226
PC19 <= -0.5516042
-> class 0\|3 [0.973]
Rule 10/95: (31.1/0.1, lift 10.6)
PC2 > 2.5099
PC18 > -0.4677226
PC34 <= -2.487498
PC43 > 1.71847
-> class 0\|3 [0.966]
Rule 10/96: (23.2, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.325352
PC18 > -1.136285
PC18 <= -0.4677226
-> class 0\|3 [0.960]
Rule 10/97: (19.8, lift 10.5)
PC3 <= -1.506377
PC18 > -1.136285
PC18 <= -0.4677226
PC34 <= -2.417706
PC42 > 0.7127923
-> class 0\|3 [0.954]
Rule 10/98: (15.8, lift 10.4)
PC18 > -1.136285
PC18 <= -0.4677226
PC20 <= -4.323125
-> class 0\|3 [0.944]
Rule 10/99: (14.9, lift 10.3)
PC13 > 6.880823
PC18 > -0.4677226
PC18 <= 3.718587
PC35 > -0.3969824
PC90 > 2.342756
-> class 0\|3 [0.941]
Rule 10/100: (6.6, lift 9.7)
PC18 > -1.136285
PC18 <= -0.4677226
PC34 > 3.940006
PC43 > -1.068515
-> class 0\|3 [0.883]
Rule 10/101: (5.4, lift 9.5)
PC2 > 2.5099
PC3 > -1.506377
PC3 <= 1.640775
PC4 <= 0.5807939
PC18 > -1.136285
PC18 <= -0.4677226
-> class 0\|3 [0.865]
Rule 10/102: (13.6/1.3, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC17 <= -3.462449
PC18 > -0.4677226
-> class 0\|3 [0.852]
Rule 10/103: (43.1/6.3, lift 9.2)
PC2 > 2.5099
PC14 <= -1.775794
PC42 <= -1.626274
-> class 0\|3 [0.838]
Rule 10/104: (38.1/6.3, lift 9.0)
PC2 > 2.5099
PC3 <= -1.506377
PC18 > -1.136285
PC18 <= -0.4677226
PC42 > 0.7127923
PC78 > 0.1014913
-> class 0\|3 [0.818]
Rule 10/105: (41.7/11.8, lift 7.8)
PC2 > 2.5099
PC3 <= -1.949545
PC13 > 0.5753061
PC13 <= 6.880823
PC18 > -0.4677226
PC18 <= 2.129967
PC43 <= 1.71847
-> class 0\|3 [0.708]
Rule 10/106: (2685/1171.7, lift 6.2)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > -1.206507
PC18 <= -1.136285
-> class 0\|3 [0.564]
Rule 10/107: (91.8, lift 16.8)
PC1 > -0.1814509
PC2 <= 2.5099
PC4 > 0.2703157
PC6 <= -3.470875
PC9 > -0.2464361
PC19 > -0.8741567
PC68 <= 1.082112
-> class 1\|0 [0.989]
Rule 10/108: (69, lift 16.8)
PC1 > -0.430681
PC3 > 0.09497605
PC48 > 0.6985834
PC57 > -1.258103
PC61 > -0.6122087
PC62 <= -0.1757284
PC100 > -1.907325
-> class 1\|0 [0.986]
Rule 10/109: (300.4/3.2, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC22 > 0.1221173
PC30 <= 0.2263224
PC33 > -0.5413352
PC47 > -0.2999668
PC65 > -0.1389549
PC75 > -0.2134659
PC77 <= 0.7041603
PC82 > -0.6325383
-> class 1\|0 [0.986]
Rule 10/110: (68/0.7, lift 16.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC15 > -3.075166
PC16 > -2.0107
PC57 <= -1.258103
-> class 1\|0 [0.976]
Rule 10/111: (85.9/1.5, lift 16.5)
PC3 > 1.640775
PC16 <= -0.9381145
PC32 > -0.6563316
PC33 > -0.5413352
PC47 > -0.2999668
PC53 <= -0.5305915
PC65 > -0.1389549
-> class 1\|0 [0.971]
Rule 10/112: (61.7/1.2, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC31 > 0.06340582
PC32 > -0.6563316
PC47 > -0.2999668
PC50 <= 0.3196637
PC65 > -0.1389549
-> class 1\|0 [0.965]
Rule 10/113: (23.2, lift 16.3)
PC2 > 2.5099
PC12 <= -0.05653552
PC16 <= -0.9381145
PC65 > -0.1389549
PC68 > 2.367436
-> class 1\|0 [0.960]
Rule 10/114: (445.3/17.5, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC7 <= 7.681071
PC11 <= 2.110574
PC16 <= -2.0107
PC66 > -0.1660837
PC83 <= 0.4486328
PC88 <= 0.007153281
-> class 1\|0 [0.959]
Rule 10/115: (56.3/1.4, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC33 > -0.5413352
PC36 > 0.5747101
PC47 > -0.2999668
PC77 <= 0.7041603
-> class 1\|0 [0.959]
Rule 10/116: (124.2/4.6, lift 16.2)
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -2.0107
PC99 > 1.418252
-> class 1\|0 [0.956]
Rule 10/117: (290.1/13.7, lift 16.1)
PC2 <= 2.5099
PC13 <= 0.2095596
PC15 <= -3.642247
PC16 <= -2.0107
-> class 1\|0 [0.950]
Rule 10/118: (12.5, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.05653552
PC16 <= -0.9381145
PC30 > 0.2263224
PC32 <= -0.6563316
PC47 > -0.2999668
PC65 > -0.1389549
PC77 <= 0.7041603
-> class 1\|0 [0.926]
Rule 10/119: (51.7/8.2, lift 14.1)
PC1 > -0.1814509
PC1 <= 0.6041246
PC3 > 0.09497605
PC15 > -3.075166
PC16 > -2.0107
PC16 <= 0.3594292
PC21 > 0.4376473
-> class 1\|0 [0.828]
Rule 10/120: (416.5/73.4, lift 14.0)
PC5 <= -1.696486
PC15 <= -3.075166
-> class 1\|0 [0.822]
Rule 10/121: (25.5/4.5, lift 13.6)
PC1 > -0.430681
PC16 <= -2.0107
PC31 > -1.264104
PC61 <= -0.8899418
PC66 <= -0.1660837
-> class 1\|0 [0.801]
Rule 10/122: (222.4, lift 17.2)
PC2 <= 2.5099
PC16 <= -2.0107
PC17 <= 0.3507694
PC21 <= 0.9837545
PC61 > -0.8899418
PC66 <= -0.1660837
PC96 <= 0.3502879
PC99 <= 1.418252
-> class 1\|1 [0.996]
Rule 10/123: (176.3/0.5, lift 17.1)
PC2 <= 2.5099
PC5 <= -4.892124
PC15 > -3.642247
PC16 <= -2.0107
PC61 > -0.8899418
PC66 <= -0.1660837
PC96 <= 0.3502879
PC99 <= 1.418252
-> class 1\|1 [0.992]
Rule 10/124: (61.1, lift 17.0)
PC1 > -0.430681
PC3 > 0.09497605
PC13 > -0.2205511
PC16 <= 0.3594292
PC98 > 0.5457087
-> class 1\|1 [0.984]
Rule 10/125: (139/1.5, lift 17.0)
PC1 > -0.1814509
PC1 <= 0.6041246
PC3 > 0.09497605
PC4 > -1.68035
PC16 > -2.0107
PC16 <= 0.3594292
PC21 <= 0.4376473
PC84 <= 0.5250967
-> class 1\|1 [0.982]
Rule 10/126: (42.8, lift 16.9)
PC1 > -0.430681
PC2 <= 2.5099
PC15 > -3.075166
PC16 > -2.0107
PC48 > 0.6985834
PC61 > -0.6122087
PC62 > -0.1757284
-> class 1\|1 [0.978]
Rule 10/127: (44.5/1.3, lift 16.4)
PC3 > 1.640775
PC16 <= 0.9959877
PC30 <= 0.2263224
PC82 <= -0.6325383
-> class 1\|1 [0.951]
Rule 10/128: (78/3.3, lift 16.3)
PC1 > 0.6041246
PC3 > 0.09497605
PC4 > -1.68035
PC13 <= -0.2205511
PC15 > -3.075166
PC16 <= 0.3594292
PC26 <= 0.82881
PC84 <= 0.5250967
-> class 1\|1 [0.946]
Rule 10/129: (14.8, lift 16.3)
PC1 > -0.1814509
PC3 <= 0.09497605
PC9 <= -0.2464361
PC15 > -3.075166
PC19 > -1.679154
PC86 > 0.661262
-> class 1\|1 [0.941]
Rule 10/130: (16.9/0.4, lift 16.0)
PC2 <= 2.5099
PC3 <= 0.09497605
PC4 > 0.2703157
PC9 > -0.2464361
PC15 > -3.075166
PC68 > 1.082112
-> class 1\|1 [0.925]
Rule 10/131: (40.5/2.2, lift 16.0)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 2.110574
PC16 <= -2.0107
PC59 > 0.0663783
PC66 > -0.1660837
PC88 > 0.007153281
-> class 1\|1 [0.924]
Rule 10/132: (36.1/2.7, lift 15.6)
PC1 > -0.1814509
PC3 <= 0.09497605
PC6 > -3.470875
PC9 > -0.2464361
PC15 > -3.075166
PC16 > -2.0107
-> class 1\|1 [0.904]
Rule 10/133: (10.5/0.3, lift 15.5)
PC1 > -0.430681
PC13 <= 0.2095596
PC16 <= -2.0107
PC66 > -0.1660837
PC83 > 0.4486328
PC88 <= 0.007153281
-> class 1\|1 [0.897]
Rule 10/134: (7.5, lift 15.5)
PC1 > -0.430681
PC4 <= 0.2703157
PC6 <= -3.470875
PC9 > -0.2464361
-> class 1\|1 [0.895]
Rule 10/135: (6.2, lift 15.2)
PC2 <= 2.5099
PC7 > 7.681071
-> class 1\|1 [0.878]
Rule 10/136: (4, lift 14.4)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > -0.2065834
PC51 <= -0.6793012
-> class 1\|1 [0.833]
Rule 10/137: (54.7/9.3, lift 14.1)
PC1 > -0.430681
PC6 <= -1.374883
PC8 <= 0.4784799
PC15 > -3.075166
PC19 <= -1.679154
PC71 > -0.856258
-> class 1\|1 [0.818]
Rule 10/138: (254.6/64.8, lift 12.8)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 2.110574
PC16 <= -2.0107
PC88 > 0.007153281
-> class 1\|1 [0.743]
Rule 10/139: (1311.9/840.3, lift 6.2)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.360]
Rule 10/140: (139.6, lift 15.6)
PC1 > 4.677061
PC3 <= 0.09497605
PC6 > -1.374883
PC9 <= -0.2464361
PC19 <= -1.679154
PC79 <= 0.6500567
-> class 1\|2 [0.993]
Rule 10/141: (81.5, lift 15.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -2.0107
PC84 > 0.5250967
-> class 1\|2 [0.988]
Rule 10/142: (76.2, lift 15.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > -1.68035
PC14 <= 0.6629388
PC16 > 0.3594292
PC43 > -0.108369
PC50 > -0.2163485
PC57 > -1.258103
PC65 <= 0.5879331
PC100 <= 0.510457
-> class 1\|2 [0.987]
Rule 10/143: (60.2, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC3 <= 1.077285
PC14 <= 0.6629388
PC16 > 0.3594292
PC50 <= -0.2163485
PC65 <= 0.5879331
-> class 1\|2 [0.984]
Rule 10/144: (53.5, lift 15.4)
PC1 > -0.1814509
PC2 <= 2.5099
PC4 <= -1.68035
PC16 > -2.0107
PC82 > -0.6806296
-> class 1\|2 [0.982]
Rule 10/145: (39.5, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > -1.68035
PC14 <= 0.6629388
PC16 > 0.3594292
PC19 <= 1.907495
PC56 > 0.3922195
PC57 > -1.258103
PC65 <= 0.5879331
-> class 1\|2 [0.976]
Rule 10/146: (178.1/5, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC14 <= 0.6629388
PC16 > 0.3594292
PC34 > -0.7834614
PC43 > -0.5487587
PC65 <= 0.5879331
PC68 > -1.693282
PC100 > 0.510457
-> class 1\|2 [0.967]
Rule 10/147: (24.5, lift 15.0)
PC2 <= 2.5099
PC17 > 4.332971
PC57 > -1.258103
-> class 1\|2 [0.960]
Rule 10/148: (20.5, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC63 <= -1.455538
-> class 1\|2 [0.956]
Rule 10/149: (19.4, lift 15.0)
PC1 > -0.1814509
PC15 > -3.075166
PC48 > 0.6985834
PC61 <= -0.6122087
-> class 1\|2 [0.953]
Rule 10/150: (70.1/3.2, lift 14.8)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 1.077285
PC26 <= -1.26731
PC50 <= -0.2163485
PC65 <= 0.5879331
-> class 1\|2 [0.942]
Rule 10/151: (15.2, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC83 <= -0.5257682
-> class 1\|2 [0.942]
Rule 10/152: (13.4, lift 14.7)
PC1 > -0.1814509
PC3 > 0.09497605
PC14 > 0.6629388
PC60 > -1.124229
PC61 > 0.8495589
-> class 1\|2 [0.935]
Rule 10/153: (12.6, lift 14.5)
PC11 > 2.110574
PC13 <= 0.2095596
PC16 <= -2.0107
PC66 > -0.1660837
-> class 1\|2 [0.926]
Rule 10/154: (10.4, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC65 > 0.3660693
-> class 1\|2 [0.919]
Rule 10/155: (10.2, lift 14.4)
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC22 <= -2.091307
-> class 1\|2 [0.918]
Rule 10/156: (8.2, lift 14.1)
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > 0.8676775
PC16 > 0.3594292
-> class 1\|2 [0.902]
Rule 10/157: (19.7/1.4, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC15 <= -3.075166
PC50 <= -0.4979096
-> class 1\|2 [0.891]
Rule 10/158: (33.3/3, lift 13.9)
PC1 > -0.430681
PC13 <= 0.2095596
PC31 <= -1.264104
PC66 <= -0.1660837
-> class 1\|2 [0.887]
Rule 10/159: (104.8/12.7, lift 13.7)
PC3 > 0.09497605
PC15 > -3.075166
PC16 > 0.3594292
PC17 <= 4.332971
PC19 <= 1.907495
PC48 <= 0.6985834
PC65 <= 0.5879331
PC98 <= -0.5526988
-> class 1\|2 [0.871]
Rule 10/160: (5.8, lift 13.5)
PC1 > -0.430681
PC16 > 0.3594292
PC50 <= -0.2163485
PC51 > 0.1291597
PC69 <= -0.4849659
PC100 <= 0.510457
-> class 1\|2 [0.863]
Rule 10/161: (22.3/9.4, lift 9.0)
PC1 > -0.430681
PC2 <= 2.5099
PC13 > 0.2095596
PC16 <= -2.0107
-> class 1\|2 [0.573]
Rule 10/162: (1081.5/462.7, lift 9.0)
PC1 > 0.6041246
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -2.0107
PC48 <= 0.6985834
PC57 > -1.258103
-> class 1\|2 [0.572]
Rule 10/163: (395.2/193.5, lift 8.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
-> class 1\|2 [0.510]
Rule 10/164: (257.5/0.6, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC4 <= 0.8676775
PC8 <= 2.240701
PC16 > 0.3594292
PC17 <= 4.332971
PC19 <= 1.907495
PC26 > -1.26731
PC50 <= -0.2163485
PC51 <= 0.1291597
PC56 <= 0.3922195
PC84 <= 0.5250967
PC98 > -0.5526988
PC100 <= 0.510457
-> class 1\|3 [0.994]
Rule 10/165: (132.3/0.4, lift 15.3)
PC1 > 0.6041246
PC3 > 0.09497605
PC4 > -1.68035
PC6 > 1.084966
PC13 > -0.2205511
PC15 > -3.075166
PC16 > -2.0107
PC16 <= 0.3594292
PC39 <= 0.3641718
PC48 <= 0.6985834
PC83 > -0.4936549
PC89 > -0.1881214
-> class 1\|3 [0.990]
Rule 10/166: (101.9, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC8 <= 2.240701
PC16 > 0.3594292
PC48 <= 0.6985834
PC65 > 0.5879331
-> class 1\|3 [0.990]
Rule 10/167: (56.5, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.3594292
PC19 <= 1.907495
PC38 > 0.3581017
PC84 <= 0.5250967
-> class 1\|3 [0.983]
Rule 10/168: (191.4/3.4, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.530685
PC5 > -5.914125
PC16 > 0.9959877
PC51 <= -0.7457969
PC55 <= 0.6836692
PC60 > -0.9224108
-> class 1\|3 [0.977]
Rule 10/169: (176.7/3.8, lift 15.1)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.09497605
PC14 > 0.6629388
PC16 > 0.3594292
PC37 > -0.9412288
PC60 > -1.124229
PC61 <= 0.8495589
PC84 <= 0.5250967
-> class 1\|3 [0.973]
Rule 10/170: (296/16.1, lift 14.6)
PC2 <= 2.5099
PC3 > 1.077285
PC4 <= 0.8676775
PC8 <= 2.240701
PC16 > 0.3594292
PC17 <= 4.332971
PC19 <= 1.907495
PC26 > -1.26731
PC37 > -0.9412288
PC50 <= -0.2163485
PC56 <= 0.3922195
PC60 > -1.124229
PC69 > -0.4849659
PC84 <= 0.5250967
PC98 > -0.5526988
PC100 <= 0.510457
-> class 1\|3 [0.943]
Rule 10/171: (12.2, lift 14.4)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.09497605
PC8 <= 2.240701
PC16 > 0.3594292
PC34 <= -0.7834614
PC84 <= 0.5250967
-> class 1\|3 [0.930]
Rule 10/172: (150.9/10.3, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.3594292
PC19 <= 1.907495
PC43 <= -0.108369
PC50 > -0.2163485
PC100 <= 0.510457
-> class 1\|3 [0.926]
Rule 10/173: (31.9/2.1, lift 14.1)
PC1 > -0.1814509
PC3 > 0.09497605
PC4 > -1.68035
PC8 > 2.240701
PC15 > -3.075166
PC16 > -2.0107
PC19 <= 1.907495
PC25 <= -0.0455461
PC84 <= 0.5250967
-> class 1\|3 [0.910]
Rule 10/174: (9.8, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= -0.2464361
PC15 > -3.075166
PC79 > 0.6500567
-> class 1\|3 [0.909]
Rule 10/175: (5.5, lift 13.4)
PC1 > -0.430681
PC1 <= 4.677061
PC3 <= 0.09497605
PC8 <= 0.4784799
PC9 <= -0.2464361
PC19 <= -1.679154
PC71 > -0.856258
-> class 1\|3 [0.867]
Rule 10/176: (197.2/35.6, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC8 <= 2.240701
PC16 > 0.3594292
PC68 <= -1.693282
PC84 <= 0.5250967
-> class 1\|3 [0.816]
Rule 10/177: (82.3, lift 14.8)
PC1 > -0.1814509
PC3 <= 0.09497605
PC8 > 0.4784799
PC9 > -2.489837
PC9 <= -0.2464361
PC12 > -0.1327736
PC72 > -0.6012824
-> class 2\|0 [0.988]
Rule 10/178: (61.1, lift 14.7)
PC8 > 2.272961
PC19 <= -0.03756655
PC21 > 0.05605728
PC53 > 0.9464185
PC71 <= 0.9115143
PC97 > -0.265904
-> class 2\|0 [0.984]
Rule 10/179: (422.4/6.1, lift 14.7)
PC8 > 2.272961
PC10 <= 0.4664886
PC19 <= -0.03756655
PC20 <= 0.1166532
PC21 > 0.05605728
PC28 <= 0.1391531
PC46 <= 1.24209
PC59 <= 0.2586897
PC70 <= 0.06324595
PC97 > -0.265904
-> class 2\|0 [0.983]
Rule 10/180: (89.8/0.7, lift 14.7)
PC1 <= -0.430681
PC2 > -1.074925
PC8 > 0.9433812
PC36 > 0.09076007
PC36 <= 0.3500793
PC75 > -0.09048533
PC94 <= 0.03713881
PC96 <= 0.325923
-> class 2\|0 [0.982]
Rule 10/181: (345.9/5.2, lift 14.7)
PC8 > 2.272961
PC19 <= -0.03756655
PC20 <= 0.1166532
PC24 <= 0.571845
PC28 <= 0.1391531
PC32 > -2.091555
PC39 <= 0.8557313
PC70 <= -0.04163877
PC71 <= 0.9115143
PC97 > -0.265904
-> class 2\|0 [0.982]
Rule 10/182: (239.7/6.7, lift 14.5)
PC8 > 2.272961
PC10 <= 0.4664886
PC11 > -0.5610121
PC16 <= 0.5720171
PC19 <= -0.03756655
PC20 <= 0.1166532
PC21 > 0.05605728
PC28 <= 0.1391531
PC46 <= 1.24209
PC59 <= 0.2586897
PC67 > -0.1835189
PC97 > -0.265904
-> class 2\|0 [0.968]
Rule 10/183: (13.3, lift 14.0)
PC1 <= -0.430681
PC6 > -0.9504476
PC8 > 1.104598
PC8 <= 2.272961
PC12 > 1.703315
-> class 2\|0 [0.935]
Rule 10/184: (18.2/1.5, lift 13.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 2.272961
PC12 > 1.703315
PC66 > -0.3298688
PC98 > 0.592828
-> class 2\|0 [0.878]
Rule 10/185: (43.7/4.9, lift 13.0)
PC2 <= -1.074925
PC8 > 1.104598
PC8 <= 2.272961
PC12 > 1.703315
PC26 <= 4.11563
PC62 <= -1.206098
PC98 <= 0.592828
-> class 2\|0 [0.872]
Rule 10/186: (268.8/44.4, lift 12.5)
PC1 <= -0.430681
PC8 > 2.272961
PC10 <= -0.2725354
-> class 2\|0 [0.832]
Rule 10/187: (30.8/12.9, lift 8.6)
PC1 > -0.1814509
PC2 <= 2.5099
PC9 <= -0.2464361
PC15 > -3.075166
PC19 > -1.679154
PC44 > 1.140118
PC86 <= 0.661262
-> class 2\|0 [0.575]
Rule 10/188: (902.9/501.2, lift 6.7)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > 0.08273966
PC16 > -2.0107
-> class 2\|0 [0.445]
Rule 10/189: (116.2, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC28 <= -0.2656237
-> class 2\|1 [0.992]
Rule 10/190: (93.9, lift 9.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.6898082
PC12 <= 1.703315
PC22 <= -0.8867117
PC44 <= 0.3712398
PC97 > 0.3241445
-> class 2\|1 [0.990]
Rule 10/191: (245.6/2.9, lift 9.3)
PC2 <= -1.074925
PC8 > 0.6898082
PC8 <= 2.246104
PC12 <= 1.703315
PC22 > -0.8867117
PC62 > -1.319855
PC67 <= 0.2871534
PC71 <= 0.399435
PC88 <= 0.5226468
-> class 2\|1 [0.984]
Rule 10/192: (61.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC32 <= -2.091555
PC70 <= -0.04163877
PC97 > -0.265904
-> class 2\|1 [0.984]
Rule 10/193: (46.6, lift 9.3)
PC2 > -1.563518
PC2 <= -1.074925
PC8 > 0.6898082
PC8 <= 2.272961
PC12 <= 1.703315
PC71 <= 0.399435
PC97 <= 0.3241445
PC99 <= 1.33899
-> class 2\|1 [0.978]
Rule 10/194: (98.5/1.2, lift 9.3)
PC2 <= -1.074925
PC8 > 2.110449
PC8 <= 2.246104
PC12 <= 1.703315
PC71 <= 0.399435
-> class 2\|1 [0.978]
Rule 10/195: (39.8, lift 9.3)
PC1 <= -0.430681
PC2 > -1.934819
PC2 <= 2.5099
PC6 <= 1.433258
PC8 > -0.2065834
PC8 <= 0.6898082
PC14 > -1.12137
PC74 > -0.5891837
-> class 2\|1 [0.976]
Rule 10/196: (37.8, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.6898082
PC22 <= -0.8867117
PC81 <= -0.2088361
-> class 2\|1 [0.975]
Rule 10/197: (34.1, lift 9.2)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 2.272961
PC36 <= 0.09076007
PC75 > -0.09048533
-> class 2\|1 [0.972]
Rule 10/198: (163.6/3.7, lift 9.2)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.6898082
PC8 <= 2.272961
PC12 <= 1.703315
PC33 <= 0.509596
PC44 > 0.3712398
-> class 2\|1 [0.971]
Rule 10/199: (166.5/4.1, lift 9.2)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.6898082
PC8 <= 2.272961
PC12 <= 1.703315
PC71 > 0.399435
-> class 2\|1 [0.970]
Rule 10/200: (30.2, lift 9.2)
PC1 <= -0.430681
PC8 > 0.6898082
PC8 <= 2.272961
PC19 <= -2.213087
PC44 <= 0.3712398
-> class 2\|1 [0.969]
Rule 10/201: (77.8/1.5, lift 9.2)
PC1 <= -0.430681
PC6 <= -0.9504476
PC8 > 1.104598
PC8 <= 2.272961
PC12 > 1.703315
PC62 > -1.206098
PC98 <= 0.592828
-> class 2\|1 [0.968]
Rule 10/202: (29.3, lift 9.2)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 2.272961
PC75 > -0.09048533
PC94 > 0.03713881
-> class 2\|1 [0.968]
Rule 10/203: (124.4/3, lift 9.2)
PC1 <= -0.430681
PC8 > 2.272961
PC21 <= 0.05605728
PC24 <= 0.571845
PC70 > -0.04163877
-> class 2\|1 [0.968]
Rule 10/204: (20.7, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 0.6898082
PC14 > -1.12137
PC53 <= -1.081494
-> class 2\|1 [0.956]
Rule 10/205: (20.1, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2518594
PC8 <= 0.6898082
PC51 <= 0.3526994
PC74 > -0.5891837
PC88 <= -0.2674662
-> class 2\|1 [0.955]
Rule 10/206: (45.1/1.2, lift 9.1)
PC1 <= -0.430681
PC8 > 2.272961
PC11 <= -0.5610121
PC16 <= 0.5720171
PC70 > 0.06324595
-> class 2\|1 [0.954]
Rule 10/207: (19.1, lift 9.0)
PC2 <= 2.5099
PC16 <= -2.0107
PC21 > 0.9837545
PC66 <= -0.1660837
-> class 2\|1 [0.953]
Rule 10/208: (31.8/0.6, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 1.104598
PC12 > 1.703315
PC30 > 0.2127471
PC70 <= 0.2902557
PC89 <= 0.002573911
-> class 2\|1 [0.952]
Rule 10/209: (18, lift 9.0)
PC1 > -0.430681
PC3 <= 0.09497605
PC8 > 0.4784799
PC9 <= -0.2464361
PC12 <= -0.1327736
-> class 2\|1 [0.950]
Rule 10/210: (315.5/15.3, lift 9.0)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.6898082
PC8 <= 2.246104
PC12 <= 1.703315
PC20 <= 0.2133572
PC22 > -0.8867117
PC42 > -0.5777001
PC62 > -1.319855
PC88 <= 0.5226468
-> class 2\|1 [0.949]
Rule 10/211: (16.8, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.433258
PC8 > 0.2518594
PC8 <= 0.6898082
PC12 <= 1.703315
PC14 > -1.12137
PC47 <= -0.3046015
PC76 <= 0.1057445
-> class 2\|1 [0.947]
Rule 10/212: (16.8/0.2, lift 8.9)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2065834
PC8 <= 0.6898082
PC28 <= -0.1246673
-> class 2\|1 [0.936]
Rule 10/213: (10.5, lift 8.7)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > -0.2065834
PC36 > 0.3500793
PC75 > -0.09048533
-> class 2\|1 [0.920]
Rule 10/214: (111.3/8.7, lift 8.7)
PC2 <= -8.975098
-> class 2\|1 [0.914]
Rule 10/215: (8, lift 8.5)
PC1 > -0.430681
PC3 <= 0.09497605
PC16 > -2.0107
PC19 <= -1.679154
PC71 <= -0.856258
-> class 2\|1 [0.900]
Rule 10/216: (48/4.3, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC12 > 5.117099
-> class 2\|1 [0.894]
Rule 10/217: (18.8/1.3, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 0.6898082
PC12 <= 1.703315
PC45 > 0.3823274
-> class 2\|1 [0.888]
Rule 10/218: (23.7/2.3, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 0.6898082
PC12 <= 1.703315
PC14 <= -1.12137
-> class 2\|1 [0.870]
Rule 10/219: (83.9/11.5, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC29 <= 0.2788967
PC32 <= -2.545227
PC57 > -0.2091191
-> class 2\|1 [0.855]
Rule 10/220: (75.6/12.6, lift 7.8)
PC1 <= -0.430681
PC8 > 2.272961
PC24 <= 0.571845
PC67 <= -0.1835189
PC70 > 0.06324595
-> class 2\|1 [0.825]
Rule 10/221: (32/5.4, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC33 <= -0.4557476
PC45 <= 0.4453568
PC57 > -0.2091191
PC66 <= 0.7007316
PC98 <= -0.8824486
PC100 <= 3.410604
-> class 2\|1 [0.812]
Rule 10/222: (53.1/11.6, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 0.07538287
PC8 > 0.2518594
PC14 > -1.12137
PC74 > -0.5891837
PC76 <= 0.1057445
-> class 2\|1 [0.771]
Rule 10/223: (42.6/9.8, lift 7.2)
PC2 <= 2.5099
PC6 <= 1.433258
PC8 > -0.2065834
PC8 <= 0.6898082
PC46 > -0.9126658
PC51 > 0.3526994
PC74 > -0.5891837
PC91 > -1.06635
-> class 2\|1 [0.757]
Rule 10/224: (15.9/3.6, lift 7.1)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > 0.08273966
PC18 <= 1.296624
PC36 <= -0.01591384
-> class 2\|1 [0.744]
Rule 10/225: (43.5/15.7, lift 6.0)
PC2 <= 2.5099
PC8 > -2.684477
PC36 > -0.7236297
PC45 > 0.3222792
PC57 <= -0.2091191
-> class 2\|1 [0.633]
Rule 10/226: (1564.1/713, lift 5.2)
PC1 <= -0.430681
PC8 > 2.272961
-> class 2\|1 [0.544]
Rule 10/227: (87.8, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.329367
PC8 <= -0.2065834
PC12 <= 5.117099
PC32 <= 1.306595
PC33 > -0.4557476
PC41 <= 2.833062
PC66 <= 0.7007316
PC67 > 0.4893844
-> class 2\|2 [0.989]
Rule 10/228: (91.7, lift 11.0)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -1.329367
PC8 <= -0.2065834
PC12 <= 5.117099
PC28 > 0.04907383
PC29 <= 0.2788967
PC32 > -2.545227
PC66 <= 0.7007316
PC100 <= 3.410604
-> class 2\|2 [0.989]
Rule 10/229: (76.1, lift 11.0)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC23 > -0.9372438
PC33 <= -0.4557476
PC45 <= 0.4453568
PC98 > -0.8824486
PC100 <= 3.410604
-> class 2\|2 [0.987]
Rule 10/230: (111.8/1.1, lift 10.9)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -1.329367
PC8 <= -0.2065834
PC20 > 0.1362111
PC20 <= 0.383405
PC63 > 0.06407528
PC68 > -1.368178
-> class 2\|2 [0.982]
Rule 10/231: (49.6, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC12 <= 5.117099
PC36 <= -0.7236297
-> class 2\|2 [0.981]
Rule 10/232: (56/0.2, lift 10.9)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 <= 2.272961
PC12 <= 1.703315
PC22 > -0.8867117
PC42 <= -0.5777001
PC67 > 0.2871534
PC99 <= 1.33899
-> class 2\|2 [0.979]
Rule 10/233: (40.6, lift 10.9)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC12 <= 5.117099
PC33 <= -0.3275445
PC39 <= 0.4334044
PC45 <= 0.4453568
PC57 > -0.2091191
PC66 <= 0.7007316
PC70 <= 0.1669734
PC100 <= 3.410604
-> class 2\|2 [0.975]
Rule 10/234: (180.2/4.3, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC15 <= 3.794996
PC20 <= 0.383405
PC29 <= 0.2788967
PC32 <= 1.306595
PC35 <= 0.9875553
PC38 > -0.5710974
PC66 <= 0.7007316
PC69 > -0.1335943
PC70 > 0.1669734
PC70 <= 0.4516251
PC78 > -0.04845232
PC87 <= 0.3100585
-> class 2\|2 [0.971]
Rule 10/235: (98.4/2, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC15 > -2.186466
PC15 <= 3.794996
PC32 > -2.545227
PC33 > -0.4557476
PC35 <= 0.9875553
PC39 > 0.4334044
PC66 <= 0.7007316
-> class 2\|2 [0.970]
Rule 10/236: (40.4/0.4, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC15 <= 3.794996
PC29 <= 0.2788967
PC33 > -0.4557476
PC68 > -1.368178
PC86 > 1.04179
PC100 <= 3.410604
-> class 2\|2 [0.968]
Rule 10/237: (22.5, lift 10.7)
PC1 > -0.430681
PC3 <= 0.09497605
PC8 <= 0.4784799
PC9 <= -0.2464361
PC15 > -3.075166
PC19 > -1.679154
PC44 <= 1.140118
PC86 <= 0.661262
PC98 > 0.3575567
-> class 2\|2 [0.959]
Rule 10/238: (62.4/1.7, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC15 > -2.186466
PC20 > 0.383405
PC32 > -2.545227
PC33 > -0.4557476
PC35 <= 0.9875553
PC57 > -0.2091191
-> class 2\|2 [0.959]
Rule 10/239: (59.2/1.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.329367
PC8 <= -0.2065834
PC12 <= 5.117099
PC15 > -2.186466
PC33 > -0.3275445
PC49 <= -0.4523354
PC66 <= 0.7007316
PC100 <= 3.410604
-> class 2\|2 [0.955]
Rule 10/240: (87.1/4, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC29 <= 0.2788967
PC35 <= 0.9875553
PC38 > -0.5710974
PC45 <= 0.4453568
PC70 > 0.1669734
PC71 > -0.3637459
PC78 > -0.04845232
-> class 2\|2 [0.944]
Rule 10/241: (49.9/2, lift 10.5)
PC8 > -2.312642
PC8 <= -0.2065834
PC15 <= 3.794996
PC35 <= 0.9875553
PC41 > 2.833062
PC70 <= 0.1669734
PC100 <= 3.410604
-> class 2\|2 [0.942]
Rule 10/242: (16.5, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC15 > -2.186466
PC15 <= 3.794996
PC28 > -0.2656237
PC32 > 1.306595
PC33 > -0.4557476
PC35 <= 0.9875553
PC39 <= 0.4334044
-> class 2\|2 [0.942]
Rule 10/243: (63.2/3.2, lift 10.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC15 <= 4.641573
PC38 > 0.1580302
PC49 <= -0.2072445
-> class 2\|2 [0.936]
Rule 10/244: (18.8/0.4, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC12 <= 5.117099
PC48 > 0.2562707
PC66 > 0.7007316
-> class 2\|2 [0.935]
Rule 10/245: (15.5/0.1, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 1.104598
PC12 > 1.703315
PC26 <= 4.11563
PC28 > -0.0453077
PC30 <= 0.2127471
PC66 > -0.3298688
PC70 <= 0.2902557
PC98 <= 0.592828
-> class 2\|2 [0.935]
Rule 10/246: (57/2.9, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC12 <= -0.05278913
PC29 > 0.2788967
PC82 > -0.2344068
-> class 2\|2 [0.933]
Rule 10/247: (151.3/10.2, lift 10.3)
PC1 <= -0.430681
PC2 <= -1.563518
PC8 > 0.6898082
PC8 <= 2.110449
PC19 > -2.213087
PC22 <= -0.8867117
PC44 <= 0.3712398
PC60 > -1.798167
PC71 <= 0.399435
PC81 > -0.2088361
PC97 <= 0.3241445
-> class 2\|2 [0.927]
Rule 10/248: (300.4/21, lift 10.3)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC9 > -4.402143
PC12 <= 5.117099
PC15 > -2.709436
PC32 <= 1.917393
PC36 > -0.5806515
PC45 <= 0.3222792
PC57 <= -0.2091191
PC76 <= 0.5956997
PC100 <= 3.410604
-> class 2\|2 [0.927]
Rule 10/249: (18.5/1, lift 10.1)
PC1 <= -0.430681
PC6 > 5.545538
PC8 > -2.312642
PC8 <= -0.2065834
PC15 <= 3.794996
PC86 <= 1.04179
-> class 2\|2 [0.904]
Rule 10/250: (125.6/13, lift 9.9)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2065834
PC8 <= 2.272961
PC20 > 0.2133572
PC42 > -0.5777001
PC67 > 0.2871534
-> class 2\|2 [0.891]
Rule 10/251: (8.3/0.1, lift 9.9)
PC1 <= -0.430681
PC2 > -8.975098
PC8 > -2.684477
PC8 <= -2.312642
PC29 <= 0.2788967
PC30 > 0.2534839
PC66 <= 0.7007316
-> class 2\|2 [0.889]
Rule 10/252: (16.9/1.2, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2065834
PC20 > 0.8294119
-> class 2\|2 [0.885]
Rule 10/253: (81.1/10.7, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.312642
PC8 <= -0.2065834
PC12 <= 5.117099
PC28 > -0.2656237
PC29 <= 0.2788967
PC66 <= 0.7007316
PC68 <= -1.368178
-> class 2\|2 [0.860]
Rule 10/254: (31.7/3.8, lift 9.6)
PC1 <= -0.430681
PC8 > 2.246104
PC8 <= 2.272961
PC12 <= 1.703315
PC71 <= 0.399435
-> class 2\|2 [0.859]
Rule 10/255: (75.1/16.2, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2065834
PC25 > 0.2354798
PC38 <= 0.1580302
PC85 <= -0.01013124
PC97 > -0.1140326
-> class 2\|2 [0.777]
Rule 10/256: (21.3/5.6, lift 8.0)
PC1 <= -0.430681
PC8 > 0.6898082
PC8 <= 2.272961
PC12 <= 1.703315
PC22 > -0.8867117
PC62 > -1.319855
PC71 <= 0.399435
PC88 > 0.5226468
PC99 <= 1.33899
-> class 2\|2 [0.715]
Rule 10/257: (37.6/10.4, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 1.104598
PC12 > 1.703315
PC26 <= 4.11563
PC28 > -0.0453077
PC66 > -0.3298688
PC89 > 0.002573911
-> class 2\|2 [0.713]
Rule 10/258: (613.4/178.3, lift 7.9)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2065834
PC8 <= 0.6898082
PC12 <= 1.703315
PC99 <= 1.33899
-> class 2\|2 [0.709]
Rule 10/259: (12.4/3.3, lift 7.8)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > -0.2065834
PC8 <= 2.272961
PC51 > -0.6793012
PC75 <= -0.09048533
-> class 2\|2 [0.704]
Rule 10/260: (9.9/2.9, lift 7.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC85 <= -0.01013124
PC94 <= -2.653747
-> class 2\|2 [0.670]
Rule 10/261: (61.6, lift 8.9)
PC1 <= -0.430681
PC8 <= -2.684477
PC15 > 4.641573
-> class 2\|3 [0.984]
Rule 10/262: (96.5/0.9, lift 8.9)
PC1 <= -0.430681
PC8 <= -2.684477
PC20 <= 0.8294119
PC22 <= -1.852043
-> class 2\|3 [0.981]
Rule 10/263: (191/5.8, lift 8.7)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -2.312642
PC15 > -2.186466
PC29 <= 0.2788967
PC30 <= 0.2534839
PC33 > -0.4557476
PC57 > -0.2091191
PC66 <= 0.7007316
-> class 2\|3 [0.965]
Rule 10/264: (18.1, lift 8.6)
PC1 <= -0.430681
PC8 <= 2.272961
PC12 > 1.703315
PC26 > 4.11563
-> class 2\|3 [0.950]
Rule 10/265: (229.2/121.9, lift 4.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 > -1.696486
PC15 <= -3.075166
-> class 2\|3 [0.469]
Rule 10/266: (11857.1/9657.4, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.186]
Rule 10/267: (104.5, lift 24.4)
PC1 <= -0.430681
PC8 > -6.498019
PC8 <= -2.684477
PC16 <= 0.07408401
PC24 <= 0.02965583
PC38 <= 0.1580302
PC74 <= 1.005751
PC84 > -0.2814895
PC85 > -0.01013124
-> class 2\|4 [0.990]
Rule 10/268: (81.3/0.3, lift 24.2)
PC1 > -0.430681
PC2 <= -0.4100847
PC5 > -1.696486
PC14 <= 1.485917
PC15 <= -3.075166
PC16 > -2.0107
PC67 <= 0.5156994
PC88 <= 0.02790001
-> class 2\|4 [0.985]
Rule 10/269: (143.6/1.4, lift 24.2)
PC1 <= -0.430681
PC8 <= -2.684477
PC38 <= 0.1580302
PC72 > -0.504717
PC74 <= 1.005751
PC85 > 0.7464535
-> class 2\|4 [0.984]
Rule 10/270: (59.4, lift 24.2)
PC2 <= 2.5099
PC8 > -6.498019
PC8 <= -2.684477
PC16 <= 0.07408401
PC40 > 0.6674942
PC49 > 0.09838086
PC72 > -0.504717
PC85 > -0.01013124
-> class 2\|4 [0.984]
Rule 10/271: (39.5, lift 24.0)
PC6 > 0.1156972
PC8 <= -2.684477
PC16 <= 0.07408401
PC49 <= 0.09838086
PC60 > 1.190482
PC72 > -0.504717
PC74 <= 1.005751
PC85 > -0.01013124
PC89 <= 0.4733616
-> class 2\|4 [0.976]
Rule 10/272: (38.4, lift 24.0)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC12 > -0.05278913
PC29 > 0.2788967
PC57 > -0.2091191
PC82 > -0.2344068
-> class 2\|4 [0.975]
Rule 10/273: (245.1/6, lift 23.9)
PC1 <= -0.430681
PC5 <= 1.957913
PC6 <= 0.1156972
PC8 > -6.498019
PC8 <= -2.684477
PC22 > -1.852043
PC23 > 0.1205632
PC24 > 0.02965583
PC26 <= 3.239936
PC38 <= 0.1580302
PC45 <= 0.1423078
PC49 <= 0.09838086
PC72 > -0.504717
PC85 > -0.01013124
PC89 <= 0.4733616
-> class 2\|4 [0.972]
Rule 10/274: (27.2, lift 23.8)
PC6 > 0.1156972
PC8 > -6.498019
PC8 <= -2.684477
PC16 <= 0.07408401
PC41 <= -1.15951
PC72 > -0.504717
PC89 <= 0.4733616
-> class 2\|4 [0.966]
Rule 10/275: (25.5, lift 23.7)
PC1 <= -0.430681
PC8 <= -2.684477
PC25 <= 0.2354798
PC39 <= 0.2011399
PC43 > 1.698823
PC85 <= -0.01013124
PC94 > -2.653747
-> class 2\|4 [0.964]
Rule 10/276: (24.6, lift 23.7)
PC1 <= -0.430681
PC8 <= -2.684477
PC18 <= -0.2207
PC25 <= 0.2354798
PC38 <= 0.1580302
PC66 <= -0.07916607
PC81 <= -0.03806818
-> class 2\|4 [0.962]
Rule 10/277: (20.7, lift 23.5)
PC2 <= 2.5099
PC8 <= -2.684477
PC18 <= -0.2207
PC20 <= -0.02201807
PC25 <= 0.2354798
PC38 <= 0.1580302
PC66 <= -0.07916607
-> class 2\|4 [0.953]
Rule 10/278: (20.3, lift 23.4)
PC8 <= -2.684477
PC38 <= 0.1580302
PC55 > 3.555846
-> class 2\|4 [0.952]
Rule 10/279: (14.2, lift 23.1)
PC1 > -0.430681
PC2 > -2.626969
PC2 <= -0.4100847
PC15 <= -3.075166
PC16 > -2.0107
PC50 > -0.4979096
-> class 2\|4 [0.938]
Rule 10/280: (34/1.6, lift 22.8)
PC1 > -0.430681
PC3 <= 0.09497605
PC9 <= -0.2464361
PC19 > -1.679154
PC71 > 0.5719942
PC86 <= 0.661262
-> class 2\|4 [0.928]
Rule 10/281: (10.4, lift 22.6)
PC1 > -0.430681
PC2 <= 2.5099
PC5 > -1.696486
PC38 > 1.190677
-> class 2\|4 [0.919]
Rule 10/282: (12.1/0.9, lift 21.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC15 <= -2.186466
PC57 > 0.06787015
-> class 2\|4 [0.868]
Rule 10/283: (28.2/3.8, lift 20.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC29 <= 0.2788967
PC48 <= 0.2562707
PC57 > -0.2091191
PC66 > 0.7007316
PC81 <= -0.09694044
-> class 2\|4 [0.842]
Rule 10/284: (32.9/5.9, lift 19.8)
PC1 <= -0.430681
PC8 <= -2.684477
PC18 <= -0.2207
PC25 <= 0.2354798
PC38 <= 0.1580302
PC39 <= 0.2011399
PC66 > -0.07916607
PC85 <= -0.01013124
-> class 2\|4 [0.804]
Rule 10/285: (10.5/2.1, lift 18.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.2065834
PC28 > -0.2656237
PC32 > 1.917393
PC57 <= -0.2091191
-> class 2\|4 [0.750]
Default class: 2\|3
----- Trial 11: -----
Rules:
Rule 11/1: (61.8/0.1, lift 16.9)
PC4 <= -8.071015
PC18 > 1.725152
PC26 <= 0.6551214
PC97 <= -0.662299
-> class 0\|0 [0.983]
Rule 11/2: (69/0.2, lift 16.9)
PC4 > -8.071015
PC13 <= 6.880823
PC17 > 0.3553725
PC18 > 2.683598
PC26 <= 0.6551214
PC33 <= 3.237279
PC51 <= 0.6068897
PC58 <= -0.7764863
PC63 > -1.234706
PC87 <= 0.6524553
PC94 > -0.2185117
PC97 <= 0.2555704
-> class 0\|0 [0.983]
Rule 11/3: (219.2/3.3, lift 16.8)
PC7 > -0.9757992
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC19 <= 0.008498676
PC40 > 2.539887
PC82 > -1.37623
-> class 0\|0 [0.981]
Rule 11/4: (437.9/7.9, lift 16.8)
PC4 > -8.071015
PC10 > -7.258377
PC13 <= 6.880823
PC18 > 2.683598
PC19 <= 0.008498676
PC22 > -0.5050016
PC26 <= 0.6551214
PC33 <= 3.237279
PC38 <= 3.234724
PC51 <= 0.6068897
PC56 <= 0.7090798
PC58 > -0.7764863
PC63 > -1.234706
PC79 > -2.591075
PC87 <= 0.6524553
PC97 <= 0.2555704
-> class 0\|0 [0.980]
Rule 11/5: (45.4, lift 16.8)
PC2 <= 6.63899
PC4 <= -8.071015
PC18 > 1.725152
PC56 <= -0.4952962
-> class 0\|0 [0.979]
Rule 11/6: (46.5, lift 16.8)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC26 <= 0.6551214
PC33 <= 3.237279
PC52 > -6.357232
PC91 <= 2.682686
PC92 <= -0.8235921
PC97 > 0.2555704
-> class 0\|0 [0.979]
Rule 11/7: (43.4/0.1, lift 16.8)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC26 <= 0.6551214
PC52 > -6.357232
PC100 <= -0.929904
-> class 0\|0 [0.976]
Rule 11/8: (46.3/0.2, lift 16.7)
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC43 > -1.154644
PC67 > 0.2726204
PC91 <= 2.682686
PC97 > 0.2555704
-> class 0\|0 [0.975]
Rule 11/9: (213.5/5.9, lift 16.6)
PC4 > -8.071015
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC19 <= 0.008498676
PC22 > -0.5050016
PC33 <= 3.237279
PC49 <= 0.2614544
PC53 <= -0.8056883
PC56 <= 0.7090798
PC63 > -1.234706
PC97 <= 0.2555704
-> class 0\|0 [0.968]
Rule 11/10: (28.9, lift 16.6)
PC4 > -8.071015
PC13 <= 6.880823
PC18 > 1.725152
PC19 <= 0.008498676
PC33 <= 3.237279
PC43 <= -1.154644
PC52 > -6.357232
PC97 > 0.2555704
-> class 0\|0 [0.968]
Rule 11/11: (54.1/0.9, lift 16.6)
PC2 <= 6.63899
PC4 <= -8.071015
PC18 > 1.725152
PC90 <= 0.01276649
-> class 0\|0 [0.966]
Rule 11/12: (26.6, lift 16.6)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > -0.597527
PC40 <= -2.748798
PC86 <= -1.263183
-> class 0\|0 [0.965]
Rule 11/13: (68.7/2.9, lift 16.2)
PC2 <= 6.63899
PC4 <= -8.071015
PC18 > 1.725152
PC84 <= 0.05418011
-> class 0\|0 [0.944]
Rule 11/14: (41.5/1.7, lift 16.1)
PC2 <= 6.63899
PC4 <= -8.071015
PC18 > 1.725152
PC26 <= 0.6551214
PC78 <= -0.1263285
-> class 0\|0 [0.938]
Rule 11/15: (47.9/2.6, lift 15.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.1974562
PC13 <= -0.3155258
PC18 > -0.597527
PC18 <= 1.725152
PC47 <= -0.9079783
-> class 0\|0 [0.929]
Rule 11/16: (59.1/3.4, lift 15.9)
PC2 > 2.5099
PC12 > 0.2704921
PC13 <= 1.572708
PC17 <= 0.2186834
PC18 > 0.7212847
PC18 <= 1.725152
PC40 > -2.748798
PC93 > -1.122627
PC99 <= 0.4290221
-> class 0\|0 [0.928]
Rule 11/17: (145.9/11.5, lift 15.7)
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC26 <= 0.6551214
PC38 <= 3.234724
PC49 > 0.2614544
PC51 <= 0.6068897
PC56 <= 0.7090798
PC63 > 0.3291067
PC87 <= 0.6524553
PC97 <= 0.2555704
-> class 0\|0 [0.915]
Rule 11/18: (8.3, lift 15.4)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 0.7212847
PC18 <= 1.725152
PC43 <= -2.217216
-> class 0\|0 [0.898]
Rule 11/19: (7, lift 15.3)
PC13 > 6.880823
PC18 > 3.718587
PC31 > 0.1783828
-> class 0\|0 [0.889]
Rule 11/20: (128.9/14.4, lift 15.2)
PC3 > -1.155324
PC14 > -1.775794
PC18 > 1.725152
PC26 <= 0.6551214
PC40 <= 2.539887
PC43 > -1.154644
-> class 0\|0 [0.882]
Rule 11/21: (5, lift 14.7)
PC13 <= 6.880823
PC18 > 1.725152
PC33 <= 3.237279
PC97 > 0.2555704
PC98 > 1.189503
-> class 0\|0 [0.856]
Rule 11/22: (3.8, lift 14.2)
PC10 <= -7.303295
PC18 > 1.725152
PC26 <= 0.6551214
PC97 > 0.2555704
-> class 0\|0 [0.828]
Rule 11/23: (3.3, lift 13.9)
PC13 > 6.880823
PC18 > 3.718587
PC37 <= -0.2538081
-> class 0\|0 [0.810]
Rule 11/24: (130/37.2, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1860192
PC13 <= 1.572708
PC18 > -0.597527
-> class 0\|0 [0.711]
Rule 11/25: (43.2/0.5, lift 11.6)
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC52 <= -6.357232
-> class 0\|1 [0.968]
Rule 11/26: (76.3/1.6, lift 11.6)
PC14 > -1.775794
PC18 > -0.597527
PC26 <= 0.6551214
PC33 > 3.237279
PC40 > -2.748798
PC91 <= 2.682686
PC100 > -0.929904
-> class 0\|1 [0.967]
Rule 11/27: (92.3/2.2, lift 11.6)
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC18 <= 2.683598
PC38 > -1.015858
PC40 <= 2.539887
PC49 <= 0.2614544
PC53 > -0.8056883
PC97 <= 0.2555704
-> class 0\|1 [0.966]
Rule 11/28: (26.9, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC18 <= -0.597527
PC46 > -1.653768
PC94 > 1.092788
-> class 0\|1 [0.965]
Rule 11/29: (23.2/0.1, lift 11.5)
PC2 > 2.5099
PC3 > -0.6679491
PC3 <= 1.640775
PC18 > -0.597527
PC18 <= 1.725152
PC59 <= 0.2697162
PC77 <= 0.3405924
-> class 0\|1 [0.956]
Rule 11/30: (29.1/2.8, lift 10.5)
PC3 <= 1.640775
PC18 <= -0.597527
PC19 <= 0.6316684
PC46 > -1.653768
PC54 <= 3.096431
PC70 <= 2.60459
PC78 > 2.745598
-> class 0\|1 [0.878]
Rule 11/31: (70.2/11, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC17 > -2.007643
PC18 <= -0.597527
PC99 > -2.727979
-> class 0\|1 [0.833]
Rule 11/32: (112.5/18.1, lift 10.0)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 1.725152
PC18 <= 2.683598
PC19 <= 0.008498676
PC40 <= 2.539887
PC49 <= 0.2614544
PC63 > -1.234706
PC87 <= 0.6524553
PC97 <= 0.2555704
-> class 0\|1 [0.833]
Rule 11/33: (7.8/0.9, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.6433303
PC18 <= -0.597527
PC28 <= -0.05609887
PC78 <= 2.745598
-> class 0\|1 [0.805]
Rule 11/34: (17.3/2.9, lift 9.6)
PC10 <= -7.258377
PC18 > 2.683598
PC97 <= 0.2555704
PC100 > -0.929904
-> class 0\|1 [0.799]
Rule 11/35: (46.8/10.2, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.597527
PC46 <= -1.653768
PC87 > -1.711336
-> class 0\|1 [0.771]
Rule 11/36: (3526/2012.2, lift 5.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.597527
-> class 0\|1 [0.429]
Rule 11/37: (94.8, lift 9.6)
PC4 <= -6.879872
PC18 <= -0.597527
PC67 > 0.001233689
PC90 > 0.1579725
-> class 0\|2 [0.989]
Rule 11/38: (91.4, lift 9.6)
PC2 > 2.5099
PC8 <= -0.3005163
PC14 <= -1.775794
PC18 > -0.597527
PC42 > -2.541008
-> class 0\|2 [0.989]
Rule 11/39: (83, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.572708
PC18 > -0.597527
PC18 <= 0.7212847
PC40 > -2.748798
PC40 <= -1.017799
PC41 <= 0.1165162
-> class 0\|2 [0.988]
Rule 11/40: (66.6, lift 9.6)
PC13 > 6.880823
PC18 > -0.597527
PC18 <= 3.718587
PC58 > 2.487152
-> class 0\|2 [0.985]
Rule 11/41: (64.5/0.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.597527
PC40 <= -2.748798
PC75 <= -0.03743075
PC86 > -1.263183
-> class 0\|2 [0.983]
Rule 11/42: (145.8/1.8, lift 9.5)
PC2 > 2.5099
PC3 <= -0.6679491
PC6 <= 0.1860192
PC8 <= 0.131999
PC13 <= 1.572708
PC14 > -1.775794
PC18 > -0.597527
PC18 <= 0.7212847
PC40 > -2.748798
PC41 <= 0.1165162
PC48 > -0.3930171
PC59 <= 0.2697162
PC77 <= 0.3405924
PC85 > -2.089015
-> class 0\|2 [0.981]
Rule 11/43: (48.6, lift 9.5)
PC2 > 2.5099
PC13 > 1.572708
PC13 <= 6.880823
PC18 > -0.597527
PC18 <= 1.725152
PC97 > -0.02581947
-> class 0\|2 [0.979]
Rule 11/44: (83.1/1.2, lift 9.5)
PC4 <= -6.879872
PC7 > -0.7106125
PC18 > -2.305537
PC18 <= -0.597527
-> class 0\|2 [0.975]
Rule 11/45: (28.1, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.131999
PC13 <= 1.572708
PC18 > -0.597527
PC18 <= 0.7212847
PC40 > -2.748798
PC41 <= 0.1165162
PC67 > 0.217809
PC77 <= 0.3405924
PC85 > -2.089015
-> class 0\|2 [0.967]
Rule 11/46: (21.4, lift 9.3)
PC10 <= 3.607901
PC13 > 6.880823
PC18 > -0.597527
PC18 <= 3.718587
-> class 0\|2 [0.957]
Rule 11/47: (78/2.8, lift 9.3)
PC4 > -6.879872
PC5 <= 2.383095
PC18 <= -1.757131
PC19 <= 0.6316684
PC33 > 2.854491
PC54 <= 3.096431
PC71 > -0.551843
PC71 <= 0.7617124
PC99 > -2.727979
-> class 0\|2 [0.952]
Rule 11/48: (14.1, lift 9.1)
PC18 > 1.725152
PC19 > 0.008498676
PC59 <= -1.958482
-> class 0\|2 [0.938]
Rule 11/49: (100.3/5.9, lift 9.1)
PC3 <= 1.640775
PC5 > 2.383095
PC18 <= -0.597527
PC38 <= 1.509924
PC45 <= 2.456383
PC54 <= 3.096431
PC78 <= 2.745598
PC87 <= 1.152562
PC99 > -2.727979
-> class 0\|2 [0.932]
Rule 11/50: (27.3/1, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC14 > -1.775794
PC18 > -0.597527
PC18 <= 1.725152
PC47 > -0.9079783
PC90 <= -1.91949
-> class 0\|2 [0.931]
Rule 11/51: (23.9/1, lift 9.0)
PC2 > 2.5099
PC14 > -1.775794
PC18 > 0.7212847
PC18 <= 1.725152
PC65 <= -1.916134
-> class 0\|2 [0.924]
Rule 11/52: (182.3/14, lift 8.9)
PC13 > 6.880823
PC18 > 0.4228258
PC18 <= 3.718587
PC20 > -4.900248
PC34 > -0.9837109
PC97 > -6.190364
-> class 0\|2 [0.919]
Rule 11/53: (10.9, lift 8.9)
PC13 > 6.880823
PC18 > -0.597527
PC28 > 2.902539
-> class 0\|2 [0.918]
Rule 11/54: (9.8, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.1974562
PC13 <= 1.572708
PC18 > -0.597527
PC18 <= 1.725152
PC47 <= -0.9079783
-> class 0\|2 [0.916]
Rule 11/55: (8.1, lift 8.8)
PC13 > 6.880823
PC18 > 3.718587
PC20 <= -3.980935
-> class 0\|2 [0.901]
Rule 11/56: (17.6/1.5, lift 8.5)
PC2 > 2.5099
PC13 <= 6.880823
PC14 > -1.775794
PC18 > 0.7212847
PC18 <= 1.725152
PC93 <= -1.122627
-> class 0\|2 [0.874]
Rule 11/57: (55.2/7.2, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1860192
PC13 <= 1.572708
PC18 > -0.597527
PC18 <= 0.7212847
PC39 > 0.624705
PC59 <= 0.2697162
PC70 > -0.6247793
PC77 <= 0.3405924
PC90 > -1.91949
-> class 0\|2 [0.856]
Rule 11/58: (94.6/17, lift 7.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7106125
PC18 > -1.757131
PC18 <= -0.597527
PC44 > 0.6833789
PC45 <= 2.456383
PC54 <= 3.096431
PC98 > -1.342097
-> class 0\|2 [0.814]
Rule 11/59: (22.8/4, lift 7.8)
PC2 > 2.5099
PC13 <= 1.572708
PC18 > -0.597527
PC18 <= 1.725152
PC85 <= -2.089015
-> class 0\|2 [0.797]
Rule 11/60: (54.7/10.8, lift 7.7)
PC2 > 2.5099
PC3 <= 1.640775
PC54 <= 3.096431
PC70 > 2.60459
PC78 > 2.745598
PC99 > -2.727979
-> class 0\|2 [0.791]
Rule 11/61: (7672.3/5623.1, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.267]
Rule 11/62: (96.8, lift 11.5)
PC2 > 3.449985
PC4 <= 7.824315
PC5 <= 2.383095
PC18 <= -0.597527
PC20 <= -2.854838
PC34 > -2.289992
PC62 <= 0.8403376
PC64 <= -0.4885505
PC89 <= 1.077349
-> class 0\|3 [0.990]
Rule 11/63: (73.7, lift 11.5)
PC2 > 2.5099
PC4 <= 7.824315
PC5 <= 2.383095
PC7 > -0.7106125
PC18 <= -0.597527
PC63 <= 1.30634
PC98 <= -1.342097
-> class 0\|3 [0.987]
Rule 11/64: (73.8, lift 11.5)
PC10 > 3.607901
PC13 > 6.880823
PC18 > -0.597527
PC34 <= -0.9837109
PC58 <= 2.487152
-> class 0\|3 [0.987]
Rule 11/65: (75, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.597527
PC54 > 3.096431
-> class 0\|3 [0.986]
Rule 11/66: (62.3, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.824315
PC18 <= -0.597527
PC38 <= 1.509924
PC78 <= 2.745598
PC87 > 1.152562
-> class 0\|3 [0.984]
Rule 11/67: (60.1, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.597527
PC46 > -1.653768
PC99 <= -2.727979
-> class 0\|3 [0.983]
Rule 11/68: (152/1.5, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.879872
PC5 <= 2.383095
PC7 > -0.7106125
PC18 <= -1.757131
PC32 > -1.722358
PC33 <= 2.854491
PC47 <= -0.6009408
PC62 <= 0.8403376
PC63 <= 1.30634
-> class 0\|3 [0.983]
Rule 11/69: (52.8, lift 11.4)
PC2 > 2.5099
PC4 <= 7.824315
PC7 > -0.7106125
PC18 <= -0.597527
PC45 > 2.456383
PC78 <= 2.745598
-> class 0\|3 [0.982]
Rule 11/70: (78.9/0.7, lift 11.4)
PC2 > 3.449985
PC3 <= 1.640775
PC4 > -6.879872
PC4 <= 7.824315
PC9 <= 0.6433303
PC18 <= -1.757131
PC33 <= 2.854491
PC34 > -2.289992
PC63 > 0.5376515
PC63 <= 1.30634
PC64 <= -0.4885505
PC71 <= 0.7617124
PC89 <= 1.077349
-> class 0\|3 [0.980]
Rule 11/71: (47.5, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.383095
PC10 > 1.423542
PC18 > -1.757131
PC18 <= -0.597527
PC26 <= 0.6288806
PC80 <= 0.210486
PC94 <= 0.5125971
-> class 0\|3 [0.980]
Rule 11/72: (47.9, lift 11.4)
PC2 > 3.449985
PC3 <= 1.640775
PC4 > -6.879872
PC4 <= 7.824315
PC9 <= 0.6433303
PC18 <= -1.757131
PC33 <= 2.854491
PC43 > -1.984868
PC62 <= 0.8403376
PC63 <= 1.30634
PC64 <= -0.4628634
PC89 <= 1.077349
PC95 <= -0.09846061
-> class 0\|3 [0.979]
Rule 11/73: (44.2/0.2, lift 11.4)
PC2 > 2.5099
PC4 <= 7.824315
PC5 <= 2.383095
PC7 > -0.7106125
PC18 > -1.757131
PC18 <= -0.597527
PC63 <= 1.30634
PC78 <= 2.745598
PC88 <= -1.770669
-> class 0\|3 [0.975]
Rule 11/74: (32.2, lift 11.3)
PC2 > 2.5099
PC4 > -6.879872
PC4 <= 7.824315
PC18 <= -0.597527
PC26 <= 0.6288806
PC43 > 1.216024
PC46 <= 0.3749334
PC80 <= 0.210486
-> class 0\|3 [0.971]
Rule 11/75: (30.4, lift 11.3)
PC2 > 2.5099
PC4 <= 7.824315
PC7 > -0.7106125
PC18 <= -0.597527
PC40 <= -0.6920009
PC63 > 1.30634
-> class 0\|3 [0.969]
Rule 11/76: (51.2/0.7, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.879872
PC4 <= 7.824315
PC7 > -0.7106125
PC18 > -1.757131
PC18 <= -0.597527
PC54 > 1.155342
PC80 <= 0.210486
-> class 0\|3 [0.968]
Rule 11/77: (28.8, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC14 > -1.775794
PC18 > -0.597527
PC40 <= -2.748798
PC75 > -0.03743075
-> class 0\|3 [0.968]
Rule 11/78: (26.5, lift 11.2)
PC2 > 2.5099
PC4 > -6.879872
PC5 <= 2.383095
PC18 > -1.757131
PC18 <= -0.597527
PC42 > 2.424541
-> class 0\|3 [0.965]
Rule 11/79: (25.5, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC19 > 0.6316684
-> class 0\|3 [0.964]
Rule 11/80: (24.6, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC17 <= -2.007643
PC33 <= -1.425962
-> class 0\|3 [0.962]
Rule 11/81: (152.4/5.1, lift 11.2)
PC2 > 2.5099
PC4 <= 7.824315
PC7 > -0.7106125
PC18 <= -0.597527
PC38 > 1.509924
-> class 0\|3 [0.960]
Rule 11/82: (24.1, lift 11.2)
PC2 > 2.5099
PC13 > 1.572708
PC13 <= 6.880823
PC18 > -0.597527
PC18 <= 1.725152
PC40 > -2.748798
PC97 <= -0.02581947
-> class 0\|3 [0.960]
Rule 11/83: (22.2, lift 11.2)
PC4 > -6.879872
PC18 > -1.757131
PC18 <= -0.597527
PC26 <= 0.6288806
PC44 <= 0.6833789
PC50 > 0.424627
PC54 <= 1.155342
PC63 <= 1.30634
PC80 <= 0.210486
-> class 0\|3 [0.959]
Rule 11/84: (25.1/0.2, lift 11.1)
PC4 <= -6.879872
PC18 <= -2.305537
PC66 > 0.1430771
-> class 0\|3 [0.955]
Rule 11/85: (19.1, lift 11.1)
PC2 > 2.5099
PC14 <= -1.775794
PC42 <= -2.541008
-> class 0\|3 [0.953]
Rule 11/86: (25.4/0.5, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -4.529345
PC5 <= 2.383095
PC18 > -1.757131
PC18 <= -0.597527
PC35 > 0.1707816
PC44 <= 0.6833789
PC63 <= 1.30634
PC80 <= 0.210486
PC94 <= 0.5125971
-> class 0\|3 [0.947]
Rule 11/87: (12.9, lift 10.9)
PC4 <= -4.529345
PC6 > -0.2150508
PC18 > -1.757131
PC18 <= -0.597527
PC80 <= 0.210486
PC94 <= 0.5125971
-> class 0\|3 [0.933]
Rule 11/88: (11, lift 10.7)
PC4 > 7.824315
PC15 <= -1.287898
PC18 <= -0.597527
-> class 0\|3 [0.923]
Rule 11/89: (591.6/50.6, lift 10.6)
PC4 > -6.879872
PC4 <= 7.824315
PC7 > -0.7106125
PC7 <= 1.805081
PC9 <= 0.6433303
PC18 <= -1.757131
PC32 > -1.722358
PC32 <= 0.9692289
PC33 <= 2.854491
PC38 <= 1.478495
PC57 <= 1.423615
PC59 > -2.38706
PC63 <= 1.30634
PC64 > -0.4628634
PC71 <= 0.7617124
PC82 > -1.312534
-> class 0\|3 [0.913]
Rule 11/90: (65.2/6.1, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.879872
PC4 <= 7.824315
PC5 <= 2.383095
PC18 > -1.757131
PC18 <= -0.597527
PC44 <= 0.6833789
PC46 > 0.3749334
-> class 0\|3 [0.894]
Rule 11/91: (38.8/3.5, lift 10.4)
PC4 <= -6.879872
PC18 <= -2.305537
PC63 <= 1.30634
PC67 <= 0.001233689
-> class 0\|3 [0.889]
Rule 11/92: (6.5, lift 10.3)
PC2 > 2.5099
PC8 > -0.3005163
PC14 <= -1.775794
PC18 > -0.597527
-> class 0\|3 [0.883]
Rule 11/93: (158.2/18.2, lift 10.3)
PC2 > 2.5099
PC4 <= 7.824315
PC7 > -0.7106125
PC18 <= -0.597527
PC78 <= 2.745598
PC92 <= -1.575889
-> class 0\|3 [0.880]
Rule 11/94: (33.7/3.7, lift 10.1)
PC2 > 2.5099
PC7 <= -0.7106125
PC17 <= -2.007643
PC46 > -1.653768
PC82 <= -2.350466
-> class 0\|3 [0.868]
Rule 11/95: (197.5/30.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.879872
PC4 <= 7.824315
PC18 <= -1.757131
PC46 > -1.653768
PC63 <= 1.30634
PC71 <= -0.551843
-> class 0\|3 [0.841]
Rule 11/96: (52/7.7, lift 9.8)
PC4 <= -6.879872
PC7 > -0.7106125
PC18 <= -2.305537
PC72 > -0.08584301
PC90 <= 0.1579725
-> class 0\|3 [0.840]
Rule 11/97: (21.8/3, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC15 <= -1.137561
PC18 <= -0.597527
PC46 > -1.653768
-> class 0\|3 [0.834]
Rule 11/98: (8.1/0.9, lift 9.4)
PC4 > 7.824315
PC9 <= 0.6433303
PC18 <= -0.597527
PC37 <= -2.450752
-> class 0\|3 [0.808]
Rule 11/99: (141.6/38.9, lift 8.4)
PC13 > 6.880823
PC18 <= 0.4228258
-> class 0\|3 [0.722]
Rule 11/100: (198.6/2.3, lift 19.1)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC25 > -0.03263944
PC39 > -0.09906762
PC47 > -0.295758
PC77 <= 0.7041603
PC85 <= -0.3480356
-> class 1\|0 [0.984]
Rule 11/101: (56.6, lift 19.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC19 <= 0.3643757
PC26 <= 0.07516892
PC46 > 0.3056405
PC55 > -0.3197942
PC83 <= 0.3704055
PC86 <= 0.5637985
-> class 1\|0 [0.982]
Rule 11/102: (55.9/0.3, lift 19.0)
PC1 > -0.430681
PC12 > 2.889639
PC16 > -1.963041
PC73 > -0.1765695
-> class 1\|0 [0.977]
Rule 11/103: (330.2/9, lift 18.8)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 <= 0.1877717
PC13 <= 0.2095596
PC16 <= -2.024799
PC61 > -0.4970973
PC63 > -2.62196
PC79 > -0.1254558
-> class 1\|0 [0.970]
Rule 11/104: (29.4, lift 18.8)
PC3 > 0.3930258
PC14 <= -2.030991
PC15 > -2.292284
PC16 <= 0.8572028
PC69 > -0.5220419
-> class 1\|0 [0.968]
Rule 11/105: (65/1.2, lift 18.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC19 <= 0.3643757
PC46 > 0.9321272
PC57 > -0.7904734
PC86 <= 0.5637985
-> class 1\|0 [0.967]
Rule 11/106: (26.2, lift 18.7)
PC3 > 0.3930258
PC15 <= -2.292284
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.330855
-> class 1\|0 [0.965]
Rule 11/107: (80.3/1.9, lift 18.7)
PC1 > 13.49866
PC7 > -0.782323
PC11 <= -0.8052899
PC12 <= 2.889639
PC62 <= 0.560158
-> class 1\|0 [0.964]
Rule 11/108: (200.7/9.6, lift 18.4)
PC8 > -3.620445
PC8 <= 1.692834
PC16 <= -0.9381145
PC19 <= 0.3643757
PC22 > 1.935135
PC26 <= 0.07516892
PC39 > -0.09906762
PC47 > -0.295758
PC55 > -0.3197942
PC83 <= 0.3704055
PC86 <= 0.5637985
-> class 1\|0 [0.947]
Rule 11/109: (270.5/24.8, lift 17.6)
PC1 > -0.430681
PC5 <= 12.1829
PC9 > 1.376346
PC16 <= -1.963041
PC19 > 1.883735
PC90 <= 0.5382626
-> class 1\|0 [0.905]
Rule 11/110: (5.5, lift 16.8)
PC2 <= 2.5099
PC16 <= -1.963041
PC19 <= 1.883735
PC42 <= -2.549539
-> class 1\|0 [0.867]
Rule 11/111: (58.4/10.5, lift 15.7)
PC1 > -0.1814509
PC2 <= 2.5099
PC15 > -3.116522
PC25 > 0.7090623
-> class 1\|0 [0.810]
Rule 11/112: (49.1/15.2, lift 13.3)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.330855
PC69 > -0.5220419
PC99 <= -0.4568278
-> class 1\|0 [0.683]
Rule 11/113: (139.2, lift 14.4)
PC5 > 12.1829
PC16 <= -1.963041
PC28 <= 0.2567424
PC95 > -0.06860722
-> class 1\|1 [0.993]
Rule 11/114: (222.6/1.6, lift 14.3)
PC1 > -0.430681
PC12 > 2.889639
PC16 > -1.963041
PC73 <= -0.1765695
-> class 1\|1 [0.989]
Rule 11/115: (59.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC26 > 0.07516892
PC46 <= 0.9321272
PC85 > -0.3480356
-> class 1\|1 [0.984]
Rule 11/116: (56.9, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC47 <= -0.295758
-> class 1\|1 [0.983]
Rule 11/117: (178.4/2.2, lift 14.2)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC10 > -0.5955303
PC15 > -2.292284
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.330855
PC21 > -0.8096619
PC25 <= 0.7090623
PC32 > -1.31353
PC59 <= 1.023718
PC69 > -0.5220419
PC84 <= 0.3777474
PC99 > -0.4568278
-> class 1\|1 [0.982]
Rule 11/118: (125.7/1.8, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC9 <= 1.376346
PC10 > 0.1877717
PC16 <= -1.963041
PC28 <= 0.2567424
PC38 > -0.7205423
PC44 > -1.972712
PC73 <= 1.257636
-> class 1\|1 [0.978]
Rule 11/119: (52.3/0.2, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC16 <= -1.963041
PC28 <= 0.2567424
PC90 > 0.5382626
-> class 1\|1 [0.978]
Rule 11/120: (35.8, lift 14.1)
PC2 > 2.5099
PC8 <= -3.620445
PC16 <= -0.9381145
-> class 1\|1 [0.974]
Rule 11/121: (34.7, lift 14.1)
PC1 > 13.49866
PC3 <= 0.3930258
PC11 > -0.8052899
PC15 > -3.116522
PC16 > -1.963041
PC19 > -1.661511
-> class 1\|1 [0.973]
Rule 11/122: (97.9/1.7, lift 14.1)
PC3 > 1.640775
PC16 <= -0.9381145
PC19 <= 0.3643757
PC22 <= 1.935135
PC25 > -0.03263944
PC39 > -0.09906762
PC46 <= 0.3056405
PC55 > -0.3197942
-> class 1\|1 [0.973]
Rule 11/123: (35.6, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC86 > 0.5637985
-> class 1\|1 [0.973]
Rule 11/124: (34, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC25 <= -0.03263944
-> class 1\|1 [0.972]
Rule 11/125: (32.6, lift 14.1)
PC8 > 1.692834
PC16 <= -0.9381145
PC25 > -0.03263944
PC39 > -0.09906762
PC57 > -0.7904734
PC83 <= 0.3704055
PC85 > -0.3480356
-> class 1\|1 [0.971]
Rule 11/126: (31.2, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC46 <= 0.9321272
PC83 > 0.3704055
-> class 1\|1 [0.970]
Rule 11/127: (29.5, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.01785663
PC19 > 0.3643757
-> class 1\|1 [0.968]
Rule 11/128: (27, lift 14.0)
PC1 > -0.430681
PC3 <= 0.3930258
PC12 <= 0.7567332
PC18 > 0.1661444
PC19 <= -1.661511
-> class 1\|1 [0.965]
Rule 11/129: (36.6/0.5, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC39 <= -0.09906762
-> class 1\|1 [0.962]
Rule 11/130: (21.9/0.1, lift 13.8)
PC3 > 1.640775
PC15 > -0.01785663
PC19 <= 0.3643757
PC39 > -0.09906762
PC46 <= 0.9321272
PC47 > -0.295758
PC55 <= -0.3197942
PC85 > -0.3480356
-> class 1\|1 [0.954]
Rule 11/131: (39.7/1, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC57 <= -0.7904734
-> class 1\|1 [0.951]
Rule 11/132: (107.2/4.5, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.01785663
PC16 > -0.9381145
PC22 > -2.091307
PC50 > -0.1767377
PC72 > -1.208527
-> class 1\|1 [0.949]
Rule 11/133: (215.6/10.6, lift 13.7)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 > 0.1877717
PC16 <= -1.963041
PC19 <= 1.883735
PC28 <= 0.2567424
PC38 <= 0.2364037
PC42 > -2.549539
PC44 > -1.972712
PC73 <= 1.257636
-> class 1\|1 [0.947]
Rule 11/134: (17.4/0.1, lift 13.7)
PC1 > 13.49866
PC3 <= 0.3930258
PC11 <= -0.8052899
PC62 > 0.560158
-> class 1\|1 [0.943]
Rule 11/135: (12, lift 13.5)
PC1 > 13.49866
PC3 <= 0.3930258
PC7 <= -0.782323
PC15 > -3.116522
PC19 > -1.661511
-> class 1\|1 [0.929]
Rule 11/136: (9.6, lift 13.2)
PC2 <= 2.5099
PC10 <= 0.1877717
PC13 <= 0.2095596
PC16 <= -1.963041
PC28 <= 0.2567424
PC61 <= -0.4970973
-> class 1\|1 [0.909]
Rule 11/137: (7.7, lift 13.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC77 > 0.7041603
-> class 1\|1 [0.897]
Rule 11/138: (19.6/1.8, lift 12.6)
PC1 > -0.430681
PC13 <= 0.2095596
PC16 > -2.024799
PC16 <= -1.963041
PC28 <= 0.2567424
PC73 <= 1.257636
-> class 1\|1 [0.870]
Rule 11/139: (50.4/7.2, lift 12.2)
PC2 > 2.5099
PC3 > 1.640775
PC4 <= -2.170555
PC15 > -0.01785663
PC16 > -0.9381145
PC22 > -2.091307
PC72 > -1.208527
-> class 1\|1 [0.844]
Rule 11/140: (25.9/3.8, lift 12.0)
PC2 > -6.986035
PC3 <= -3.191808
PC12 <= 0.7567332
PC19 <= -1.661511
-> class 1\|1 [0.830]
Rule 11/141: (3.7, lift 12.0)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.01785663
PC16 <= 0.6269175
-> class 1\|1 [0.826]
Rule 11/142: (72.7/12.9, lift 11.8)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC15 > -3.116522
PC40 <= -0.4615879
-> class 1\|1 [0.814]
Rule 11/143: (39.7/8.6, lift 11.2)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.5099
PC3 <= 0.3930258
PC8 > -0.9156818
PC15 > -3.116522
PC19 > -1.661511
PC42 > 0.6910079
-> class 1\|1 [0.770]
Rule 11/144: (181.4/48.1, lift 10.6)
PC1 > -0.430681
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -1.963041
PC61 > -0.4970973
PC79 <= -0.1254558
-> class 1\|1 [0.732]
Rule 11/145: (69.7, lift 15.2)
PC3 > 0.3930258
PC9 > 1.540722
PC12 <= 2.889639
PC15 > -3.116522
PC16 > 0.8572028
PC25 <= 0.7090623
PC87 <= 0.008622233
-> class 1\|2 [0.986]
Rule 11/146: (57.8, lift 15.2)
PC3 > 0.3930258
PC12 <= 2.889639
PC16 > 0.8572028
PC45 <= -0.1783837
PC50 <= 0.274063
PC55 > 0.5433202
-> class 1\|2 [0.983]
Rule 11/147: (47.4, lift 15.1)
PC2 <= 2.5099
PC3 > 0.3930258
PC5 <= 2.990929
PC13 <= -0.5631196
PC16 > -1.963041
PC25 <= 0.7090623
-> class 1\|2 [0.980]
Rule 11/148: (48.8, lift 15.1)
PC3 > 0.3930258
PC16 > 0.8572028
PC25 <= 0.7090623
PC70 > 0.8784015
-> class 1\|2 [0.980]
Rule 11/149: (39.1, lift 15.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.3930258
PC15 > -2.292284
PC16 > -1.963041
PC19 > -1.330855
PC25 <= 0.7090623
PC69 > -0.5220419
PC84 > 0.3777474
-> class 1\|2 [0.976]
Rule 11/150: (36.3, lift 15.0)
PC5 > 12.1829
PC28 <= 0.2567424
PC95 <= -0.06860722
-> class 1\|2 [0.974]
Rule 11/151: (94.7/2.3, lift 14.9)
PC1 > -0.430681
PC6 > 6.320586
PC16 > 0.8572028
PC35 <= 0.38775
PC41 > -1.010532
PC55 <= -1.772928
-> class 1\|2 [0.966]
Rule 11/152: (27.5, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.3930258
PC15 > -3.116522
PC16 > 0.8572028
PC50 > 0.274063
PC55 > -1.772928
-> class 1\|2 [0.966]
Rule 11/153: (37.9/0.4, lift 14.9)
PC3 > 0.3930258
PC12 <= 2.889639
PC15 > -3.116522
PC16 > 0.8572028
PC29 > -0.2230649
PC45 <= -0.1783837
PC77 <= 0.2681132
PC87 > 0.008622233
-> class 1\|2 [0.965]
Rule 11/154: (220.9/7.8, lift 14.8)
PC1 > -0.430681
PC2 > -6.986035
PC3 > -3.191808
PC3 <= 0.3930258
PC12 <= 0.7567332
PC15 > -3.028665
PC18 <= 0.1661444
PC19 <= -1.661511
PC38 <= 0.6081832
PC79 <= 0.5068917
-> class 1\|2 [0.961]
Rule 11/155: (29.1/0.2, lift 14.8)
PC1 > -0.430681
PC3 > 0.3930258
PC12 <= 2.889639
PC16 > 0.8572028
PC41 <= -1.010532
-> class 1\|2 [0.961]
Rule 11/156: (23.3, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.01785663
PC16 > -0.9381145
PC72 <= -1.208527
-> class 1\|2 [0.960]
Rule 11/157: (22.3, lift 14.8)
PC3 > 1.640775
PC15 > -0.01785663
PC16 > -0.9381145
PC22 <= -2.091307
-> class 1\|2 [0.959]
Rule 11/158: (22.1, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.443954
PC15 <= -0.01785663
PC65 > 0.01915797
-> class 1\|2 [0.958]
Rule 11/159: (37.6/0.9, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.443954
PC50 > -0.3236801
-> class 1\|2 [0.951]
Rule 11/160: (18.6, lift 14.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.3930258
PC16 > 0.8572028
PC44 > 0.1252853
PC45 > -0.1783837
PC55 > -1.772928
PC87 > 0.008622233
-> class 1\|2 [0.949]
Rule 11/161: (16.6, lift 14.6)
PC2 <= 2.5099
PC16 <= -1.963041
PC28 > 0.2567424
-> class 1\|2 [0.946]
Rule 11/162: (132.5/6.4, lift 14.6)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC16 > 0.8572028
PC45 > -0.1783837
PC50 > -0.4134688
PC57 <= 0.646654
PC87 > 0.008622233
-> class 1\|2 [0.945]
Rule 11/163: (15.8, lift 14.6)
PC2 <= 2.5099
PC16 <= -1.963041
PC44 <= -1.972712
-> class 1\|2 [0.944]
Rule 11/164: (34.6/1.2, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC4 > -2.170555
PC15 > -0.01785663
PC16 > -0.9381145
PC50 <= -0.1767377
-> class 1\|2 [0.939]
Rule 11/165: (11.6, lift 14.3)
PC2 <= 2.5099
PC3 > 0.3930258
PC16 > 0.8572028
PC25 <= 0.7090623
PC29 <= -0.2230649
PC55 > -1.772928
-> class 1\|2 [0.926]
Rule 11/166: (11, lift 14.2)
PC2 <= 2.5099
PC9 <= -2.7624
PC15 <= -3.116522
PC50 <= -0.5004689
-> class 1\|2 [0.923]
Rule 11/167: (130/13.7, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.01785663
PC16 > 0.6269175
PC65 <= 0.01915797
-> class 1\|2 [0.889]
Rule 11/168: (10.4/1, lift 12.9)
PC2 <= 2.5099
PC5 <= 12.1829
PC16 <= -1.963041
PC73 > 1.257636
-> class 1\|2 [0.837]
Rule 11/169: (1690.3/919.2, lift 7.0)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC12 <= 2.889639
PC16 > -1.963041
-> class 1\|2 [0.456]
Rule 11/170: (34, lift 14.5)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC10 <= -0.5955303
PC15 > -2.292284
PC16 > -1.963041
PC19 > -1.330855
PC99 > -0.4568278
-> class 1\|3 [0.972]
Rule 11/171: (154.5/3.6, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.443954
PC50 <= -0.3236801
PC65 > 0.01915797
-> class 1\|3 [0.971]
Rule 11/172: (29.3, lift 14.4)
PC3 > 0.3930258
PC19 <= -1.330855
PC49 <= -1.559507
-> class 1\|3 [0.968]
Rule 11/173: (12.5, lift 13.9)
PC1 > -0.430681
PC16 <= 0.8572028
PC19 <= -1.330855
PC77 <= -1.26034
-> class 1\|3 [0.931]
Rule 11/174: (80.4/6, lift 13.6)
PC1 > -0.1814509
PC2 <= 2.5099
PC10 <= -0.004356579
PC15 > -3.116522
PC16 > -1.963041
PC19 > -1.330855
PC69 <= -0.5220419
-> class 1\|3 [0.916]
Rule 11/175: (74.5/10.3, lift 12.7)
PC2 <= 2.5099
PC3 > 0.3930258
PC15 > -3.116522
PC16 > -1.963041
PC19 <= -1.330855
PC25 <= 0.7090623
PC66 > 0.2001342
-> class 1\|3 [0.852]
Rule 11/176: (4.4/0.5, lift 11.4)
PC1 > -0.430681
PC3 <= 0.3930258
PC19 <= -1.661511
PC38 > 0.6081832
-> class 1\|3 [0.769]
Rule 11/177: (12.1/3.8, lift 9.8)
PC2 <= 2.5099
PC3 > 0.3930258
PC16 <= 0.8572028
PC19 <= -1.330855
PC24 > 0.4887501
-> class 1\|3 [0.658]
Rule 11/178: (777.7/265.6, lift 9.8)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3930258
PC5 <= 2.990929
PC12 <= 2.889639
PC16 > 0.8572028
PC25 <= 0.7090623
PC70 <= 0.8784015
-> class 1\|3 [0.658]
Rule 11/179: (909.7/434.3, lift 7.8)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > -0.2356265
PC16 > -1.963041
PC40 > -0.4615879
PC56 <= 0.2542848
PC73 <= 0.155719
-> class 1\|3 [0.523]
Rule 11/180: (26.7/15.1, lift 6.5)
PC1 > -0.430681
PC2 <= 2.5099
PC13 > 0.2095596
PC16 <= -1.963041
-> class 1\|3 [0.439]
Rule 11/181: (311.9/0.8, lift 13.9)
PC1 <= -0.430681
PC7 > 0.3800869
PC8 > 0.5069594
PC20 <= 0.004934375
PC26 <= 4.165228
PC62 <= 1.151694
PC68 > 1.206213
-> class 2\|0 [0.994]
Rule 11/182: (186.8/0.5, lift 13.9)
PC8 > 0.5069594
PC10 <= -0.01892133
PC19 <= 0.4173554
PC21 > 2.093728
-> class 2\|0 [0.992]
Rule 11/183: (55.8/0.4, lift 13.6)
PC1 <= -0.430681
PC2 > -6.365885
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC45 <= -0.1767885
-> class 2\|0 [0.976]
Rule 11/184: (27.4, lift 13.5)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.5099
PC3 <= 0.3930258
PC8 > -0.9156818
PC16 > -1.963041
PC41 <= 0.9601465
PC43 > 1.244184
-> class 2\|0 [0.966]
Rule 11/185: (492.6/22.3, lift 13.3)
PC1 <= -0.430681
PC2 > -6.365885
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC41 <= 1.197411
PC42 > -0.5061315
PC46 <= 1.480478
PC59 <= 0.3109601
PC63 <= 0.1882535
PC75 <= 1.016341
PC97 > -0.2732452
-> class 2\|0 [0.953]
Rule 11/186: (55/1.8, lift 13.3)
PC1 > -0.430681
PC3 <= 0.3930258
PC12 > 0.7567332
PC16 > -1.963041
PC19 <= -1.661511
-> class 2\|0 [0.951]
Rule 11/187: (22.3/0.2, lift 13.3)
PC1 <= -0.430681
PC8 > 1.14407
PC10 <= -0.01892133
PC24 > -0.298875
PC28 <= -0.1569469
-> class 2\|0 [0.950]
Rule 11/188: (55.1/2.1, lift 13.2)
PC1 <= -0.430681
PC8 > 1.14407
PC10 <= -0.01892133
PC13 > -0.403196
PC24 <= -0.298875
-> class 2\|0 [0.945]
Rule 11/189: (15.4, lift 13.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC10 <= -0.01892133
PC16 <= -0.5142595
PC19 <= 0.4173554
PC20 <= 0.1762612
-> class 2\|0 [0.943]
Rule 11/190: (12.9, lift 13.0)
PC1 <= -0.430681
PC8 > 0.5069594
PC10 <= -0.01892133
PC53 > 1.333356
-> class 2\|0 [0.933]
Rule 11/191: (83.5/4.9, lift 13.0)
PC1 <= -0.430681
PC8 > 1.14407
PC10 <= -0.4950449
-> class 2\|0 [0.931]
Rule 11/192: (8.9, lift 12.7)
PC2 <= 2.5099
PC8 > 0.5069594
PC10 <= -0.01892133
PC13 <= -0.403196
PC19 > -1.239717
-> class 2\|0 [0.908]
Rule 11/193: (8, lift 12.6)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > 1.117307
PC16 > -1.963041
PC56 <= 0.2542848
-> class 2\|0 [0.900]
Rule 11/194: (178/18.2, lift 12.5)
PC1 <= -0.430681
PC8 > 1.14407
PC10 <= -0.01892133
PC11 > 0.9214363
PC13 > -0.403196
PC20 <= 0.1762612
-> class 2\|0 [0.893]
Rule 11/195: (51.5/5, lift 12.4)
PC1 > -0.1814509
PC1 <= 13.49866
PC3 <= 0.3930258
PC8 > -0.9156818
PC12 > -0.2288934
PC16 > -1.963041
PC41 <= 0.9601465
PC42 <= 0.6910079
PC64 <= 0.4922342
-> class 2\|0 [0.887]
Rule 11/196: (262.4/40.4, lift 11.8)
PC1 <= -0.430681
PC8 > 3.041932
PC14 <= 0.04521783
PC19 > -1.239717
PC26 <= 4.165228
-> class 2\|0 [0.844]
Rule 11/197: (123.1, lift 9.8)
PC8 > 0.5069594
PC8 <= 3.041932
PC10 > -0.01892133
PC13 <= 0.4242615
PC21 > 1.851359
PC50 > -0.6847122
-> class 2\|1 [0.992]
Rule 11/198: (149.8/0.4, lift 9.8)
PC1 <= -0.430681
PC8 > 0.5069594
PC8 <= 3.041932
PC22 > -1.210699
PC23 <= 1.621683
PC50 > 0.1890355
PC68 <= 0.8394288
PC86 <= 1.052654
PC89 > -0.3195174
-> class 2\|1 [0.991]
Rule 11/199: (119.1, lift 9.8)
PC1 <= -0.430681
PC8 > 0.5069594
PC8 <= 3.041932
PC10 > -0.01892133
PC15 <= 2.144778
PC19 > -1.239717
PC21 <= 1.731241
PC26 <= 4.165228
PC36 > -0.4828377
PC50 > -0.6847122
PC82 > -0.4229476
PC84 > 0.2418321
-> class 2\|1 [0.991]
Rule 11/200: (91.4, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC28 <= -0.2528225
-> class 2\|1 [0.989]
Rule 11/201: (116.6/0.4, lift 9.8)
PC1 <= -0.430681
PC8 > 0.5069594
PC8 <= 3.041932
PC10 > -0.01892133
PC13 <= 0.4242615
PC19 > -1.239717
PC23 <= 1.621683
PC50 > -0.6847122
PC68 <= 0.8394288
PC89 <= -0.3195174
-> class 2\|1 [0.988]
Rule 11/202: (64.5, lift 9.7)
PC1 <= -0.430681
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC45 > -0.1767885
PC59 > 0.3109601
PC75 <= 1.016341
-> class 2\|1 [0.985]
Rule 11/203: (90.1/0.7, lift 9.7)
PC1 <= -0.430681
PC7 > 0.3800869
PC8 > 0.5069594
PC20 <= 0.004934375
PC62 > 1.151694
-> class 2\|1 [0.982]
Rule 11/204: (50.8, lift 9.7)
PC1 <= -0.430681
PC8 > 0.5069594
PC19 <= -1.239717
PC20 <= 0.3863277
PC23 > 1.307535
-> class 2\|1 [0.980]
Rule 11/205: (149.5/3.5, lift 9.6)
PC1 <= -0.430681
PC7 > 0.04431561
PC8 > 0.5069594
PC8 <= 2.24321
PC10 > -0.01892133
PC12 > -2.1424
PC15 <= 2.144778
PC19 > -1.239717
PC22 > -1.210699
PC24 <= 0.338042
PC36 > -0.4828377
PC68 <= 0.8394288
PC73 > -0.8941447
PC77 > -0.9423219
PC82 > -0.4229476
PC84 > -0.3890857
-> class 2\|1 [0.970]
Rule 11/206: (31, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC20 > 0.004934375
PC68 > 1.206213
-> class 2\|1 [0.970]
Rule 11/207: (30.4, lift 9.6)
PC2 <= 2.5099
PC8 > -2.62821
PC14 <= -3.562955
-> class 2\|1 [0.969]
Rule 11/208: (28.2, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC100 > 3.830744
-> class 2\|1 [0.967]
Rule 11/209: (60.3/1.1, lift 9.6)
PC2 <= -6.365885
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC68 <= 1.206213
-> class 2\|1 [0.965]
Rule 11/210: (21.6, lift 9.5)
PC1 <= -0.430681
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC59 <= 0.3109601
PC63 > 0.1882535
PC68 <= 1.206213
-> class 2\|1 [0.958]
Rule 11/211: (53.7/2.4, lift 9.3)
PC1 > -0.430681
PC1 <= 13.49866
PC3 <= 0.3930258
PC8 > -0.9156818
PC16 > -1.963041
PC19 > -1.661511
PC41 > 0.9601465
-> class 2\|1 [0.939]
Rule 11/212: (12.1, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC59 <= -0.3393796
PC87 > -0.536171
PC88 > 0.2871338
-> class 2\|1 [0.929]
Rule 11/213: (11.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC19 > -1.239717
PC23 > 1.621683
PC40 > -1.019644
-> class 2\|1 [0.925]
Rule 11/214: (11.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC15 <= 2.977504
PC45 > 0.3397689
PC63 <= -0.002314486
PC66 <= 0.5238416
-> class 2\|1 [0.925]
Rule 11/215: (11.7, lift 9.1)
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC43 <= -0.2797403
PC59 > -0.3393796
PC63 <= -0.002314486
PC66 > 0.5238416
-> class 2\|1 [0.923]
Rule 11/216: (46.7/2.9, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 1.14407
PC10 <= -0.01892133
PC19 > -1.239717
PC48 > -0.1171398
PC61 <= 0.7683539
-> class 2\|1 [0.920]
Rule 11/217: (17.1/0.7, lift 9.0)
PC2 <= 2.5099
PC3 <= 0.5143595
PC8 > -0.7715472
PC8 <= 0.5069594
PC11 > -3.59767
PC32 > 1.081789
PC59 > -0.3393796
PC63 > -0.002314486
PC80 <= 1.36517
-> class 2\|1 [0.911]
Rule 11/218: (17.9/0.8, lift 9.0)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > -0.2356265
PC56 > 0.2542848
-> class 2\|1 [0.911]
Rule 11/219: (53.9/4.2, lift 9.0)
PC1 <= -0.430681
PC2 > -6.365885
PC2 <= 2.5099
PC8 > 0.5069594
PC41 <= 1.197411
PC42 > -0.5061315
PC63 <= 0.1882535
PC68 <= 1.206213
PC75 <= 1.016341
PC97 <= -0.2732452
-> class 2\|1 [0.907]
Rule 11/220: (123.2/13.7, lift 8.7)
PC1 <= -0.430681
PC8 > 0.5069594
PC23 <= 1.307535
PC42 > -0.5061315
PC46 > 1.480478
-> class 2\|1 [0.883]
Rule 11/221: (111.1/12.7, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC45 > 0.3316423
PC63 > -0.002314486
-> class 2\|1 [0.879]
Rule 11/222: (11.8/0.8, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.04712294
PC8 <= 0.5069594
PC63 > -0.002314486
PC82 <= -0.3747648
-> class 2\|1 [0.871]
Rule 11/223: (5.6, lift 8.6)
PC2 <= 2.5099
PC8 > -0.04712294
PC8 <= -0.04597202
PC59 > -0.3393796
-> class 2\|1 [0.868]
Rule 11/224: (41.9/4.9, lift 8.6)
PC2 <= -8.96454
PC8 <= 0.5069594
-> class 2\|1 [0.867]
Rule 11/225: (225/29.6, lift 8.6)
PC1 <= -0.430681
PC8 > 0.5069594
PC26 <= 4.165228
PC41 > 1.197411
PC75 <= 1.016341
-> class 2\|1 [0.865]
Rule 11/226: (42.7/5.2, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC59 <= -0.3393796
PC87 <= -0.536171
-> class 2\|1 [0.861]
Rule 11/227: (132.4/18.3, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC80 > 1.36517
-> class 2\|1 [0.856]
Rule 11/228: (8.2/0.5, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7715472
PC59 > -0.3393796
PC79 > 0.4505522
-> class 2\|1 [0.856]
Rule 11/229: (62.7/9.6, lift 8.3)
PC1 <= -0.430681
PC8 > 0.5069594
PC19 <= -1.239717
PC23 <= 1.307535
PC42 <= -0.5061315
-> class 2\|1 [0.837]
Rule 11/230: (35.2/5.4, lift 8.2)
PC1 > -0.1814509
PC1 <= 13.49866
PC3 <= 0.3930258
PC8 > -0.9156818
PC12 <= -0.2288934
PC42 <= 0.6910079
-> class 2\|1 [0.828]
Rule 11/231: (12.8/2.3, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC32 > 1.544652
PC40 <= 3.326823
PC94 <= -1.088126
-> class 2\|1 [0.775]
Rule 11/232: (1472.9/388.2, lift 7.3)
PC1 <= -0.430681
PC8 > 1.14407
PC19 > -1.239717
PC68 <= 1.206213
-> class 2\|1 [0.736]
Rule 11/233: (12.8/3.1, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > 0.5143595
PC8 > -0.7715472
-> class 2\|1 [0.724]
Rule 11/234: (72.6, lift 11.7)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= 0.5069594
PC11 > 4.614819
PC14 > -3.562955
PC55 > -0.2845948
PC80 <= 0.4435241
-> class 2\|2 [0.987]
Rule 11/235: (82.8/0.5, lift 11.6)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC15 <= 3.24969
PC29 <= 0.2788967
PC30 > 0.223086
PC55 > -0.2845948
-> class 2\|2 [0.983]
Rule 11/236: (59/0.1, lift 11.6)
PC1 <= -0.430681
PC2 > -8.96454
PC8 > -2.62821
PC8 <= -0.7715472
PC28 > -0.2528225
PC56 > 0.1001118
PC90 > 0.5597738
-> class 2\|2 [0.982]
Rule 11/237: (52.2, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.5069594
PC11 <= 4.614819
PC14 > -3.562955
PC28 > -0.2528225
PC44 <= 0.4698507
PC55 > -0.2845948
PC59 > 0.1494038
PC64 <= 0.1025447
PC75 <= 1.150857
PC80 <= 0.4435241
-> class 2\|2 [0.982]
Rule 11/238: (51.3, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC19 > -1.239717
PC23 > 1.621683
PC40 <= -1.019644
-> class 2\|2 [0.981]
Rule 11/239: (51.6, lift 11.6)
PC1 > -0.1814509
PC3 <= 0.3930258
PC8 > -0.9156818
PC12 > -0.2288934
PC12 <= 2.889639
PC41 <= 0.9601465
PC42 <= 0.6910079
PC43 <= 1.244184
PC64 > 0.4922342
PC97 <= 1.238189
-> class 2\|2 [0.981]
Rule 11/240: (58.6/0.2, lift 11.6)
PC2 <= 2.5099
PC8 <= 3.041932
PC10 > -0.01892133
PC19 > -1.239717
PC21 <= 1.851359
PC50 > -0.6847122
PC59 > -0.6650241
PC77 <= -0.9423219
PC82 > -0.4229476
PC84 <= 0.2418321
PC89 > -0.3195174
-> class 2\|2 [0.980]
Rule 11/241: (67.8/0.4, lift 11.6)
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC14 > -1.897347
PC28 > -0.2528225
PC56 > 0.1001118
PC68 <= -0.920035
-> class 2\|2 [0.980]
Rule 11/242: (38.1, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.5069594
PC14 > -3.562955
PC36 <= -0.7236297
-> class 2\|2 [0.975]
Rule 11/243: (87.2/1.5, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > 0.04431561
PC8 <= 2.265014
PC10 > -0.01892133
PC12 <= -2.1424
PC15 <= 2.144778
PC21 <= 1.731241
PC50 > -0.6847122
PC50 <= 0.1890355
PC84 <= 0.2418321
PC89 > -0.3195174
-> class 2\|2 [0.972]
Rule 11/244: (55.2/1, lift 11.4)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC14 > -3.562955
PC28 > -0.2528225
PC55 > -0.2845948
PC80 > 0.4435241
-> class 2\|2 [0.966]
Rule 11/245: (22.9, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.5069594
PC22 <= -2.321789
-> class 2\|2 [0.960]
Rule 11/246: (79.9/2.8, lift 11.3)
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC14 > -1.173535
PC29 <= 0.2788967
PC32 <= 1.544652
PC84 > -8.19811
PC94 <= -1.088126
-> class 2\|2 [0.954]
Rule 11/247: (18.8, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.265014
PC21 <= 1.851359
PC59 > -0.6650241
PC68 <= 0.8394288
PC86 > 1.052654
PC89 > -0.3195174
-> class 2\|2 [0.952]
Rule 11/248: (16.8, lift 11.2)
PC8 > -2.62821
PC8 <= 0.5069594
PC41 <= -6.340248
-> class 2\|2 [0.947]
Rule 11/249: (14.8/0.1, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC28 > 0.0508226
PC29 <= 0.2788967
PC33 <= 0.3999125
PC44 <= 0.4698507
PC45 <= 0.4507558
PC58 > -0.6706477
PC64 <= 0.1025447
PC80 <= 0.4435241
-> class 2\|2 [0.934]
Rule 11/250: (275.1/18.2, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -0.003932531
PC8 > -2.62821
PC8 <= -0.7715472
PC11 > -3.44794
PC41 > -2.327364
PC44 <= 0.4698507
PC47 <= 0.7349637
PC55 > -0.2845948
PC64 > 0.1025447
PC74 <= 0.3732598
PC75 <= 1.150857
-> class 2\|2 [0.931]
Rule 11/251: (46.3/2.6, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 2.265014
PC21 <= 1.851359
PC22 <= -1.210699
PC23 <= 1.621683
PC84 <= 0.2418321
PC89 > -0.3195174
-> class 2\|2 [0.926]
Rule 11/252: (12.3/0.2, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 2.265014
PC10 > -0.01892133
PC19 > -1.239717
PC50 > -0.6847122
PC68 > 0.8394288
PC68 <= 1.206213
-> class 2\|2 [0.915]
Rule 11/253: (25.1/1.4, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 2.265014
PC10 > -0.01892133
PC59 > -0.6650241
PC73 > -0.8941447
PC82 <= -0.4229476
PC89 > -0.3195174
-> class 2\|2 [0.912]
Rule 11/254: (18.9/0.9, lift 10.8)
PC8 > 2.24321
PC8 <= 2.265014
PC10 > -0.01892133
PC19 > -1.239717
PC23 <= 1.621683
PC59 > -0.6650241
-> class 2\|2 [0.910]
Rule 11/255: (9.8, lift 10.8)
PC2 <= 2.5099
PC8 <= -2.62821
PC27 <= -0.3149909
PC61 <= -0.6894617
PC74 > -0.8882745
-> class 2\|2 [0.910]
Rule 11/256: (13/0.4, lift 10.7)
PC8 > 0.5069594
PC8 <= 2.24321
PC13 <= 0.4242615
PC21 > 1.731241
PC21 <= 1.851359
PC68 <= 0.8394288
PC73 > -0.8941447
-> class 2\|2 [0.904]
Rule 11/257: (7.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 1.14407
PC10 <= -0.01892133
PC48 <= -0.1171398
-> class 2\|2 [0.897]
Rule 11/258: (60.5/6.2, lift 10.5)
PC2 <= 2.5099
PC8 > 0.5069594
PC20 > 0.3863277
PC23 > 1.307535
-> class 2\|2 [0.884]
Rule 11/259: (53.1/5.5, lift 10.4)
PC1 <= -0.430681
PC8 > 0.5069594
PC8 <= 2.265014
PC10 > -0.01892133
PC15 > 2.144778
PC19 > -1.239717
PC21 <= 1.851359
PC59 > -0.6650241
PC89 > -0.3195174
-> class 2\|2 [0.882]
Rule 11/260: (243.3/29, lift 10.4)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 <= 0.5069594
PC46 > 0.4344632
PC60 <= -0.5467761
-> class 2\|2 [0.878]
Rule 11/261: (10.3/0.6, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 0.04431561
PC8 > 0.5069594
PC19 > -1.239717
PC21 <= 1.851359
PC50 <= 0.1890355
PC89 > -0.3195174
-> class 2\|2 [0.869]
Rule 11/262: (99.5/13.1, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.265014
PC10 > -0.01892133
PC15 <= 2.144778
PC19 > -1.239717
PC21 <= 1.731241
PC50 <= 0.1890355
PC68 <= 1.206213
PC82 > -0.4229476
PC84 <= -0.3890857
PC89 > -0.3195174
-> class 2\|2 [0.861]
Rule 11/263: (42.6/5.3, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 2.265014
PC10 > -0.01892133
PC26 <= 4.165228
PC50 <= -0.6847122
PC59 > -0.6650241
PC68 <= 1.206213
-> class 2\|2 [0.859]
Rule 11/264: (29.9/4.1, lift 9.9)
PC8 > -2.62821
PC8 <= -0.7715472
PC9 <= -2.414232
PC14 > -3.562955
PC29 <= 0.2788967
PC44 <= 0.4698507
PC55 > -0.2845948
PC58 > -0.6706477
PC64 <= 0.1025447
-> class 2\|2 [0.840]
Rule 11/265: (10.7/1.1, lift 9.9)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.5099
PC3 <= 0.3930258
PC8 <= -0.9156818
PC15 > -3.116522
PC19 > -1.661511
PC98 > 0.2510042
-> class 2\|2 [0.836]
Rule 11/266: (16/2.4, lift 9.6)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= -0.7715472
PC14 > -3.562955
PC55 <= -0.2845948
PC56 > 0.1001118
PC86 > 0.8126208
PC94 > -1.088126
-> class 2\|2 [0.812]
Rule 11/267: (23.8/4.7, lift 9.2)
PC2 <= 2.5099
PC8 > 0.5069594
PC8 <= 2.265014
PC10 > -0.01892133
PC13 > 0.4242615
PC26 <= 4.165228
PC59 > -0.6650241
PC68 <= 1.206213
-> class 2\|2 [0.778]
Rule 11/268: (10.8/1.9, lift 9.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC19 > 1.034315
PC31 <= 1.233408
PC46 <= 0.4344632
PC95 > 1.086031
-> class 2\|2 [0.776]
Rule 11/269: (7.3/1.5, lift 8.7)
PC1 <= -3.230525
PC8 <= -2.62821
PC74 <= -0.8882745
PC95 <= 1.086031
-> class 2\|2 [0.733]
Rule 11/270: (867.4/306.7, lift 7.6)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC14 > -3.562955
PC28 > -0.2528225
-> class 2\|2 [0.646]
Rule 11/271: (142.2/0.1, lift 8.4)
PC2 <= 2.5099
PC9 <= -2.7624
PC15 <= -3.116522
PC43 <= -0.1552896
PC50 > -0.5004689
-> class 2\|3 [0.992]
Rule 11/272: (42.4, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.62821
PC11 > -4.081238
PC27 > -0.3149909
PC32 <= -1.180129
PC74 > -0.8882745
-> class 2\|3 [0.977]
Rule 11/273: (46.6/0.7, lift 8.2)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 > -0.7715472
PC8 <= 0.5069594
PC14 > -3.562955
PC43 > -0.4048597
PC59 <= -0.3393796
PC87 > -0.536171
PC88 <= 0.2871338
-> class 2\|3 [0.966]
Rule 11/274: (148.7/4.3, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -0.003932531
PC8 > -2.62821
PC8 <= -0.7715472
PC11 <= 4.614819
PC80 <= 0.4435241
PC94 > -1.088126
-> class 2\|3 [0.965]
Rule 11/275: (27.3, lift 8.2)
PC1 > -2.783512
PC1 <= -0.430681
PC8 <= -2.62821
PC26 > -3.361338
PC41 <= -0.6782464
PC49 > -0.07020637
PC85 <= 0.8064775
-> class 2\|3 [0.964]
Rule 11/276: (26.1, lift 8.2)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC12 > 2.739974
PC43 <= -0.2797403
PC59 > -0.3393796
PC63 <= -0.002314486
-> class 2\|3 [0.964]
Rule 11/277: (53/1, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= 0.5143595
PC8 > -0.7715472
PC8 <= 0.5069594
PC42 > -0.02213998
PC43 > -0.2797403
PC63 <= -0.002314486
PC80 <= 1.36517
-> class 2\|3 [0.963]
Rule 11/278: (22, lift 8.2)
PC1 <= -0.430681
PC8 > -0.7715472
PC8 <= 0.5069594
PC9 <= -3.43794
PC28 > -0.2528225
-> class 2\|3 [0.958]
Rule 11/279: (103.3/4.9, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.62821
PC31 > 1.233408
PC39 <= 0.266601
-> class 2\|3 [0.944]
Rule 11/280: (15.8, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC11 <= -3.59767
PC59 > -0.3393796
-> class 2\|3 [0.944]
Rule 11/281: (12264.7/9923.3, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.191]
Rule 11/282: (68.5, lift 23.2)
PC1 > -0.430681
PC9 <= -2.7624
PC15 <= -3.116522
PC43 > -0.1552896
PC50 > -0.5004689
PC71 > -0.10524
-> class 2\|4 [0.986]
Rule 11/283: (133/1, lift 23.2)
PC2 <= 2.5099
PC8 <= -2.62821
PC22 > -1.900676
PC31 <= 1.233408
PC46 <= 0.4344632
PC74 > -0.8882745
PC76 <= 0.4855144
PC85 > 0.8064775
PC95 <= 1.086031
-> class 2\|4 [0.985]
Rule 11/284: (52.8, lift 23.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC11 <= -4.081238
PC46 <= 0.4344632
PC76 <= 0.4855144
PC82 <= 0.1349488
-> class 2\|4 [0.982]
Rule 11/285: (170.1/3.1, lift 23.0)
PC1 <= -2.783512
PC8 <= -2.62821
PC22 > -1.900676
PC27 > -0.3149909
PC31 <= 1.233408
PC32 > -1.180129
PC32 <= 1.306595
PC45 <= 0.1479395
PC46 <= 0.4344632
PC74 > -0.8882745
PC75 <= 0.5648175
PC76 <= 0.4855144
PC82 <= 0.1207264
PC85 <= 0.8064775
-> class 2\|4 [0.976]
Rule 11/286: (43.4/0.2, lift 22.9)
PC2 <= 2.5099
PC8 <= -2.62821
PC19 <= 1.034315
PC31 <= 1.233408
PC46 <= 0.4344632
PC95 > 1.086031
-> class 2\|4 [0.974]
Rule 11/287: (72.5/1.2, lift 22.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.5069594
PC26 <= -2.624301
PC31 <= 1.233408
PC46 <= 0.4344632
PC74 > -0.8882745
PC76 <= 0.4855144
-> class 2\|4 [0.971]
Rule 11/288: (250.1/15.1, lift 22.0)
PC1 > -2.783512
PC8 <= -2.62821
PC22 > -1.900676
PC27 > -0.1551272
PC36 <= 0.9032384
PC41 <= -0.6782464
PC46 <= 0.4344632
PC49 <= -0.07020637
PC74 > -0.8882745
PC75 <= 0.5648175
PC76 <= 0.4855144
PC81 <= 0.2483521
PC82 <= 0.1349488
PC93 <= 0.4328979
PC94 > -0.3485934
-> class 2\|4 [0.936]
Rule 11/289: (25.4/0.9, lift 21.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.3930258
PC8 <= -0.9156818
PC15 > -3.116522
PC19 > -1.661511
PC71 > 0.5719942
-> class 2\|4 [0.929]
Rule 11/290: (30.8/1.3, lift 21.8)
PC1 <= -0.430681
PC2 > -8.96454
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC12 > 0.2930036
PC29 > 0.2788967
-> class 2\|4 [0.929]
Rule 11/291: (11.8, lift 21.8)
PC2 <= 2.5099
PC8 <= -2.62821
PC27 <= -0.3149909
PC46 <= 0.4344632
PC47 <= -0.7061571
-> class 2\|4 [0.927]
Rule 11/292: (91.7/7.4, lift 21.4)
PC1 > -2.783512
PC2 <= 2.5099
PC8 <= -2.62821
PC27 > -0.1551272
PC31 <= 1.233408
PC46 <= 0.4344632
PC47 <= -0.5385676
PC74 > -0.8882745
PC75 <= 0.5648175
PC76 <= 0.4855144
PC95 <= 1.086031
-> class 2\|4 [0.911]
Rule 11/293: (93.3/8.9, lift 21.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC18 <= -0.3244587
PC22 > -1.900676
PC46 <= 0.4344632
PC47 > -0.5385676
PC75 <= 0.5648175
PC76 <= 0.4855144
PC82 <= 0.1349488
-> class 2\|4 [0.896]
Rule 11/294: (6.4, lift 20.7)
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.5069594
PC40 > 3.326823
PC94 <= -1.088126
-> class 2\|4 [0.881]
Rule 11/295: (37.7/13.9, lift 14.7)
PC2 <= 2.5099
PC8 <= -2.62821
PC23 <= -0.4576211
PC27 <= -0.3149909
PC46 <= 0.4344632
PC95 <= 1.086031
-> class 2\|4 [0.625]
Rule 11/296: (23.1/8.5, lift 14.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.7715472
PC34 <= 1.107331
PC36 > -0.7236297
PC45 > 0.4507558
-> class 2\|4 [0.619]
Default class: 2\|3
----- Trial 12: -----
Rules:
Rule 12/1: (56.3/0.7, lift 17.7)
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > 0.4389784
PC19 <= 0.009157797
PC25 > -1.059136
PC59 > -2.309268
PC72 > 0.9520426
-> class 0\|0 [0.970]
Rule 12/2: (15.3, lift 17.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.502523
PC13 <= -0.3503442
PC18 <= 0.4389784
PC44 > 0.5184558
-> class 0\|0 [0.937]
Rule 12/3: (11.7, lift 16.9)
PC2 > 2.5099
PC18 > 0.4389784
PC59 <= -2.309268
PC96 > 2.611007
-> class 0\|0 [0.927]
Rule 12/4: (6.2, lift 16.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -1.019176
PC18 <= 0.4389784
-> class 0\|0 [0.879]
Rule 12/5: (5.3, lift 15.7)
PC1 <= -0.7242486
PC2 > 2.5099
PC18 > 0.4389784
PC25 > -1.059136
PC25 <= 1.02128
PC92 > 2.324903
PC95 > -1.458702
-> class 0\|0 [0.864]
Rule 12/6: (43.9/17.6, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 <= -0.2627494
PC18 > 0.4389784
PC25 > -1.059136
PC46 <= 1.972667
PC74 <= -0.6065306
PC99 > -0.2542219
-> class 0\|0 [0.595]
Rule 12/7: (1567.8/663.6, lift 10.5)
PC3 <= 1.640775
PC13 <= 7.792017
PC17 > -0.2627494
PC18 > 0.4389784
PC19 <= 0.009157797
PC25 > -1.059136
PC25 <= 1.02128
PC35 <= 0.5582652
PC59 > -2.309268
PC62 <= 1.265038
PC65 > -2.360248
PC95 > -1.458702
PC98 > -3.369963
-> class 0\|0 [0.577]
Rule 12/8: (22.5/10, lift 10.1)
PC2 > 2.5099
PC12 > -0.6991577
PC13 <= 7.792017
PC18 > 0.4389784
PC25 <= -1.059136
PC65 > -2.360248
-> class 0\|0 [0.552]
Rule 12/9: (97.9, lift 12.6)
PC2 > 2.5099
PC13 > 0.8801037
PC13 <= 7.792017
PC17 > -0.2627494
PC18 > 0.4389784
PC25 <= 1.02128
PC32 <= 0.86491
PC57 > -1.752604
PC59 > -2.309268
PC71 > -1.166431
PC72 <= 0.9520426
-> class 0\|1 [0.990]
Rule 12/10: (64.9, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.8801037
PC17 > -0.2627494
PC18 > 0.4389784
PC22 <= -0.345479
PC25 > -1.059136
PC31 > -0.2933291
PC48 <= 0.4543721
PC65 > -2.360248
PC72 <= 0.9520426
PC76 <= 0.4777628
-> class 0\|1 [0.985]
Rule 12/11: (149.2/1.8, lift 12.5)
PC1 <= -0.7242486
PC4 > -9.096394
PC13 <= 7.792017
PC17 > -0.2627494
PC18 > 0.4389784
PC19 <= 0.009157797
PC22 <= 1.212152
PC24 > -2.765275
PC25 > -1.059136
PC25 <= 1.02128
PC59 > -2.309268
PC75 <= 0.3806083
PC78 <= 1.294823
PC92 <= 2.324903
PC98 > -3.369963
-> class 0\|1 [0.982]
Rule 12/12: (53.5, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > 0.4389784
PC22 > -0.345479
PC24 > -2.765275
PC52 > 0.033439
PC53 > -0.8814516
PC59 > -2.309268
PC94 <= -0.2185117
PC95 > -0.3325462
-> class 0\|1 [0.982]
Rule 12/13: (50.8, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1605581
PC13 <= 1.643236
PC15 > -0.8091529
PC18 > -1.019176
PC18 <= 0.4389784
PC32 > 0.1071818
PC41 <= 0.1726234
PC79 <= 0.1461518
-> class 0\|1 [0.981]
Rule 12/14: (83.4/0.8, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.4389784
PC25 > -1.059136
PC31 <= -0.2933291
PC47 > -1.610874
PC53 > -0.8814516
PC92 > -0.7570084
-> class 0\|1 [0.979]
Rule 12/15: (135.3/2, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.502523
PC15 > -1.210525
PC18 > -1.019176
PC18 <= 0.4389784
PC25 <= 0.7634719
PC44 > 0.7117437
PC47 > -0.9742705
PC57 > -0.02840612
-> class 0\|1 [0.978]
Rule 12/16: (83/1, lift 12.4)
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > 0.4389784
PC19 <= 0.009157797
PC25 > 0.8409776
PC57 <= -1.752604
PC95 > -1.458702
-> class 0\|1 [0.977]
Rule 12/17: (41.1, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.502523
PC13 > -0.3503442
PC18 <= 0.4389784
PC44 > 0.5184558
-> class 0\|1 [0.976]
Rule 12/18: (134.1/2.3, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC15 > 0.9567617
PC18 > 0.4389784
PC20 <= 3.549002
PC24 > -2.765275
PC47 <= 0.8636295
PC53 > -0.8814516
PC57 > -1.752604
PC59 > -2.309268
-> class 0\|1 [0.976]
Rule 12/19: (145.1/2.5, lift 12.4)
PC13 <= 7.792017
PC18 > 0.4389784
PC19 <= 0.009157797
PC25 > -1.059136
PC35 > 0.5582652
PC46 <= 1.972667
PC72 <= 0.9520426
-> class 0\|1 [0.976]
Rule 12/20: (36.3, lift 12.4)
PC2 > 2.5099
PC13 <= 7.792017
PC18 > 0.4389784
PC24 > -2.765275
PC25 > -1.059136
PC47 <= 0.8636295
PC48 <= -0.5409103
PC53 > -0.8814516
-> class 0\|1 [0.973]
Rule 12/21: (30.2, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 > -0.2627494
PC24 > -2.765275
PC25 > -1.059136
PC48 <= 0.4543721
PC60 <= -1.05442
PC72 <= 0.9520426
PC92 > -0.7570084
-> class 0\|1 [0.969]
Rule 12/22: (77.3/1.7, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.502523
PC13 <= 1.643236
PC18 > -1.019176
PC18 <= 0.4389784
PC41 > 0.1726234
PC47 > -0.9742705
-> class 0\|1 [0.966]
Rule 12/23: (24.7, lift 12.2)
PC4 <= -9.785807
PC18 > -1.019176
PC44 <= 0.7117437
PC79 <= 0.1461518
-> class 0\|1 [0.963]
Rule 12/24: (163.8/5.3, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= 0.2602117
PC13 <= 7.792017
PC17 <= -0.2627494
PC18 > 0.4389784
PC21 > -1.149755
PC25 > -1.059136
PC46 <= 1.972667
PC65 > -2.360248
PC74 > -0.6065306
PC99 > -0.2542219
-> class 0\|1 [0.962]
Rule 12/25: (207.6/6.9, lift 12.2)
PC1 <= -0.7242486
PC13 <= 7.792017
PC17 > -0.2627494
PC18 > 0.4389784
PC19 <= 0.009157797
PC22 <= 1.212152
PC24 > -2.765275
PC25 > -1.059136
PC35 <= 0.5582652
PC59 > -2.309268
PC75 <= 0.3806083
PC78 <= 1.294823
PC95 > -1.458702
PC98 > -3.369963
-> class 0\|1 [0.962]
Rule 12/26: (110.4/3.8, lift 12.2)
PC13 <= 7.792017
PC18 > 0.4389784
PC24 > -2.765275
PC29 <= -1.523995
PC59 > -2.309268
PC87 <= 0.2749523
PC92 > -0.7570084
PC95 > -1.458702
-> class 0\|1 [0.958]
Rule 12/27: (51.7/1.3, lift 12.2)
PC2 > 2.5099
PC6 > -1.502523
PC13 <= 1.643236
PC18 > -1.019176
PC36 <= -4.107141
-> class 0\|1 [0.957]
Rule 12/28: (112.5/4.3, lift 12.1)
PC1 > -0.7242486
PC3 <= 1.640775
PC13 <= 0.8801037
PC17 > -0.2627494
PC18 > 0.4389784
PC19 <= 0.009157797
PC24 > -2.765275
PC32 <= 0.5663381
PC64 <= 1.761952
PC87 > 0.2749523
-> class 0\|1 [0.953]
Rule 12/29: (18.4, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > 0.674604
PC13 <= 1.643236
PC18 > -1.019176
PC18 <= 0.4389784
-> class 0\|1 [0.951]
Rule 12/30: (20.9/0.1, lift 12.1)
PC1 > -0.7242486
PC13 <= 0.8801037
PC18 > 0.4389784
PC19 <= 0.009157797
PC24 > -2.765275
PC25 <= 1.02128
PC52 <= -1.305265
PC58 > -1.64865
PC87 <= 0.2749523
PC92 > -0.7570084
-> class 0\|1 [0.951]
Rule 12/31: (86.4/3.4, lift 12.1)
PC1 > -0.7242486
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 > -0.2627494
PC24 > -2.765275
PC25 <= 1.02128
PC48 <= 0.4543721
PC57 > -1.752604
PC71 <= 0.3815518
PC76 > 0.4777628
PC95 > -0.3325462
-> class 0\|1 [0.951]
Rule 12/32: (16.9, lift 12.0)
PC2 > 2.5099
PC6 > 0.1375022
PC6 <= 0.2633233
PC13 <= 1.643236
PC18 > -1.019176
PC18 <= 0.4389784
-> class 0\|1 [0.947]
Rule 12/33: (16.7, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 <= -0.2627494
PC18 > 0.4389784
PC25 > -1.059136
PC44 > -0.06944913
PC99 <= -0.2542219
-> class 0\|1 [0.947]
Rule 12/34: (61.1/2.4, lift 12.0)
PC3 <= 1.640775
PC13 <= 7.792017
PC17 > -0.2627494
PC18 > 0.4389784
PC25 > 1.02128
PC35 <= 0.5582652
PC72 <= 0.9520426
-> class 0\|1 [0.946]
Rule 12/35: (53.9/2.2, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > 0.4389784
PC24 > -2.765275
PC25 > -1.059136
PC25 <= 1.02128
PC48 <= 0.4543721
PC53 > -0.8814516
PC59 > -2.309268
PC71 > 0.3815518
PC72 <= 0.9520426
PC92 > -0.7570084
-> class 0\|1 [0.943]
Rule 12/36: (13, lift 11.9)
PC2 > 2.5099
PC18 > 0.4389784
PC24 <= -2.765275
PC58 > 2.725601
PC59 > -2.309268
PC62 <= 1.265038
-> class 0\|1 [0.933]
Rule 12/37: (104.1/6.6, lift 11.8)
PC4 <= -9.096394
PC18 > 0.4389784
PC72 <= 0.9520426
-> class 0\|1 [0.928]
Rule 12/38: (49.5/3.3, lift 11.6)
PC2 > 2.5099
PC13 <= 7.792017
PC14 > 0.6028854
PC18 > 0.4389784
PC59 <= -2.309268
PC65 > -2.360248
PC96 <= 2.611007
-> class 0\|1 [0.917]
Rule 12/39: (17.1/1.1, lift 11.3)
PC2 > 2.5099
PC18 > 0.4389784
PC48 <= 0.4543721
PC53 > -0.8814516
PC53 <= -0.8553069
PC95 > -0.3325462
-> class 0\|1 [0.892]
Rule 12/40: (47.9/4.8, lift 11.2)
PC13 > 7.792017
PC18 > 0.4389784
PC31 <= 0.1783828
PC42 <= 0.09107997
PC46 <= 1.972667
PC47 > -1.610874
PC73 <= -0.1035802
-> class 0\|1 [0.883]
Rule 12/41: (66.2/9, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1605581
PC13 <= 1.643236
PC15 > -1.210525
PC18 > -1.019176
PC18 <= 0.4389784
PC47 > -0.9742705
PC65 <= -0.2133583
PC79 <= 0.1461518
-> class 0\|1 [0.853]
Rule 12/42: (66.8/9.8, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 > -0.2627494
PC22 > -0.345479
PC25 > -1.059136
PC29 > -1.523995
PC48 <= 0.4543721
PC53 > -0.8814516
PC59 <= -1.001778
PC72 <= 0.9520426
PC76 <= 0.4777628
PC95 > -0.3325462
-> class 0\|1 [0.843]
Rule 12/43: (126.1/19.4, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= 0.003130711
PC17 > -0.2627494
PC19 <= 0.009157797
PC24 > -2.765275
PC25 <= 1.02128
PC47 <= 0.8636295
PC48 > -0.5409103
PC48 <= 0.4543721
PC52 <= 0.033439
PC53 > -0.8553069
PC59 > -1.001778
PC71 <= 0.3815518
PC87 <= 0.2749523
PC92 > -0.7570084
-> class 0\|1 [0.840]
Rule 12/44: (27.3/11.5, lift 7.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.019176
PC51 > 0.2262355
PC89 > 1.380547
PC99 > -2.727979
-> class 0\|1 [0.574]
Rule 12/45: (2669/1849.1, lift 3.9)
PC2 > 2.5099
PC5 > -0.9959361
PC7 <= -0.274175
-> class 0\|1 [0.307]
Rule 12/46: (74.1, lift 9.6)
PC4 <= -7.746524
PC11 <= 0.08682834
PC18 <= -1.019176
PC35 > -0.5198501
-> class 0\|2 [0.987]
Rule 12/47: (70, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > -0.9959361
PC8 > 0.01238032
PC18 <= -1.019176
PC20 > -3.653318
PC30 <= 1.407807
PC60 <= -0.3709495
PC87 <= 0.2458874
-> class 0\|2 [0.986]
Rule 12/48: (70.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.01238032
PC18 <= -1.019176
PC21 <= -0.2235012
PC25 > -0.8162957
PC42 <= 2.539411
PC89 <= 1.380547
PC93 > -1.401263
-> class 0\|2 [0.986]
Rule 12/49: (66.9, lift 9.6)
PC4 <= -7.746524
PC18 <= -1.019176
PC87 > 0.02870315
-> class 0\|2 [0.985]
Rule 12/50: (97.9/0.8, lift 9.6)
PC2 > 2.5099
PC4 > -7.746524
PC5 > -0.9959361
PC6 <= 0.08235791
PC8 > 0.01238032
PC14 > -0.4211345
PC18 <= -1.019176
PC20 > -3.653318
PC34 > -1.066011
PC49 > -0.3573701
PC87 <= -0.1303834
PC93 > -1.401263
PC95 > -0.7274718
-> class 0\|2 [0.982]
Rule 12/51: (79.6/0.5, lift 9.6)
PC6 > -1.502523
PC8 > 0.01238032
PC18 <= -1.019176
PC20 > -3.653318
PC29 > -7.785647
PC30 > 1.407807
PC42 <= 2.539411
PC89 <= 1.380547
PC95 > -0.7274718
-> class 0\|2 [0.982]
Rule 12/52: (50.2, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -1.019176
PC31 <= -0.3274396
PC42 <= 2.539411
PC50 <= 0.3961015
PC59 <= 1.672678
PC75 > -0.9745432
PC89 <= 1.380547
-> class 0\|2 [0.981]
Rule 12/53: (43.8, lift 9.6)
PC3 <= 1.640775
PC5 > -0.9959361
PC8 > 0.01238032
PC18 <= -1.019176
PC20 > -3.653318
PC23 > 1.257388
PC29 > -7.785647
PC87 <= 0.2458874
PC93 > -1.401263
PC95 > -0.7274718
-> class 0\|2 [0.978]
Rule 12/54: (67.6/0.6, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 1.306996
PC18 <= -1.019176
PC30 <= 2.792453
-> class 0\|2 [0.977]
Rule 12/55: (39, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.4389784
PC21 <= -1.024531
PC39 > -1.48088
PC42 <= 2.539411
PC99 > -2.727979
-> class 0\|2 [0.976]
Rule 12/56: (40.1, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC19 > -0.4895512
PC21 > -1.024531
PC32 <= -1.532848
PC34 > -2.607624
-> class 0\|2 [0.976]
Rule 12/57: (92.9/1.4, lift 9.5)
PC3 <= 1.640775
PC6 <= 0.08235791
PC7 <= -0.274175
PC8 > 0.01238032
PC14 > -0.4211345
PC15 <= -1.146681
PC18 <= -1.019176
PC49 > -0.3573701
PC87 <= 0.2458874
PC93 > -1.401263
-> class 0\|2 [0.975]
Rule 12/58: (54.4/0.7, lift 9.5)
PC8 <= 0.01238032
PC18 <= -1.019176
PC59 <= 1.672678
PC75 <= 0.478545
PC82 <= -2.617293
PC96 > -0.5750883
PC99 > -2.727979
-> class 0\|2 [0.969]
Rule 12/59: (54.7/1, lift 9.4)
PC3 <= 1.640775
PC8 <= 0.01238032
PC18 > -1.426588
PC18 <= -1.019176
PC32 > -1.104615
PC40 > -1.975459
PC50 <= 0.3961015
PC75 <= 0.478545
PC89 <= 1.380547
PC92 > -1.625538
-> class 0\|2 [0.965]
Rule 12/60: (83.7/2.1, lift 9.4)
PC13 > 7.792017
PC18 > 0.4389784
PC56 <= 5.422325
PC73 > -0.1035802
PC96 > -0.6067484
-> class 0\|2 [0.964]
Rule 12/61: (60.9/1.5, lift 9.4)
PC3 > -1.655975
PC6 > -1.502523
PC18 <= -1.019176
PC22 > -2.147306
PC34 <= -1.94964
PC39 > -1.48088
PC40 > -1.975459
PC96 > -0.5750883
-> class 0\|2 [0.961]
Rule 12/62: (69.7/2.2, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC17 <= -0.2627494
PC18 > 0.4389784
PC25 > -1.059136
PC44 <= -0.06944913
PC99 <= -0.2542219
-> class 0\|2 [0.956]
Rule 12/63: (19.7, lift 9.3)
PC13 > 7.792017
PC18 > 0.4389784
PC42 > 0.09107997
PC46 <= 1.972667
PC73 <= -0.1035802
-> class 0\|2 [0.954]
Rule 12/64: (93/3.6, lift 9.3)
PC2 > 2.5099
PC6 > -1.502523
PC18 <= -1.019176
PC19 > -0.4895512
PC32 > -1.532848
PC32 <= -1.104615
PC40 > -1.975459
PC63 <= 1.30634
PC89 <= 1.330549
PC96 > -0.5750883
-> class 0\|2 [0.952]
Rule 12/65: (18.5, lift 9.3)
PC18 <= -1.019176
PC22 > -2.147306
PC32 > -1.104615
PC50 > 0.3961015
PC66 > 0.7638164
PC75 <= 0.478545
PC87 > -1.130408
PC92 > -1.625538
-> class 0\|2 [0.951]
Rule 12/66: (17.4, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.01238032
PC18 <= 0.4389784
PC55 <= 0.07572264
PC59 <= 1.672678
PC71 > 0.5792736
PC75 <= 0.478545
PC82 > -2.617293
PC96 > -0.5750883
PC99 > -2.727979
-> class 0\|2 [0.949]
Rule 12/67: (125.5/5.5, lift 9.3)
PC4 > -7.746524
PC5 <= 1.00785
PC8 > -0.3307242
PC8 <= 0.01238032
PC15 <= 0.009458539
PC18 <= -1.019176
PC27 <= 2.083515
PC36 <= 0.1558218
PC38 <= 1.348614
PC40 > -0.4920217
PC50 <= 0.3961015
PC55 > 0.07572264
PC75 > -0.9745432
PC75 <= 0.478545
PC96 > -0.5750883
-> class 0\|2 [0.949]
Rule 12/68: (23.4/0.6, lift 9.2)
PC2 > 2.5099
PC18 <= -1.019176
PC22 > -2.147306
PC32 > -1.104615
PC40 > -1.975459
PC43 > 0.6908785
PC50 > 0.3961015
PC75 <= 0.478545
-> class 0\|2 [0.939]
Rule 12/69: (48.1/2.1, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.019176
PC18 <= 0.4389784
PC44 > 0.7117437
PC57 <= -0.02840612
-> class 0\|2 [0.937]
Rule 12/70: (13.3, lift 9.1)
PC3 <= 1.640775
PC18 <= -1.019176
PC37 > 1.795867
PC42 <= 2.539411
PC50 <= 0.3961015
PC59 <= 1.672678
PC75 <= 0.478545
PC82 > -2.617293
PC89 <= 1.380547
-> class 0\|2 [0.935]
Rule 12/71: (47.7/2.3, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -0.8902912
PC18 <= -1.019176
PC22 > -2.147306
PC34 > -1.94964
PC37 <= 1.795867
PC51 > -0.6607145
PC75 <= 0.478545
PC96 > -0.5750883
-> class 0\|2 [0.934]
Rule 12/72: (53.2/3, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.5816036
PC18 <= -1.019176
PC42 <= 2.539411
PC50 <= 0.3961015
PC75 <= 0.478545
PC89 <= 1.380547
-> class 0\|2 [0.927]
Rule 12/73: (12.5, lift 9.0)
PC18 <= -4.248249
PC27 <= 2.083515
PC50 <= 0.3961015
PC51 > -0.6607145
PC59 <= 1.672678
PC75 > -0.9745432
PC75 <= 0.478545
PC92 > -1.625538
-> class 0\|2 [0.925]
Rule 12/74: (25.6/1.4, lift 8.9)
PC15 <= 1.306996
PC18 <= 0.4389784
PC22 > -2.147306
PC25 > 1.359354
PC39 > -1.48088
PC40 > -1.975459
PC59 <= 1.672678
PC89 <= 1.380547
PC92 > -1.625538
PC99 > -2.727979
-> class 0\|2 [0.915]
Rule 12/75: (34.9/2.1, lift 8.9)
PC13 > 7.792017
PC18 > 0.4389784
PC55 <= 0.2514917
PC56 <= 5.422325
PC73 > -0.1035802
PC90 <= 0.6281986
-> class 0\|2 [0.915]
Rule 12/76: (75.9/6.2, lift 8.9)
PC2 > 2.5099
PC4 > -7.746524
PC18 <= -1.019176
PC22 > -2.147306
PC39 > -1.48088
PC42 <= 2.539411
PC59 <= 1.672678
PC63 > 1.30634
PC87 > -1.130408
PC89 <= 1.380547
PC92 > -1.625538
PC99 <= 2.633755
-> class 0\|2 [0.907]
Rule 12/77: (31.5/2.5, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC22 > -2.147306
PC42 <= 2.539411
PC59 <= 1.672678
PC89 <= 1.380547
PC99 > 2.633755
-> class 0\|2 [0.897]
Rule 12/78: (32.6/3.2, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.01238032
PC18 <= 0.4389784
PC19 <= -0.01205827
PC22 > -2.147306
PC40 > -1.975459
PC55 <= 0.07572264
PC76 > 1.175863
PC99 > -2.727979
-> class 0\|2 [0.878]
Rule 12/79: (11.8/0.7, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.019176
PC19 > -0.4895512
PC19 <= -0.2266256
PC42 <= 2.539411
-> class 0\|2 [0.877]
Rule 12/80: (24.1/3, lift 8.3)
PC8 <= 0.01238032
PC18 <= -1.019176
PC39 > -1.48088
PC40 > -1.975459
PC59 <= 1.672678
PC87 <= -1.130408
PC89 <= 1.380547
-> class 0\|2 [0.848]
Rule 12/81: (47/7.7, lift 8.0)
PC2 > 2.5099
PC13 <= 1.643236
PC18 <= 0.4389784
PC20 > -3.539361
PC25 > 0.7634719
PC44 > 0.7117437
PC57 > -0.02840612
-> class 0\|2 [0.822]
Rule 12/82: (86/17.5, lift 7.7)
PC2 > 2.5099
PC18 > 0.4389784
PC65 <= -2.360248
-> class 0\|2 [0.790]
Rule 12/83: (12/2.3, lift 7.5)
PC2 > 2.5099
PC18 <= 0.4389784
PC22 > -2.147306
PC50 <= 0.3961015
PC52 > 1.291352
PC55 <= 0.07572264
PC96 > -0.5750883
-> class 0\|2 [0.764]
Rule 12/84: (870.6/446, lift 4.8)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.502523
PC18 > -1.019176
PC18 <= 0.4389784
-> class 0\|2 [0.488]
Rule 12/85: (7460/5418.8, lift 2.7)
PC2 > 2.5099
-> class 0\|2 [0.274]
Rule 12/86: (91.5/0.3, lift 11.8)
PC4 > -7.746524
PC4 <= 9.092457
PC15 <= 1.306996
PC18 <= -1.019176
PC39 > -1.48088
PC42 > 2.539411
-> class 0\|3 [0.986]
Rule 12/87: (52, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 1.306996
PC18 <= 0.4389784
PC99 <= -2.727979
-> class 0\|3 [0.981]
Rule 12/88: (46.9, lift 11.7)
PC18 <= -1.019176
PC34 <= -2.607624
PC39 <= -0.9883975
-> class 0\|3 [0.980]
Rule 12/89: (30.8, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.274175
PC8 > 0.01238032
PC15 <= 1.306996
PC18 <= -1.019176
-> class 0\|3 [0.970]
Rule 12/90: (28.5, lift 11.6)
PC3 <= 1.640775
PC6 > 0.08235791
PC8 > 0.01238032
PC18 <= -1.019176
-> class 0\|3 [0.967]
Rule 12/91: (26.4, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC8 <= -0.3307242
PC18 <= -1.019176
PC34 > -1.94964
PC36 <= 0.1558218
PC55 > 0.07572264
PC87 > -1.130408
-> class 0\|3 [0.965]
Rule 12/92: (46/0.8, lift 11.5)
PC7 <= -0.274175
PC18 <= -1.019176
PC21 > -0.2235012
PC25 > -0.8162957
PC30 <= 1.407807
PC34 <= -1.066011
-> class 0\|3 [0.963]
Rule 12/93: (24, lift 11.5)
PC7 <= -0.274175
PC15 <= 1.306996
PC18 <= -1.019176
PC23 <= 1.257388
PC25 <= -0.8162957
PC31 <= 0.2081865
PC60 > -0.3709495
PC95 > -0.7274718
-> class 0\|3 [0.962]
Rule 12/94: (23.5, lift 11.5)
PC2 > 2.5099
PC4 > -7.746524
PC8 > 0.01238032
PC15 <= 1.306996
PC18 <= -1.019176
PC30 <= 1.407807
PC93 <= -1.401263
-> class 0\|3 [0.961]
Rule 12/95: (23.1, lift 11.5)
PC13 > 1.643236
PC15 > -1.210525
PC18 <= 0.4389784
PC47 > -0.9742705
PC91 > 1.337044
-> class 0\|3 [0.960]
Rule 12/96: (59.3/1.8, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.210525
PC18 > -1.019176
PC18 <= 0.4389784
PC96 > -1.350957
-> class 0\|3 [0.955]
Rule 12/97: (18.9/0.1, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.643236
PC18 > -1.019176
PC18 <= 0.4389784
PC40 <= -2.563274
-> class 0\|3 [0.946]
Rule 12/98: (38.2/1.3, lift 11.3)
PC5 > -0.9959361
PC8 > 0.01238032
PC15 <= 1.306996
PC18 <= 0.4389784
PC20 <= -3.653318
PC21 > -1.024531
PC89 <= 1.380547
-> class 0\|3 [0.943]
Rule 12/99: (73.3/3.3, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 1.306996
PC18 <= -1.019176
PC51 <= 0.2262355
PC89 > 1.380547
-> class 0\|3 [0.943]
Rule 12/100: (13.1, lift 11.2)
PC13 > 1.643236
PC18 > -1.019176
PC18 <= 0.4389784
PC92 <= -1.52676
-> class 0\|3 [0.934]
Rule 12/101: (12.5, lift 11.2)
PC13 > 7.792017
PC56 > 5.422325
PC73 > -0.1035802
-> class 0\|3 [0.931]
Rule 12/102: (291.4/22.2, lift 11.0)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 9.092457
PC8 <= 0.01238032
PC16 <= 2.358103
PC18 <= -1.019176
PC25 <= 1.359354
PC32 > -1.104615
PC34 > -1.94964
PC43 <= 0.6908785
PC50 > 0.3961015
PC66 <= 0.7638164
PC82 > -2.617293
PC87 > -1.130408
PC89 <= 1.380547
-> class 0\|3 [0.921]
Rule 12/103: (62.9/4.6, lift 10.9)
PC3 <= 1.640775
PC4 > -7.746524
PC8 > 0.01238032
PC15 > -1.146681
PC18 <= -1.019176
PC21 > -0.2235012
PC30 <= 1.407807
PC87 > -0.1303834
-> class 0\|3 [0.913]
Rule 12/104: (9.2, lift 10.8)
PC3 <= 1.640775
PC4 > -7.746524
PC7 <= -0.274175
PC18 <= -1.019176
PC21 > -0.2235012
PC29 > -7.785647
PC34 > -1.066011
PC49 <= -0.3573701
PC93 > -1.401263
-> class 0\|3 [0.904]
Rule 12/105: (38/3.6, lift 10.6)
PC13 > 7.792017
PC18 > 0.4389784
PC55 <= 0.2514917
PC90 > 0.6281986
PC96 <= -0.6067484
-> class 0\|3 [0.885]
Rule 12/106: (5.7, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.2602117
PC18 > 0.4389784
PC25 > -1.059136
PC47 > -1.610874
-> class 0\|3 [0.871]
Rule 12/107: (5.5, lift 10.4)
PC2 > 2.5099
PC18 <= 0.4389784
PC34 <= -2.607624
PC73 <= -3.757474
-> class 0\|3 [0.867]
Rule 12/108: (43.9/5.8, lift 10.2)
PC18 > -1.019176
PC18 <= 0.4389784
PC20 <= -3.539361
-> class 0\|3 [0.851]
Rule 12/109: (2.9, lift 9.6)
PC18 <= -1.019176
PC34 <= -2.607624
PC95 > 0.6570283
-> class 0\|3 [0.797]
Rule 12/110: (25.5/4.9, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.4389784
PC46 > 1.972667
-> class 0\|3 [0.786]
Rule 12/111: (33.4/6.7, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.01238032
PC18 <= -1.019176
PC30 <= 1.407807
PC87 > 0.2458874
-> class 0\|3 [0.784]
Rule 12/112: (146/32.3, lift 9.3)
PC3 <= 1.640775
PC6 > -1.502523
PC13 > 1.643236
PC18 <= 0.4389784
PC31 > 0.06167527
-> class 0\|3 [0.775]
Rule 12/113: (1430.7/445.6, lift 8.3)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 9.092457
PC8 <= 0.01238032
PC10 > -6.299334
PC15 <= 1.306996
PC18 <= -1.019176
PC21 > -1.024531
PC32 > -1.532848
PC34 > -2.607624
PC89 <= 1.330549
-> class 0\|3 [0.688]
Rule 12/114: (23.8/8.4, lift 7.6)
PC4 <= -7.746524
PC11 > 0.08682834
PC18 <= -1.019176
PC87 <= 0.02870315
-> class 0\|3 [0.636]
Rule 12/115: (149/0.7, lift 22.2)
PC2 > 2.5099
PC3 > 1.640775
PC22 > 0.1221173
PC30 <= -0.01167358
PC65 > -0.05166954
PC82 > -0.6325383
-> class 1\|0 [0.989]
Rule 12/116: (77.3/0.2, lift 22.1)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= 0.5809395
PC9 > -0.911768
PC19 > 2.497185
-> class 1\|0 [0.985]
Rule 12/117: (181.9/2, lift 22.1)
PC3 > 1.640775
PC8 > -3.627075
PC8 <= 1.687932
PC16 <= -0.03412016
PC22 > 0.1221173
PC35 > -0.2212318
PC45 > -0.6026969
PC47 > -0.295758
PC48 <= -0.1250021
PC65 > -0.05166954
-> class 1\|0 [0.984]
Rule 12/118: (57.2, lift 22.0)
PC6 <= -3.248612
PC11 <= -2.343809
-> class 1\|0 [0.983]
Rule 12/119: (41.4, lift 21.9)
PC2 > 0.8262661
PC4 > -1.69655
PC6 > 5.1094
PC16 <= -1.946823
-> class 1\|0 [0.977]
Rule 12/120: (326.2/7.2, lift 21.9)
PC1 > -0.430681
PC2 <= 2.5099
PC4 > -1.69655
PC6 <= 5.1094
PC9 > -0.911768
PC16 <= -1.946823
PC29 > 0.03654253
PC45 <= 0.3605511
PC82 > -0.6457855
PC91 > -0.4964139
PC98 <= 0.1730876
-> class 1\|0 [0.975]
Rule 12/121: (36.9, lift 21.8)
PC2 <= 2.5099
PC3 > 6.929032
PC25 > 0.6551463
-> class 1\|0 [0.974]
Rule 12/122: (66.8/1.9, lift 21.5)
PC1 > -0.2019541
PC14 <= -1.848327
PC16 > -1.946823
PC41 > -0.4517633
-> class 1\|0 [0.958]
Rule 12/123: (75.8/3, lift 21.3)
PC1 > -0.430681
PC4 > -1.69655
PC6 > 5.1094
PC8 > 0.5809395
PC16 <= -1.946823
PC28 <= 0.2650615
PC68 > -0.2968291
PC98 <= 0.1730876
-> class 1\|0 [0.949]
Rule 12/124: (16.9, lift 21.2)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.248612
PC45 > 0.1540567
PC53 > -1.884559
-> class 1\|0 [0.947]
Rule 12/125: (68.4/3.9, lift 20.9)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.627075
PC18 <= 0.7362046
PC30 > -0.01167358
PC35 > -0.2212318
PC36 > 0.446425
PC45 > -0.6026969
PC74 <= -1.278046
PC92 <= 0.4954863
-> class 1\|0 [0.931]
Rule 12/126: (8.1/0.3, lift 19.5)
PC2 > 2.5099
PC3 > 1.640775
PC10 <= 0.31156
PC16 <= -0.03412016
PC22 > 0.1221173
PC65 <= -0.05166954
-> class 1\|0 [0.868]
Rule 12/127: (42.2/10.9, lift 16.4)
PC1 > -0.2019541
PC3 <= 0.7432103
PC6 > -3.248612
PC8 > -4.367485
PC16 > -1.946823
PC19 > -1.245222
PC21 <= 1.683282
PC24 <= 0.002176012
PC35 <= 0.7351906
PC60 > 0.1099208
-> class 1\|0 [0.730]
Rule 12/128: (164.9/83.4, lift 11.1)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 > -4.367485
PC14 > -1.848327
PC35 > 0.7351906
PC44 <= 0.9945
-> class 1\|0 [0.494]
Rule 12/129: (170.3, lift 16.5)
PC1 > -0.430681
PC14 <= -1.848327
PC16 > -1.946823
PC19 > -0.5639039
PC41 <= -0.4517633
PC69 > -0.5487785
-> class 1\|1 [0.994]
Rule 12/130: (107.2, lift 16.4)
PC2 <= 2.5099
PC4 <= -1.69655
PC16 <= -1.946823
PC28 <= 0.2650615
PC95 > -0.06860722
-> class 1\|1 [0.991]
Rule 12/131: (84.4, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.687932
PC16 <= -0.03412016
PC30 > -0.01167358
PC35 > -0.2212318
PC36 <= 0.446425
PC45 > -0.6026969
PC48 > -0.1250021
PC83 > -0.4568406
-> class 1\|1 [0.988]
Rule 12/132: (49.8, lift 16.2)
PC2 > 2.5099
PC8 <= -3.627075
PC16 <= -0.03412016
PC83 > -0.4568406
-> class 1\|1 [0.981]
Rule 12/133: (46.1, lift 16.2)
PC3 > 1.640775
PC16 <= -0.03412016
PC30 > -0.01167358
PC45 <= -0.6026969
PC65 > -0.05166954
PC92 <= 0.4954863
-> class 1\|1 [0.979]
Rule 12/134: (43.2, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.03412016
PC22 > 0.1221173
PC47 <= -0.295758
-> class 1\|1 [0.978]
Rule 12/135: (175/3.1, lift 16.2)
PC2 <= 0.8262661
PC6 > 5.1094
PC8 <= 0.5809395
PC9 > -0.911768
PC16 <= -1.946823
PC19 <= 2.497185
PC28 <= 0.2650615
PC98 <= 0.1730876
-> class 1\|1 [0.977]
Rule 12/136: (37.1, lift 16.1)
PC2 > 2.5099
PC8 > 1.687932
PC22 > 0.1221173
PC30 > -0.01167358
-> class 1\|1 [0.974]
Rule 12/137: (84.6/1.3, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.03412016
PC22 <= 0.1221173
PC83 > -0.4568406
-> class 1\|1 [0.973]
Rule 12/138: (53.5/0.7, lift 16.0)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 <= 0.7432103
PC6 > -3.248612
PC16 > -1.946823
PC19 > -1.245222
PC24 <= 0.002176012
PC35 <= 0.7351906
PC60 <= 0.1099208
-> class 1\|1 [0.969]
Rule 12/139: (29, lift 16.0)
PC1 > -0.430681
PC6 <= 5.1094
PC16 <= -1.946823
PC28 <= 0.2650615
PC91 <= -0.4964139
-> class 1\|1 [0.968]
Rule 12/140: (130.1/4.5, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC10 > 0.31156
PC16 <= -0.03412016
PC65 <= -0.05166954
-> class 1\|1 [0.959]
Rule 12/141: (20.9, lift 15.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.03412016
PC22 > 0.1221173
PC30 > -0.01167358
PC92 > 0.4954863
-> class 1\|1 [0.956]
Rule 12/142: (19.3, lift 15.8)
PC6 > 5.1094
PC8 > 0.5809395
PC16 <= -1.946823
PC28 <= 0.2650615
PC68 <= -0.2968291
PC98 <= 0.1730876
-> class 1\|1 [0.953]
Rule 12/143: (14.2, lift 15.5)
PC3 > 1.640775
PC18 > 0.7362046
PC30 > -0.01167358
-> class 1\|1 [0.938]
Rule 12/144: (13.7, lift 15.5)
PC1 > -0.430681
PC3 <= 0.7432103
PC6 > -3.248612
PC8 <= 2.359752
PC18 > 0.1661444
PC19 <= -1.245222
-> class 1\|1 [0.936]
Rule 12/145: (12, lift 15.4)
PC2 > 2.5099
PC11 > 1.438544
PC48 <= 0.2368063
-> class 1\|1 [0.928]
Rule 12/146: (9, lift 15.0)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 > -6.400552
PC5 <= 9.144154
PC16 > -1.946823
PC35 <= 0.7351906
PC45 <= -0.4763
PC46 <= 1.00931
-> class 1\|1 [0.909]
Rule 12/147: (9.5, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.03412016
PC33 > 0.9812835
PC48 <= 0.2368063
PC75 <= 1.006451
-> class 1\|1 [0.906]
Rule 12/148: (28.9/2.1, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.03412016
PC35 <= -0.2212318
PC45 > -0.6026969
-> class 1\|1 [0.901]
Rule 12/149: (19.9/1.7, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC11 <= -0.1177774
PC16 > -0.03412016
PC31 <= 0.1931313
PC48 <= 0.2368063
-> class 1\|1 [0.877]
Rule 12/150: (68/7.9, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.248612
PC11 > -2.343809
PC16 > -1.946823
PC18 > -0.30108
PC45 <= 0.1540567
PC53 > -1.884559
PC82 <= 0.3277877
-> class 1\|1 [0.873]
Rule 12/151: (24.2/2.4, lift 14.4)
PC2 <= 2.5099
PC3 > 6.929032
PC82 <= -0.6806296
-> class 1\|1 [0.870]
Rule 12/152: (12.9/1.1, lift 14.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.03412016
PC58 <= -0.6017607
-> class 1\|1 [0.856]
Rule 12/153: (27/3.9, lift 13.7)
PC1 > -0.430681
PC6 <= 5.1094
PC9 > -0.911768
PC16 <= -1.946823
PC45 > 0.3605511
-> class 1\|1 [0.830]
Rule 12/154: (100.2/18.5, lift 13.4)
PC1 > -0.430681
PC16 <= -1.946823
PC28 <= 0.2650615
PC98 > 0.1730876
-> class 1\|1 [0.809]
Rule 12/155: (135.1/30.9, lift 12.7)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.911768
PC16 <= -1.946823
PC28 <= 0.2650615
PC29 <= 0.03654253
PC98 <= 0.1730876
-> class 1\|1 [0.768]
Rule 12/156: (16.8/5.5, lift 10.8)
PC2 <= 2.5099
PC3 > 0.7432103
PC35 <= 0.7351906
PC48 > 0.6985834
-> class 1\|1 [0.654]
Rule 12/157: (73.2/27.2, lift 10.4)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC40 <= -0.4800626
-> class 1\|1 [0.626]
Rule 12/158: (229.1/99.1, lift 9.4)
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC10 > -0.1573964
PC42 <= -1.10544
-> class 1\|1 [0.567]
Rule 12/159: (57.1, lift 14.6)
PC3 > 0.7432103
PC35 <= -1.212324
-> class 1\|2 [0.983]
Rule 12/160: (162.6/3.6, lift 14.4)
PC2 <= 2.5099
PC3 > 0.7432103
PC3 <= 6.929032
PC12 <= 1.974452
PC15 <= 4.136679
PC22 > 0.2416821
PC22 <= 4.233553
PC46 > 1.00931
PC62 > -0.5719296
-> class 1\|2 [0.972]
Rule 12/161: (34.2, lift 14.4)
PC3 > 1.640775
PC16 > -0.03412016
PC48 > 0.2368063
PC55 > 0.6304926
-> class 1\|2 [0.972]
Rule 12/162: (206/5.6, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC11 > -0.1177774
PC11 <= 1.438544
PC16 > -0.03412016
PC31 <= 0.1931313
PC33 <= 0.9812835
PC48 <= 0.2368063
PC58 > -0.6017607
-> class 1\|2 [0.968]
Rule 12/163: (48.9/0.8, lift 14.3)
PC2 <= 2.5099
PC3 > 0.7432103
PC14 > -1.848327
PC45 > -0.4763
PC49 > 0.2359987
PC93 > 0.4063744
PC94 <= 0.08865249
-> class 1\|2 [0.964]
Rule 12/164: (25, lift 14.3)
PC2 <= 2.5099
PC4 <= -1.69655
PC28 <= 0.2650615
PC95 <= -0.06860722
-> class 1\|2 [0.963]
Rule 12/165: (33.9/0.4, lift 14.3)
PC3 > 1.640775
PC16 > -0.03412016
PC48 > 0.2368063
PC80 > 0.3968048
-> class 1\|2 [0.962]
Rule 12/166: (22, lift 14.2)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 > -1.946823
PC74 <= -1.947947
-> class 1\|2 [0.958]
Rule 12/167: (12.1, lift 13.8)
PC2 <= 2.5099
PC16 <= -1.946823
PC28 > 0.2650615
-> class 1\|2 [0.929]
Rule 12/168: (51/12.9, lift 10.9)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= -0.911768
PC16 <= -1.946823
-> class 1\|2 [0.738]
Rule 12/169: (3319.3/2084.5, lift 5.5)
PC1 > -0.2019541
PC16 > -1.946823
-> class 1\|2 [0.372]
Rule 12/170: (70.6/0.4, lift 16.1)
PC1 > -0.430681
PC4 > -0.651946
PC4 <= 0.8657938
PC5 > -6.400552
PC8 > -4.367485
PC11 > -1.703298
PC16 > -1.946823
PC16 <= 9.431917
PC35 <= 0.7351906
PC42 <= 1.170682
PC46 <= 1.00931
PC78 <= -0.6607938
-> class 1\|3 [0.981]
Rule 12/171: (198.4/4.3, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 10.14495
PC5 > -6.657678
PC16 > -0.03412016
PC48 > 0.2368063
PC55 <= 0.6304926
PC80 <= 0.3968048
PC87 <= 0.2844452
-> class 1\|3 [0.974]
Rule 12/172: (36/0.4, lift 15.8)
PC3 > 0.7432103
PC3 <= 6.929032
PC4 > -0.651946
PC11 > -1.703298
PC11 <= -1.584978
PC24 <= 4.377517
PC46 <= 1.00931
PC78 > -0.6607938
-> class 1\|3 [0.964]
Rule 12/173: (270.8/10.3, lift 15.7)
PC2 <= 2.5099
PC3 > 0.7432103
PC4 > -0.651946
PC4 <= 0.8657938
PC11 > -1.446983
PC14 > -1.848327
PC16 <= 9.431917
PC42 <= 1.170682
PC45 > -0.4763
PC46 <= 1.00931
PC68 > -2.25446
PC74 > -1.947947
PC93 <= 0.4063744
PC94 <= 0.08865249
PC98 <= -0.01898078
-> class 1\|3 [0.959]
Rule 12/174: (20.1, lift 15.7)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 > -0.3492788
PC56 <= 0.2542848
PC83 > -0.04821555
-> class 1\|3 [0.955]
Rule 12/175: (41.9/1.1, lift 15.6)
PC1 > -0.430681
PC1 <= 6.280995
PC3 <= 0.7432103
PC6 > -3.248612
PC8 <= 2.359752
PC13 > -0.1476189
PC19 <= -1.245222
PC35 <= 0.7351906
-> class 1\|3 [0.952]
Rule 12/176: (379.9/23.5, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.7432103
PC3 <= 6.929032
PC4 <= 0.8657938
PC5 > -6.400552
PC5 <= 9.144154
PC13 > -0.384605
PC14 > -0.8284562
PC24 <= 4.377517
PC35 > -1.212324
PC35 <= 0.7351906
PC42 <= 1.170682
PC46 <= 1.00931
PC49 <= 0.2359987
PC90 <= 1.924618
-> class 1\|3 [0.936]
Rule 12/177: (66.9/3.6, lift 15.3)
PC1 > -0.2019541
PC3 > 0.7432103
PC5 > -6.400552
PC15 > 4.136679
PC16 > -1.946823
-> class 1\|3 [0.934]
Rule 12/178: (18.6/0.8, lift 15.0)
PC3 > 0.7432103
PC3 <= 6.929032
PC13 > -0.09162939
PC42 > 1.170682
PC48 <= 0.6985834
-> class 1\|3 [0.914]
Rule 12/179: (9.5, lift 15.0)
PC1 > -0.430681
PC3 <= 0.7432103
PC8 > -4.367485
PC77 <= -1.26034
-> class 1\|3 [0.913]
Rule 12/180: (7.2, lift 14.6)
PC1 > -0.430681
PC2 <= 2.5099
PC5 > -6.400552
PC5 <= 9.144154
PC8 > -4.367485
PC35 <= 0.7351906
PC42 > 1.170682
PC44 > -0.09158577
-> class 1\|3 [0.891]
Rule 12/181: (5.4, lift 14.0)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 > -1.946823
PC46 > 1.00931
PC62 <= -0.5719296
-> class 1\|3 [0.855]
Rule 12/182: (4.1, lift 13.5)
PC3 <= 6.929032
PC22 > 4.233553
PC24 <= 4.377517
PC35 <= 0.7351906
PC46 > 1.00931
-> class 1\|3 [0.822]
Rule 12/183: (283.3/0.7, lift 12.8)
PC1 <= -0.430681
PC8 > 2.291764
PC10 <= 0.3352064
PC11 > -0.9337804
PC19 <= 0.6246938
PC48 <= -0.3157866
PC57 > -0.7836637
PC65 > -1.063689
PC70 <= 0.157301
-> class 2\|0 [0.994]
Rule 12/184: (64.5, lift 12.7)
PC8 > 2.291764
PC10 <= 0.3352064
PC11 > -0.9337804
PC19 <= 0.6246938
PC94 <= -0.7223536
-> class 2\|0 [0.985]
Rule 12/185: (43.1, lift 12.6)
PC8 > 2.291764
PC10 <= 0.3352064
PC19 <= 0.6246938
PC21 > -0.2499169
PC31 <= -0.7057244
PC51 <= -0.1206673
PC65 > -1.063689
-> class 2\|0 [0.978]
Rule 12/186: (134.7/2.6, lift 12.6)
PC1 <= -0.430681
PC8 > 0.5265281
PC19 <= -2.197866
PC44 > 0.6035599
-> class 2\|0 [0.974]
Rule 12/187: (59.6/0.7, lift 12.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC10 <= -0.1573964
PC54 <= 0.3426272
PC83 > 0.272599
-> class 2\|0 [0.972]
Rule 12/188: (30.9, lift 12.5)
PC1 > -0.2019541
PC8 > -4.367485
PC14 > -1.848327
PC16 > -1.946823
PC35 > 0.7351906
PC44 > 0.9945
PC71 > -0.7803868
-> class 2\|0 [0.970]
Rule 12/189: (186.8/5.3, lift 12.5)
PC8 > 2.291764
PC10 <= 0.3352064
PC11 > -0.9337804
PC19 <= 0.6246938
PC21 > -0.2499169
PC29 <= 0.2015476
PC31 > -0.7057244
PC38 <= 0.26204
PC46 <= 1.155422
PC64 <= 0.9084017
PC70 <= 0.157301
PC77 > -0.1926621
PC80 > -0.5749004
PC94 <= 0.299614
-> class 2\|0 [0.966]
Rule 12/190: (29, lift 12.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= -1.29724
PC8 > -0.07201499
PC10 <= -0.1573964
-> class 2\|0 [0.966]
Rule 12/191: (374.7/15.6, lift 12.4)
PC8 > 2.291764
PC10 <= 0.3352064
PC11 > -0.9337804
PC19 <= 0.6246938
PC21 > -0.2499169
PC29 <= 0.2015476
PC31 > -0.7057244
PC46 <= 1.155422
PC64 <= 0.9084017
PC70 <= 0.157301
PC77 <= -0.1926621
PC80 > -0.5749004
PC94 <= 0.299614
-> class 2\|0 [0.956]
Rule 12/192: (537.9/26.9, lift 12.3)
PC8 > 2.291764
PC10 <= 0.3352064
PC11 > -0.9337804
PC19 <= 0.6246938
PC29 <= 0.2015476
PC31 > -0.7057244
PC46 <= 1.155422
PC60 > -0.1797929
PC70 <= 0.157301
PC80 > -0.5749004
PC97 > -0.283807
-> class 2\|0 [0.948]
Rule 12/193: (15.2, lift 12.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC10 <= -0.1573964
PC57 > 0.8549603
-> class 2\|0 [0.942]
Rule 12/194: (11.2, lift 11.9)
PC1 > -0.2019541
PC8 > -4.367485
PC19 > -1.245222
PC21 > 1.683282
-> class 2\|0 [0.924]
Rule 12/195: (10.8, lift 11.9)
PC1 > -0.2019541
PC6 <= -3.248612
PC35 <= 0.7351906
PC53 <= -1.884559
PC82 <= 0.3277877
-> class 2\|0 [0.919]
Rule 12/196: (91.9/6.9, lift 11.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC10 <= -0.1573964
PC73 > 0.3522136
PC83 <= 0.272599
-> class 2\|0 [0.915]
Rule 12/197: (8.7/1.2, lift 10.3)
PC8 > 2.291764
PC19 > 0.6246938
PC21 > -0.2499169
PC38 <= -1.101663
-> class 2\|0 [0.795]
Rule 12/198: (22.1/5.2, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC10 <= -0.6241782
-> class 2\|0 [0.745]
Rule 12/199: (59/16.7, lift 9.2)
PC1 > -0.2019541
PC3 <= 0.7432103
PC6 > -3.248612
PC8 > 0.05853367
PC24 > 0.002176012
-> class 2\|0 [0.710]
Rule 12/200: (2245.6/1140, lift 6.4)
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 > -0.3492788
PC16 > -1.946823
PC40 > -0.4800626
PC56 <= 0.2542848
-> class 2\|0 [0.492]
Rule 12/201: (223.4/0.4, lift 9.9)
PC1 <= -0.430681
PC2 <= -0.5562518
PC8 > 2.291764
PC19 > 0.6246938
PC38 > -1.101663
-> class 2\|1 [0.994]
Rule 12/202: (123.1, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC8 <= 5.039791
PC10 > 0.3352064
PC21 > -0.2499169
-> class 2\|1 [0.992]
Rule 12/203: (103.9, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.9337804
-> class 2\|1 [0.991]
Rule 12/204: (121.7/1.7, lift 9.8)
PC8 > 2.291764
PC11 > -0.9337804
PC48 > -0.3157866
PC60 <= -0.1797929
PC94 > 0.299614
PC97 > -0.283807
-> class 2\|1 [0.978]
Rule 12/205: (87.8/1.4, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC57 <= -0.7836637
-> class 2\|1 [0.973]
Rule 12/206: (34.6, lift 9.7)
PC1 > -0.430681
PC16 > -1.946823
PC35 > 0.7351906
PC44 > 0.9945
PC71 <= -0.7803868
-> class 2\|1 [0.973]
Rule 12/207: (29.5, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC13 <= -0.848649
PC76 <= -0.590421
-> class 2\|1 [0.968]
Rule 12/208: (78.3/1.6, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC30 > 0.4383159
PC44 <= 0.6035599
-> class 2\|1 [0.967]
Rule 12/209: (72.6/1.6, lift 9.6)
PC8 > -0.07201499
PC10 <= 0.3352064
PC11 > -0.9337804
PC31 <= -0.7057244
PC51 > -0.1206673
PC70 <= 0.157301
PC95 <= 0.1859384
-> class 2\|1 [0.966]
Rule 12/210: (24.5, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC65 <= -1.063689
-> class 2\|1 [0.962]
Rule 12/211: (104.1/3, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC29 <= 0.2015476
PC46 > 1.155422
PC94 > -0.7223536
-> class 2\|1 [0.962]
Rule 12/212: (24.5, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC31 > -0.7057244
PC48 > -0.3157866
PC97 <= -0.283807
-> class 2\|1 [0.961]
Rule 12/213: (37.8/0.8, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC21 > -0.2499169
PC38 > 0.26204
PC46 <= 1.155422
PC64 <= 0.9084017
PC77 > -0.1926621
PC80 > -0.5749004
PC94 <= 0.299614
PC97 > -0.283807
-> class 2\|1 [0.955]
Rule 12/214: (23.5/0.5, lift 9.4)
PC2 <= 2.5099
PC6 <= -3.248612
PC8 > -4.367485
PC35 <= 0.7351906
PC82 > 0.3277877
-> class 2\|1 [0.943]
Rule 12/215: (14.7, lift 9.4)
PC1 <= -4.421589
PC8 > -2.966951
PC13 <= -0.848649
-> class 2\|1 [0.940]
Rule 12/216: (32.5/1.1, lift 9.4)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > -0.2499169
PC29 > 0.2015476
PC48 > -0.3157866
-> class 2\|1 [0.938]
Rule 12/217: (200.4/18.9, lift 9.0)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= -0.2499169
-> class 2\|1 [0.902]
Rule 12/218: (123/12.8, lift 8.9)
PC1 <= -0.430681
PC8 > 2.291764
PC70 > 0.157301
-> class 2\|1 [0.890]
Rule 12/219: (20.2/1.4, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC32 <= -2.07958
PC43 <= -1.508996
-> class 2\|1 [0.890]
Rule 12/220: (10.9/0.5, lift 8.8)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 > -0.3492788
PC40 > -0.4800626
PC56 > 0.2542848
-> class 2\|1 [0.883]
Rule 12/221: (145/16.5, lift 8.8)
PC1 <= -0.430681
PC8 > 0.5265281
PC8 <= 2.291764
PC10 > -0.1573964
PC19 > -2.197866
PC29 <= 0.3459832
PC44 > 0.6035599
-> class 2\|1 [0.881]
Rule 12/222: (80/10.4, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC28 <= -0.2606607
-> class 2\|1 [0.861]
Rule 12/223: (55.9/7.8, lift 8.5)
PC1 <= -0.430681
PC8 > 2.291764
PC31 > -0.7057244
PC46 <= 1.155422
PC64 > 0.9084017
-> class 2\|1 [0.848]
Rule 12/224: (23.7/3.5, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC42 <= -0.5118544
PC43 > -1.508996
PC60 > 0.2173355
PC68 <= -0.8178174
PC81 > -0.3155267
PC100 <= 3.830744
-> class 2\|1 [0.826]
Rule 12/225: (26.6/5.7, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC13 > -0.848649
PC100 > 3.830744
-> class 2\|1 [0.767]
Rule 12/226: (50.1/13.7, lift 7.2)
PC1 <= -0.430681
PC8 > 2.291764
PC48 > -0.3157866
PC80 <= -0.5749004
-> class 2\|1 [0.718]
Rule 12/227: (1608.4/652.9, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC12 > -3.302467
PC42 > -1.10544
-> class 2\|1 [0.594]
Rule 12/228: (350.5/1.5, lift 12.0)
PC1 <= -0.430681
PC3 > -1.459406
PC8 > -2.966951
PC8 <= -0.07201499
PC10 > -0.08107302
PC13 > -0.848649
PC16 <= 1.520959
PC19 > -3.952381
PC24 > -0.9176913
PC39 > -0.2809855
PC60 <= 0.2173355
PC64 > 0.05034552
PC73 > -0.7567224
PC85 <= 2.770555
-> class 2\|2 [0.993]
Rule 12/229: (279.2/1.5, lift 12.0)
PC1 <= -0.430681
PC3 > -1.459406
PC8 > -2.966951
PC8 <= -0.07201499
PC9 > -4.054835
PC10 > -0.08107302
PC13 > -0.848649
PC16 <= 1.520959
PC24 > -0.9176913
PC60 <= 0.2173355
PC64 > 0.05034552
PC65 <= 0.2102436
PC73 > -0.7567224
PC87 <= 0.7510068
-> class 2\|2 [0.991]
Rule 12/230: (55.8, lift 11.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC30 <= 0.4383159
PC45 > 0.0175242
PC46 > -0.3939868
PC56 > -0.2910889
PC78 > -0.1088977
PC81 > 0.2523129
PC89 > -0.5278064
PC100 <= 1.488753
-> class 2\|2 [0.982]
Rule 12/231: (139.8/1.7, lift 11.8)
PC1 <= -2.206979
PC8 > -2.966951
PC8 <= -0.07201499
PC36 > 0.08475667
PC43 > -1.508996
PC55 > -1.075327
PC60 > 0.2173355
PC62 > -1.317571
PC68 > -0.8178174
PC68 <= 1.962013
PC83 > -0.6904467
PC91 > -0.384837
PC100 <= 3.830744
-> class 2\|2 [0.981]
Rule 12/232: (42.5, lift 11.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC22 <= -1.809871
PC42 > -1.10544
PC44 <= 0.6035599
-> class 2\|2 [0.978]
Rule 12/233: (79/1, lift 11.8)
PC2 <= -1.025067
PC8 > -0.07201499
PC8 <= 2.291764
PC12 <= -2.151512
PC44 <= 0.6035599
PC45 > 0.0175242
PC46 > -0.3939868
PC56 > -0.2910889
PC89 > -0.5278064
-> class 2\|2 [0.975]
Rule 12/234: (36.9, lift 11.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC11 <= 0.7473348
PC60 <= 0.2173355
PC62 > 0.8338502
-> class 2\|2 [0.974]
Rule 12/235: (42.4/0.3, lift 11.7)
PC1 <= -0.430681
PC3 > -1.572511
PC8 <= 2.291764
PC10 > -0.1573964
PC32 <= -1.348193
PC44 <= 0.6035599
PC45 <= 0.0175242
PC100 <= 1.488753
-> class 2\|2 [0.971]
Rule 12/236: (30.7, lift 11.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC22 <= -2.246504
PC60 <= 0.2173355
PC86 <= 1.145727
-> class 2\|2 [0.968]
Rule 12/237: (28.2, lift 11.7)
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC10 > -0.3763258
PC10 <= -0.08107302
PC16 <= 1.520959
PC32 <= -0.4418046
PC60 <= 0.2173355
-> class 2\|2 [0.966]
Rule 12/238: (180.9/5.3, lift 11.7)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.07201499
PC8 <= 0.8031177
PC10 > -0.1573964
PC22 > -1.587528
PC34 <= 0.705994
PC44 <= 0.6035599
PC45 > 0.0175242
PC47 <= 0.2911419
PC56 > -0.2910889
PC58 > -0.9533709
PC67 > -0.570773
PC78 > -0.1088977
PC83 <= 0.5345021
PC89 > -0.5278064
PC100 <= 1.488753
-> class 2\|2 [0.965]
Rule 12/239: (43.6/0.8, lift 11.6)
PC1 <= -0.430681
PC8 > -0.07201499
PC8 <= 2.291764
PC12 <= -3.302467
PC44 <= 0.6035599
-> class 2\|2 [0.960]
Rule 12/240: (96.1/3.2, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC10 > -0.08107302
PC11 <= 0.7473348
PC37 > -0.801118
PC45 <= 0.3125924
PC60 <= 0.2173355
PC73 <= -0.3545561
PC85 <= 2.770555
-> class 2\|2 [0.957]
Rule 12/241: (145.2/7.4, lift 11.4)
PC1 <= -1.663179
PC3 > -1.572511
PC8 > 0.8031177
PC8 <= 2.291764
PC10 > -0.1573964
PC28 > -0.06125328
PC29 <= 0.2707354
PC34 > -0.3109454
PC35 > -0.3984437
PC44 <= 0.6035599
PC45 > 0.0175242
PC51 > -0.1515932
PC56 > -0.2910889
PC59 <= 0.5018861
PC67 > -0.570773
PC78 > -0.1088977
PC83 <= 0.5345021
PC87 > -0.6950347
PC89 > -0.5278064
PC97 <= 0.3232662
PC100 > -0.8008983
-> class 2\|2 [0.943]
Rule 12/242: (57.5/2.6, lift 11.3)
PC8 > -2.966951
PC8 <= -0.07201499
PC9 > 11.5895
PC28 > -0.2606607
PC100 <= 3.830744
-> class 2\|2 [0.940]
Rule 12/243: (209.8/12.2, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC13 > -0.848649
PC19 > -3.952381
PC28 > -0.1383138
PC32 > -2.07958
PC43 <= -1.508996
PC62 > -4.324138
PC71 <= 4.970011
-> class 2\|2 [0.938]
Rule 12/244: (13.9, lift 11.3)
PC1 <= -0.430681
PC8 > -0.07201499
PC11 <= -3.00178
PC45 <= 0.0175242
-> class 2\|2 [0.937]
Rule 12/245: (128.1/7.6, lift 11.3)
PC1 <= -0.430681
PC8 > -2.966951
PC8 <= -0.07201499
PC19 > 2.979317
PC22 <= 1.28584
PC28 > -0.1432701
PC68 > -0.8178174
PC74 <= 0.2611715
-> class 2\|2 [0.934]
Rule 12/246: (12.8, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.572511
PC7 <= -0.09614535
PC8 > -0.07201499
PC45 <= 0.0175242
PC54 <= 1.677974
PC100 <= 1.488753
-> class 2\|2 [0.932]
Rule 12/247: (22.9/0.9, lift 11.2)
PC8 > -3.998709
PC8 <= -2.966951
PC17 > 0.4450624
PC85 <= 0.0808635
PC98 > 0.4442513
-> class 2\|2 [0.925]
Rule 12/248: (16.8/0.6, lift 11.0)
PC1 <= -0.430681
PC8 > -2.966951
PC8 <= -0.07201499
PC19 > 2.979317
PC19 <= 3.029113
PC36 <= 0.08475667
PC68 > -0.8178174
-> class 2\|2 [0.914]
Rule 12/249: (9.4, lift 11.0)
PC8 <= -0.07201499
PC9 <= 11.5895
PC13 > -0.848649
PC36 > 0.08475667
PC48 > 2.573302
-> class 2\|2 [0.912]
Rule 12/250: (10.1, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC13 > -0.848649
PC28 > -0.2606607
PC60 > 0.2173355
PC68 <= -0.8178174
PC81 <= -0.3155267
-> class 2\|2 [0.910]
Rule 12/251: (84.8/6.9, lift 11.0)
PC1 <= -0.430681
PC8 > -2.966951
PC8 <= -0.07201499
PC10 > -0.08107302
PC11 > 0.7473348
PC13 > -0.848649
PC60 <= 0.2173355
PC64 <= 0.05034552
PC86 <= 1.145727
-> class 2\|2 [0.909]
Rule 12/252: (8.1, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC10 <= -0.08107302
PC13 > -0.848649
PC29 > 0.1610133
PC60 <= 0.2173355
-> class 2\|2 [0.901]
Rule 12/253: (32.5/2.5, lift 10.8)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 <= 0.7432103
PC6 > -3.248612
PC8 > -4.367485
PC8 <= 0.05853367
PC19 > -1.245222
PC24 > 0.002176012
PC35 <= 0.7351906
PC51 <= -0.1571038
-> class 2\|2 [0.899]
Rule 12/254: (5.8, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 2.291764
PC10 <= -0.1573964
PC92 > 0.3058287
-> class 2\|2 [0.872]
Rule 12/255: (49.2/5.9, lift 10.5)
PC1 <= -0.430681
PC3 > -1.572511
PC8 > -0.07201499
PC8 <= 2.291764
PC10 > -0.1573964
PC42 > -1.10544
PC44 <= 0.6035599
PC54 <= 1.677974
PC58 > -0.9533709
PC68 > 0.74695
PC100 <= 1.488753
-> class 2\|2 [0.866]
Rule 12/256: (14.9/1.3, lift 10.4)
PC2 <= 2.5099
PC8 <= -0.07201499
PC10 > -0.3763258
PC10 <= -0.08107302
PC13 > -0.848649
PC16 <= 1.520959
PC60 <= 0.2173355
PC86 <= -0.2639573
-> class 2\|2 [0.862]
Rule 12/257: (132.5/22.9, lift 9.9)
PC8 > -2.966951
PC8 <= -0.07201499
PC9 > 5.814162
PC13 > -0.848649
PC19 > -3.952381
PC34 > -0.6884801
PC36 <= 0.08475667
PC43 > -1.508996
PC100 <= 3.830744
-> class 2\|2 [0.822]
Rule 12/258: (14.4/5.9, lift 7.0)
PC2 <= 2.5099
PC8 <= -2.966951
PC29 > 0.3038806
PC85 > 0.0808635
-> class 2\|2 [0.579]
Rule 12/259: (132.6, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.966951
PC19 > -3.952381
PC23 > -0.4359085
PC39 <= 0.283203
PC51 <= -0.03512346
PC61 <= -0.2708035
-> class 2\|3 [0.993]
Rule 12/260: (103.9, lift 8.6)
PC8 <= -0.07201499
PC9 <= 11.5895
PC19 > 3.029113
PC36 <= 0.08475667
PC41 <= 2.128542
PC60 > 0.2173355
PC74 > 0.2611715
-> class 2\|3 [0.991]
Rule 12/261: (69.7, lift 8.6)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 <= -4.367485
PC31 <= -0.05837341
PC79 > -0.4769921
-> class 2\|3 [0.986]
Rule 12/262: (54.9, lift 8.6)
PC1 > -0.2019541
PC3 <= 0.7432103
PC6 > -3.248612
PC8 > -4.367485
PC8 <= 0.05853367
PC13 > 0.02480778
PC19 > -1.245222
PC51 > -0.1571038
PC56 > 0.01577579
-> class 2\|3 [0.982]
Rule 12/263: (49.9, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.966951
PC23 > -0.4359085
PC45 > 0.1011119
PC51 > -0.03512346
PC85 > 0.0808635
-> class 2\|3 [0.981]
Rule 12/264: (50.9, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.966951
PC23 > -0.4359085
PC43 <= 0.7436237
PC85 > 0.0808635
PC89 > 0.6216257
-> class 2\|3 [0.981]
Rule 12/265: (82.7/1.5, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.966951
PC23 > -0.4359085
PC30 > -0.5039133
PC43 <= 0.7436237
PC51 <= -0.03512346
PC85 > 0.0808635
-> class 2\|3 [0.971]
Rule 12/266: (28.9, lift 8.4)
PC2 <= 2.5099
PC8 <= -2.966951
PC23 > -0.4359085
PC30 <= -0.5039133
PC43 <= 0.7436237
PC94 <= 0.1031989
-> class 2\|3 [0.968]
Rule 12/267: (91.4/2.3, lift 8.4)
PC1 <= -0.430681
PC3 > -1.459406
PC8 > -2.966951
PC8 <= -0.07201499
PC10 > -0.08107302
PC11 <= 0.7473348
PC22 > -2.246504
PC43 > -1.508996
PC60 <= 0.2173355
PC62 <= 0.8338502
PC64 <= 0.05034552
PC73 > -0.3545561
-> class 2\|3 [0.965]
Rule 12/268: (24.3, lift 8.4)
PC1 > -0.430681
PC8 <= -4.367485
PC14 > 1.512467
PC50 > -0.5249622
-> class 2\|3 [0.960]
Rule 12/269: (19.4, lift 8.3)
PC2 <= 2.5099
PC6 <= -3.248612
PC14 > -1.848327
PC16 > -1.946823
PC18 <= -0.30108
-> class 2\|3 [0.951]
Rule 12/270: (15.7, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC9 <= 11.5895
PC43 > -1.508996
PC60 <= 0.2173355
PC85 > 2.770555
-> class 2\|3 [0.941]
Rule 12/271: (12.4, lift 8.1)
PC2 <= 2.5099
PC8 > -2.966951
PC43 <= -1.508996
PC71 > 4.970011
-> class 2\|3 [0.930]
Rule 12/272: (455.8/45.1, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC9 <= 5.814162
PC19 > -3.952381
PC19 <= 2.979317
PC22 <= 1.28584
PC28 > -0.1432701
PC29 <= 0.3446466
PC36 > -0.685043
PC36 <= 0.08475667
PC43 > -1.508996
PC60 > 0.2173355
PC68 > -0.8178174
-> class 2\|3 [0.899]
Rule 12/273: (65.7/8.4, lift 7.5)
PC1 > -0.2019541
PC2 <= 2.5099
PC14 > -1.848327
PC23 > 0.3057835
PC35 > 0.7351906
PC44 <= 0.9945
-> class 2\|3 [0.861]
Rule 12/274: (45.8/20.9, lift 4.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.291764
PC29 > 0.3459832
-> class 2\|3 [0.542]
Rule 12/275: (39.4/19.6, lift 4.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.07201499
PC8 <= 0.5265281
PC10 > -0.1573964
PC42 > -1.10544
PC44 > 0.6035599
-> class 2\|3 [0.501]
Rule 12/276: (12477/10188.8, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.183]
Rule 12/277: (690.3/1.6, lift 13.8)
PC1 <= -0.430681
PC8 <= -0.07201499
PC19 <= -3.952381
PC29 <= 0.02548932
PC72 > -0.1063285
-> class 2\|4 [0.996]
Rule 12/278: (795.9/5.2, lift 13.8)
PC1 <= -0.430681
PC8 <= -2.966951
PC29 <= 0.3038806
PC35 <= 1.881798
PC43 > 0.7436237
PC54 <= 1.03493
PC85 > 0.0808635
-> class 2\|4 [0.992]
Rule 12/279: (72.6, lift 13.7)
PC8 <= -2.966951
PC15 <= 2.827129
PC23 <= -0.4359085
PC29 <= 0.3038806
PC35 <= 1.881798
PC39 <= 0.283203
PC43 <= 0.7436237
PC85 > 0.0808635
-> class 2\|4 [0.985]
Rule 12/280: (84.9/0.4, lift 13.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC30 <= -0.5039133
PC61 > -0.2708035
PC92 <= 0.1144024
PC94 > 0.1031989
-> class 2\|4 [0.984]
Rule 12/281: (27.8, lift 13.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC9 <= 5.814162
PC13 > -0.848649
PC22 > 1.28584
PC36 <= 0.08475667
PC60 > 0.2173355
PC68 > -0.8178174
-> class 2\|4 [0.966]
Rule 12/282: (90.3/2.9, lift 13.3)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -4.367485
PC14 <= 1.512467
PC31 > -0.05837341
-> class 2\|4 [0.958]
Rule 12/283: (90.6/3.2, lift 13.3)
PC2 <= 2.5099
PC8 <= -3.998709
PC10 > -0.1044677
PC19 <= 1.198945
PC24 > -0.3030717
PC54 > -0.00279705
PC65 <= 0.4214233
PC85 <= 0.0808635
PC89 <= 0.9681633
PC96 <= 0.3107686
-> class 2\|4 [0.955]
Rule 12/284: (21.3/0.5, lift 13.0)
PC2 <= 2.5099
PC8 <= -2.966951
PC23 > -0.4359085
PC35 <= 1.881798
PC39 <= 0.283203
PC49 <= 0.1459025
PC59 <= -0.2713319
PC85 > 0.0808635
PC92 > 0.1144024
-> class 2\|4 [0.934]
Rule 12/285: (4.5, lift 11.8)
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC43 <= -1.508996
PC62 <= -4.324138
-> class 2\|4 [0.847]
Rule 12/286: (10.3/0.9, lift 11.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC13 > -0.848649
PC19 > -3.952381
PC28 > -0.2606607
PC34 <= -0.6884801
PC43 > -1.508996
PC68 > -0.8178174
-> class 2\|4 [0.843]
Rule 12/287: (430.7/77.6, lift 11.4)
PC4 > -0.3312145
PC8 <= -2.966951
PC15 <= -0.3743086
PC35 <= 1.881798
PC39 <= 0.283203
PC49 <= 0.1459025
PC85 > 0.0808635
PC92 <= 0.1144024
-> class 2\|4 [0.818]
Rule 12/288: (13.3/1.8, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.07201499
PC9 <= 11.5895
PC19 <= 2.979317
PC29 > 0.3446466
PC36 <= 0.08475667
-> class 2\|4 [0.817]
Rule 12/289: (12.7/2.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.07201499
PC10 > -0.3763258
PC10 <= -0.3574325
PC60 > 0.2173355
-> class 2\|4 [0.768]
Rule 12/290: (7096.6/5836.7, lift 2.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC19 <= 2.979317
-> class 2\|4 [0.178]
Default class: 2\|3
----- Trial 13: -----
Rules:
Rule 13/1: (163.9/0.4, lift 15.8)
PC1 > -0.6871373
PC13 <= -1.981838
PC14 > -0.3755859
PC17 > -0.07987422
PC18 > 2.258572
PC25 > -0.4215362
PC55 > -0.4932779
PC56 <= 1.207356
-> class 0\|0 [0.991]
Rule 13/2: (89.2, lift 15.8)
PC1 > -0.6871373
PC18 > 2.258572
PC22 > -0.3628663
PC53 > -1.052881
PC55 > -0.4932779
PC75 > 0.2771872
-> class 0\|0 [0.989]
Rule 13/3: (120.2/0.7, lift 15.7)
PC1 <= -0.6871373
PC2 > 2.301497
PC9 > -0.3333247
PC18 > 2.258572
PC22 > -0.3628663
PC39 > -0.8634975
PC47 <= 0.801438
PC64 <= -0.2568761
-> class 0\|0 [0.986]
Rule 13/4: (89.8/0.4, lift 15.7)
PC2 > 2.301497
PC6 <= 0.1730203
PC9 > -0.3333247
PC15 <= 0.8770248
PC18 > -0.4677226
PC22 > -0.3628663
PC29 > -0.103612
PC31 > 0.1204186
PC36 <= 0.04279083
PC74 <= 0.1962164
PC77 > -0.01854217
-> class 0\|0 [0.985]
Rule 13/5: (56.9/0.5, lift 15.6)
PC1 <= -0.6871373
PC2 > 2.301497
PC9 > -0.3333247
PC18 > 2.258572
PC22 > -0.3628663
PC55 <= -0.1878678
PC56 <= 1.207356
-> class 0\|0 [0.975]
Rule 13/6: (468/22.2, lift 15.2)
PC1 > -0.6871373
PC17 > -0.07987422
PC18 > 2.258572
PC22 > -0.3628663
PC25 > -0.4215362
PC55 > -0.4932779
PC56 <= 1.207356
PC80 <= -0.1646361
-> class 0\|0 [0.951]
Rule 13/7: (49.6/1.8, lift 15.1)
PC2 > 2.301497
PC9 > -0.3333247
PC18 > -0.4677226
PC22 > -0.3628663
PC90 <= -1.708234
-> class 0\|0 [0.947]
Rule 13/8: (75.4/4.1, lift 14.9)
PC2 > 2.301497
PC6 > 0.1730203
PC16 > 0.2030035
PC18 > -0.4677226
PC18 <= 2.258572
PC21 > 0.00294702
-> class 0\|0 [0.934]
Rule 13/9: (12.8, lift 14.8)
PC8 > -0.2921472
PC9 <= -0.3333247
PC12 <= 0.571898
PC18 > 3.388122
PC30 <= 4.336929
-> class 0\|0 [0.926]
Rule 13/10: (516.3/39.8, lift 14.7)
PC1 > -0.6871373
PC5 > -0.4945746
PC9 > -0.3333247
PC17 > -0.07987422
PC18 > 2.258572
PC22 > -0.2842599
PC25 > -0.4215362
PC54 <= 1.124524
PC55 > -0.4932779
PC56 <= 1.207356
-> class 0\|0 [0.921]
Rule 13/11: (167.7/15.4, lift 14.4)
PC2 > 2.301497
PC9 > -0.3333247
PC18 > 2.258572
PC30 <= -1.663647
-> class 0\|0 [0.904]
Rule 13/12: (21.3/1.3, lift 14.4)
PC2 > 2.301497
PC9 > -0.3333247
PC18 > 2.258572
PC22 > -0.3628663
PC45 <= -0.8488144
PC55 > -0.1878678
PC56 <= 1.207356
PC64 > -0.2568761
-> class 0\|0 [0.903]
Rule 13/13: (61/5.5, lift 14.3)
PC18 > 2.258572
PC22 > -0.3628663
PC29 <= -2.469304
-> class 0\|0 [0.897]
Rule 13/14: (6.7, lift 13.9)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC56 <= 1.207356
PC68 > 1.286729
-> class 0\|0 [0.874]
Rule 13/15: (6.1, lift 13.9)
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC22 <= -0.3628663
PC25 <= -1.050508
-> class 0\|0 [0.872]
Rule 13/16: (351.3/61.8, lift 13.1)
PC8 > -0.04215986
PC9 > -0.3333247
PC18 > 1.099115
PC22 > -0.3628663
PC26 <= 1.415106
PC31 <= 0.1204186
PC88 > 0.3821523
-> class 0\|0 [0.822]
Rule 13/17: (213.2/50.9, lift 12.1)
PC8 > -0.2921472
PC18 > 3.388122
PC48 > 0.3916654
-> class 0\|0 [0.759]
Rule 13/18: (168.2/0.9, lift 13.8)
PC1 <= -0.6871373
PC9 > -0.3333247
PC18 > 2.258572
PC22 > -0.3628663
PC29 > -2.469304
PC30 > -1.663647
PC45 > -0.8488144
PC54 > -0.7889446
PC55 > -0.1878678
PC64 > -0.2568761
PC68 <= 1.286729
-> class 0\|1 [0.989]
Rule 13/19: (134.8/0.8, lift 13.7)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > 0.4257587
PC22 <= -0.3628663
PC25 > -1.050508
PC42 <= 1.231999
PC78 <= 0.5689636
PC80 > -0.1949265
-> class 0\|1 [0.987]
Rule 13/20: (120.9/1.4, lift 13.6)
PC3 <= 1.640775
PC4 > 2.235021
PC5 <= 1.287166
PC15 > -0.1307071
PC18 > -1.127962
PC18 <= -0.4677226
PC28 <= -0.05609887
-> class 0\|1 [0.981]
Rule 13/21: (16, lift 13.1)
PC2 > 2.301497
PC3 <= 1.640775
PC6 <= 0.1730203
PC18 > -0.4677226
PC18 <= 2.258572
PC22 > -0.3628663
PC29 > -0.103612
PC31 > 0.1204186
PC36 <= 0.04279083
PC74 > 0.1962164
-> class 0\|1 [0.945]
Rule 13/22: (14, lift 13.0)
PC1 <= -0.6871373
PC2 > 2.301497
PC9 > -0.3333247
PC18 > -0.4677226
PC22 > -0.3628663
PC39 <= -0.8634975
PC64 <= -0.2568761
-> class 0\|1 [0.937]
Rule 13/23: (24.9/1, lift 12.8)
PC1 <= -0.6871373
PC18 > 2.258572
PC22 > -0.3628663
PC47 > 0.801438
PC56 <= 1.207356
PC64 <= -0.2568761
-> class 0\|1 [0.924]
Rule 13/24: (103.4/8.8, lift 12.6)
PC2 > 2.301497
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 > -2.430627
PC18 <= -0.4677226
PC59 > 0.3098417
-> class 0\|1 [0.907]
Rule 13/25: (6.4, lift 12.3)
PC18 > 2.258572
PC53 > -1.052881
PC53 <= -1.050557
-> class 0\|1 [0.881]
Rule 13/26: (11.7/1, lift 11.8)
PC18 > 2.258572
PC22 > -0.2842599
PC53 > -1.052881
PC55 > -0.4932779
PC75 <= 0.2771872
PC94 > 0.7149187
-> class 0\|1 [0.851]
Rule 13/27: (29.1/4.7, lift 11.3)
PC1 > -0.6871373
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC14 <= -0.3755859
PC18 > -0.4677226
PC22 > -0.3628663
PC80 > -0.1646361
-> class 0\|1 [0.816]
Rule 13/28: (23.6/4.3, lift 11.0)
PC1 > -0.6871373
PC5 <= -0.4945746
PC13 > -1.981838
PC18 > 2.258572
PC53 > -1.052881
PC80 > -0.1646361
-> class 0\|1 [0.793]
Rule 13/29: (24/6.6, lift 9.8)
PC1 > -0.6871373
PC17 <= -0.07987422
PC18 > 2.258572
-> class 0\|1 [0.707]
Rule 13/30: (3212.2/1965.5, lift 5.4)
PC2 > 2.301497
PC3 <= 1.640775
PC18 > -0.4677226
-> class 0\|1 [0.388]
Rule 13/31: (207.9, lift 10.3)
PC1 <= -0.7080471
PC2 > 2.301497
PC7 > -0.5701586
PC9 <= -0.3333247
PC16 <= 0.7990372
PC18 > -0.4677226
PC18 <= 3.388122
PC20 > -4.900248
PC30 <= 4.336929
PC47 <= 4.410915
PC80 > -4.368934
PC89 <= 2.571087
PC92 > -6.173739
-> class 0\|2 [0.995]
Rule 13/32: (93.6, lift 10.3)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
PC27 <= 2.069927
PC40 > -2.798079
PC44 <= 1.235107
PC48 <= -0.4308371
PC52 <= 3.224711
PC66 > -1.946123
PC75 <= 0.4688498
PC79 <= 1.491928
PC89 > -0.8360177
PC92 <= 1.109536
PC94 > -0.7348022
PC98 > -1.70811
-> class 0\|2 [0.990]
Rule 13/33: (99.5, lift 10.3)
PC4 > 2.235021
PC5 > 1.287166
PC18 > -1.127962
PC18 <= -0.4677226
PC20 > -3.067778
PC47 <= 2.495162
-> class 0\|2 [0.990]
Rule 13/34: (85.6, lift 10.3)
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -2.430627
PC22 <= 1.696119
PC33 > -1.425962
PC87 > -1.677675
-> class 0\|2 [0.989]
Rule 13/35: (79.9, lift 10.2)
PC18 <= -1.127962
PC22 > -0.06441885
PC30 <= 2.57314
PC38 <= 1.203023
PC45 > -2.828797
PC58 > -4.939949
PC66 > -1.946123
PC85 <= 1.524293
PC89 > -0.8360177
PC92 > 1.109536
PC94 > -0.7348022
-> class 0\|2 [0.987]
Rule 13/36: (56, lift 10.2)
PC4 <= -6.891243
PC18 > -1.127962
PC18 <= -0.4677226
PC94 <= 0.6472571
-> class 0\|2 [0.983]
Rule 13/37: (68.5/0.4, lift 10.2)
PC4 > 9.305666
PC18 <= -0.4677226
PC78 <= 2.983765
-> class 0\|2 [0.981]
Rule 13/38: (48, lift 10.2)
PC3 <= 1.640775
PC18 <= -0.4677226
PC30 <= 2.57314
PC33 > -2.205411
PC38 <= 1.833806
PC44 <= 0.77464
PC45 > -2.828797
PC65 <= -1.021583
PC67 <= 0.1277756
PC73 <= 2.287993
PC78 <= 2.983765
PC89 > -0.8360177
PC94 > -0.7348022
-> class 0\|2 [0.980]
Rule 13/39: (40.5, lift 10.1)
PC2 > 2.301497
PC3 <= 1.640775
PC7 > -0.7696513
PC16 <= 0.3112414
PC18 <= -0.4677226
PC30 <= 1.501975
PC31 <= 0.1944048
PC38 <= 1.273247
PC45 <= 1.340546
PC48 > -0.4308371
PC52 <= 0.8786797
PC63 <= 0.9567306
PC75 <= 0.4688498
PC85 <= 1.524293
PC86 > -2.055228
PC98 > -1.70811
-> class 0\|2 [0.976]
Rule 13/40: (39.7, lift 10.1)
PC7 > -0.7696513
PC18 <= -0.4677226
PC31 <= 0.1944048
PC33 > -2.205411
PC38 <= 1.273247
PC44 <= 1.235107
PC52 <= 0.8786797
PC63 > 0.9567306
PC89 > -0.8360177
PC90 <= 0.3040766
PC92 <= 1.109536
PC94 > -0.7348022
-> class 0\|2 [0.976]
Rule 13/41: (37.4, lift 10.1)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
PC27 <= 2.069927
PC33 <= 3.416565
PC40 > -2.798079
PC41 <= 0.2305172
PC46 <= -0.4734391
PC69 > -3.938603
PC86 > -2.055228
PC98 > -1.70811
-> class 0\|2 [0.975]
Rule 13/42: (38, lift 10.1)
PC4 > -7.746524
PC7 > -0.7696513
PC27 <= 2.069927
PC30 <= 1.501975
PC32 <= 0.9928104
PC33 <= 3.416565
PC35 <= 0.5645989
PC36 <= -2.067703
PC46 > -0.4734391
PC48 > -0.4308371
PC63 <= 1.252008
PC67 <= 0.2065691
PC75 <= 0.4688498
PC94 > -0.7348022
-> class 0\|2 [0.975]
Rule 13/43: (85.2/1.5, lift 10.1)
PC2 > 2.301497
PC18 <= -1.127962
PC27 <= 2.069927
PC31 <= 0.1944048
PC32 <= 0.9928104
PC33 > -2.205411
PC38 <= 1.833806
PC40 > -2.798079
PC41 <= 0.2305172
PC52 <= 3.224711
PC62 > 0.5901068
PC63 <= 1.252008
PC67 <= 0.2472129
PC73 <= 2.287993
PC92 <= 1.109536
PC94 > -0.7348022
-> class 0\|2 [0.971]
Rule 13/44: (164.9/3.8, lift 10.1)
PC2 > 2.301497
PC3 <= 1.640775
PC7 > -0.5701586
PC9 <= -0.3333247
PC16 <= 0.7990372
PC18 > -0.4677226
PC18 <= 3.388122
PC22 > -0.5599737
PC30 <= 4.336929
PC47 <= 4.410915
PC92 > -6.173739
PC97 > -7.186064
-> class 0\|2 [0.971]
Rule 13/45: (31.3, lift 10.1)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
PC31 <= 0.1944048
PC33 > -2.205411
PC40 > -2.798079
PC45 <= 1.340546
PC67 <= 0.1277756
PC72 <= -0.3629288
PC73 <= 2.287993
PC74 <= 0.3438647
PC92 <= 1.109536
PC99 > -0.7341042
-> class 0\|2 [0.970]
Rule 13/46: (46.4/0.6, lift 10.0)
PC18 <= -1.127962
PC27 <= 2.069927
PC30 > 1.501975
PC32 <= 2.272622
PC40 > -2.798079
PC41 <= 0.2305172
PC58 > -4.939949
PC78 <= 2.983765
PC89 > -0.8360177
-> class 0\|2 [0.966]
Rule 13/47: (26.2, lift 10.0)
PC18 <= -1.127962
PC33 <= 3.416565
PC52 <= 3.224711
PC53 <= 4.178158
PC58 > -4.939949
PC58 <= -3.85193
PC73 <= 2.287993
PC89 <= 1.727765
-> class 0\|2 [0.965]
Rule 13/48: (24.7, lift 10.0)
PC3 <= 1.640775
PC4 > 2.235021
PC15 <= -0.1307071
PC18 > -1.127962
PC18 <= -0.4677226
PC20 > -3.067778
-> class 0\|2 [0.963]
Rule 13/49: (79/2, lift 10.0)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC22 <= -0.3628663
PC42 > 1.231999
PC80 > -0.1949265
-> class 0\|2 [0.963]
Rule 13/50: (73.2/1.8, lift 10.0)
PC3 <= 1.640775
PC18 <= -1.127962
PC27 <= 2.069927
PC31 <= 0.1944048
PC36 <= 0.1597645
PC38 <= 1.273247
PC39 <= 0.09228898
PC41 <= 0.2145028
PC43 <= -0.238597
PC44 <= 0.77464
PC67 <= 0.1277756
PC78 <= 2.983765
PC79 <= 1.491928
PC96 > -0.3101815
PC98 > -1.70811
-> class 0\|2 [0.962]
Rule 13/51: (45.1/0.8, lift 10.0)
PC18 <= -1.127962
PC27 <= 2.069927
PC30 <= 2.57314
PC32 > 0.9928104
PC41 <= 0.2305172
PC44 <= 1.235107
PC53 <= 4.178158
PC63 <= 1.252008
PC71 > -0.8546801
PC73 <= 2.287993
PC94 > -0.7348022
PC98 > -1.70811
-> class 0\|2 [0.961]
Rule 13/52: (51.3/1.5, lift 9.9)
PC2 > 2.301497
PC3 <= 1.640775
PC4 > -7.746524
PC7 > -0.7696513
PC18 <= -0.4677226
PC27 <= 2.069927
PC38 <= 1.833806
PC41 <= 0.2305172
PC46 <= -0.3204695
PC52 <= 3.224711
PC67 <= 0.1277756
PC74 <= 0.3438647
PC89 > -0.8360177
PC89 <= 1.727765
PC92 <= 1.109536
PC94 > -0.7348022
-> class 0\|2 [0.953]
Rule 13/53: (81.1/2.9, lift 9.9)
PC2 > 2.301497
PC3 <= 1.640775
PC7 > -0.5701586
PC9 <= -0.3333247
PC16 <= -0.6272184
PC18 > -0.4677226
PC18 <= 3.388122
PC20 > -4.900248
PC47 <= 4.410915
PC97 > -7.186064
-> class 0\|2 [0.953]
Rule 13/54: (24.2/0.2, lift 9.9)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC22 <= -0.3628663
PC78 > 0.5689636
PC80 > -0.1949265
-> class 0\|2 [0.953]
Rule 13/55: (18.4, lift 9.9)
PC4 > 2.235021
PC5 <= 1.287166
PC7 > -0.7696513
PC18 > -1.127962
PC18 <= -0.4677226
PC28 > -0.05609887
-> class 0\|2 [0.951]
Rule 13/56: (16.8, lift 9.8)
PC2 > 2.301497
PC18 > -0.4677226
PC18 <= 0.4257587
PC22 <= -0.3628663
PC24 > 0.4889715
PC62 > 0.2334604
PC91 <= 0.2036857
-> class 0\|2 [0.947]
Rule 13/57: (16.7, lift 9.8)
PC2 > 2.301497
PC4 <= 2.235021
PC7 > -0.7696513
PC7 <= -0.7504405
PC18 <= -0.4677226
-> class 0\|2 [0.946]
Rule 13/58: (16.1, lift 9.8)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -1.127962
PC38 <= 1.833806
PC44 <= 1.235107
PC52 <= 3.224711
PC66 > -1.946123
PC71 > -0.8546801
PC73 <= 2.287993
PC78 <= 2.983765
PC86 <= -2.055228
-> class 0\|2 [0.945]
Rule 13/59: (22.5/0.4, lift 9.8)
PC2 > 2.301497
PC18 <= -0.4677226
PC38 > 1.261194
PC38 <= 1.273247
-> class 0\|2 [0.942]
Rule 13/60: (98.4/4.9, lift 9.8)
PC2 > 2.301497
PC3 <= 1.640775
PC18 > -3.58695
PC18 <= -1.127962
PC30 <= 2.57314
PC35 > 0.5645989
PC58 > -4.939949
PC73 <= 2.287993
PC89 <= 1.727765
-> class 0\|2 [0.941]
Rule 13/61: (43.1/1.7, lift 9.8)
PC8 <= -0.2921472
PC9 <= -0.3333247
PC18 > 3.388122
PC30 <= 4.336929
-> class 0\|2 [0.941]
Rule 13/62: (23.7/0.5, lift 9.8)
PC7 > -0.7696513
PC18 <= -0.4677226
PC38 <= 1.833806
PC58 > -4.939949
PC66 <= -4.615861
PC73 <= 2.287993
-> class 0\|2 [0.940]
Rule 13/63: (14.9, lift 9.7)
PC2 > 2.301497
PC3 <= 1.640775
PC4 <= 2.235021
PC7 > -0.7696513
PC18 > -1.127962
PC18 <= -0.4677226
PC94 > 0.6472571
-> class 0\|2 [0.939]
Rule 13/64: (31.6/1.1, lift 9.7)
PC2 > 2.301497
PC9 > -0.3333247
PC18 > -0.4677226
PC18 <= 0.4257587
PC22 <= -0.3628663
PC24 > 0.4889715
PC42 <= 1.231999
PC62 <= 0.2334604
PC80 > -0.1949265
-> class 0\|2 [0.939]
Rule 13/65: (73.5/3.7, lift 9.7)
PC18 <= -0.4677226
PC41 <= 0.2305172
PC45 > -2.828797
PC52 <= 3.224711
PC53 > -0.7295299
PC53 <= 4.178158
PC79 > 1.491928
PC85 <= 1.524293
PC89 > -0.8360177
PC89 <= 1.727765
-> class 0\|2 [0.938]
Rule 13/66: (57.8/2.8, lift 9.7)
PC2 > 2.301497
PC18 <= -1.127962
PC27 <= 2.069927
PC31 <= 0.1944048
PC33 > -2.205411
PC38 <= 1.273247
PC40 > -2.798079
PC52 <= 3.224711
PC74 <= 0.3438647
PC75 <= 0.4688498
PC89 > -0.8360177
PC92 <= 1.109536
PC94 > -0.7348022
PC99 <= -0.7341042
-> class 0\|2 [0.937]
Rule 13/67: (14.4, lift 9.7)
PC18 <= -0.4677226
PC33 <= 3.416565
PC38 > 1.203023
PC38 <= 1.273247
PC41 <= 0.2305172
PC78 <= 2.983765
PC94 > -0.7348022
PC95 <= 0.3968484
-> class 0\|2 [0.937]
Rule 13/68: (48.1/2.2, lift 9.7)
PC2 > 2.301497
PC3 <= 1.640775
PC7 > -0.7696513
PC9 <= 0.6749936
PC18 <= -0.4677226
PC30 <= 2.57314
PC33 <= 3.416565
PC38 <= 1.833806
PC44 <= 1.235107
PC52 <= 3.224711
PC53 <= 4.178158
PC71 <= -0.8546801
PC73 <= 2.287993
PC89 <= 1.727765
PC98 > -1.70811
-> class 0\|2 [0.936]
Rule 13/69: (24.1/0.7, lift 9.7)
PC7 > -0.7696513
PC18 <= -1.127962
PC30 > 2.57314
PC78 <= 2.983765
-> class 0\|2 [0.936]
Rule 13/70: (13.4, lift 9.7)
PC3 <= 1.640775
PC18 <= -0.4677226
PC32 <= 0.9928104
PC38 <= 1.273247
PC44 <= 0.77464
PC45 > 1.340546
PC73 <= 2.287993
PC79 <= 1.491928
PC89 > -0.8360177
PC94 > -0.7348022
-> class 0\|2 [0.935]
Rule 13/71: (80.3/5.1, lift 9.6)
PC13 <= 1.454535
PC18 <= -1.127962
PC33 > 3.416565
PC44 <= 1.235107
PC73 <= 2.287993
PC98 > -1.70811
-> class 0\|2 [0.926]
Rule 13/72: (41.2/2.5, lift 9.5)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
PC27 <= 2.069927
PC38 <= 1.273247
PC44 <= 1.235107
PC63 <= 1.252008
PC67 <= 0.1277756
PC74 > 0.3438647
PC75 <= 0.4688498
PC78 <= 2.983765
PC79 <= 1.491928
PC86 > -2.055228
PC89 > -0.8360177
PC89 <= 1.727765
PC94 > -0.7348022
-> class 0\|2 [0.919]
Rule 13/73: (55.9/3.7, lift 9.5)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -1.127962
PC27 <= 2.069927
PC38 <= 1.833806
PC41 <= 0.2305172
PC44 > 0.77464
PC53 <= 4.178158
PC73 <= 2.287993
PC85 <= 1.524293
PC89 > -0.8360177
PC94 > -0.7348022
-> class 0\|2 [0.918]
Rule 13/74: (70.8/5.2, lift 9.5)
PC2 > 2.301497
PC7 > -0.7696513
PC18 <= -1.127962
PC27 <= 2.069927
PC32 > -1.722358
PC38 <= 1.833806
PC63 > 1.252008
PC66 > -1.946123
PC73 <= 2.287993
PC78 <= 2.983765
PC89 > -0.8360177
PC94 > -0.7348022
-> class 0\|2 [0.915]
Rule 13/75: (19/0.9, lift 9.5)
PC2 > 2.301497
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 > -2.430627
PC18 <= -0.4677226
PC59 <= 0.3098417
-> class 0\|2 [0.911]
Rule 13/76: (140.4/11.9, lift 9.4)
PC4 <= -7.746524
PC7 > -0.7696513
PC18 <= -0.4677226
-> class 0\|2 [0.910]
Rule 13/77: (48.1/3.9, lift 9.4)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
PC30 <= 2.57314
PC32 > 2.272622
PC53 <= 4.178158
PC73 <= 2.287993
-> class 0\|2 [0.902]
Rule 13/78: (18/1, lift 9.3)
PC3 <= 1.640775
PC18 <= -1.127962
PC69 <= -3.938603
PC73 <= 2.287993
PC78 <= 2.983765
PC89 <= 1.727765
-> class 0\|2 [0.897]
Rule 13/79: (90.7/8.9, lift 9.3)
PC2 > 2.301497
PC5 > -0.496292
PC12 <= -0.04434635
PC14 > -0.4220484
PC16 > 0.3112414
PC23 <= 0.5714298
PC31 <= 0.1944048
PC35 <= 0.5645989
PC38 > -0.3915637
PC52 <= 0.8786797
PC66 > -0.2769953
PC67 <= 0.1277756
PC73 <= 2.287993
PC75 <= 0.4688498
PC90 <= 0.07434895
PC93 > -0.3301208
-> class 0\|2 [0.894]
Rule 13/80: (13.2/0.6, lift 9.3)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC18 <= 2.258572
PC22 > -0.3628663
PC51 > 0.7825892
PC66 > -3.303624
-> class 0\|2 [0.893]
Rule 13/81: (32.4/2.9, lift 9.2)
PC2 > 2.301497
PC3 <= 1.640775
PC5 <= -0.496292
PC7 > -0.7696513
PC18 <= -0.4677226
PC33 > -2.205411
PC75 <= 0.4688498
-> class 0\|2 [0.887]
Rule 13/82: (32.7/3.2, lift 9.1)
PC2 > 2.301497
PC3 <= 1.640775
PC7 <= -0.5701586
PC9 <= -0.3333247
PC18 > -0.4677226
PC18 <= 3.388122
PC42 > -0.5131627
-> class 0\|2 [0.879]
Rule 13/83: (91.4/11.1, lift 9.0)
PC2 > 2.301497
PC3 <= 1.640775
PC4 > -7.746524
PC18 <= -0.4677226
PC27 <= 2.069927
PC33 > -2.205411
PC38 <= 1.273247
PC43 > -0.238597
PC67 <= 0.1277756
PC73 <= 2.287993
PC75 <= 0.4688498
PC85 <= 1.524293
PC90 > 0.3040766
PC92 <= 1.109536
PC99 > -0.7341042
-> class 0\|2 [0.870]
Rule 13/84: (5.9, lift 9.0)
PC2 > 2.301497
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4677226
PC22 > -0.3628663
PC26 > 1.415106
-> class 0\|2 [0.865]
Rule 13/85: (42.5/13.5, lift 7.0)
PC2 > 2.301497
PC3 <= 1.640775
PC6 <= 0.1730203
PC9 > -0.3333247
PC18 > -0.4677226
PC18 <= 2.258572
PC22 > -0.3628663
PC31 > 0.1204186
PC77 <= -0.01854217
-> class 0\|2 [0.675]
Rule 13/86: (88.6, lift 12.2)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -1.127962
PC31 > 0.1944048
PC36 > -2.067703
PC38 <= 1.203023
PC46 > -0.3204695
PC63 <= 1.252008
-> class 0\|3 [0.989]
Rule 13/87: (40.3, lift 12.0)
PC2 > 2.301497
PC3 <= 1.640775
PC18 > -0.4677226
PC47 > 4.410915
-> class 0\|3 [0.976]
Rule 13/88: (89/1.5, lift 12.0)
PC9 <= -0.3333247
PC18 <= 3.388122
PC20 <= -4.900248
-> class 0\|3 [0.973]
Rule 13/89: (53.9/0.6, lift 12.0)
PC1 > -0.7080471
PC2 > 2.301497
PC3 <= 1.640775
PC9 <= -0.3333247
PC16 > -0.6272184
PC18 > -0.4677226
PC18 <= 3.388122
PC22 <= -0.5599737
-> class 0\|3 [0.971]
Rule 13/90: (27.7, lift 11.9)
PC2 > 2.301497
PC80 <= -4.368934
-> class 0\|3 [0.966]
Rule 13/91: (22.2/0.2, lift 11.7)
PC2 > 2.301497
PC3 <= 1.640775
PC9 <= -0.3333247
PC18 > -0.4677226
PC18 <= 3.388122
PC89 > 2.571087
PC97 > -7.186064
-> class 0\|3 [0.949]
Rule 13/92: (15.4, lift 11.6)
PC2 > 2.301497
PC3 <= 1.640775
PC9 <= -0.3333247
PC11 > 0.217529
PC18 <= 3.388122
-> class 0\|3 [0.943]
Rule 13/93: (24.2/0.6, lift 11.6)
PC2 > 2.301497
PC3 <= 1.640775
PC17 <= -3.462449
PC18 > -0.4677226
-> class 0\|3 [0.939]
Rule 13/94: (37.8/4.9, lift 10.5)
PC2 > 2.301497
PC18 > -0.4677226
PC92 <= -6.173739
-> class 0\|3 [0.853]
Rule 13/95: (2959.8/1536.7, lift 5.9)
PC2 > 2.301497
PC3 <= 1.640775
PC18 <= -0.4677226
-> class 0\|3 [0.481]
Rule 13/96: (298.7, lift 21.6)
PC1 > -0.430681
PC2 <= 2.301497
PC6 <= 5.368485
PC7 > -0.2138148
PC15 <= -3.180526
-> class 1\|0 [0.997]
Rule 13/97: (170.3, lift 21.6)
PC1 > -0.1814509
PC1 <= 0.5901639
PC2 <= 2.301497
PC3 > -0.01873469
PC10 <= -0.1625412
PC16 <= 0.3594292
PC48 > -0.3174588
PC90 <= 0.05869882
-> class 1\|0 [0.994]
Rule 13/98: (143.1, lift 21.5)
PC1 > -0.430681
PC2 <= 2.301497
PC5 > -5.448175
PC7 > -0.2138148
PC8 > 0.515727
PC15 <= -3.180526
-> class 1\|0 [0.993]
Rule 13/99: (68.8, lift 21.4)
PC2 <= 2.301497
PC12 <= 2.329497
PC15 > -3.180526
PC16 <= -0.4494286
PC34 <= -0.999545
PC85 <= -0.5308642
-> class 1\|0 [0.986]
Rule 13/100: (47, lift 21.2)
PC3 > 1.640775
PC16 <= 0.5655206
PC24 > -0.4582809
PC46 > 0.9321272
PC47 > -0.295758
PC65 > -0.1389549
PC96 <= 0.5339929
-> class 1\|0 [0.980]
Rule 13/101: (42.4, lift 21.2)
PC3 > 1.640775
PC8 > -3.593374
PC16 <= -0.9381145
PC24 > -0.4582809
PC32 > 0.8635185
PC44 <= 0.9751371
PC77 <= 0.6529918
PC95 <= -0.2300612
-> class 1\|0 [0.977]
Rule 13/102: (36.9, lift 21.1)
PC2 > 2.301497
PC3 > 1.640775
PC16 <= -0.9381145
PC24 > -0.4582809
PC44 <= -0.284677
PC46 <= 0.9321272
PC65 > -0.1389549
-> class 1\|0 [0.974]
Rule 13/103: (104.5/2.2, lift 21.0)
PC3 > 1.640775
PC16 <= -0.9381145
PC24 > -0.4582809
PC47 > -0.295758
PC65 > -0.1389549
PC96 > 0.5339929
-> class 1\|0 [0.970]
Rule 13/104: (83.7/1.9, lift 20.9)
PC1 > 8.711122
PC3 <= -0.01873469
PC12 <= 2.329497
PC15 > -2.083978
PC19 > -1.57295
PC47 <= 0.6783342
PC68 <= 1.231536
PC85 > -1.335222
PC98 <= 0.353467
-> class 1\|0 [0.966]
Rule 13/105: (26.5, lift 20.9)
PC1 > -0.430681
PC9 > -0.09102917
PC12 > 2.329497
PC15 > -3.180526
PC51 <= -0.6210834
-> class 1\|0 [0.964]
Rule 13/106: (17, lift 20.5)
PC1 > -0.430681
PC6 <= -0.5779222
PC9 > -0.09102917
PC12 > 2.329497
-> class 1\|0 [0.947]
Rule 13/107: (133.7/8.6, lift 20.1)
PC3 > 1.640775
PC8 > -3.593374
PC16 <= -0.9381145
PC23 <= 1.478679
PC44 <= 0.9751371
PC47 > -0.295758
PC48 <= -0.04621086
PC49 > -0.6617391
PC65 > -0.1389549
PC77 <= 0.6529918
PC95 <= -0.2300612
-> class 1\|0 [0.929]
Rule 13/108: (61.2/7.7, lift 18.7)
PC1 > -0.430681
PC12 > 2.329497
PC93 > 0.4696502
-> class 1\|0 [0.862]
Rule 13/109: (15.2/1.9, lift 18.1)
PC1 > -0.430681
PC3 > -0.01873469
PC16 <= -0.4494286
PC34 <= -0.999545
PC73 <= -0.7804745
-> class 1\|0 [0.833]
Rule 13/110: (4.5/0.7, lift 16.1)
PC2 > 2.301497
PC3 > 1.640775
PC13 <= -0.5114675
PC16 <= -0.9381145
-> class 1\|0 [0.743]
Rule 13/111: (99.3, lift 15.9)
PC1 > -0.1814509
PC1 <= 0.5901639
PC2 <= 2.301497
PC3 > -0.01873469
PC10 > -0.1625412
PC12 <= 2.329497
PC16 <= 0.3594292
PC19 > -1.423844
-> class 1\|1 [0.990]
Rule 13/112: (90.3/0.1, lift 15.9)
PC2 <= 2.301497
PC4 <= -2.395649
PC46 > -0.2691619
-> class 1\|1 [0.988]
Rule 13/113: (65.1, lift 15.9)
PC2 > 2.301497
PC3 > 1.640775
PC13 > -0.5114675
PC16 <= -0.9381145
PC65 <= -0.1389549
-> class 1\|1 [0.985]
Rule 13/114: (60.3, lift 15.9)
PC1 > 12.33314
PC16 <= 0.3594292
PC18 > 0.1735489
PC21 > -0.9027175
-> class 1\|1 [0.984]
Rule 13/115: (56.5, lift 15.8)
PC2 > 2.301497
PC3 > 1.640775
PC16 <= -0.9381145
PC47 <= -0.295758
-> class 1\|1 [0.983]
Rule 13/116: (113.6/1.2, lift 15.8)
PC1 > -0.430681
PC3 > -0.01873469
PC12 <= 2.329497
PC15 > -3.180526
PC16 <= -0.4494286
PC34 <= -0.999545
PC73 > -0.7804745
PC85 > -0.5308642
-> class 1\|1 [0.981]
Rule 13/117: (49.8, lift 15.8)
PC1 > -0.1814509
PC1 <= 0.5901639
PC2 <= 2.301497
PC3 > -0.01873469
PC15 > -3.180526
PC16 <= 0.3594292
PC19 > -1.423844
PC90 > 0.05869882
-> class 1\|1 [0.981]
Rule 13/118: (285.7/5, lift 15.8)
PC1 > -0.430681
PC4 > -0.7271218
PC6 > -0.5779222
PC12 > 2.329497
PC13 <= -0.1439423
PC15 > -3.180526
PC51 > -0.6210834
PC93 <= 0.4696502
-> class 1\|1 [0.979]
Rule 13/119: (34.9, lift 15.7)
PC3 > 1.640775
PC24 > -0.4582809
PC44 > 0.9751371
PC46 <= 0.9321272
-> class 1\|1 [0.973]
Rule 13/120: (31.3, lift 15.6)
PC2 > 2.301497
PC3 > 1.640775
PC16 <= 0.5655206
PC23 > 1.478679
PC46 <= 0.9321272
PC96 <= 0.5339929
-> class 1\|1 [0.970]
Rule 13/121: (79.3/1.7, lift 15.6)
PC3 > 1.640775
PC16 <= -0.9381145
PC24 > -0.4582809
PC32 <= 0.8635185
PC48 > -0.04621086
-> class 1\|1 [0.967]
Rule 13/122: (27.4, lift 15.6)
PC2 > 2.301497
PC8 <= -3.593374
PC16 <= -0.9381145
PC77 <= 0.6529918
-> class 1\|1 [0.966]
Rule 13/123: (60.5/1.2, lift 15.5)
PC3 > 1.640775
PC16 <= -0.9381145
PC24 > -0.4582809
PC44 > -0.284677
PC46 <= 0.9321272
PC95 > -0.2300612
PC96 <= 0.5339929
-> class 1\|1 [0.965]
Rule 13/124: (76.1/2.1, lift 15.5)
PC1 > 8.711122
PC3 <= -0.01873469
PC19 > -1.57295
PC98 > 0.353467
-> class 1\|1 [0.960]
Rule 13/125: (19.6, lift 15.4)
PC1 > 8.711122
PC3 <= -0.01873469
PC15 > -3.180526
PC19 > -1.57295
PC68 > 1.231536
-> class 1\|1 [0.954]
Rule 13/126: (139.1/5.9, lift 15.3)
PC2 > 2.301497
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC36 <= 0.4326895
PC53 > -0.2139739
PC60 <= 1.253552
PC63 > -1.43105
PC65 > -0.6740059
PC83 > -0.5257682
-> class 1\|1 [0.951]
Rule 13/127: (24.9/0.6, lift 15.1)
PC6 > 5.368485
PC8 <= 0.515727
PC15 <= -3.180526
-> class 1\|1 [0.939]
Rule 13/128: (41.1/1.9, lift 15.0)
PC2 > 2.301497
PC3 > 1.640775
PC16 <= -0.9381145
PC24 <= -0.4582809
-> class 1\|1 [0.932]
Rule 13/129: (13.2, lift 15.0)
PC3 > 1.640775
PC16 <= 0.5655206
PC44 > -0.284677
PC49 <= -0.6617391
PC60 <= 1.253552
PC65 > -0.1389549
PC96 <= 0.5339929
-> class 1\|1 [0.932]
Rule 13/130: (50.1/3, lift 14.9)
PC1 > 0.5901639
PC3 > -0.01873469
PC12 > 1.492632
PC15 > -3.180526
PC16 <= 0.3594292
PC21 > -0.9027175
PC34 > -0.999545
PC76 > -0.2804642
-> class 1\|1 [0.924]
Rule 13/131: (87.1/7.1, lift 14.6)
PC1 > 8.711122
PC3 <= -0.01873469
PC15 > -3.180526
PC19 > -1.57295
PC47 > 0.6783342
-> class 1\|1 [0.909]
Rule 13/132: (53.6/4.2, lift 14.6)
PC1 > 0.5901639
PC1 <= 12.33314
PC2 <= 2.301497
PC12 <= 2.329497
PC15 > -3.180526
PC16 <= 0.3594292
PC21 > -0.9027175
PC40 <= 0.2898995
PC76 <= -0.2804642
-> class 1\|1 [0.907]
Rule 13/133: (8, lift 14.5)
PC2 > 2.301497
PC5 <= -6.08661
PC16 > 0.5655206
PC24 > -0.6533688
-> class 1\|1 [0.897]
Rule 13/134: (35.8/3.9, lift 14.0)
PC2 > 2.301497
PC3 > 1.640775
PC16 <= 0.5655206
PC60 <= 1.253552
PC77 > 0.6529918
PC95 <= -0.2300612
-> class 1\|1 [0.870]
Rule 13/135: (4.6, lift 13.7)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.301497
PC8 > -0.6211014
PC82 > 0.4797282
-> class 1\|1 [0.850]
Rule 13/136: (54/9.6, lift 13.1)
PC5 <= -5.448175
PC6 > 5.368485
PC8 > 0.515727
-> class 1\|1 [0.811]
Rule 13/137: (51/11.6, lift 12.3)
PC1 > 8.711122
PC3 <= -0.01873469
PC12 <= 2.329497
PC19 <= -1.57295
PC98 > 0.07560576
-> class 1\|1 [0.762]
Rule 13/138: (25.6/7.6, lift 11.1)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.301497
PC15 > -3.180526
PC33 <= -0.1963791
PC83 <= 0.2331265
-> class 1\|1 [0.690]
Rule 13/139: (51.2, lift 14.7)
PC2 > 2.301497
PC3 > 1.640775
PC16 > 0.5655206
PC100 > 0.5599315
-> class 1\|2 [0.981]
Rule 13/140: (32.5, lift 14.5)
PC2 > 2.301497
PC3 > 1.640775
PC14 > -1.674332
PC16 > 0.5655206
PC18 <= 0.4213516
PC68 > 1.251852
-> class 1\|2 [0.971]
Rule 13/141: (145.5/3.7, lift 14.5)
PC3 > 9.238836
PC16 > 0.5655206
PC25 <= 0.5164674
-> class 1\|2 [0.968]
Rule 13/142: (81.4/1.8, lift 14.4)
PC2 > 2.301497
PC3 > 1.640775
PC5 > -6.08661
PC14 > -1.674332
PC16 > 0.5655206
PC24 > 0.6740754
-> class 1\|2 [0.967]
Rule 13/143: (22.9, lift 14.3)
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC36 <= 0.4326895
PC53 > -0.2139739
PC83 <= -0.5257682
-> class 1\|2 [0.960]
Rule 13/144: (23.8, lift 14.3)
PC3 > 1.640775
PC55 > 2.662013
-> class 1\|2 [0.959]
Rule 13/145: (17.2, lift 14.1)
PC3 > 1.640775
PC16 > 0.5655206
PC74 <= -1.942143
-> class 1\|2 [0.946]
Rule 13/146: (12.8, lift 13.9)
PC2 > 2.301497
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC63 <= -1.43105
-> class 1\|2 [0.932]
Rule 13/147: (81.6/4.9, lift 13.9)
PC5 <= -6.08661
PC16 > 0.5655206
PC24 <= -0.6533688
-> class 1\|2 [0.929]
Rule 13/148: (24.3/1.2, lift 13.7)
PC2 > 2.301497
PC3 > 1.640775
PC60 > 1.253552
-> class 1\|2 [0.915]
Rule 13/149: (7.7, lift 13.4)
PC2 > 2.301497
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC36 > 0.4326895
-> class 1\|2 [0.897]
Rule 13/150: (52/7.9, lift 12.5)
PC3 > 1.640775
PC16 > 0.5655206
PC18 > 0.4213516
PC24 <= 0.6740754
-> class 1\|2 [0.835]
Rule 13/151: (21.5/3.5, lift 12.1)
PC2 > 2.301497
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC53 <= -0.2139739
-> class 1\|2 [0.809]
Rule 13/152: (8.2/1, lift 12.0)
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC65 <= -0.6740059
-> class 1\|2 [0.800]
Rule 13/153: (4440.9/3397.9, lift 3.5)
PC1 > -0.430681
PC2 <= 2.301497
-> class 1\|2 [0.235]
Rule 13/154: (107.5, lift 16.3)
PC1 > -0.430681
PC2 <= 2.301497
PC3 > -0.01873469
PC14 > 0.6186817
PC16 > 0.3594292
PC61 <= 0.5721278
PC77 > -0.05441514
-> class 1\|3 [0.991]
Rule 13/155: (95.7, lift 16.3)
PC1 > 0.5901639
PC1 <= 12.33314
PC2 <= 2.301497
PC3 > -0.01873469
PC4 > -2.395649
PC12 <= 1.492632
PC15 > -3.180526
PC16 <= 0.3594292
PC21 > -0.9027175
PC34 > -0.999545
PC38 > -0.4168794
PC50 > -0.7444187
PC76 > -0.2804642
-> class 1\|3 [0.990]
Rule 13/156: (88.2, lift 16.3)
PC1 > -0.430681
PC3 > -0.01873469
PC4 > -0.6578721
PC15 > -3.180526
PC16 > 0.3594292
PC61 <= 0.5721278
PC65 > 0.5067754
PC77 > -0.05441514
-> class 1\|3 [0.989]
Rule 13/157: (90.4, lift 16.3)
PC1 > -0.430681
PC2 <= 2.301497
PC3 > -0.01873469
PC4 > -0.6578721
PC16 > 0.3594292
PC21 > 0.07822435
PC77 > -0.05441514
-> class 1\|3 [0.989]
Rule 13/158: (99.2/0.4, lift 16.2)
PC1 > -0.1814509
PC1 <= 1.597798
PC3 > -0.01873469
PC16 > 0.3594292
PC26 <= -0.5468806
PC29 > -0.1682412
PC87 <= -0.06504271
-> class 1\|3 [0.987]
Rule 13/159: (233.4/3.3, lift 16.1)
PC2 > 2.301497
PC3 > 1.640775
PC3 <= 9.238836
PC5 > -6.08661
PC16 > 0.5655206
PC18 <= 0.4213516
PC24 <= 0.6740754
PC55 <= 2.662013
PC68 <= 1.251852
PC74 > -1.942143
PC100 <= 0.5599315
-> class 1\|3 [0.982]
Rule 13/160: (50.2, lift 16.1)
PC1 > -0.430681
PC2 <= 2.301497
PC3 > -0.01873469
PC7 <= 1.475861
PC12 <= 2.329497
PC16 > 0.3594292
PC29 <= -0.1682412
PC40 > -0.2150043
PC77 > -0.05441514
-> class 1\|3 [0.980]
Rule 13/161: (39.6, lift 16.0)
PC1 > -0.430681
PC1 <= 1.597798
PC2 <= 2.301497
PC3 > -0.01873469
PC7 <= 1.475861
PC15 > -3.180526
PC40 > -0.2150043
PC77 > 0.5993857
-> class 1\|3 [0.976]
Rule 13/162: (28, lift 15.9)
PC1 > -0.1814509
PC3 > -0.01873469
PC5 <= 0.3331884
PC16 > 0.3594292
PC26 <= -0.5468806
PC61 <= 0.5721278
-> class 1\|3 [0.967]
Rule 13/163: (19.2, lift 15.7)
PC1 > -0.430681
PC1 <= 1.597798
PC3 > -0.01873469
PC16 > 0.3594292
PC26 <= -0.5468806
PC29 <= -0.02647548
PC77 > -0.05441514
-> class 1\|3 [0.953]
Rule 13/164: (16.8, lift 15.6)
PC1 > -0.430681
PC1 <= 1.597798
PC6 > 3.507348
PC16 > 0.3594292
PC26 <= -0.5468806
PC77 > -0.05441514
PC80 > -0.7841876
-> class 1\|3 [0.947]
Rule 13/165: (68.7/3.3, lift 15.4)
PC1 > -0.1814509
PC1 <= 1.597798
PC3 > -0.01873469
PC7 <= 1.475861
PC40 > -0.2150043
PC80 <= -0.7841876
-> class 1\|3 [0.939]
Rule 13/166: (13.7, lift 15.4)
PC1 > -0.430681
PC3 > -0.01873469
PC77 <= -0.05441514
PC80 <= -1.360059
-> class 1\|3 [0.936]
Rule 13/167: (9.2, lift 15.0)
PC2 <= 2.301497
PC4 > -0.6578721
PC32 > 4.165376
PC34 > -0.999545
PC77 > -0.05441514
-> class 1\|3 [0.911]
Rule 13/168: (249.9/51.6, lift 13.0)
PC1 > -0.430681
PC3 > -0.01873469
PC15 > -3.180526
PC25 <= -0.6680482
-> class 1\|3 [0.791]
Rule 13/169: (930.7/460.7, lift 8.3)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.301497
PC9 > -1.841855
PC33 > -0.1963791
PC63 <= -0.07380179
PC83 <= 0.2331265
-> class 1\|3 [0.505]
Rule 13/170: (255.3, lift 14.3)
PC6 <= 3.12769
PC8 > 1.706811
PC11 > -0.5750982
PC21 > 1.923691
PC57 > -0.8298348
PC66 > -0.8810961
PC70 > -0.2010982
PC98 > -0.6951116
-> class 2\|0 [0.996]
Rule 13/171: (444/2.8, lift 14.3)
PC2 <= 2.301497
PC6 <= 3.12769
PC8 > 1.706811
PC11 > -0.5750982
PC16 <= 0.5845482
PC21 > -0.2469342
PC30 <= 0.1815493
PC40 > -1.038171
PC56 <= -0.04514427
PC60 > -0.4210835
-> class 2\|0 [0.992]
Rule 13/172: (138.9/1.7, lift 14.1)
PC6 <= 3.12769
PC8 > 1.706811
PC11 > -0.370402
PC15 <= -1.392867
PC21 > -0.2469342
PC40 > -1.038171
PC70 > -0.2010982
PC96 <= 0.09577215
-> class 2\|0 [0.981]
Rule 13/173: (46.6, lift 14.1)
PC1 > -0.1814509
PC1 <= 8.711122
PC8 > -0.3437947
PC20 <= 0.2191638
PC21 > 1.161228
-> class 2\|0 [0.979]
Rule 13/174: (443.4/10.1, lift 14.0)
PC6 <= 3.12769
PC7 > 1.167911
PC8 > 1.706811
PC11 > -0.370402
PC16 <= 0.5845482
PC21 > -0.2469342
PC30 <= 0.4536837
PC40 > -1.038171
PC60 > -0.4210835
PC70 > -0.2010982
-> class 2\|0 [0.975]
Rule 13/175: (146.1/3.1, lift 14.0)
PC2 <= 2.301497
PC6 <= 3.12769
PC8 > 1.706811
PC11 > -0.370402
PC21 > -0.2469342
PC52 <= -0.1422472
PC66 > -0.8810961
PC98 > -0.6951116
-> class 2\|0 [0.972]
Rule 13/176: (30.8, lift 14.0)
PC1 <= -0.430681
PC2 > -0.4384576
PC8 > 1.706811
-> class 2\|0 [0.969]
Rule 13/177: (21.3, lift 13.8)
PC1 > -0.1814509
PC1 <= 8.711122
PC3 <= -0.01873469
PC8 > -0.3437947
PC12 <= 2.329497
PC20 <= 0.2191638
PC60 > -0.6500985
-> class 2\|0 [0.957]
Rule 13/178: (30.6/1.5, lift 13.3)
PC1 > -0.1814509
PC9 <= -0.09102917
PC12 > 2.329497
PC15 > -3.180526
-> class 2\|0 [0.924]
Rule 13/179: (21.8/1.1, lift 13.1)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC34 <= -0.3792612
-> class 2\|0 [0.912]
Rule 13/180: (663.1/88.3, lift 12.5)
PC2 <= 2.301497
PC6 <= 3.12769
PC8 > 1.706811
PC11 > -0.370402
PC16 <= 0.5845482
PC21 > -0.2469342
PC30 <= 0.4536837
PC40 > -1.038171
PC62 <= -0.1305349
PC70 > -0.2010982
-> class 2\|0 [0.866]
Rule 13/181: (19.6/2.3, lift 12.2)
PC1 <= -0.430681
PC8 > 1.706811
PC11 <= -0.5750982
PC20 <= -0.1624147
PC83 <= 1.043621
-> class 2\|0 [0.845]
Rule 13/182: (4.6, lift 12.1)
PC1 > -0.430681
PC1 <= 8.711122
PC8 <= -0.3437947
PC15 > -3.180526
PC44 > 1.428001
-> class 2\|0 [0.843]
Rule 13/183: (163.4/67.2, lift 8.5)
PC2 <= -1.025067
PC8 > -0.6211014
PC20 > -0.5546467
PC22 > -0.88179
PC44 > 0.6094521
PC77 <= 2.858756
PC83 <= -0.4795414
PC93 <= 2.369334
-> class 2\|0 [0.588]
Rule 13/184: (140, lift 10.6)
PC1 <= -0.430681
PC3 > -2.010516
PC5 > -0.007768751
PC8 > 2.26669
PC21 <= -0.2469342
PC40 > -1.644845
-> class 2\|1 [0.993]
Rule 13/185: (238.2/0.9, lift 10.6)
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.5750982
PC15 > -1.392867
PC21 <= 1.923691
PC40 > -1.038171
PC52 > -0.1422472
PC60 <= -0.4210835
PC62 > -0.1305349
-> class 2\|1 [0.992]
Rule 13/186: (294.7/2.4, lift 10.6)
PC1 <= -0.430681
PC2 <= -0.4384576
PC8 > 1.706811
PC11 <= -0.5750982
PC20 > -0.1624147
PC21 > -0.2469342
PC92 <= 0.4074606
-> class 2\|1 [0.988]
Rule 13/187: (81.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC20 <= -0.5546467
-> class 2\|1 [0.988]
Rule 13/188: (66.6, lift 10.6)
PC1 <= -0.430681
PC6 > 3.12769
PC8 > 1.706811
-> class 2\|1 [0.985]
Rule 13/189: (63, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.301497
PC4 <= -0.4027446
PC8 > -0.6211014
PC8 <= 1.706811
PC22 > -0.88179
PC69 <= 0.2370454
-> class 2\|1 [0.985]
Rule 13/190: (58.7, lift 10.5)
PC1 <= -0.430681
PC8 > 1.706811
PC57 <= -0.8298348
-> class 2\|1 [0.984]
Rule 13/191: (175.9/1.9, lift 10.5)
PC2 <= -1.025067
PC3 > -0.8852677
PC6 <= 1.404732
PC8 > -0.6211014
PC8 <= 1.706811
PC10 > -0.3747734
PC12 > -2.923698
PC20 <= 0.2229626
PC22 > -0.88179
PC31 > -1.036889
PC44 <= 0.6094521
PC61 <= 0.7869501
PC68 > -2.041972
PC79 <= 0.09578818
-> class 2\|1 [0.984]
Rule 13/192: (55.6, lift 10.5)
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.5750982
PC11 <= -0.370402
PC21 <= 1.923691
-> class 2\|1 [0.982]
Rule 13/193: (48.9, lift 10.5)
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC22 > -0.88179
PC44 > 0.6094521
PC83 > -0.4795414
PC87 <= -0.6054325
-> class 2\|1 [0.980]
Rule 13/194: (52.7/0.3, lift 10.5)
PC1 > -0.1814509
PC1 <= 8.711122
PC3 <= -0.01873469
PC8 > -0.3437947
PC15 > -3.180526
PC20 <= 0.2191638
PC21 > -0.2623605
PC21 <= 1.161228
PC60 <= -0.6500985
PC75 <= 1.275204
-> class 2\|1 [0.977]
Rule 13/195: (41.2, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC10 <= 0.04331398
PC22 <= -0.88179
PC47 > 0.2314244
-> class 2\|1 [0.977]
Rule 13/196: (38.2, lift 10.4)
PC1 <= -0.430681
PC8 > 1.706811
PC66 <= -0.8810961
-> class 2\|1 [0.975]
Rule 13/197: (114.9/2.6, lift 10.4)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC21 <= 1.923691
PC60 <= -0.4210835
PC96 > 0.09577215
-> class 2\|1 [0.969]
Rule 13/198: (29.9, lift 10.4)
PC1 <= -0.430681
PC8 > 1.706811
PC30 > 0.4536837
-> class 2\|1 [0.969]
Rule 13/199: (77.8/1.9, lift 10.3)
PC1 <= -0.430681
PC3 > -2.010516
PC5 > -0.007768751
PC8 > 1.706811
PC8 <= 2.246104
PC17 > -0.3545708
PC21 <= -0.2469342
PC40 > -1.457203
PC93 <= 0.5533175
-> class 2\|1 [0.964]
Rule 13/200: (42.6/0.8, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.301497
PC3 <= -0.8852677
PC8 > -0.6211014
PC8 <= 1.706811
PC22 > -0.88179
PC31 > -1.036889
PC44 <= 0.6094521
PC61 <= 0.7869501
PC76 <= -0.06784128
-> class 2\|1 [0.960]
Rule 13/201: (27.3/0.2, lift 10.3)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.3628544
PC8 <= 1.706811
PC22 > -0.88179
PC69 > 0.2370454
-> class 2\|1 [0.958]
Rule 13/202: (54.9/1.7, lift 10.2)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.301497
PC8 > 0.1680859
PC8 <= 1.706811
PC34 > -0.3792612
PC82 <= 0.4797282
-> class 2\|1 [0.952]
Rule 13/203: (34.6/0.9, lift 10.2)
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.5750982
PC16 > 0.5845482
PC21 > -0.2469342
PC21 <= 1.923691
-> class 2\|1 [0.949]
Rule 13/204: (174.5/8.3, lift 10.1)
PC1 <= -0.430681
PC2 <= -1.025067
PC3 > -0.8852677
PC6 <= 1.404732
PC8 > -0.6211014
PC8 <= 1.706811
PC10 > -0.3747734
PC15 > -1.138934
PC15 <= 1.629373
PC20 <= 0.2229626
PC22 > -0.88179
PC29 <= 0.1647431
PC31 > -1.036889
PC37 > -0.5020879
PC39 <= 0.6151384
PC44 <= 0.6094521
PC61 <= 0.7869501
PC68 > -2.041972
PC69 <= 0.2370454
PC90 > -0.8002651
PC93 > -0.3621224
-> class 2\|1 [0.947]
Rule 13/205: (15.5, lift 10.1)
PC1 > 8.711122
PC3 <= -0.01873469
PC85 <= -1.335222
-> class 2\|1 [0.943]
Rule 13/206: (53.9/3.1, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC11 > -0.370402
PC21 > -0.2469342
PC40 <= -1.038171
PC66 > -0.8810961
-> class 2\|1 [0.927]
Rule 13/207: (108/7.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC9 <= 12.34091
PC18 > -0.4907338
PC37 <= -0.3761881
PC99 > 1.25466
-> class 2\|1 [0.923]
Rule 13/208: (13.7/0.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC22 <= -0.88179
PC79 > 0.1429912
PC79 <= 0.1448393
-> class 2\|1 [0.918]
Rule 13/209: (159.3/12.9, lift 9.8)
PC1 <= -0.430681
PC7 <= 1.167911
PC8 > 1.706811
PC21 <= 0.9306636
PC30 > 0.1815493
PC47 > -0.9193401
PC60 > -0.4210835
-> class 2\|1 [0.914]
Rule 13/210: (8.9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC22 <= -0.88179
PC45 > 0.3833095
-> class 2\|1 [0.908]
Rule 13/211: (8.8, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC19 > -2.573144
PC22 <= -0.88179
PC34 <= -0.4877303
-> class 2\|1 [0.907]
Rule 13/212: (309.6/33.1, lift 9.5)
PC1 <= -0.430681
PC3 > -2.010516
PC7 <= 1.167911
PC8 > 1.706811
PC21 <= 1.923691
PC40 > -1.038171
PC56 > -0.04514427
-> class 2\|1 [0.890]
Rule 13/213: (26.4/2.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC19 > -3.025241
PC32 > 1.601086
PC56 > 0.1660352
-> class 2\|1 [0.870]
Rule 13/214: (22.2/2.7, lift 9.1)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.301497
PC15 > -3.180526
PC33 > -0.1963791
PC63 > -0.07380179
PC83 <= 0.2331265
-> class 2\|1 [0.848]
Rule 13/215: (9.8/1.2, lift 8.7)
PC1 <= -0.430681
PC8 > -0.6211014
PC8 <= 1.706811
PC19 > -2.573144
PC19 <= -2.317307
PC44 <= 0.8791986
-> class 2\|1 [0.810]
Rule 13/216: (33.2/7.1, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC10 > 0.04331398
PC22 <= -0.88179
PC44 > 0.8791986
-> class 2\|1 [0.771]
Rule 13/217: (39.6, lift 11.9)
PC8 > -3.393956
PC8 <= -0.6211014
PC9 > 12.34091
PC32 <= 1.601086
-> class 2\|2 [0.976]
Rule 13/218: (160.8/3.8, lift 11.8)
PC1 <= -0.9911368
PC2 <= 2.301497
PC8 > -2.041307
PC8 <= -0.6211014
PC19 > -3.025241
PC32 > -1.617672
PC44 <= 0.001757339
PC45 <= 0.3272735
PC47 <= 0.6399358
PC60 <= 1.042694
PC89 <= 0.04002718
-> class 2\|2 [0.971]
Rule 13/219: (59.3/1, lift 11.7)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC30 > 0.2238433
PC40 > -0.7237238
PC44 <= 0.001757339
PC45 <= 0.3272735
-> class 2\|2 [0.967]
Rule 13/220: (68.6/1.5, lift 11.7)
PC1 <= -0.430681
PC8 > -0.6211014
PC8 <= 1.706811
PC20 > -0.5546467
PC31 <= -1.036889
PC44 <= 0.6094521
PC61 <= 0.7869501
PC69 <= 0.2370454
-> class 2\|2 [0.964]
Rule 13/221: (68.5/2, lift 11.6)
PC1 <= -2.183742
PC8 > -3.393956
PC8 <= -2.041307
PC44 <= 0.001757339
PC57 <= 0.2968282
PC78 > 0.09702111
PC87 <= 0.5628768
PC89 <= 0.4748541
-> class 2\|2 [0.958]
Rule 13/222: (115.7/4.8, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC18 > -0.4907338
PC19 > -3.025241
PC40 <= -0.7237238
PC44 <= 0.001757339
PC45 <= 0.3272735
PC81 <= 0.5711423
PC99 <= 1.25466
-> class 2\|2 [0.951]
Rule 13/223: (48.9/1.7, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.301497
PC3 > -0.8852677
PC8 > -0.6211014
PC8 <= 1.706811
PC20 > -0.5546467
PC29 > 0.1647431
PC44 <= 0.6094521
PC61 <= 0.7869501
-> class 2\|2 [0.948]
Rule 13/224: (17.4, lift 11.5)
PC1 > -0.430681
PC1 <= 8.711122
PC2 <= 2.301497
PC3 <= -0.01873469
PC8 <= -0.3437947
PC15 > -3.180526
PC20 <= 0.2191638
PC98 > 0.374682
-> class 2\|2 [0.948]
Rule 13/225: (16.1, lift 11.5)
PC1 > -0.1814509
PC1 <= 8.711122
PC3 <= -0.01873469
PC8 <= -0.3437947
PC15 > -3.180526
PC20 <= 0.2191638
PC41 > 0.4290316
PC44 <= 1.428001
PC71 <= 0.5562124
-> class 2\|2 [0.945]
Rule 13/226: (16, lift 11.5)
PC1 > -0.430681
PC1 <= 8.711122
PC2 <= 2.301497
PC3 <= -0.01873469
PC8 > -0.3437947
PC20 <= 0.2191638
PC21 <= -0.2623605
-> class 2\|2 [0.944]
Rule 13/227: (13.4, lift 11.4)
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC63 <= -0.09591397
PC93 > -0.400843
PC95 > 1.624485
PC99 <= 1.25466
-> class 2\|2 [0.935]
Rule 13/228: (13.6, lift 11.4)
PC1 > -0.430681
PC1 <= -0.1814509
PC9 <= -1.841855
PC63 <= -0.07380179
PC83 <= 0.2331265
-> class 2\|2 [0.934]
Rule 13/229: (257.2/17.8, lift 11.3)
PC1 <= -0.9911368
PC8 > -2.041307
PC8 <= -0.6211014
PC15 > -0.9546749
PC19 > -3.025241
PC32 > -1.617672
PC33 <= 0.3940141
PC44 <= 0.001757339
PC45 <= 0.3272735
PC47 <= 0.6399358
PC60 <= 1.042694
-> class 2\|2 [0.927]
Rule 13/230: (11.5, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -1.561049
PC8 <= -0.6211014
PC19 > -3.025241
PC32 > 1.601086
PC56 <= 0.1660352
-> class 2\|2 [0.926]
Rule 13/231: (10.6, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC28 <= -0.1589501
PC32 <= 1.601086
PC44 <= 0.001757339
-> class 2\|2 [0.921]
Rule 13/232: (18.7/0.9, lift 11.1)
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC11 > -3.816464
PC72 <= -6.787838
PC99 <= 1.25466
-> class 2\|2 [0.910]
Rule 13/233: (12.2/0.4, lift 11.0)
PC8 > -3.393956
PC8 <= -0.6211014
PC44 > 0.001757339
PC63 <= -0.09591397
PC78 > -0.8670745
PC88 > 0.4309769
PC93 > -0.400843
-> class 2\|2 [0.904]
Rule 13/234: (15.6/0.7, lift 11.0)
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -2.041307
PC19 > -3.025241
PC32 <= 1.601086
PC44 <= 0.001757339
PC81 <= 0.5711423
PC83 > 0.6270288
PC99 <= 1.25466
-> class 2\|2 [0.903]
Rule 13/235: (13.1/0.6, lift 10.9)
PC1 <= -0.430681
PC8 > -0.6211014
PC11 <= -0.5750982
PC21 > -0.2469342
PC92 > 0.4074606
-> class 2\|2 [0.894]
Rule 13/236: (6.6, lift 10.7)
PC1 <= -0.430681
PC5 > -0.007768751
PC8 > 2.246104
PC8 <= 2.26669
PC21 <= -0.2469342
-> class 2\|2 [0.884]
Rule 13/237: (6, lift 10.6)
PC1 > -0.430681
PC1 <= 8.711122
PC2 <= 2.301497
PC3 <= -0.01873469
PC8 <= -0.3437947
PC15 > -3.180526
PC71 <= -1.398771
-> class 2\|2 [0.875]
Rule 13/238: (7.8/0.6, lift 10.2)
PC1 > -0.430681
PC1 <= 8.711122
PC3 <= -0.01873469
PC8 > -0.3437947
PC12 <= 2.329497
PC75 > 1.275204
-> class 2\|2 [0.836]
Rule 13/239: (22.7/3.7, lift 9.8)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.6211014
PC18 > -0.4907338
PC19 > -3.025241
PC44 > 0.001757339
PC44 <= 0.06841609
PC63 > -0.09591397
-> class 2\|2 [0.810]
Rule 13/240: (165.4/32.8, lift 9.7)
PC1 <= -0.430681
PC4 <= -0.2065691
PC8 > -3.393956
PC8 <= -0.6211014
PC19 > -3.025241
PC32 <= 1.601086
PC56 <= 0.2719069
PC63 > -0.09591397
PC84 <= 0.04524917
PC99 <= 1.25466
-> class 2\|2 [0.798]
Rule 13/241: (43.1/9.3, lift 9.4)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.6211014
PC11 > -3.816464
PC18 > -0.4907338
PC19 > -3.025241
PC32 <= 1.601086
PC44 > 0.001757339
PC56 > 0.2719069
PC63 > -0.09591397
PC99 <= 1.25466
-> class 2\|2 [0.771]
Rule 13/242: (7.4/1.3, lift 9.1)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 0.1680859
-> class 2\|2 [0.751]
Rule 13/243: (6/1.1, lift 8.9)
PC1 <= -0.430681
PC5 <= -0.007768751
PC8 > 1.706811
PC21 <= -0.2469342
-> class 2\|2 [0.736]
Rule 13/244: (1537.9/785.3, lift 5.9)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.6211014
PC8 <= 1.706811
-> class 2\|2 [0.489]
Rule 13/245: (78.1/57.3, lift 3.3)
PC1 <= -0.430681
PC8 <= -0.6211014
PC32 <= 1.601086
PC37 > 0.866831
PC63 <= -0.09591397
-> class 2\|2 [0.272]
Rule 13/246: (295.9/240.1, lift 2.3)
PC1 <= -0.430681
PC8 > 1.706811
PC21 <= -0.2469342
-> class 2\|2 [0.191]
Rule 13/247: (120.6, lift 9.1)
PC2 <= 2.301497
PC8 <= -3.393956
PC27 <= 0.6150601
PC93 <= 0.4453863
PC96 > 0.2911013
-> class 2\|3 [0.992]
Rule 13/248: (156.4/0.4, lift 9.1)
PC1 > -2.183742
PC2 <= 2.301497
PC8 <= -2.041307
PC19 > -3.025241
PC28 > -0.1589501
PC30 <= 0.2238433
PC32 <= 1.601086
PC44 <= 0.001757339
PC45 <= 0.3272735
PC83 <= 0.6270288
PC99 <= 1.25466
-> class 2\|3 [0.991]
Rule 13/249: (90.3, lift 9.0)
PC2 <= 2.301497
PC9 <= -2.455242
PC15 <= -3.180526
PC43 <= -0.1728197
PC50 > -0.5004689
-> class 2\|3 [0.989]
Rule 13/250: (70.2, lift 9.0)
PC1 > -0.430681
PC1 <= 8.711122
PC2 <= 2.301497
PC3 <= -0.01873469
PC8 <= -0.3437947
PC15 > -3.180526
PC20 <= 0.2191638
PC41 <= 0.4290316
PC71 > -1.398771
PC71 <= 0.5562124
PC98 <= 0.374682
-> class 2\|3 [0.986]
Rule 13/251: (72.3, lift 9.0)
PC1 <= -0.430681
PC8 <= -0.6211014
PC18 > -0.4907338
PC19 <= -2.36608
PC27 <= 0.6150601
PC53 > -0.625517
PC73 <= -0.05734231
PC85 <= 0.6178876
PC93 <= 0.4453863
-> class 2\|3 [0.986]
Rule 13/252: (104.6/2.3, lift 8.9)
PC8 > -3.393956
PC8 <= -2.041307
PC18 > -0.4907338
PC19 > -3.025241
PC30 <= 0.2238433
PC44 <= 0.001757339
PC83 <= 0.6270288
PC87 > 0.5628768
PC99 <= 1.25466
-> class 2\|3 [0.969]
Rule 13/253: (135.3/4.3, lift 8.8)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -2.041307
PC9 <= 12.34091
PC18 > -0.4907338
PC28 > -0.1589501
PC32 <= 1.601086
PC40 > -0.7237238
PC89 > 0.4748541
-> class 2\|3 [0.961]
Rule 13/254: (40.5/0.9, lift 8.7)
PC1 <= -0.430681
PC8 <= -0.6211014
PC9 <= 12.34091
PC19 > -3.025241
PC30 <= 0.2238433
PC32 <= 1.601086
PC40 > -0.7237238
PC47 > 0.6399358
PC60 <= 1.042694
-> class 2\|3 [0.955]
Rule 13/255: (22/0.3, lift 8.6)
PC1 <= -0.430681
PC3 <= -2.010516
PC8 > 1.706811
-> class 2\|3 [0.944]
Rule 13/256: (13, lift 8.5)
PC1 > -0.430681
PC14 > 1.670616
PC15 <= -3.180526
PC50 > -0.5004689
-> class 2\|3 [0.933]
Rule 13/257: (27.2/2.4, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 0.3628544
PC22 > -0.88179
PC44 > -0.4748156
PC44 <= 0.6094521
PC69 > 0.2370454
-> class 2\|3 [0.883]
Rule 13/258: (6.3, lift 8.0)
PC1 > -0.1814509
PC2 <= 2.301497
PC3 > -0.01873469
PC16 > 0.3594292
PC18 > 0.2338855
PC77 <= -0.05441514
-> class 2\|3 [0.875]
Rule 13/259: (37.4/5, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.301497
PC4 > -0.4027446
PC8 > -0.6211014
PC8 <= 1.706811
PC22 > -0.88179
PC61 > 0.7869501
PC64 <= 0.09902524
PC69 <= 0.2370454
-> class 2\|3 [0.847]
Rule 13/260: (66.5/11.4, lift 7.5)
PC1 > -0.430681
PC9 <= -2.455242
PC15 <= -3.180526
PC31 <= -0.01539011
-> class 2\|3 [0.819]
Rule 13/261: (12.4/2.6, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.301497
PC6 <= -2.915202
PC8 <= 1.706811
PC20 > -0.5546467
PC44 <= 0.6094521
PC90 > -0.8002651
-> class 2\|3 [0.749]
Rule 13/262: (48.5/15.9, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -0.6211014
PC8 <= 1.706811
PC20 > -0.5546467
PC22 > -0.88179
PC44 > 0.6094521
PC77 <= 2.858756
PC83 > -0.4795414
PC87 > -0.6054325
PC93 <= 2.369334
-> class 2\|3 [0.666]
Rule 13/263: (1162/464, lift 5.5)
PC1 <= -0.430681
PC8 <= -3.393956
PC18 > -0.4907338
-> class 2\|3 [0.601]
Rule 13/264: (12567.2/10385.9, lift 1.6)
PC2 <= 2.301497
-> class 2\|3 [0.174]
Rule 13/265: (715.5, lift 10.3)
PC1 <= -0.430681
PC11 <= -4.127287
PC39 <= 0.283203
PC48 > -0.47777
PC93 <= 0.4453863
PC94 <= 0.7989936
PC96 <= 0.2911013
-> class 2\|4 [0.999]
Rule 13/266: (1210.7/7.7, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 <= -0.6211014
PC18 <= -0.4907338
PC89 <= 0.6956914
-> class 2\|4 [0.993]
Rule 13/267: (1307.2/9.1, lift 10.2)
PC1 <= -0.430681
PC8 <= -3.393956
PC19 <= -2.36608
PC39 <= 0.283203
PC53 > -0.625517
PC94 <= 0.7989936
-> class 2\|4 [0.992]
Rule 13/268: (100/0.9, lift 10.1)
PC1 <= -0.430681
PC8 <= -3.393956
PC39 <= 0.283203
PC55 <= 0.3174446
PC85 > 0.6178876
PC93 <= 0.4453863
-> class 2\|4 [0.981]
Rule 13/269: (118.9/2, lift 10.0)
PC8 <= -3.393956
PC35 > 0.1949977
PC38 <= -0.402457
PC55 <= 0.3174446
PC56 <= -0.3605919
PC67 <= 0.3747212
PC93 <= 0.4453863
PC96 <= 0.2911013
-> class 2\|4 [0.975]
Rule 13/270: (38.2/0.2, lift 10.0)
PC8 <= -3.393956
PC39 <= 0.283203
PC53 > -0.625517
PC55 <= 0.3174446
PC91 <= -0.3381495
PC93 <= 0.4453863
PC96 <= 0.2911013
-> class 2\|4 [0.971]
Rule 13/271: (27.4, lift 9.9)
PC2 > -1.997222
PC2 <= 2.301497
PC8 <= -3.393956
PC53 > -0.625517
PC93 <= 0.4453863
-> class 2\|4 [0.965]
Rule 13/272: (124.6/3.7, lift 9.9)
PC1 <= -0.430681
PC8 <= -3.393956
PC39 <= 0.283203
PC41 > -1.339123
PC80 > -0.3939432
PC100 > 0.6378579
-> class 2\|4 [0.963]
Rule 13/273: (65.9/1.9, lift 9.8)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.6211014
PC19 <= -3.025241
PC50 <= -0.02356431
PC56 <= 0.05231667
-> class 2\|4 [0.957]
Rule 13/274: (24/1.4, lift 9.3)
PC1 > -0.430681
PC1 <= 8.711122
PC2 <= 2.301497
PC3 <= -0.01873469
PC15 > -3.180526
PC20 <= 0.2191638
PC71 > 0.5562124
-> class 2\|4 [0.909]
Rule 13/275: (29.8/2.2, lift 9.2)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.561049
PC19 > -3.025241
PC32 > 1.601086
PC56 <= 0.1660352
PC100 > -0.07966788
-> class 2\|4 [0.898]
Rule 13/276: (35.3/3, lift 9.2)
PC1 <= -0.430681
PC8 <= -0.6211014
PC9 <= 12.34091
PC44 > 0.001757339
PC63 <= -0.09591397
PC78 <= -0.8670745
PC79 > -0.2993959
PC93 > -0.400843
PC95 <= 1.624485
PC99 <= 1.25466
-> class 2\|4 [0.893]
Rule 13/277: (42.7/3.9, lift 9.1)
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC9 <= 12.34091
PC19 > -3.025241
PC44 > 0.001757339
PC63 <= -0.09591397
PC92 > -0.1605795
PC93 <= -0.400843
PC99 <= 1.25466
-> class 2\|4 [0.890]
Rule 13/278: (31.2/2.8, lift 9.1)
PC1 <= -0.430681
PC8 <= -3.393956
PC27 <= 0.6150601
PC39 <= 0.283203
PC55 <= 0.3174446
PC93 <= 0.4453863
PC95 <= -0.4431404
-> class 2\|4 [0.884]
Rule 13/279: (43.3/4.8, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.301497
PC8 > -3.393956
PC8 <= -0.6211014
PC9 <= 12.34091
PC18 > -0.4907338
PC19 > -3.025241
PC31 <= 0.6980412
PC44 > 0.001757339
PC47 <= -0.6966467
PC63 <= -0.09591397
PC88 <= 0.4309769
PC95 <= 1.624485
-> class 2\|4 [0.872]
Rule 13/280: (140/69.4, lift 5.2)
PC1 > -0.430681
PC9 <= -2.455242
PC15 <= -3.180526
PC50 > -0.5004689
-> class 2\|4 [0.504]
Default class: 2\|3
----- Trial 14: -----
Rules:
Rule 14/1: (70.4, lift 16.9)
PC4 > -9.363335
PC13 > -3.333121
PC13 <= 6.717022
PC18 > 2.047552
PC46 > -1.389303
PC55 > -0.4851243
PC86 <= -1.272787
-> class 0\|0 [0.986]
Rule 14/2: (60.2, lift 16.9)
PC2 > 2.231518
PC13 > -3.333121
PC13 <= 6.717022
PC18 > 0.4389784
PC18 <= 2.047552
PC30 > 0.7928753
PC40 > -2.89144
PC43 > -1.949436
PC56 <= -0.6841784
PC87 <= 0.1134392
PC98 <= 0.6747627
-> class 0\|0 [0.984]
Rule 14/3: (50.6, lift 16.8)
PC2 > 2.231518
PC2 <= 3.641509
PC3 <= 1.640775
PC13 > -0.7313119
PC18 > 0.4389784
PC18 <= 2.047552
PC97 <= 0.5703253
-> class 0\|0 [0.981]
Rule 14/4: (47.2, lift 16.8)
PC2 > 2.231518
PC13 > -3.333121
PC13 <= 6.717022
PC18 > 0.4389784
PC60 <= -1.844958
PC62 > -2.172445
-> class 0\|0 [0.980]
Rule 14/5: (48.1, lift 16.8)
PC2 > 2.231518
PC3 > -0.6954949
PC18 > 2.047552
PC46 > -1.389303
-> class 0\|0 [0.980]
Rule 14/6: (163.4/2.5, lift 16.8)
PC4 > -9.363335
PC13 <= 6.717022
PC18 > 2.047552
PC25 <= 0.88368
PC29 > 1.908403
PC42 <= 0.5149134
PC51 > -2.976097
PC60 > -1.844958
-> class 0\|0 [0.979]
Rule 14/7: (39.2, lift 16.7)
PC18 > 0.4389784
PC40 <= -2.89144
PC47 > -1.610874
PC87 > 0.228705
-> class 0\|0 [0.976]
Rule 14/8: (115.9/2.3, lift 16.7)
PC6 > 0.09268255
PC18 > 2.047552
PC31 <= 0.2306125
PC55 > -0.4851243
-> class 0\|0 [0.972]
Rule 14/9: (240.2/6.4, lift 16.6)
PC4 <= 8.464436
PC7 > -0.9842989
PC9 <= 0.6020974
PC12 <= 1.138234
PC14 > -0.3755859
PC18 > 2.047552
PC19 <= -0.1265147
PC25 <= 0.1785845
PC30 <= 3.433617
PC31 <= 0.2306125
PC39 > -0.9490525
PC56 <= 0.7090798
PC58 > -1.056326
PC76 <= 0.5361619
PC97 <= 0.9473656
-> class 0\|0 [0.969]
Rule 14/10: (80.2/2, lift 16.5)
PC4 > -9.363335
PC4 <= 8.464436
PC9 <= 0.6020974
PC18 > 2.047552
PC30 <= 3.433617
PC31 <= 0.2306125
PC61 <= -0.3666496
PC69 > 0.2018322
PC76 <= 0.5361619
PC81 <= 0.7577374
PC87 > -0.8131143
PC95 <= 0.7634242
PC98 > -2.194635
-> class 0\|0 [0.963]
Rule 14/11: (20.2, lift 16.4)
PC13 > -3.333121
PC13 <= 6.717022
PC18 > 0.4389784
PC46 > -1.389303
PC55 > -0.4851243
PC70 > 3.341843
PC76 > 0.5361619
-> class 0\|0 [0.955]
Rule 14/12: (82.8/2.9, lift 16.3)
PC4 > -9.363335
PC4 <= 8.464436
PC9 <= 0.6020974
PC13 <= 6.717022
PC18 > 2.047552
PC25 > 0.2511994
PC29 <= 1.908403
PC31 <= 0.2306125
PC39 > -0.9490525
PC50 <= 0.2503439
PC55 > -0.4851243
PC56 <= 0.7090798
PC58 > -1.056326
PC61 > -0.3666496
PC76 <= 0.5361619
PC81 <= 0.7577374
-> class 0\|0 [0.954]
Rule 14/13: (24.1/0.3, lift 16.3)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= -0.3535447
PC18 <= 0.4389784
PC46 <= -1.323879
-> class 0\|0 [0.951]
Rule 14/14: (306.6/17.4, lift 16.1)
PC4 > -9.363335
PC4 <= 8.464436
PC7 > -0.9842989
PC9 <= 0.6020974
PC18 > 2.047552
PC25 <= 0.2511994
PC30 <= 3.433617
PC31 <= 0.2306125
PC39 > -0.9490525
PC40 > -0.4355502
PC46 > -1.389303
PC56 <= 0.7090798
PC76 <= 0.5361619
PC87 > -0.8131143
PC95 <= 0.7634242
PC98 > -2.194635
-> class 0\|0 [0.941]
Rule 14/15: (10.8, lift 15.8)
PC13 > 6.717022
PC18 > 0.4389784
PC31 > 0.1783828
PC47 > -1.610874
PC51 > -2.976097
PC83 > -4.343067
PC93 <= -0.2139362
-> class 0\|0 [0.922]
Rule 14/16: (10.3, lift 15.7)
PC2 > 2.231518
PC4 <= 8.464436
PC13 <= 6.717022
PC18 > 2.047552
PC28 <= 3.503301
PC76 > 0.5361619
PC78 > 1.271466
-> class 0\|0 [0.919]
Rule 14/17: (8.6/0.4, lift 15.0)
PC13 <= -3.333121
PC18 > 0.4389784
PC25 > -0.8144984
PC27 <= -0.1397043
-> class 0\|0 [0.872]
Rule 14/18: (4.8, lift 14.5)
PC4 <= -9.363335
PC18 > 2.047552
PC72 > 0.3665488
-> class 0\|0 [0.849]
Rule 14/19: (33.5/4.9, lift 14.3)
PC4 > -9.363335
PC4 <= 8.464436
PC13 <= 6.717022
PC18 > 2.047552
PC28 <= 3.503301
PC46 > -1.389303
PC55 > -0.4851243
PC76 > 0.5361619
PC77 <= -0.4935819
PC98 > -2.194635
-> class 0\|0 [0.833]
Rule 14/20: (2.6, lift 13.4)
PC13 > 6.717022
PC13 <= 6.826949
PC93 <= -0.2139362
-> class 0\|0 [0.783]
Rule 14/21: (5.2/1.1, lift 12.3)
PC13 > 6.717022
PC13 <= 10.09446
PC37 <= -0.1760815
PC93 <= -0.2139362
-> class 0\|0 [0.715]
Rule 14/22: (71.8, lift 12.4)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -0.3535447
PC18 <= 0.4389784
PC46 <= -1.323879
PC53 <= 0.01167504
-> class 0\|1 [0.986]
Rule 14/23: (54.7, lift 12.3)
PC13 > 6.826949
PC13 <= 10.09446
PC18 > 0.4389784
PC31 <= 0.1783828
PC37 > -0.1760815
PC47 > -1.610874
PC93 <= -0.2139362
-> class 0\|1 [0.982]
Rule 14/24: (129.8/2.4, lift 12.2)
PC2 > 2.231518
PC10 <= -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC23 > -0.8395225
PC46 > -1.323879
PC55 > 0.1124668
PC65 <= 1.074896
-> class 0\|1 [0.974]
Rule 14/25: (50.4/0.5, lift 12.2)
PC18 <= -1.049598
PC46 > -1.323879
PC69 > -3.288065
PC78 > 2.983765
PC78 <= 3.710841
-> class 0\|1 [0.972]
Rule 14/26: (37.7/0.4, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -1.049598
PC18 <= 0.4389784
PC46 > -1.323879
-> class 0\|1 [0.964]
Rule 14/27: (19.9, lift 12.0)
PC2 > 3.641509
PC13 > -3.333121
PC13 <= 6.717022
PC18 > 0.4389784
PC18 <= 2.047552
PC30 <= 0.7928753
PC56 <= -0.6841784
-> class 0\|1 [0.954]
Rule 14/28: (13.9/1, lift 11.0)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.049598
PC18 <= 0.4389784
PC46 > -1.323879
PC55 > 0.7094115
PC76 <= 5.731548
-> class 0\|1 [0.875]
Rule 14/29: (24.1/2.6, lift 10.8)
PC13 > 6.717022
PC15 > 2.196673
PC47 > -1.610874
PC93 <= -0.2139362
-> class 0\|1 [0.863]
Rule 14/30: (4, lift 10.5)
PC10 <= -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC20 > 3.246065
-> class 0\|1 [0.833]
Rule 14/31: (136.8/30.5, lift 9.7)
PC2 > 2.231518
PC8 <= 0.1548424
PC10 <= -1.226144
PC18 > -1.049598
PC20 <= 3.246065
PC37 <= 1.807821
PC46 > -1.323879
PC57 > 0.3854126
PC88 > 0.03335461
-> class 0\|1 [0.773]
Rule 14/32: (54.4/18.6, lift 8.2)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC43 <= -0.5820352
PC46 > -1.323879
PC76 <= 5.731548
-> class 0\|1 [0.652]
Rule 14/33: (2415.8/1252.3, lift 6.0)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.4389784
PC47 > -1.610874
PC51 > -2.976097
PC62 > -2.172445
PC83 > -4.343067
-> class 0\|1 [0.482]
Rule 14/34: (59.1, lift 10.4)
PC13 <= -3.333121
PC18 > 0.4389784
PC25 <= -0.8144984
PC83 > -4.343067
-> class 0\|2 [0.984]
Rule 14/35: (40.4/0.2, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.5248966
PC18 > -2.173107
PC18 <= -1.049598
PC20 > -2.708093
PC39 > -1.100589
PC48 <= 0.2821094
PC54 <= 0.9893426
PC64 <= 0.2747701
-> class 0\|2 [0.971]
Rule 14/36: (207.1/8.3, lift 10.1)
PC1 <= -0.7021728
PC2 > 2.231518
PC8 <= 0.1548424
PC9 <= 0.1547593
PC15 > -1.336541
PC16 <= 0.8644042
PC18 > -1.049598
PC18 <= 0.4389784
PC38 <= 2.167307
PC43 > -0.5820352
PC55 <= 0.7094115
PC67 > -0.3731171
-> class 0\|2 [0.956]
Rule 14/37: (41.8/1.1, lift 10.1)
PC2 > 2.231518
PC18 > 0.4389784
PC74 > 3.152183
-> class 0\|2 [0.953]
Rule 14/38: (30.9/1, lift 10.0)
PC2 > 2.231518
PC8 <= 0.1548424
PC10 <= -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC65 > 1.074896
-> class 0\|2 [0.939]
Rule 14/39: (43.8/3.4, lift 9.6)
PC2 > 2.231518
PC18 > 0.4389784
PC40 <= -2.89144
PC83 > -4.343067
PC87 <= 0.228705
-> class 0\|2 [0.904]
Rule 14/40: (16/0.8, lift 9.5)
PC6 > 0.09129588
PC18 <= -2.173107
PC32 > -1.343781
PC46 > -1.323879
PC55 > 0.01896471
PC58 > -4.939949
-> class 0\|2 [0.898]
Rule 14/41: (61.2/6.2, lift 9.4)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.4389784
PC18 <= 2.047552
PC51 > -2.976097
PC83 > -4.343067
PC98 > 0.6747627
-> class 0\|2 [0.886]
Rule 14/42: (53.3/7.1, lift 9.1)
PC18 > 0.4389784
PC28 > 3.503301
PC51 > -2.976097
PC83 > -4.343067
-> class 0\|2 [0.854]
Rule 14/43: (37.2/8.6, lift 8.0)
PC2 > 2.231518
PC13 <= 6.717022
PC18 > 0.4389784
PC18 <= 2.047552
PC59 <= -2.862893
PC83 > -4.343067
-> class 0\|2 [0.755]
Rule 14/44: (7629.6/5752.5, lift 2.6)
PC2 > 2.231518
-> class 0\|2 [0.246]
Rule 14/45: (94.9, lift 11.4)
PC18 <= -1.049598
PC31 > -0.1969399
PC39 <= -1.100589
PC41 <= 0.5376706
PC46 > -1.323879
PC58 <= 4.408813
PC78 <= 2.983765
-> class 0\|3 [0.990]
Rule 14/46: (85.6/0.3, lift 11.3)
PC6 <= 0.09129588
PC7 <= 0.368068
PC18 <= -2.173107
PC28 > -3.304819
PC31 > -0.1969399
PC33 <= 4.219078
PC46 > -1.323879
PC56 <= -0.1259779
PC58 <= 4.408813
PC76 > 0.7121614
-> class 0\|3 [0.985]
Rule 14/47: (39.5, lift 11.2)
PC3 <= 1.640775
PC4 > -7.711169
PC18 <= -1.049598
PC31 <= -0.1969399
PC43 <= -1.011314
PC78 <= 2.983765
PC94 <= 0.2104495
-> class 0\|3 [0.976]
Rule 14/48: (37.7, lift 11.2)
PC16 > -0.5220455
PC18 <= -1.049598
PC31 > -0.1969399
PC32 > -1.782014
PC42 > 2.405487
PC58 <= 4.408813
PC99 <= 2.508351
-> class 0\|3 [0.975]
Rule 14/49: (38.8, lift 11.2)
PC2 > 2.231518
PC15 <= -1.336541
PC16 <= 0.8644042
PC18 <= 0.4389784
-> class 0\|3 [0.975]
Rule 14/50: (54.8/0.5, lift 11.2)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.5248966
PC18 > -2.173107
PC18 <= -1.049598
PC31 > -0.1969399
PC54 > 0.9893426
-> class 0\|3 [0.974]
Rule 14/51: (284.6/7.1, lift 11.1)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.5248966
PC18 <= -1.049598
PC31 > -0.1969399
PC33 <= 4.219078
PC64 > 0.2747701
PC99 <= 2.508351
-> class 0\|3 [0.972]
Rule 14/52: (33.8, lift 11.1)
PC2 > 2.231518
PC18 > 0.4389784
PC51 <= -2.976097
-> class 0\|3 [0.972]
Rule 14/53: (32.8, lift 11.1)
PC18 <= -1.049598
PC58 <= -4.939949
PC78 <= 2.983765
-> class 0\|3 [0.971]
Rule 14/54: (29.5, lift 11.1)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= 0.0176443
PC46 > -1.323879
PC78 > 3.710841
-> class 0\|3 [0.968]
Rule 14/55: (27.6, lift 11.1)
PC18 <= -1.049598
PC40 <= -2.911253
PC46 > -1.323879
-> class 0\|3 [0.966]
Rule 14/56: (125.2/3.6, lift 11.1)
PC6 <= 0.09129588
PC7 <= 0.368068
PC8 <= 0.03245647
PC16 <= 1.786036
PC18 <= -2.173107
PC31 > -0.1969399
PC35 <= 0.4855171
PC55 > 0.01896471
PC57 <= 1.335654
PC76 > 0.7121614
PC84 <= 0.1708149
-> class 0\|3 [0.964]
Rule 14/57: (21.5, lift 11.0)
PC4 > -7.711169
PC18 <= -1.049598
PC31 <= -0.1969399
PC32 > -1.093292
PC38 > 0.9706877
PC78 <= 2.983765
PC94 <= 0.2104495
-> class 0\|3 [0.958]
Rule 14/58: (20.9, lift 11.0)
PC2 > 2.231518
PC18 <= 0.4389784
PC38 > 2.167307
PC43 > -0.5820352
-> class 0\|3 [0.956]
Rule 14/59: (27.2/0.4, lift 10.9)
PC13 > 6.717022
PC91 > 1.371692
PC93 > -0.2139362
-> class 0\|3 [0.952]
Rule 14/60: (21.1/0.2, lift 10.9)
PC2 > 2.231518
PC4 > -7.711169
PC18 <= -1.049598
PC31 <= -0.1969399
PC44 > 1.418481
PC78 <= 2.983765
-> class 0\|3 [0.949]
Rule 14/61: (17.5, lift 10.9)
PC2 > 2.231518
PC3 <= 1.640775
PC8 <= 0.1548424
PC9 > 0.1547593
PC10 > -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
-> class 0\|3 [0.949]
Rule 14/62: (544.6/30.9, lift 10.8)
PC2 > 2.231518
PC3 <= 1.640775
PC5 > -0.5154154
PC18 <= -2.173107
PC28 > -3.304819
PC30 <= 1.036637
PC31 > -0.1969399
PC32 > -1.343781
PC33 <= 4.219078
PC46 > -1.323879
PC55 <= 0.01896471
PC99 <= 2.508351
-> class 0\|3 [0.942]
Rule 14/63: (38/1.4, lift 10.8)
PC1 > -0.7021728
PC2 > 2.231518
PC3 <= 1.640775
PC8 <= 0.1548424
PC11 <= -0.07391348
PC15 > -1.336541
PC18 <= 0.4389784
PC43 > -0.5820352
-> class 0\|3 [0.941]
Rule 14/64: (13.8, lift 10.7)
PC18 <= 0.4389784
PC27 <= -10.22418
-> class 0\|3 [0.937]
Rule 14/65: (174/11.1, lift 10.7)
PC2 > 3.01263
PC3 <= 1.640775
PC6 <= 0.09129588
PC18 <= -2.173107
PC28 > -3.304819
PC31 > -0.1969399
PC32 > -1.343781
PC33 <= 4.219078
PC41 <= 0.5376706
PC46 > -1.323879
PC51 <= 0.6755637
PC55 > 0.01896471
PC76 <= 0.7086684
PC78 <= 2.983765
-> class 0\|3 [0.931]
Rule 14/66: (133.7/8.6, lift 10.7)
PC18 > -2.173107
PC18 <= -1.049598
PC20 <= -2.708093
PC46 > -1.323879
PC80 <= 0.3431931
-> class 0\|3 [0.929]
Rule 14/67: (37.4/1.8, lift 10.7)
PC2 > 2.231518
PC18 > 0.4389784
PC83 <= -4.343067
-> class 0\|3 [0.929]
Rule 14/68: (10.9, lift 10.6)
PC3 <= -6.363471
PC18 <= -1.049598
-> class 0\|3 [0.922]
Rule 14/69: (10.4, lift 10.5)
PC15 > -0.5248966
PC16 > -0.5220455
PC18 <= -1.049598
PC41 > 0.3011189
PC46 > -1.323879
PC78 <= 2.983765
-> class 0\|3 [0.919]
Rule 14/70: (9.3, lift 10.5)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -0.3535447
PC46 <= -1.323879
PC87 <= -1.711336
-> class 0\|3 [0.911]
Rule 14/71: (19.8/1.1, lift 10.4)
PC3 <= 1.640775
PC15 > -0.5248966
PC16 > -0.5220455
PC18 > -2.173107
PC18 <= -1.049598
PC31 > -0.1969399
PC68 <= -0.4171253
PC78 <= 2.983765
-> class 0\|3 [0.906]
Rule 14/72: (16.2/0.8, lift 10.4)
PC2 > 2.231518
PC3 <= 1.640775
PC14 <= 0.7522203
PC18 <= 0.4389784
PC31 <= -0.1969399
PC32 > -1.093292
PC46 > -1.323879
PC60 > 0.7233709
PC78 <= 2.983765
PC91 > -0.737647
PC94 <= 0.2104495
-> class 0\|3 [0.903]
Rule 14/73: (6.7, lift 10.1)
PC2 > 2.231518
PC4 > -7.711169
PC18 <= -1.049598
PC31 <= -0.1969399
PC85 > 1.066327
PC94 > 0.2104495
-> class 0\|3 [0.885]
Rule 14/74: (5.8, lift 10.0)
PC2 > 2.231518
PC3 <= 1.640775
PC16 <= -0.6562719
PC18 <= 0.4389784
PC31 <= -0.1969399
PC94 > 0.2104495
-> class 0\|3 [0.872]
Rule 14/75: (5.4, lift 9.9)
PC2 > 2.231518
PC10 <= -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC37 > 1.807821
-> class 0\|3 [0.865]
Rule 14/76: (26.4/3.1, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.049598
PC18 <= 0.4389784
PC43 > -0.5820352
PC55 <= 0.7094115
PC67 <= -0.3731171
-> class 0\|3 [0.855]
Rule 14/77: (436.1/66.3, lift 9.7)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.6673179
PC15 <= -0.5248966
PC17 > -2.90397
PC18 <= -1.049598
PC31 > -0.1969399
PC99 <= 2.508351
-> class 0\|3 [0.846]
Rule 14/78: (78.1/13.1, lift 9.4)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -1.226144
PC16 > 0.8644042
PC18 > -1.049598
PC18 <= 0.4389784
PC46 > -1.323879
-> class 0\|3 [0.824]
Rule 14/79: (58.2/11.3, lift 9.1)
PC2 > 2.231518
PC4 > -7.711169
PC18 <= -1.049598
PC31 <= -0.1969399
PC32 > -1.093292
PC78 <= 2.983765
PC91 <= -0.737647
PC94 <= 0.2104495
-> class 0\|3 [0.796]
Rule 14/80: (37/7.8, lift 8.9)
PC2 > 2.231518
PC10 > -1.226144
PC18 > -1.049598
PC18 <= 0.4389784
PC36 > 1.656734
PC43 > -0.5820352
PC55 <= 0.7094115
-> class 0\|3 [0.775]
Rule 14/81: (44.3/9.6, lift 8.8)
PC10 <= -3.006818
PC16 > -0.5220455
PC18 <= -1.049598
PC20 > -2.708093
PC31 > -0.1969399
PC33 > -1.311618
PC68 > -0.4171253
-> class 0\|3 [0.771]
Rule 14/82: (72.2/20.1, lift 8.2)
PC3 > -3.600785
PC13 > 6.717022
PC93 > -0.2139362
-> class 0\|3 [0.716]
Rule 14/83: (101, lift 23.2)
PC2 <= 2.231518
PC4 > 0.2128084
PC6 <= -1.598224
PC11 <= -0.8052899
PC68 <= 1.01486
-> class 1\|0 [0.990]
Rule 14/84: (86.7/0.5, lift 23.0)
PC2 > 2.231518
PC3 > 1.640775
PC24 > -0.7047036
PC51 > -0.1581423
PC65 > 0.002032522
PC94 <= 0.2254357
PC96 > 0.5008169
-> class 1\|0 [0.983]
Rule 14/85: (91.8/1.8, lift 22.7)
PC2 > 2.231518
PC3 > 1.640775
PC8 > -3.690164
PC18 <= 0.7419922
PC20 > -0.4276623
PC51 > -0.1581423
PC62 <= -1.092129
PC86 > -2.205777
-> class 1\|0 [0.970]
Rule 14/86: (26.1/1.9, lift 21.0)
PC2 > 2.231518
PC3 > 1.640775
PC12 <= -0.9059862
PC24 > -0.7047036
PC51 > -0.1581423
PC62 > -1.092129
PC94 <= 0.2254357
-> class 1\|0 [0.895]
Rule 14/87: (47.5/7.2, lift 19.6)
PC1 > -0.430681
PC12 > 2.572353
PC93 > 0.4696502
-> class 1\|0 [0.835]
Rule 14/88: (1099.3/569.5, lift 11.3)
PC1 > -0.430681
PC6 > -1.598224
PC11 <= 1.372363
PC16 <= -0.07729314
PC64 > -0.9639336
-> class 1\|0 [0.482]
Rule 14/89: (198.1, lift 15.3)
PC1 > -0.430681
PC6 > -1.598224
PC12 > 2.572353
PC15 > -3.145281
PC25 <= 0.4993612
PC62 > -0.2572035
PC70 > -0.3546603
PC93 <= 0.4696502
PC94 > -0.1856826
-> class 1\|1 [0.995]
Rule 14/90: (82.7, lift 15.2)
PC1 > 8.935013
PC6 <= -1.598224
PC11 > -0.8052899
PC21 <= 0.9767466
PC71 > -0.8529861
-> class 1\|1 [0.988]
Rule 14/91: (80.6/0.7, lift 15.0)
PC1 > -0.430681
PC2 <= 2.231518
PC10 > -0.7928229
PC16 <= -0.07729314
PC25 <= 0.4993612
PC30 <= -0.5911902
PC69 > -0.5664855
PC93 > -0.966688
PC99 <= 1.613746
-> class 1\|1 [0.980]
Rule 14/92: (44.6, lift 15.0)
PC1 > 8.935013
PC4 <= 0.2128084
PC6 <= -1.598224
PC10 > -0.7928229
PC71 > -0.8529861
-> class 1\|1 [0.979]
Rule 14/93: (42.2, lift 15.0)
PC1 > 8.935013
PC6 <= -1.598224
PC10 > -0.7928229
PC68 > 1.01486
PC71 > -0.8529861
-> class 1\|1 [0.977]
Rule 14/94: (244.8/4.6, lift 15.0)
PC1 > -0.1217223
PC2 <= 2.231518
PC6 > -1.598224
PC10 > -0.1625412
PC11 <= 1.372363
PC12 <= 2.572353
PC15 > -3.145281
PC16 <= -0.07729314
PC21 <= 0.9767466
PC25 <= 0.4993612
PC60 <= 2.042088
PC64 > -0.9639336
PC69 > -0.5664855
PC71 > -0.8529861
PC77 > -1.123795
PC99 <= 1.613746
-> class 1\|1 [0.977]
Rule 14/95: (155.5/3.1, lift 15.0)
PC1 > -0.1217223
PC2 <= 2.231518
PC11 <= 1.372363
PC12 <= 2.572353
PC15 > -3.145281
PC16 <= -0.07729314
PC21 <= 0.9767466
PC25 <= 0.4993612
PC64 > -0.9639336
PC69 > -0.5664855
PC93 > -0.966688
PC99 <= 1.613746
PC100 <= -0.232469
-> class 1\|1 [0.974]
Rule 14/96: (29.3, lift 14.9)
PC2 > 2.231518
PC8 <= -3.690164
PC51 > -0.1581423
-> class 1\|1 [0.968]
Rule 14/97: (5.6, lift 13.3)
PC2 > 2.231518
PC3 > 1.640775
PC15 > 0.5260351
PC50 <= -0.2888131
-> class 1\|1 [0.868]
Rule 14/98: (70.5/10.7, lift 12.9)
PC1 > -0.430681
PC10 > -0.7928229
PC11 > 1.372363
PC16 <= -0.07729314
PC21 <= 0.9767466
PC51 <= -0.05528415
-> class 1\|1 [0.838]
Rule 14/99: (101.6/18.1, lift 12.5)
PC2 > 2.231518
PC3 > 1.640775
PC12 <= 0.6802044
PC20 <= -0.4276623
PC50 > -0.2888131
PC51 > -0.1581423
PC96 <= 0.5008169
-> class 1\|1 [0.816]
Rule 14/100: (8.9/1.9, lift 11.3)
PC2 <= 2.231518
PC10 > -0.7928229
PC14 > -1.364102
PC21 <= 0.9767466
PC25 > 0.4504895
PC25 <= 0.4993612
PC77 > -0.1718407
-> class 1\|1 [0.733]
Rule 14/101: (21.6/5.8, lift 11.0)
PC1 > -0.430681
PC2 <= 2.231518
PC10 > -0.7928229
PC15 <= -3.145281
PC20 > -0.6258913
PC79 <= -0.09170431
PC90 <= 0.1634453
-> class 1\|1 [0.714]
Rule 14/102: (79.2/30.8, lift 9.4)
PC1 > -0.1217223
PC2 <= 2.231518
PC16 > -0.07729314
PC21 <= 0.9767466
PC71 > -0.8529861
PC77 <= -0.1718407
PC79 > 0.1737078
-> class 1\|1 [0.609]
Rule 14/103: (24.3/11.9, lift 7.8)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 > -0.3336635
PC12 <= 0.02317866
-> class 1\|1 [0.508]
Rule 14/104: (1314/713, lift 7.0)
PC2 > 2.231518
PC3 > 1.640775
-> class 1\|1 [0.457]
Rule 14/105: (115.1, lift 16.8)
PC1 > 1.57334
PC6 > -1.598224
PC12 <= 2.572353
PC14 <= 0.6186817
PC16 > -0.07729314
PC25 <= 0.4993612
PC47 > 0.6476178
-> class 1\|2 [0.991]
Rule 14/106: (109.2/0.3, lift 16.7)
PC1 > -0.1217223
PC2 <= 2.231518
PC3 > 0.2923115
PC16 > -0.07729314
PC21 <= 0.9767466
PC71 > -0.8529861
PC77 <= -0.1718407
PC79 <= 0.1737078
-> class 1\|2 [0.988]
Rule 14/107: (68.9, lift 16.7)
PC3 > 9.530685
PC15 <= 0.5260351
PC50 <= -0.2888131
-> class 1\|2 [0.986]
Rule 14/108: (61.9/0.1, lift 16.6)
PC1 > -0.1217223
PC6 > -1.598224
PC16 > -0.07729314
PC25 <= 0.4993612
PC77 > -0.1718407
PC97 <= -0.708321
-> class 1\|2 [0.982]
Rule 14/109: (110.5/1.1, lift 16.6)
PC2 <= 2.231518
PC3 > 0.2923115
PC7 > 1.051587
PC14 <= 0.6186817
PC16 > -0.07729314
PC71 > -0.8529861
-> class 1\|2 [0.981]
Rule 14/110: (48.2, lift 16.6)
PC2 > 2.231518
PC3 > 1.640775
PC16 > 1.018967
PC50 > -0.2888131
PC51 <= -0.1581423
-> class 1\|2 [0.980]
Rule 14/111: (116.8/1.6, lift 16.5)
PC1 > -0.1217223
PC2 <= 2.231518
PC3 > 0.2923115
PC6 > -1.598224
PC14 <= 0.6186817
PC16 > -0.07729314
PC22 <= 4.343655
PC25 <= 0.4993612
PC41 <= 0.5187478
PC43 > 0.2056438
PC97 > -0.708321
-> class 1\|2 [0.978]
Rule 14/112: (44, lift 16.5)
PC1 > -0.430681
PC6 > -1.598224
PC21 <= 0.9767466
PC22 > 4.343655
PC100 <= 0.5561683
-> class 1\|2 [0.978]
Rule 14/113: (54.1/0.2, lift 16.5)
PC1 > -0.1217223
PC3 > 0.2923115
PC6 > -1.598224
PC16 > -0.07729314
PC25 <= 0.4993612
PC61 <= 0.7707137
PC71 > -0.8529861
PC88 > 0.1802743
-> class 1\|2 [0.978]
Rule 14/114: (33.2, lift 16.4)
PC1 > -0.1217223
PC3 > 0.2923115
PC6 > -1.598224
PC7 <= 1.538123
PC16 > -0.07729314
PC61 > 0.7707137
PC97 > -0.708321
-> class 1\|2 [0.972]
Rule 14/115: (32.5, lift 16.4)
PC2 > 2.231518
PC3 > 1.640775
PC44 <= -0.4724955
PC50 > -0.2888131
PC51 <= -0.1581423
-> class 1\|2 [0.971]
Rule 14/116: (27.5, lift 16.3)
PC1 > -0.430681
PC1 <= -0.1217223
PC8 <= -0.3336635
PC41 > 0.9981751
-> class 1\|2 [0.966]
Rule 14/117: (196.1/5.8, lift 16.3)
PC1 > -0.430681
PC6 > -1.598224
PC10 > -0.7928229
PC11 > 1.372363
PC16 <= -0.07729314
PC21 <= 0.9767466
PC48 <= 0.6017203
PC49 > -1.949992
PC51 > -0.05528415
PC71 > -0.8529861
-> class 1\|2 [0.966]
Rule 14/118: (76.4/2, lift 16.3)
PC2 > 2.231518
PC3 > 1.640775
PC8 > -0.5584073
PC38 <= 0.1253416
PC50 <= -0.2888131
PC62 > -0.6587158
PC84 > -0.1992831
-> class 1\|2 [0.962]
Rule 14/119: (22.2, lift 16.2)
PC1 > -0.1217223
PC6 > -1.598224
PC11 <= 1.372363
PC12 <= 2.572353
PC16 <= -0.07729314
PC64 <= -0.9639336
-> class 1\|2 [0.959]
Rule 14/120: (35.5/0.6, lift 16.2)
PC2 > 2.231518
PC3 > 1.640775
PC50 <= -0.2888131
PC80 > 0.4327551
-> class 1\|2 [0.959]
Rule 14/121: (21.6, lift 16.2)
PC2 > 2.231518
PC3 > 1.640775
PC24 > 0.7307314
PC38 > 0.1253416
PC50 <= -0.2888131
-> class 1\|2 [0.958]
Rule 14/122: (136.7/5.4, lift 16.1)
PC3 > 0.2923115
PC6 > -1.598224
PC12 <= 2.572353
PC14 <= 0.6186817
PC16 > -0.07729314
PC35 > -0.2454243
PC41 <= 0.5187478
PC71 > -0.8529861
PC100 > 0.5561683
-> class 1\|2 [0.954]
Rule 14/123: (18.3, lift 16.1)
PC1 > -0.1217223
PC10 > -0.7928229
PC11 <= 1.372363
PC15 > -3.145281
PC77 <= -1.123795
-> class 1\|2 [0.951]
Rule 14/124: (54.1/2.4, lift 15.9)
PC1 > -0.430681
PC2 > -1.778828
PC2 <= 2.231518
PC15 > -3.145281
PC71 <= -0.8529861
PC80 > -1.360059
-> class 1\|2 [0.939]
Rule 14/125: (17.8/0.3, lift 15.8)
PC2 > 2.231518
PC6 <= -4.994674
PC24 <= 0.7307314
PC50 <= -0.2888131
-> class 1\|2 [0.935]
Rule 14/126: (90/6.4, lift 15.6)
PC10 <= -0.7928229
PC14 > 2.179951
PC19 <= -1.521262
-> class 1\|2 [0.920]
Rule 14/127: (145.9/12, lift 15.4)
PC1 > -0.430681
PC3 <= 0.2923115
PC6 > -1.598224
PC19 <= -1.694885
PC21 <= 0.9767466
-> class 1\|2 [0.912]
Rule 14/128: (8.6, lift 15.3)
PC2 > 2.231518
PC3 > 1.640775
PC50 <= -0.2888131
PC74 <= -1.942143
-> class 1\|2 [0.906]
Rule 14/129: (81/11.5, lift 14.4)
PC1 > -0.430681
PC6 > -1.598224
PC15 > -3.145281
PC21 <= 0.9767466
PC25 <= 0.4993612
PC69 > -0.5664855
PC99 > 1.613746
-> class 1\|2 [0.849]
Rule 14/130: (34.3/5.1, lift 14.0)
PC1 > -0.430681
PC2 <= 2.231518
PC10 > -0.7928229
PC12 <= 2.572353
PC34 > 0.108517
PC47 > 0.6476178
PC69 <= -0.4354669
-> class 1\|2 [0.831]
Rule 14/131: (179.5/0.8, lift 18.5)
PC2 > 2.231518
PC3 > 1.640775
PC3 <= 9.530685
PC6 > -4.994674
PC24 <= 0.7307314
PC38 > 0.1253416
PC50 <= -0.2888131
PC74 > -1.942143
PC80 <= 0.4327551
-> class 1\|3 [0.990]
Rule 14/132: (76, lift 18.4)
PC2 > 2.231518
PC3 > 1.640775
PC3 <= 9.530685
PC8 <= -0.5584073
PC50 <= -0.2888131
PC84 > -0.1992831
-> class 1\|3 [0.987]
Rule 14/133: (37, lift 18.2)
PC2 <= 2.231518
PC10 <= -0.7928229
PC14 <= 2.179951
PC19 <= -1.521262
-> class 1\|3 [0.974]
Rule 14/134: (21.6, lift 17.9)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC12 > 0.02317866
PC23 <= -0.4889676
PC46 <= 0.4744146
-> class 1\|3 [0.958]
Rule 14/135: (20.9, lift 17.8)
PC2 > 2.231518
PC3 > 1.640775
PC3 <= 9.530685
PC38 <= 0.1253416
PC50 <= -0.2888131
PC80 <= 0.4327551
PC84 <= -0.1992831
-> class 1\|3 [0.954]
Rule 14/136: (24.3/1.5, lift 16.9)
PC2 > 2.231518
PC3 > 1.640775
PC3 <= 9.530685
PC38 <= 0.1253416
PC50 <= -0.2888131
PC62 <= -0.6587158
PC80 <= 0.4327551
-> class 1\|3 [0.905]
Rule 14/137: (4.6, lift 15.8)
PC1 > -0.430681
PC2 > -1.778828
PC2 <= 2.231518
PC35 <= 0.7632142
PC71 <= -0.8529861
PC80 <= -1.360059
-> class 1\|3 [0.848]
Rule 14/138: (36.1/10.8, lift 12.9)
PC1 > -0.430681
PC10 > -0.7928229
PC15 <= -3.145281
PC20 <= -0.6258913
-> class 1\|3 [0.691]
Rule 14/139: (44.8/20.2, lift 10.2)
PC1 > -0.430681
PC2 <= 2.231518
PC11 <= 1.372363
PC16 > -2.495475
PC16 <= -0.07729314
PC25 <= 0.4993612
PC69 <= -0.5664855
PC93 > -0.966688
-> class 1\|3 [0.548]
Rule 14/140: (5010.6/3982.9, lift 3.8)
PC1 > -0.430681
PC10 > -0.7928229
-> class 1\|3 [0.205]
Rule 14/141: (45.6, lift 13.7)
PC1 > -0.1217223
PC14 <= 1.227332
PC15 > -3.145281
PC16 > -1.10357
PC21 > 0.9767466
PC63 <= 0.03309365
-> class 2\|0 [0.979]
Rule 14/142: (155/2.8, lift 13.6)
PC6 <= 3.12769
PC8 > 2.291764
PC11 > -0.6486088
PC21 > -0.2499169
PC40 > 0.6086974
PC65 > -1.063689
-> class 2\|0 [0.976]
Rule 14/143: (184.7/3.8, lift 13.6)
PC6 <= 3.12769
PC8 > 2.291764
PC12 > -0.9555694
PC15 <= -1.403608
PC21 > -0.2499169
-> class 2\|0 [0.974]
Rule 14/144: (55.5/0.5, lift 13.6)
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -0.9555694
PC12 <= 2.148535
PC15 > -1.403608
PC42 > -0.2828892
PC92 > -0.1375028
PC97 > 0.1859794
-> class 2\|0 [0.974]
Rule 14/145: (205.5/4.7, lift 13.6)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC10 <= -0.1698292
PC12 > -0.9480676
PC32 > 1.055421
PC36 <= 0.3500793
-> class 2\|0 [0.972]
Rule 14/146: (77.1/1.5, lift 13.5)
PC1 <= -0.430681
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -0.9555694
PC21 > -0.2499169
PC41 <= -0.8789046
PC63 > -0.1388101
-> class 2\|0 [0.968]
Rule 14/147: (100.3/2.7, lift 13.5)
PC1 <= -0.430681
PC8 > 2.291764
PC11 > -0.6486088
PC18 <= 0.05968561
PC21 > -0.02493808
PC21 <= 0.9632134
PC54 > -1.3873
PC63 <= -0.1388101
-> class 2\|0 [0.964]
Rule 14/148: (21.2, lift 13.4)
PC6 <= 3.12769
PC8 > 2.291764
PC15 <= -2.168288
PC21 > -0.2499169
-> class 2\|0 [0.957]
Rule 14/149: (30.7/0.4, lift 13.4)
PC1 <= -0.430681
PC8 > 2.291764
PC14 <= -1.79208
PC21 > -0.2499169
PC21 <= 0.9632134
-> class 2\|0 [0.956]
Rule 14/150: (577.9/26.3, lift 13.3)
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -0.9555694
PC19 <= 1.182608
PC21 > 0.9632134
PC30 <= 0.4648861
PC52 <= 0.232839
PC65 > -1.063689
-> class 2\|0 [0.953]
Rule 14/151: (15.7/1, lift 12.4)
PC8 > 2.291764
PC11 > -0.6486088
PC12 <= -0.9555694
PC21 > -0.2499169
PC44 <= -1.986169
-> class 2\|0 [0.885]
Rule 14/152: (8.8/0.5, lift 12.0)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.6486088
PC20 <= -0.1617082
-> class 2\|0 [0.857]
Rule 14/153: (285.6/49.5, lift 11.5)
PC1 <= -0.430681
PC8 > 1.038494
PC10 <= -0.05435297
PC50 > -1.018825
PC55 <= -0.4142127
-> class 2\|0 [0.824]
Rule 14/154: (1736.7/859.8, lift 7.1)
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 > -0.3336635
PC12 > 0.02317866
PC46 <= 0.4744146
-> class 2\|0 [0.505]
Rule 14/155: (108.5, lift 10.3)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.6486088
PC20 > -0.1617082
-> class 2\|1 [0.991]
Rule 14/156: (98.1, lift 10.2)
PC1 <= -0.430681
PC8 > 1.038494
PC8 <= 2.291764
PC10 > -0.05435297
PC50 > -1.018825
PC55 <= -0.4142127
PC56 > -0.945713
PC83 > -0.4539577
-> class 2\|1 [0.990]
Rule 14/157: (85.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1698292
PC32 > 1.055421
PC48 > -1.170692
-> class 2\|1 [0.988]
Rule 14/158: (140/0.7, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -0.9555694
PC15 > -2.168288
PC40 <= 0.6086974
PC44 > -1.986169
PC77 > -0.4149824
-> class 2\|1 [0.988]
Rule 14/159: (273.8/2.6, lift 10.2)
PC1 <= -0.430681
PC8 > 1.038494
PC8 <= 2.291764
PC20 <= 0.1833078
PC32 <= 1.055421
PC51 <= 0.5668929
PC55 > -0.4142127
PC81 <= 0.04407357
-> class 2\|1 [0.987]
Rule 14/160: (111.5/0.4, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC19 > 1.182608
-> class 2\|1 [0.987]
Rule 14/161: (85.7/0.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.038494
PC9 > -2.83212
PC21 > -1.936484
PC24 <= 0.7927559
PC32 <= 1.055421
PC35 > 0.4560492
PC44 <= 0.6155598
PC63 <= 0.1249821
PC69 <= 0.2370454
PC70 <= 0.2355512
PC85 > -1.763819
PC90 > -0.934253
-> class 2\|1 [0.984]
Rule 14/162: (122.2/1, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= 2.148535
PC21 > -0.2499169
PC21 <= 0.9632134
PC42 <= -0.2828892
PC63 > -0.1388101
-> class 2\|1 [0.984]
Rule 14/163: (57.4, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC15 > -1.403608
PC18 > 0.05968561
PC21 <= 0.9632134
PC94 > -0.7367196
-> class 2\|1 [0.983]
Rule 14/164: (54.9, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.291764
PC20 <= -0.2070207
PC63 > 0.1249821
-> class 2\|1 [0.982]
Rule 14/165: (50, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.291764
PC12 <= -0.9480676
PC32 > 1.055421
PC48 > -1.170692
-> class 2\|1 [0.980]
Rule 14/166: (41.2, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.291764
PC32 > 1.055421
PC36 > 0.3500793
PC48 > -1.170692
-> class 2\|1 [0.976]
Rule 14/167: (188.7/3.7, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.291764
PC9 > -2.83212
PC22 > -1.075893
PC24 <= 0.1929826
PC31 <= 1.34796
PC32 <= 1.055421
PC35 <= 0.4560492
PC37 <= 0.5893441
PC40 > -1.170312
PC43 <= 0.8205902
PC44 <= 0.6155598
PC52 > -0.06552269
PC59 > -0.550124
PC63 <= 0.1249821
PC69 <= 0.2370454
PC70 <= 0.2355512
PC85 > -1.763819
PC90 > -0.934253
-> class 2\|1 [0.975]
Rule 14/168: (279.6/5.9, lift 10.1)
PC1 <= -0.430681
PC6 > -3.280354
PC8 > 1.038494
PC8 <= 2.291764
PC20 <= 0.1833078
PC32 <= 1.055421
PC43 > -1.310248
PC55 > -0.4023114
PC57 > -0.4959777
-> class 2\|1 [0.975]
Rule 14/169: (35.7, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC5 > 1.610816
PC8 > -0.2273773
PC24 <= 0.7927559
PC63 > 0.1249821
-> class 2\|1 [0.973]
Rule 14/170: (34.8, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC21 > 0.9632134
PC30 > 0.4648861
PC65 > -1.063689
-> class 2\|1 [0.973]
Rule 14/171: (84.4/1.4, lift 10.1)
PC1 <= -0.430681
PC8 > 1.038494
PC8 <= 2.291764
PC10 <= 0.8309813
PC20 > 0.1833078
PC72 <= -0.1949816
PC91 <= 0.2342463
-> class 2\|1 [0.972]
Rule 14/172: (34.2, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC22 > 1.262926
PC54 <= -2.285619
PC57 > -0.07739355
-> class 2\|1 [0.972]
Rule 14/173: (30.7, lift 10.0)
PC1 <= -0.430681
PC6 > 3.12769
PC8 > -0.2273773
PC11 > -0.6486088
-> class 2\|1 [0.969]
Rule 14/174: (29.5, lift 10.0)
PC1 <= -0.430681
PC8 > 1.038494
PC20 > 0.1833078
PC26 > 2.148885
-> class 2\|1 [0.968]
Rule 14/175: (20.7, lift 9.9)
PC2 > -1.025067
PC2 <= 2.231518
PC4 <= 0.2742404
PC5 <= 1.610816
PC8 > -0.2273773
PC20 > -0.2070207
PC32 <= 1.055421
PC63 > 0.1249821
-> class 2\|1 [0.956]
Rule 14/176: (18, lift 9.8)
PC1 <= -0.430681
PC8 > 2.291764
PC65 <= -1.063689
-> class 2\|1 [0.950]
Rule 14/177: (14.2, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > 0.9632134
PC52 > 0.232839
-> class 2\|1 [0.938]
Rule 14/178: (13.4, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC22 <= 1.262926
PC53 <= -0.8779435
PC68 <= -1.312514
-> class 2\|1 [0.933]
Rule 14/179: (56.1/3.3, lift 9.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.2273773
PC32 <= 1.055421
PC37 > 0.3289786
PC63 > 0.1249821
-> class 2\|1 [0.926]
Rule 14/180: (35.8/2.3, lift 9.4)
PC1 > -0.430681
PC2 <= -1.778828
PC15 > -0.5942436
PC33 > 0.2025447
PC71 <= -0.8529861
-> class 2\|1 [0.912]
Rule 14/181: (52.9/5.5, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 <= -1.661317
PC57 <= -0.07739355
-> class 2\|1 [0.882]
Rule 14/182: (112.2/15.2, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 <= -0.2783612
PC8 > -0.2273773
PC8 <= 2.291764
PC24 <= 0.7927559
PC32 <= 1.055421
PC63 > 0.1249821
PC84 > 0.1600173
-> class 2\|1 [0.858]
Rule 14/183: (158.8/23.4, lift 8.8)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= -0.2499169
-> class 2\|1 [0.848]
Rule 14/184: (64.4/11.8, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.038494
PC59 <= -0.5726308
-> class 2\|1 [0.807]
Rule 14/185: (42.8/7.7, lift 8.3)
PC1 > -0.430681
PC10 > -0.7928229
PC14 <= 1.227332
PC16 > -1.10357
PC21 > 0.9767466
PC63 > 0.03309365
-> class 2\|1 [0.807]
Rule 14/186: (11.2/1.6, lift 8.3)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 > -0.3336635
PC12 > 0.02317866
PC46 > 0.4744146
-> class 2\|1 [0.800]
Rule 14/187: (512.8/165.2, lift 7.0)
PC1 <= -0.430681
PC8 > 2.291764
PC15 > -1.403608
PC21 <= 0.9632134
-> class 2\|1 [0.677]
Rule 14/188: (100.1/43.1, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC19 > -3.430161
PC32 <= 1.917393
PC57 <= -0.07739355
PC59 <= -0.200079
-> class 2\|1 [0.568]
Rule 14/189: (27.2/13, lift 5.4)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC100 > 3.246085
-> class 2\|1 [0.520]
Rule 14/190: (116.1, lift 11.4)
PC8 > -2.525567
PC8 <= -0.2273773
PC19 > 3.164775
PC35 <= 0.7572067
PC48 > -0.3538978
PC55 > -0.7737864
PC74 <= 0.2733307
-> class 2\|2 [0.992]
Rule 14/191: (68.4, lift 11.4)
PC2 <= 2.231518
PC3 > -1.661317
PC6 <= 6.94979
PC8 > -2.525567
PC8 <= -0.2273773
PC43 <= -0.570988
PC59 > -0.200079
PC60 <= -0.03329378
PC64 <= -0.1138732
-> class 2\|2 [0.986]
Rule 14/192: (68.8, lift 11.4)
PC1 <= -0.430681
PC8 > -2.525567
PC8 <= -0.2273773
PC26 > 2.163954
PC35 <= 0.7572067
PC45 > 0.07304482
PC55 > -0.7737864
PC57 > -0.07739355
PC65 <= 0.9277187
PC90 <= 0.3962155
-> class 2\|2 [0.986]
Rule 14/193: (53.8, lift 11.3)
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC19 > -3.430161
PC22 <= 1.262926
PC29 <= 0.2790949
PC40 <= -0.8524686
PC43 > -1.512464
PC55 > -0.7737864
PC65 <= 0.9277187
PC68 > -1.312514
-> class 2\|2 [0.982]
Rule 14/194: (160.5/3.1, lift 11.2)
PC1 <= -0.430681
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC29 <= 0.2790949
PC35 <= 0.7572067
PC40 > -0.8524686
PC41 <= 0.5989982
PC46 > -0.5355112
PC55 > -0.7737864
PC63 > 0.1465484
PC80 <= 0.6240273
-> class 2\|2 [0.975]
Rule 14/195: (66.9/0.7, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= -0.2273773
PC20 > 0.6225557
PC64 > -0.3519178
-> class 2\|2 [0.975]
Rule 14/196: (33.3, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.038494
PC22 <= -1.075893
PC35 <= 0.4560492
PC63 <= 0.1249821
-> class 2\|2 [0.972]
Rule 14/197: (37.2/0.2, lift 11.2)
PC1 <= -0.430681
PC2 <= -1.025067
PC3 > -0.2783612
PC8 > -0.2273773
PC8 <= 1.038494
PC20 > -0.2070207
PC63 > 0.1249821
PC84 > 0.1600173
-> class 2\|2 [0.969]
Rule 14/198: (30.3, lift 11.2)
PC1 > -0.430681
PC2 <= -1.778828
PC15 > -0.5942436
PC33 <= 0.2025447
PC71 <= -0.8529861
-> class 2\|2 [0.969]
Rule 14/199: (26.1, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC7 > 0.9057131
PC8 <= -0.2273773
PC55 > -0.7737864
-> class 2\|2 [0.964]
Rule 14/200: (25.9, lift 11.1)
PC1 <= -0.430681
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC11 > 2.209999
PC22 <= 1.262926
PC26 <= 2.163954
PC40 > -0.8524686
PC46 > -0.5355112
PC48 > -0.3538978
PC55 > -0.7737864
PC68 > -1.312514
-> class 2\|2 [0.964]
Rule 14/201: (367.4/13.4, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 > -1.661317
PC6 <= 6.94979
PC8 > -2.525567
PC8 <= -0.2273773
PC19 > -3.430161
PC32 <= 1.917393
PC57 <= -0.07739355
PC60 <= -0.03329378
PC64 > -0.1138732
-> class 2\|2 [0.961]
Rule 14/202: (23.8, lift 11.1)
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC57 <= -0.07739355
PC59 > -0.200079
PC60 > -0.03329378
PC62 > 0.5162581
PC100 <= 3.246085
-> class 2\|2 [0.961]
Rule 14/203: (66/1.7, lift 11.1)
PC1 <= -0.430681
PC8 > 1.038494
PC8 <= 2.291764
PC20 > 0.1833078
PC26 <= 2.148885
PC32 <= 1.055421
PC72 > -0.1949816
PC77 <= -0.04017303
-> class 2\|2 [0.960]
Rule 14/204: (21.3, lift 11.0)
PC8 > -2.525567
PC8 <= -0.2273773
PC22 <= 1.262926
PC35 <= -3.07226
PC78 <= 1.0271
PC99 <= 1.238568
-> class 2\|2 [0.957]
Rule 14/205: (31/0.5, lift 11.0)
PC1 <= -0.430681
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC26 <= 2.163954
PC35 <= 0.7572067
PC46 > -0.5355112
PC57 > -0.07739355
PC80 > 0.6240273
PC100 <= 3.246085
-> class 2\|2 [0.955]
Rule 14/206: (27.8/0.7, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC22 > 0.8115309
PC22 <= 1.262926
PC29 <= 0.2790949
PC55 > -0.7737864
PC57 > -0.07739355
PC65 <= 0.9277187
PC99 <= 1.238568
-> class 2\|2 [0.942]
Rule 14/207: (50.9/2.2, lift 10.8)
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC18 <= -0.0829753
PC19 > -3.430161
PC29 <= 0.2790949
PC35 <= 0.7572067
PC46 > -0.5355112
PC48 > -0.3538978
PC57 > -0.07739355
-> class 2\|2 [0.940]
Rule 14/208: (237.4/14.9, lift 10.8)
PC1 <= -0.430681
PC2 <= -1.025067
PC5 <= 1.610816
PC8 > -0.2273773
PC8 <= 1.038494
PC20 > -0.2070207
PC32 <= 1.055421
PC37 <= 0.3289786
PC63 > 0.1249821
PC84 <= 0.1600173
-> class 2\|2 [0.934]
Rule 14/209: (54.3/3.1, lift 10.7)
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC22 <= 1.262926
PC35 <= 0.7572067
PC65 <= 0.9277187
PC78 > 1.0271
PC99 <= 1.238568
-> class 2\|2 [0.927]
Rule 14/210: (34.1/1.7, lift 10.7)
PC1 <= -0.430681
PC6 > -3.280354
PC8 > -0.2273773
PC8 <= 1.038494
PC31 > 1.34796
PC32 <= 1.055421
PC43 <= 0.8205902
PC59 > -0.5726308
PC69 <= 0.2370454
PC85 > -1.763819
-> class 2\|2 [0.926]
Rule 14/211: (10.5, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.038494
PC32 <= 1.055421
PC37 > 0.5893441
PC63 <= 0.1249821
PC69 <= 0.2370454
-> class 2\|2 [0.920]
Rule 14/212: (9.3, lift 10.5)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 > -0.3336635
PC12 > 0.02317866
PC98 > 0.418293
-> class 2\|2 [0.912]
Rule 14/213: (99.5/10, lift 10.3)
PC1 <= -0.430681
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC18 > -0.0829753
PC22 <= 1.262926
PC26 <= 2.163954
PC35 <= 0.7572067
PC41 > 0.5989982
PC46 > -0.5355112
PC48 > -0.3538978
PC65 <= 0.9277187
PC68 > -1.312514
-> class 2\|2 [0.891]
Rule 14/214: (6.8, lift 10.2)
PC8 > -2.525567
PC8 <= -0.2273773
PC35 <= 0.7572067
PC48 > -0.3538978
PC48 <= -0.3529537
-> class 2\|2 [0.887]
Rule 14/215: (32.7/3.2, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC14 > -0.05901208
PC22 <= 1.262926
PC29 > 0.2790949
-> class 2\|2 [0.880]
Rule 14/216: (21.5/2.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC18 > -0.0829753
PC46 > -0.5355112
PC48 > -0.3538978
PC54 > 1.343285
-> class 2\|2 [0.861]
Rule 14/217: (29.1/3.7, lift 9.8)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 1.038494
PC9 <= -2.83212
PC32 <= 1.055421
PC44 <= 0.6155598
-> class 2\|2 [0.849]
Rule 14/218: (27.6/3.6, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.038494
PC32 <= 1.055421
PC43 <= 0.8205902
PC63 <= 0.1249821
PC70 > 0.2355512
-> class 2\|2 [0.845]
Rule 14/219: (35.4/6.4, lift 9.3)
PC1 <= -0.430681
PC8 <= -2.525567
PC30 > 0.1059517
PC70 > 0.1109551
PC76 <= 0.28778
-> class 2\|2 [0.803]
Rule 14/220: (65.7/23.2, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.231518
PC6 > -3.280354
PC8 > -0.2273773
PC8 <= 1.038494
PC32 <= 1.055421
PC69 > 0.2370454
PC85 > -1.763819
-> class 2\|2 [0.643]
Rule 14/221: (9305.6/7612.6, lift 2.1)
PC1 <= -0.1217223
PC2 <= 2.231518
-> class 2\|2 [0.182]
Rule 14/222: (14234.2/12605.5, lift 1.3)
PC1 <= -0.430681
-> class 2\|2 [0.114]
Rule 14/223: (198.5, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -2.39021
PC36 <= 1.237872
PC44 <= 2.923087
PC70 > 0.1109551
PC76 > 0.28778
PC84 > -0.3684709
-> class 2\|3 [0.995]
Rule 14/224: (211.1/1, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -1.787465
PC28 <= 0.08862754
PC70 <= 0.1109551
PC96 > 0.290455
-> class 2\|3 [0.991]
Rule 14/225: (107.7, lift 8.4)
PC1 <= -0.430681
PC2 <= -1.984374
PC8 > -2.525567
PC8 <= -0.2273773
PC26 <= 2.163954
PC43 > -1.512464
PC48 <= -0.3538978
PC57 > -0.07739355
PC78 <= 1.0271
PC88 <= 0.5616017
-> class 2\|3 [0.991]
Rule 14/226: (327.1/2.2, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -2.39021
PC30 <= 0.1059517
PC36 <= 1.237872
PC44 <= 2.923087
PC58 <= 0.8693962
PC70 > 0.1109551
-> class 2\|3 [0.990]
Rule 14/227: (95.8, lift 8.4)
PC2 <= 2.231518
PC8 <= -2.525567
PC19 > -3.430161
PC20 <= 0.6225557
PC21 <= 0.6625059
PC41 <= 0.04395736
PC44 <= 0.8522799
PC70 <= 0.1109551
PC88 > 0.1698803
-> class 2\|3 [0.990]
Rule 14/228: (80.5, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC20 <= 0.6225557
PC22 <= -1.679727
PC92 <= 0.1659765
-> class 2\|3 [0.988]
Rule 14/229: (107.3/0.3, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC20 <= 0.6225557
PC42 <= -0.5275282
PC44 <= 0.8522799
-> class 2\|3 [0.988]
Rule 14/230: (141.2/0.9, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC21 <= 0.6625059
PC44 <= 0.8522799
PC49 > 0.08113985
PC92 <= 0.1659765
-> class 2\|3 [0.987]
Rule 14/231: (53.7, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC22 <= -1.144513
PC44 > 0.8522799
-> class 2\|3 [0.982]
Rule 14/232: (107.2/1, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC21 <= 0.6625059
PC22 > -1.679727
PC44 <= 0.8522799
PC61 <= -0.3598806
PC70 <= 0.1109551
PC88 <= 0.1698803
-> class 2\|3 [0.982]
Rule 14/233: (62.2/0.2, lift 8.3)
PC1 > -0.1217223
PC2 <= 2.231518
PC10 <= -0.7928229
PC16 <= 2.327776
PC19 > -1.521262
PC57 <= 0.02494162
PC78 > -0.5036948
-> class 2\|3 [0.981]
Rule 14/234: (38.9, lift 8.3)
PC2 <= 2.231518
PC8 <= -2.525567
PC20 <= 0.6225557
PC42 > -0.5275282
PC44 <= 0.8522799
PC49 <= 0.08113985
PC53 > -0.1742194
PC61 > -0.3598806
PC93 > 0.4503979
-> class 2\|3 [0.976]
Rule 14/235: (35.7, lift 8.3)
PC1 <= -0.430681
PC6 > 6.94979
PC8 <= -0.2273773
-> class 2\|3 [0.973]
Rule 14/236: (34.1, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.525567
PC21 <= 0.6625059
PC52 <= -0.2156004
PC88 <= 0.1698803
-> class 2\|3 [0.972]
Rule 14/237: (89.2/1.7, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC21 <= 0.6625059
PC35 <= 0.1444674
PC44 <= 0.8522799
PC53 > -0.1742194
PC70 <= 0.1109551
-> class 2\|3 [0.970]
Rule 14/238: (102.4/2.9, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= -0.2273773
PC19 > -3.430161
PC57 <= -0.07739355
PC59 > -0.200079
PC60 > -0.03329378
PC62 <= 0.5162581
-> class 2\|3 [0.963]
Rule 14/239: (25.2, lift 8.2)
PC13 > 0.2620366
PC19 <= -3.430161
PC94 > 0.4008971
-> class 2\|3 [0.963]
Rule 14/240: (138.7/4.4, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC21 <= 0.6625059
PC85 <= -0.4878342
PC88 <= 0.1698803
PC93 <= 0.4503979
-> class 2\|3 [0.961]
Rule 14/241: (137.2/4.4, lift 8.2)
PC2 <= 2.231518
PC8 <= -2.525567
PC12 <= -0.8050653
PC19 > -3.430161
PC20 <= 0.6225557
PC21 <= 0.6625059
PC44 <= 0.8522799
PC92 <= 0.1659765
-> class 2\|3 [0.961]
Rule 14/242: (21.2, lift 8.1)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 <= -0.3336635
PC43 <= -0.145642
-> class 2\|3 [0.957]
Rule 14/243: (16.5, lift 8.0)
PC1 > -0.430681
PC2 <= -1.778828
PC15 <= -0.5942436
PC21 <= 0.9767466
PC71 <= -0.8529861
-> class 2\|3 [0.946]
Rule 14/244: (193.9/9.6, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 > -3.430161
PC20 <= 0.6225557
PC21 <= 0.6625059
PC40 <= 0.5328744
PC44 <= 0.8522799
PC53 <= -0.1742194
PC70 <= 0.1109551
PC96 <= 0.290455
-> class 2\|3 [0.946]
Rule 14/245: (15.2, lift 8.0)
PC1 > -0.1217223
PC2 <= 2.231518
PC10 <= -0.7928229
PC27 <= 0.1035287
-> class 2\|3 [0.942]
Rule 14/246: (56.2/2.5, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.525567
PC17 > 0.9261561
PC19 > -3.430161
-> class 2\|3 [0.940]
Rule 14/247: (28.7/1.8, lift 7.7)
PC1 <= -0.430681
PC19 <= -3.430161
PC33 > 0.3340787
-> class 2\|3 [0.909]
Rule 14/248: (57.8/6.9, lift 7.4)
PC1 <= -0.430681
PC8 <= -2.525567
PC20 > 0.6225557
PC64 <= -0.3519178
-> class 2\|3 [0.868]
Rule 14/249: (24.3/3.7, lift 7.0)
PC1 <= -0.430681
PC2 > -2.447092
PC8 <= -0.2273773
PC19 <= -3.430161
-> class 2\|3 [0.820]
Rule 14/250: (43.2/7.6, lift 6.9)
PC1 <= -0.430681
PC8 <= -0.2273773
PC19 <= -3.430161
PC46 > 0.6215925
-> class 2\|3 [0.810]
Rule 14/251: (159.8/30.5, lift 6.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= 2.291764
PC85 <= -1.763819
-> class 2\|3 [0.806]
Rule 14/252: (58/10.7, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 > -1.661317
PC8 > -2.525567
PC8 <= -0.2273773
PC43 > -0.570988
PC57 <= -0.07739355
PC59 > -0.200079
PC64 <= -0.1138732
-> class 2\|3 [0.804]
Rule 14/253: (44/10.1, lift 6.5)
PC1 > -0.1217223
PC3 <= 0.2923115
PC6 > -1.598224
PC15 > -3.145281
PC16 > -0.07729314
PC19 > -1.694885
PC21 <= 0.9767466
PC71 > -0.8529861
-> class 2\|3 [0.759]
Rule 14/254: (1143.9/382, lift 5.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC19 > -3.430161
PC22 <= 1.262926
PC43 > -1.512464
PC57 > -0.07739355
PC68 > -1.312514
PC99 <= 1.238568
-> class 2\|3 [0.666]
Rule 14/255: (28.2/9.7, lift 5.5)
PC1 > -0.1217223
PC1 <= 8.935013
PC2 <= 2.231518
PC6 <= -1.598224
PC15 > -3.145281
PC21 <= 0.9767466
PC71 > -0.8529861
-> class 2\|3 [0.644]
Rule 14/256: (39.3/17.2, lift 4.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC6 <= -3.280354
PC8 > -0.2273773
PC85 > -1.763819
-> class 2\|3 [0.558]
Rule 14/257: (957.5, lift 11.4)
PC1 <= -0.430681
PC2 <= -2.447092
PC8 <= -0.2273773
PC19 <= -3.430161
PC20 <= 0.6182159
PC46 <= 0.6215925
PC94 <= 0.4008971
-> class 2\|4 [0.999]
Rule 14/258: (593.6/5.7, lift 11.3)
PC1 <= -0.430681
PC8 <= -2.525567
PC21 > 0.6625059
PC44 <= 0.8522799
PC70 <= 0.1109551
PC81 > -0.5734908
PC96 <= 0.290455
-> class 2\|4 [0.989]
Rule 14/259: (475.4/4.6, lift 11.3)
PC2 <= -2.447092
PC8 <= -0.2273773
PC13 <= 0.2620366
PC19 <= -3.430161
PC20 <= 0.6182159
PC33 <= 0.3340787
PC46 <= 0.6215925
-> class 2\|4 [0.988]
Rule 14/260: (219.4/2.4, lift 11.2)
PC1 <= -0.430681
PC8 <= -2.525567
PC22 > -1.144513
PC44 > 0.8522799
PC70 <= 0.1109551
PC96 <= 0.290455
-> class 2\|4 [0.985]
Rule 14/261: (50.6/0.7, lift 11.1)
PC1 > -0.1217223
PC10 <= -0.7928229
PC19 > -1.521262
PC27 > 0.1035287
PC57 > 0.02494162
-> class 2\|4 [0.969]
Rule 14/262: (24.2, lift 11.0)
PC1 <= -0.430681
PC8 <= -2.525567
PC19 <= -1.787465
PC96 > 0.290455
-> class 2\|4 [0.962]
Rule 14/263: (111.9/4.5, lift 10.9)
PC1 <= -0.430681
PC8 <= -2.525567
PC40 > 0.5328744
PC53 <= -0.1742194
PC70 <= 0.1109551
PC96 <= 0.290455
-> class 2\|4 [0.952]
Rule 14/264: (18.1, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC19 <= -0.02538558
PC22 > 1.262926
PC54 > -2.285619
PC57 > -0.07739355
-> class 2\|4 [0.950]
Rule 14/265: (48.5/4, lift 10.3)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.231518
PC8 <= -0.3336635
PC18 > -0.2446704
PC41 <= 0.9981751
PC43 > -0.145642
-> class 2\|4 [0.902]
Rule 14/266: (386.5/50.9, lift 9.9)
PC8 <= -2.525567
PC12 > -0.8050653
PC17 <= 0.9261561
PC19 > -3.430161
PC22 > -1.679727
PC35 > 0.1444674
PC42 > -0.5275282
PC49 <= 0.08113985
PC52 > -0.2156004
PC53 > -0.1742194
PC61 > -0.3598806
PC70 <= 0.1109551
PC85 > -0.4878342
PC88 <= 0.1698803
PC92 <= 0.1659765
PC93 <= 0.4503979
PC96 <= 0.290455
-> class 2\|4 [0.866]
Rule 14/267: (21.9/2.7, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC14 <= -0.05901208
PC29 > 0.2790949
PC49 <= 0.1124635
PC57 > -0.07739355
PC99 <= 1.238568
-> class 2\|4 [0.847]
Rule 14/268: (51.1/8.8, lift 9.3)
PC2 <= 2.231518
PC10 <= -0.7928229
PC19 > -1.521262
PC78 <= -0.5036948
-> class 2\|4 [0.815]
Rule 14/269: (14.6/2.1, lift 9.3)
PC2 <= 2.231518
PC8 > -2.525567
PC8 <= -0.2273773
PC27 > -0.127401
PC29 <= 0.2790949
PC43 > -1.512464
PC57 > -0.07739355
PC65 > 0.9277187
PC99 <= 1.238568
-> class 2\|4 [0.811]
Rule 14/270: (1866.5/897.1, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= -0.2273773
PC57 <= -0.07739355
-> class 2\|4 [0.519]
Default class: 2\|3
----- Trial 15: -----
Rules:
Rule 15/1: (140.4, lift 16.7)
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC18 <= 5.394038
PC19 <= 0.01214404
PC24 <= -2.6116
PC36 <= 1.459049
PC43 <= 1.056457
PC80 <= 0.5318033
PC91 > -1.533481
PC97 <= 0.418538
-> class 0\|0 [0.993]
Rule 15/2: (161.3/0.7, lift 16.6)
PC2 > 2.231518
PC3 <= 1.640775
PC12 <= 2.091055
PC17 > -0.4170254
PC18 <= 5.394038
PC28 <= 3.353422
PC41 <= 0.1727836
PC43 <= 1.056457
PC48 > 0.42627
PC80 <= 0.5318033
PC91 > -1.533481
PC97 <= 0.418538
-> class 0\|0 [0.990]
Rule 15/3: (147/0.6, lift 16.6)
PC3 > -4.3432
PC17 > -0.4170254
PC18 > 0.744539
PC32 > 0.5054852
PC41 > -0.1744425
PC65 <= 0.04926013
PC74 > -0.4519677
PC80 <= 0.5318033
PC97 <= 0.418538
-> class 0\|0 [0.989]
Rule 15/4: (88, lift 16.6)
PC3 > -4.3432
PC17 > -0.4170254
PC19 <= -0.004989922
PC35 <= 0.435915
PC40 > 2.541167
PC97 <= 0.418538
-> class 0\|0 [0.989]
Rule 15/5: (82.2, lift 16.6)
PC3 > -4.3432
PC5 <= 1.913384
PC17 > -0.4170254
PC17 <= 4.212963
PC18 > 0.744539
PC19 <= -0.004989922
PC34 > -2.237123
PC41 > -0.1744425
PC41 <= 0.1727836
PC60 > 0.3700858
PC80 <= 0.5318033
PC97 <= 0.418538
-> class 0\|0 [0.988]
Rule 15/6: (126/0.9, lift 16.5)
PC5 <= 1.913384
PC13 <= 6.717022
PC17 <= 4.212963
PC18 > 0.744539
PC20 > -3.556
PC25 <= 1.076158
PC29 > 1.34271
PC31 > -0.3156989
PC35 <= 0.435915
PC41 > -0.1744425
PC91 <= 2.661525
PC97 <= 0.418538
-> class 0\|0 [0.985]
Rule 15/7: (64.4, lift 16.5)
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC19 <= 0.01214404
PC25 <= 1.076158
PC85 <= 2.546556
PC91 <= 2.661525
PC99 <= -1.489295
-> class 0\|0 [0.984]
Rule 15/8: (62.3, lift 16.5)
PC3 <= 1.640775
PC4 <= 9.039344
PC13 <= 6.717022
PC17 > -0.4170254
PC18 > 0.744539
PC19 <= 0.01214404
PC71 <= -0.9276869
PC91 <= 2.661525
-> class 0\|0 [0.984]
Rule 15/9: (41.9, lift 16.4)
PC2 > 2.231518
PC9 > 0.4126813
PC18 > 0.744539
PC35 > 0.435915
-> class 0\|0 [0.977]
Rule 15/10: (38, lift 16.4)
PC2 > 2.231518
PC13 <= 6.717022
PC18 > 0.744539
PC25 <= 1.076158
PC28 <= 3.353422
PC91 <= 2.661525
PC100 <= -1.469016
-> class 0\|0 [0.975]
Rule 15/11: (97.9/1.7, lift 16.3)
PC3 > -4.3432
PC13 <= 6.717022
PC17 > -0.264261
PC18 > 0.744539
PC19 <= -0.004989922
PC26 > -0.3701021
PC28 <= 3.353422
PC31 > -0.3156989
PC35 <= 0.435915
PC41 > -0.1744425
PC41 <= 0.1727836
PC43 > -1.095743
PC58 > -1.056326
PC69 > 0.3040932
PC74 > -0.4519677
PC97 <= 0.418538
-> class 0\|0 [0.973]
Rule 15/12: (100.3/2, lift 16.3)
PC3 > -4.3432
PC13 <= 6.717022
PC18 > 0.744539
PC20 > -3.556
PC20 <= -2.551296
PC26 > -0.3701021
PC35 <= 0.435915
PC43 > -1.095743
PC58 > -1.056326
PC65 <= 0.04926013
PC97 <= 0.418538
-> class 0\|0 [0.971]
Rule 15/13: (145.5/3.4, lift 16.3)
PC3 > -4.3432
PC5 <= 1.913384
PC14 > -0.3755859
PC14 <= 1.985141
PC17 > -0.4170254
PC18 > 0.744539
PC24 <= 3.740935
PC26 > -0.3701021
PC31 > -0.3156989
PC34 > -2.237123
PC39 > -0.9146116
PC41 > -0.1744425
PC41 <= 0.1727836
PC48 <= 0.4054666
PC53 <= 1.583342
PC58 > -1.056326
PC60 <= 0.3700858
PC61 <= 0.06587801
PC69 <= 0.3040932
PC72 <= 0.1264477
PC73 <= 0.7177625
PC80 <= 0.5318033
PC89 <= 0.1976095
PC97 <= 0.418538
PC99 <= 0.8028091
-> class 0\|0 [0.970]
Rule 15/14: (43.3/0.7, lift 16.2)
PC4 <= 9.039344
PC13 <= 6.717022
PC17 > -0.4170254
PC18 > 0.744539
PC34 > -2.237123
PC57 > 1.447131
PC91 > -1.533481
PC91 <= 2.661525
PC97 > 0.418538
-> class 0\|0 [0.963]
Rule 15/15: (40/0.8, lift 16.1)
PC4 <= 9.039344
PC18 > 0.744539
PC19 <= 0.01214404
PC25 <= 1.076158
PC34 > -2.237123
PC35 > 0.435915
PC39 > 0.9139135
-> class 0\|0 [0.958]
Rule 15/16: (78.9/2.9, lift 16.0)
PC13 <= 6.717022
PC17 > 4.212963
PC18 > 0.744539
PC25 <= 1.076158
PC85 <= 2.546556
-> class 0\|0 [0.952]
Rule 15/17: (15.4/0.1, lift 15.7)
PC2 > 2.231518
PC4 <= 9.039344
PC17 <= -0.4170254
PC18 > 0.744539
PC45 <= -1.18586
PC85 <= 2.546556
-> class 0\|0 [0.935]
Rule 15/18: (8.3, lift 15.2)
PC13 > 6.717022
PC18 > 3.528055
PC20 > -3.954047
PC31 > 0.1783828
PC51 > -2.976097
-> class 0\|0 [0.903]
Rule 15/19: (63.2/6.3, lift 14.9)
PC18 > 3.528055
PC20 > -3.954047
PC52 <= 3.547627
PC55 > 0.4760992
-> class 0\|0 [0.888]
Rule 15/20: (3.8, lift 13.9)
PC18 > 0.744539
PC34 > -2.237123
PC34 <= -2.206002
PC91 <= 2.661525
PC97 > 0.418538
-> class 0\|0 [0.827]
Rule 15/21: (24.3/3.9, lift 13.7)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= -0.3535447
PC18 <= 0.744539
PC46 <= -1.318277
-> class 0\|0 [0.814]
Rule 15/22: (88.6, lift 13.1)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4170254
PC18 > 0.744539
PC24 > -2.6116
PC28 <= 3.353422
PC32 <= 0.5054852
PC34 > -2.237123
PC48 <= 0.42627
PC58 <= -1.056326
PC71 > -0.9276869
PC85 <= 2.546556
-> class 0\|1 [0.989]
Rule 15/23: (89.6, lift 13.1)
PC2 > 2.231518
PC4 <= 9.039344
PC13 <= 6.717022
PC15 > -0.6734367
PC18 > 0.744539
PC20 > -2.551296
PC24 > -2.6116
PC32 <= 0.5054852
PC43 <= 1.056457
PC61 > 0.06587801
PC74 > -0.4519677
-> class 0\|1 [0.989]
Rule 15/24: (83.2, lift 13.1)
PC3 <= -4.3432
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC24 > -2.6116
PC25 <= 1.076158
PC29 <= 1.34271
PC48 <= 0.42627
PC71 > -0.9276869
PC85 <= 2.546556
PC91 <= 2.661525
-> class 0\|1 [0.988]
Rule 15/25: (89.3/0.4, lift 13.1)
PC2 > 2.231518
PC9 <= 0.4126813
PC13 <= 6.717022
PC17 > -0.264261
PC19 <= 0.01214404
PC25 <= 1.076158
PC35 > 0.435915
PC39 <= 0.9139135
PC71 > -0.9276869
-> class 0\|1 [0.985]
Rule 15/26: (50.9, lift 13.0)
PC3 <= 1.640775
PC6 <= 0.1706467
PC9 <= 0.6882612
PC10 <= -2.314371
PC16 <= 0.332898
PC18 > -1.262996
PC18 <= 0.744539
PC30 <= -0.02898264
PC46 > -1.318277
PC81 > -0.3131306
-> class 0\|1 [0.981]
Rule 15/27: (58.3/0.2, lift 13.0)
PC2 > 2.231518
PC3 <= 1.640775
PC15 > -0.6734367
PC18 > 0.744539
PC25 <= 1.076158
PC31 <= -0.3156989
PC39 <= 1.947383
PC100 > -1.469016
-> class 0\|1 [0.980]
Rule 15/28: (71.3/0.7, lift 12.9)
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4170254
PC18 > 0.744539
PC29 <= 1.34271
PC41 > -0.1744425
PC43 <= 1.056457
PC74 <= -0.4519677
PC97 <= 0.418538
PC99 > -1.489295
PC100 > -1.469016
-> class 0\|1 [0.977]
Rule 15/29: (42, lift 13.0)
PC2 > 2.231518
PC4 <= 9.039344
PC13 <= 6.717022
PC15 > -0.6734367
PC17 > -0.4170254
PC17 <= 4.212963
PC24 > -2.6116
PC29 <= 1.34271
PC39 <= -0.9146116
PC48 <= 0.42627
PC69 <= 0.3040932
PC71 > -0.9276869
PC100 > -1.469016
-> class 0\|1 [0.977]
Rule 15/30: (40.1, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.9524999
PC18 > -1.262996
PC18 <= 0.744539
PC46 > -1.318277
-> class 0\|1 [0.976]
Rule 15/31: (39.8, lift 12.9)
PC18 > 0.744539
PC20 > -2.551296
PC24 > -2.6116
PC32 <= 0.5054852
PC43 <= 1.056457
PC73 > 0.7177625
PC89 <= 0.1976095
PC91 <= 2.661525
PC97 <= 0.418538
PC99 > -1.489295
PC100 > -1.469016
-> class 0\|1 [0.976]
Rule 15/32: (69.8/0.8, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -0.3535447
PC18 <= 0.744539
PC46 <= -1.318277
PC53 <= 0.1520967
-> class 0\|1 [0.975]
Rule 15/33: (38.6, lift 12.9)
PC2 > 2.231518
PC18 <= 0.744539
PC46 > -1.318277
PC67 > -0.454017
PC78 > 2.983765
PC79 > -0.2976363
-> class 0\|1 [0.974]
Rule 15/34: (127.6/2.5, lift 12.9)
PC3 <= 1.640775
PC5 <= 1.913384
PC13 <= 6.717022
PC18 > 0.744539
PC20 > -2.551296
PC24 > -2.6116
PC26 > -0.3701021
PC43 > -1.095743
PC48 <= 0.42627
PC61 <= 0.06587801
PC69 <= 0.3040932
PC89 > 0.1976095
-> class 0\|1 [0.973]
Rule 15/35: (94/1.9, lift 12.8)
PC13 <= 6.717022
PC15 > -0.6734367
PC17 > -0.4170254
PC18 > 0.744539
PC19 <= 0.01214404
PC34 <= -2.237123
PC39 <= 1.947383
PC71 > -0.9276869
PC85 <= 2.546556
PC99 > -1.489295
PC100 > -1.469016
-> class 0\|1 [0.969]
Rule 15/36: (30.1, lift 12.8)
PC2 > 2.231518
PC4 <= 9.039344
PC14 <= -0.3755859
PC15 > -0.6734367
PC18 > 0.744539
PC20 > -2.551296
PC39 <= 1.947383
PC61 <= 0.06587801
PC89 <= 0.1976095
PC100 > -1.469016
-> class 0\|1 [0.969]
Rule 15/37: (158.4/3.9, lift 12.8)
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4170254
PC17 <= 4.212963
PC18 > 0.744539
PC19 <= 0.01214404
PC22 <= 1.502633
PC34 > -2.206002
PC57 <= 1.447131
PC71 > -0.9276869
PC85 <= 2.546556
PC97 > 0.418538
PC99 > -1.489295
-> class 0\|1 [0.969]
Rule 15/38: (97.5/2.3, lift 12.8)
PC6 <= 0.1706467
PC10 <= -2.314371
PC18 > -1.262996
PC18 <= 0.744539
PC30 > -0.02898264
PC46 > -1.318277
-> class 0\|1 [0.967]
Rule 15/39: (66.2/1.5, lift 12.8)
PC10 <= -2.314371
PC16 > 0.332898
PC18 > -1.262996
PC18 <= 0.744539
PC60 <= -0.4183349
-> class 0\|1 [0.964]
Rule 15/40: (30.5/0.2, lift 12.8)
PC2 > 2.231518
PC13 <= 6.717022
PC14 > 1.985141
PC18 > 0.744539
PC32 <= 0.5054852
PC69 <= 0.3040932
PC100 > -1.469016
-> class 0\|1 [0.964]
Rule 15/41: (24.5, lift 12.8)
PC3 <= 1.640775
PC4 <= 9.039344
PC17 > -0.4170254
PC17 <= -0.264261
PC18 > 0.744539
PC19 <= 0.01214404
PC28 <= 3.353422
PC97 <= 0.418538
-> class 0\|1 [0.962]
Rule 15/42: (42.7/0.7, lift 12.7)
PC2 > 2.231518
PC18 > 0.744539
PC29 <= 1.34271
PC32 <= 0.5054852
PC40 <= 2.541167
PC43 <= -1.095743
PC48 <= 0.42627
-> class 0\|1 [0.961]
Rule 15/43: (44.4/0.9, lift 12.7)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.264261
PC17 <= 4.212963
PC28 <= 3.353422
PC29 <= 1.34271
PC41 > 0.1727836
PC85 <= 2.546556
PC99 > -1.489295
-> class 0\|1 [0.960]
Rule 15/44: (86.4/2.5, lift 12.7)
PC2 > 2.231518
PC4 <= 9.039344
PC13 <= 6.717022
PC15 > -0.6734367
PC18 > 0.744539
PC91 > 2.661525
-> class 0\|1 [0.960]
Rule 15/45: (33.8/0.5, lift 12.7)
PC2 > 2.231518
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC28 <= 3.353422
PC39 <= 1.947383
PC71 > -0.9276869
PC91 <= -1.533481
PC99 > -1.489295
-> class 0\|1 [0.959]
Rule 15/46: (87.4/2.8, lift 12.7)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.744539
PC24 > -2.6116
PC29 <= 1.34271
PC40 <= 2.541167
PC60 <= 0.3700858
PC65 > 0.04926013
PC80 <= 0.5318033
PC97 <= 0.418538
PC99 > -1.489295
PC100 > -1.469016
-> class 0\|1 [0.958]
Rule 15/47: (68.3/2, lift 12.7)
PC13 <= 6.717022
PC17 > 0.204015
PC18 > 0.744539
PC25 > 1.076158
PC28 <= 3.353422
-> class 0\|1 [0.957]
Rule 15/48: (18.2, lift 12.6)
PC4 <= 9.039344
PC17 > -0.4170254
PC18 > 0.744539
PC19 > -0.004989922
PC19 <= 0.01214404
PC97 <= 0.418538
PC99 > -1.489295
-> class 0\|1 [0.951]
Rule 15/49: (58.4/2, lift 12.6)
PC13 > 6.717022
PC18 > 3.528055
PC20 > -3.954047
PC31 <= 0.1783828
PC52 <= 3.547627
PC55 <= 0.4760992
-> class 0\|1 [0.950]
Rule 15/50: (45.6/1.8, lift 12.5)
PC2 > 2.231518
PC13 <= 6.717022
PC15 > -0.6734367
PC18 > 0.744539
PC24 > -2.6116
PC26 <= -0.3701021
PC32 <= 0.5054852
PC39 <= 1.947383
PC48 <= 0.42627
-> class 0\|1 [0.941]
Rule 15/51: (14.2, lift 12.4)
PC2 > 2.231518
PC3 <= 1.640775
PC43 <= -1.939943
PC46 > -1.318277
PC50 > 1.036312
PC58 <= 4.240503
PC78 <= 2.983765
-> class 0\|1 [0.938]
Rule 15/52: (45.1/1.9, lift 12.4)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > -1.401128
PC12 <= -0.2440581
PC18 > -1.262996
PC18 <= 0.744539
PC20 > -4.727367
PC32 > 0.4880711
PC53 <= 4.701179
-> class 0\|1 [0.938]
Rule 15/53: (12.8, lift 12.4)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -0.3535447
PC35 > 0.2064011
PC46 <= -1.318277
-> class 0\|1 [0.932]
Rule 15/54: (48.9/2.5, lift 12.4)
PC10 <= -2.314371
PC16 > 0.332898
PC17 <= -0.3321014
PC18 > -1.262996
PC88 <= -0.4453122
-> class 0\|1 [0.932]
Rule 15/55: (92.5/6.8, lift 12.2)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.039344
PC13 <= 6.717022
PC17 <= -0.4170254
PC18 > 0.744539
PC22 > -0.05922873
PC28 <= 3.353422
PC45 > -1.18586
-> class 0\|1 [0.917]
Rule 15/56: (76.1/5.5, lift 12.1)
PC3 <= 1.640775
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC19 <= 0.01214404
PC71 > -0.9276869
PC80 > 0.5318033
PC91 > -1.533481
PC91 <= 2.661525
PC99 > -1.489295
-> class 0\|1 [0.917]
Rule 15/57: (30.8/1.8, lift 12.1)
PC4 <= 9.039344
PC13 <= 6.717022
PC17 <= 4.212963
PC18 > 0.744539
PC20 <= -3.556
PC39 <= 1.947383
PC71 > -0.9276869
PC84 > -2.63774
-> class 0\|1 [0.915]
Rule 15/58: (8.6, lift 12.0)
PC4 <= 9.039344
PC13 <= 6.717022
PC18 > 0.744539
PC24 > 3.740935
PC39 <= 1.947383
PC71 > -0.9276869
-> class 0\|1 [0.906]
Rule 15/59: (7.2, lift 11.8)
PC3 <= 1.640775
PC18 > -1.262996
PC18 <= 0.744539
PC30 > 3.559118
PC46 > -1.318277
-> class 0\|1 [0.891]
Rule 15/60: (13.3/1.5, lift 11.1)
PC2 > 2.231518
PC6 <= 0.1706467
PC16 > 0.332898
PC18 > -1.262996
PC30 <= -0.02898264
PC53 <= -1.515723
PC60 > -0.4183349
-> class 0\|1 [0.834]
Rule 15/61: (71.6/11.3, lift 11.0)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= 1.913384
PC17 > -0.264261
PC19 <= -0.004989922
PC25 <= 1.076158
PC35 <= 0.435915
PC39 <= 1.947383
PC41 <= -0.1744425
PC80 <= 0.5318033
PC100 > -1.469016
-> class 0\|1 [0.832]
Rule 15/62: (28.7/5.3, lift 10.6)
PC10 <= -2.314371
PC14 > 1.282217
PC17 <= -0.3321014
PC18 > -1.262996
PC30 <= -0.02898264
-> class 0\|1 [0.797]
Rule 15/63: (61.7/17.2, lift 9.5)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > -0.6734367
PC17 > -0.4170254
PC18 > 0.744539
PC19 > 0.01214404
PC28 <= 3.353422
PC59 > -1.513965
-> class 0\|1 [0.714]
Rule 15/64: (14.6/6.3, lift 7.4)
PC13 > 6.717022
PC18 > 0.744539
PC18 <= 3.528055
PC42 <= -1.643953
PC51 > -2.976097
-> class 0\|1 [0.560]
Rule 15/65: (17.8/8.5, lift 6.9)
PC3 <= 1.640775
PC18 <= -1.262996
PC58 > 4.240503
PC78 <= 2.983765
-> class 0\|1 [0.519]
Rule 15/66: (21.8/10.9, lift 6.6)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > 0.1706467
PC18 > -1.262996
PC18 <= 0.744539
-> class 0\|1 [0.501]
Rule 15/67: (79.9, lift 9.2)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > -1.081416
PC13 <= 3.813571
PC18 <= 0.744539
PC21 <= -0.9475972
PC40 > -2.798079
PC58 <= 4.240503
-> class 0\|2 [0.988]
Rule 15/68: (55.1, lift 9.2)
PC4 > 9.305666
PC18 <= -1.262996
PC78 <= 2.983765
-> class 0\|2 [0.982]
Rule 15/69: (32.7, lift 9.1)
PC13 > 6.717022
PC51 > -2.976097
PC52 > 3.547627
-> class 0\|2 [0.971]
Rule 15/70: (29.1, lift 9.0)
PC13 <= 3.813571
PC18 <= -1.262996
PC45 > 1.455794
PC46 <= 0.4590452
PC56 > -0.7286604
PC74 <= 0.3438647
PC81 > -1.402737
PC93 > -0.6529616
-> class 0\|2 [0.968]
Rule 15/71: (30.7/0.4, lift 9.0)
PC6 > -1.081416
PC9 > -0.2558664
PC18 <= 0.744539
PC28 > -0.3758624
PC40 <= 1.263132
PC43 > -1.939943
PC46 > -1.318277
PC46 <= 0.4590452
PC73 <= 2.029576
PC88 > 1.571733
-> class 0\|2 [0.958]
Rule 15/72: (61.5/2, lift 8.9)
PC9 > -0.2558664
PC13 <= 2.163376
PC18 <= -1.262996
PC28 > -0.3758624
PC43 > -1.797461
PC60 <= -0.348541
PC68 <= 0.3270253
PC73 <= 2.029576
PC74 > -0.3057668
PC92 > -1.72399
-> class 0\|2 [0.953]
Rule 15/73: (86.5/3.6, lift 8.9)
PC2 > 2.231518
PC3 <= 1.640775
PC9 > -0.2558664
PC14 <= 0.4124199
PC18 <= 0.744539
PC25 > -0.5109757
PC28 > -0.3758624
PC37 > -0.8264961
PC46 <= 0.4590452
PC52 > -0.4837434
PC52 <= 0.7823304
PC54 > -0.7495726
PC68 > -0.3643243
PC74 <= 0.3438647
PC93 > -0.6529616
PC99 <= -0.175208
-> class 0\|2 [0.949]
Rule 15/74: (28.2/0.6, lift 8.8)
PC6 > -1.081416
PC18 <= -1.262996
PC43 > -1.939943
PC43 <= -1.797461
PC73 <= 2.029576
PC75 > -1.710261
-> class 0\|2 [0.946]
Rule 15/75: (39.7/1.7, lift 8.7)
PC9 > -0.2558664
PC13 <= 3.813571
PC18 <= -1.262996
PC40 <= 1.263132
PC46 <= 0.4590452
PC56 > -0.7286604
PC60 > -0.348541
PC81 > -1.402737
PC81 <= -0.7948375
PC88 > -1.076625
PC99 > -0.175208
-> class 0\|2 [0.936]
Rule 15/76: (34.2/2.4, lift 8.5)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > -1.081416
PC13 <= 2.163376
PC28 > -0.3758624
PC36 <= 2.751086
PC56 > -0.7286604
PC58 <= 4.240503
PC74 > 1.682982
PC75 > -1.710261
PC78 <= 2.983765
-> class 0\|2 [0.906]
Rule 15/77: (7.6, lift 8.4)
PC2 > 2.231518
PC17 > -0.4170254
PC91 > 2.661525
PC100 <= -2.073216
-> class 0\|2 [0.896]
Rule 15/78: (7762.9/5629.4, lift 2.6)
PC2 > 2.231518
-> class 0\|2 [0.275]
Rule 15/79: (116, lift 12.4)
PC13 > 2.163376
PC18 <= -1.262996
PC21 > -0.9475972
PC28 > -0.3758624
PC37 > -0.8264961
PC78 <= 2.983765
-> class 0\|3 [0.992]
Rule 15/80: (87.6, lift 12.4)
PC2 > 2.231518
PC9 > -0.2558664
PC18 <= -1.262996
PC59 <= 0.8513168
PC68 <= -0.3643243
PC74 <= 0.3438647
PC78 <= 2.983765
PC81 > -1.402737
PC99 <= -0.175208
-> class 0\|3 [0.989]
Rule 15/81: (84.4, lift 12.4)
PC4 <= 9.305666
PC9 <= 0.6432343
PC14 <= -0.6214126
PC18 <= -1.262996
PC28 <= -0.3758624
PC32 > -1.782014
PC43 > -1.939943
PC78 <= 2.983765
-> class 0\|3 [0.988]
Rule 15/82: (78.1, lift 12.4)
PC2 > 2.231518
PC2 <= 7.678132
PC3 <= 1.640775
PC9 <= 0.6432343
PC18 <= -1.262996
PC28 > -0.3758624
PC54 <= -0.7495726
PC59 <= 0.8513168
PC68 <= 0.3270253
PC99 <= -0.175208
-> class 0\|3 [0.988]
Rule 15/83: (196/1.7, lift 12.4)
PC4 > -8.261679
PC5 > -0.4761921
PC11 <= 0.3006447
PC14 <= 0.4124199
PC18 <= -1.262996
PC21 > -0.9475972
PC32 <= -0.4593184
PC35 <= 0.5884266
PC36 <= 0.8762894
PC43 > -1.797461
PC45 <= 1.455794
PC49 > -0.7340515
PC60 > -0.348541
PC62 > -0.3120624
PC68 <= 0.3270253
PC74 <= 0.3438647
PC93 > -0.6529616
PC99 > -0.175208
PC100 <= 0.6426339
-> class 0\|3 [0.986]
Rule 15/84: (88.8/0.6, lift 12.3)
PC3 <= -1.507308
PC13 > 3.813571
PC18 <= -1.262996
PC78 <= 2.983765
-> class 0\|3 [0.982]
Rule 15/85: (127.9/1.5, lift 12.3)
PC2 > 2.231518
PC2 <= 7.678132
PC3 <= 1.640775
PC4 <= 9.305666
PC9 <= -0.2558664
PC18 <= -1.262996
PC28 > -0.3758624
PC37 > -0.8264961
PC100 <= 1.584785
-> class 0\|3 [0.981]
Rule 15/86: (50.2, lift 12.3)
PC4 > -8.261679
PC4 <= 9.305666
PC18 <= -1.262996
PC28 > -0.3758624
PC60 <= -0.348541
PC68 <= 0.3270253
PC74 <= -0.3057668
-> class 0\|3 [0.981]
Rule 15/87: (90.8/1.1, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.305666
PC18 <= -1.262996
PC28 <= -0.3758624
PC32 > -1.782014
PC43 > -1.797461
PC46 > -1.318277
PC74 > 0.732732
-> class 0\|3 [0.978]
Rule 15/88: (83/1.2, lift 12.2)
PC2 <= 7.678132
PC3 <= 1.640775
PC4 > -8.261679
PC18 <= -1.262996
PC28 > -0.3758624
PC32 > -1.782014
PC52 <= -0.4837434
PC68 <= 0.3270253
PC99 <= -0.175208
-> class 0\|3 [0.975]
Rule 15/89: (101.9/1.6, lift 12.2)
PC4 <= 9.305666
PC18 <= -1.262996
PC21 > -0.9475972
PC46 > 0.4590452
PC56 > -0.7286604
PC60 > -0.348541
PC68 <= 0.3270253
PC74 <= 1.682982
-> class 0\|3 [0.975]
Rule 15/90: (46.4/0.2, lift 12.2)
PC2 > 2.231518
PC3 <= 1.640775
PC9 <= 0.6432343
PC13 <= 3.813571
PC18 <= -1.262996
PC58 <= 4.240503
PC73 > 2.029576
PC78 <= 2.983765
-> class 0\|3 [0.975]
Rule 15/91: (37.3, lift 12.2)
PC2 > 2.231518
PC46 > -1.318277
PC67 <= -0.454017
PC78 > 2.983765
-> class 0\|3 [0.975]
Rule 15/92: (33.1, lift 12.2)
PC2 > 2.231518
PC18 <= -1.262996
PC20 <= 4.871992
PC28 <= -0.3758624
PC32 > -1.782014
PC43 > -1.939943
PC63 > 0.605381
PC87 > -0.184516
PC96 > 0.2565589
-> class 0\|3 [0.972]
Rule 15/93: (32.6, lift 12.2)
PC2 > 2.231518
PC4 <= 9.305666
PC28 > -0.3758624
PC29 <= -1.382569
PC37 <= -0.8264961
-> class 0\|3 [0.971]
Rule 15/94: (28.4, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.305666
PC18 <= -1.262996
PC32 > -1.782014
PC36 <= 2.751086
PC43 > -1.939943
PC75 <= -1.710261
PC78 <= 2.983765
-> class 0\|3 [0.967]
Rule 15/95: (27.5, lift 12.1)
PC2 > 2.231518
PC18 > 0.744539
PC84 <= -2.63774
-> class 0\|3 [0.966]
Rule 15/96: (37.2/0.4, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.305666
PC6 <= -1.081416
PC9 <= 0.6432343
PC18 <= -1.262996
PC32 > -1.782014
PC46 > -1.318277
PC58 <= 4.240503
PC100 <= 1.584785
-> class 0\|3 [0.965]
Rule 15/97: (26.6, lift 12.1)
PC18 <= -1.262996
PC19 <= 0.2062972
PC28 > -0.3758624
PC44 > 0.6465972
PC45 <= 1.455794
PC68 <= 0.3270253
PC74 <= 0.3438647
PC99 <= -0.175208
-> class 0\|3 [0.965]
Rule 15/98: (26.9, lift 12.1)
PC13 > 6.717022
PC18 > 0.744539
PC18 <= 3.528055
PC62 <= -0.5177915
PC94 > -1.458151
-> class 0\|3 [0.965]
Rule 15/99: (34.3/0.3, lift 12.1)
PC9 <= 0.6432343
PC18 <= -1.262996
PC36 > 2.751086
-> class 0\|3 [0.964]
Rule 15/100: (26, lift 12.1)
PC2 > 2.231518
PC18 > 0.744539
PC51 <= -2.976097
-> class 0\|3 [0.964]
Rule 15/101: (47.7/1.1, lift 12.0)
PC3 <= 1.640775
PC9 <= 0.6432343
PC13 <= 3.813571
PC18 <= -1.262996
PC21 > -0.9475972
PC39 <= -0.8366871
PC74 <= 0.732732
PC87 > -0.184516
-> class 0\|3 [0.957]
Rule 15/102: (40.7/1, lift 12.0)
PC3 <= 1.640775
PC18 <= -1.262996
PC20 > 4.871992
PC87 > -0.184516
PC93 > -1.160113
-> class 0\|3 [0.953]
Rule 15/103: (103.9/4, lift 12.0)
PC9 > -0.2558664
PC14 <= 0.4124199
PC18 <= -1.262996
PC19 <= 0.2062972
PC21 > -0.9475972
PC28 > -0.3758624
PC32 > -1.782014
PC37 > -0.8264961
PC60 > -0.348541
PC68 <= 0.3270253
PC74 <= 0.3438647
PC93 <= -0.6529616
-> class 0\|3 [0.952]
Rule 15/104: (140/6.1, lift 11.9)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -8.101503
PC5 > -0.4761921
PC10 > -3.423737
PC18 <= -1.262996
PC32 > -0.4477088
PC49 > -0.7340515
PC60 > -0.348541
PC68 <= 0.3270253
PC72 <= 0.09988985
PC81 > -0.7948375
PC88 <= 1.571733
PC99 > -0.175208
-> class 0\|3 [0.950]
Rule 15/105: (17.6, lift 11.9)
PC2 > 2.231518
PC18 > -1.262996
PC18 <= 0.744539
PC46 > -1.318277
PC53 > 4.701179
-> class 0\|3 [0.949]
Rule 15/106: (61.4/2.6, lift 11.8)
PC4 > -8.261679
PC4 <= 9.305666
PC18 <= -1.262996
PC28 > -0.3758624
PC52 > 0.7823304
PC59 <= 0.8513168
PC68 <= 0.3270253
PC74 <= 0.3438647
PC99 <= -0.175208
-> class 0\|3 [0.943]
Rule 15/107: (15.3, lift 11.8)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -2.314371
PC12 > -0.2440581
PC18 > -1.262996
PC18 <= 0.744539
PC32 > 0.4880711
PC46 > -1.318277
PC76 <= 5.305516
PC98 > 0.3414918
-> class 0\|3 [0.938]
Rule 15/108: (16.2/0.4, lift 11.6)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.305666
PC18 <= -1.262996
PC28 > -0.3758624
PC43 > 0.8418793
PC68 > 0.3270253
PC100 <= 1.584785
-> class 0\|3 [0.924]
Rule 15/109: (11, lift 11.6)
PC2 > 2.231518
PC3 <= 1.640775
PC22 > 1.601186
PC46 <= -1.318277
PC53 > 0.1520967
-> class 0\|3 [0.923]
Rule 15/110: (10.9, lift 11.6)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.262996
PC18 <= 0.744539
PC81 <= -2.504973
-> class 0\|3 [0.923]
Rule 15/111: (10.7, lift 11.6)
PC1 > -0.3140869
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.262996
PC18 <= 0.744539
-> class 0\|3 [0.921]
Rule 15/112: (39.1/3, lift 11.3)
PC2 > 2.231518
PC4 <= 9.305666
PC18 <= -1.262996
PC28 <= -0.3758624
PC32 > -1.782014
PC58 <= 4.240503
PC73 <= 2.029576
PC78 <= 2.983765
PC93 <= -1.160113
PC100 <= 1.584785
-> class 0\|3 [0.903]
Rule 15/113: (72.6/7.5, lift 11.1)
PC4 <= 9.305666
PC18 <= -1.262996
PC28 <= -0.3758624
PC32 > -1.782014
PC43 > -1.939943
PC63 > 0.605381
PC87 > -0.184516
PC93 > -1.160113
PC94 <= 0.4107189
-> class 0\|3 [0.886]
Rule 15/114: (13.7/1.2, lift 10.8)
PC13 > 6.717022
PC18 > 0.744539
PC18 <= 3.528055
PC94 <= -1.458151
-> class 0\|3 [0.862]
Rule 15/115: (35.4/4.2, lift 10.8)
PC18 > -1.262996
PC18 <= 0.744539
PC20 <= -4.727367
-> class 0\|3 [0.861]
Rule 15/116: (82.9/11.1, lift 10.8)
PC2 > 2.231518
PC7 > -0.9524999
PC10 > -2.314371
PC18 <= 0.744539
PC43 > 1.809771
PC46 > -1.318277
-> class 0\|3 [0.858]
Rule 15/117: (4.3/0.1, lift 10.3)
PC10 <= -2.314371
PC18 > -1.262996
PC18 <= 0.744539
PC37 > 1.810738
-> class 0\|3 [0.820]
Rule 15/118: (70.2/13.7, lift 10.0)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -2.314371
PC18 > -1.262996
PC18 <= 0.744539
PC29 <= 1.973376
PC30 <= 3.559118
PC43 <= 1.809771
PC46 > 0.4122297
-> class 0\|3 [0.796]
Rule 15/119: (628.4/133.9, lift 9.9)
PC2 <= 7.678132
PC4 > -8.261679
PC4 <= 9.305666
PC9 <= 0.6432343
PC11 <= 0.3006447
PC18 <= -2.745644
PC21 > -0.9475972
PC28 > -0.3758624
PC37 > -0.8264961
PC46 > -1.318277
PC78 <= 2.983765
PC100 <= 1.584785
-> class 0\|3 [0.786]
Rule 15/120: (67.3/18.7, lift 9.0)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.262996
PC18 <= 0.744539
PC41 <= 0.1786163
PC71 > 0.860701
-> class 0\|3 [0.716]
Rule 15/121: (291.9, lift 21.4)
PC1 > -0.430681
PC4 > -1.767831
PC6 <= 6.988338
PC7 > -6.359869
PC10 <= 0.9532421
PC16 <= -1.946823
PC19 > 0.1785025
PC29 <= 0.3695171
PC43 > -1.589684
PC59 <= 0.1114571
PC98 <= -0.002956027
-> class 1\|0 [0.997]
Rule 15/122: (82.8, lift 21.2)
PC1 > -0.430681
PC2 <= 2.231518
PC10 <= 0.9532421
PC16 <= -1.946823
PC19 > 0.1785025
PC29 <= 0.3695171
PC43 > -1.589684
PC55 > -0.8477232
PC59 <= 0.1114571
PC98 > -0.0007499064
-> class 1\|0 [0.988]
Rule 15/123: (73.7, lift 21.2)
PC3 <= -4.368711
PC11 <= -0.8052899
PC68 <= 1.01486
-> class 1\|0 [0.987]
Rule 15/124: (64.9, lift 21.2)
PC2 <= 2.231518
PC10 <= 0.9532421
PC13 <= 0.2095596
PC16 <= -1.946823
PC44 > -1.920527
PC49 <= -0.8397031
-> class 1\|0 [0.985]
Rule 15/125: (248.4/8.5, lift 20.7)
PC3 > 1.640775
PC12 <= -0.06910454
PC25 > -0.02875286
PC33 <= 0.7378093
PC47 > -0.295758
PC51 > 0.5077795
PC75 > -0.3194127
PC94 <= 0.08197199
PC98 <= 0.1557885
-> class 1\|0 [0.962]
Rule 15/126: (51/1.5, lift 20.5)
PC1 > -0.430681
PC7 > -6.359869
PC8 > 0.5535071
PC10 <= 0.9532421
PC16 <= -1.946823
PC19 > 0.1785025
PC59 > 0.1114571
PC59 <= 0.293782
-> class 1\|0 [0.953]
Rule 15/127: (18.1, lift 20.4)
PC4 > -1.767831
PC9 > 1.545255
PC10 <= 0.9532421
PC16 <= -1.946823
PC35 > -0.6341802
PC59 > 0.293782
-> class 1\|0 [0.950]
Rule 15/128: (16.1, lift 20.3)
PC1 > -0.430681
PC2 <= 2.231518
PC4 > -1.767831
PC10 > 0.9532421
PC19 > 0.1785025
PC34 <= -0.8051466
PC44 > -1.920527
-> class 1\|0 [0.945]
Rule 15/129: (112.4/8.5, lift 19.7)
PC3 > 1.640775
PC12 <= -0.06910454
PC25 > -0.02875286
PC33 <= 0.7378093
PC69 > 0.563761
PC70 <= 1.215388
PC75 > -0.3194127
PC77 <= 0.7041603
PC92 <= 0.5344713
PC98 <= 0.1557885
PC100 > -0.8058769
-> class 1\|0 [0.917]
Rule 15/130: (7.6, lift 19.2)
PC2 > 2.231518
PC3 > 1.640775
PC14 <= -1.660562
-> class 1\|0 [0.896]
Rule 15/131: (21.8/1.8, lift 18.9)
PC1 > -0.430681
PC9 > -0.4341528
PC15 <= -1.99789
PC16 > -1.946823
PC16 <= 0.8944156
PC21 <= 0.8445365
-> class 1\|0 [0.882]
Rule 15/132: (57.4/8.1, lift 18.2)
PC1 > -0.430681
PC1 <= 9.70516
PC2 <= 2.231518
PC8 > -3.76792
PC34 <= -0.999545
PC65 > 0.6338694
-> class 1\|0 [0.847]
Rule 15/133: (3.8, lift 17.8)
PC2 > -3.365487
PC2 <= 2.231518
PC6 <= -3.211147
PC16 > -1.946823
PC16 <= 0.8944156
-> class 1\|0 [0.828]
Rule 15/134: (87.9/15.3, lift 17.6)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC7 > -7.025811
PC9 > -0.4341528
PC12 <= 2.889639
PC16 <= 0.8944156
PC19 > -1.326658
PC21 <= 0.8445365
PC65 <= 0.6338694
PC69 > -0.5220419
PC84 <= 0.3400612
PC99 <= -0.4568278
-> class 1\|0 [0.818]
Rule 15/135: (349.9/72.2, lift 17.0)
PC1 > -0.430681
PC12 > 2.889639
PC21 > -0.8640372
PC65 <= 0.6338694
-> class 1\|0 [0.792]
Rule 15/136: (2.6, lift 16.8)
PC2 <= 2.231518
PC16 <= -1.946823
PC94 <= -0.6837081
-> class 1\|0 [0.783]
Rule 15/137: (85.5, lift 16.8)
PC1 > -0.430681
PC4 > -1.767831
PC6 > 6.988338
PC19 > 0.1785025
PC59 <= 0.293782
-> class 1\|1 [0.989]
Rule 15/138: (83.3, lift 16.8)
PC1 > -0.430681
PC2 <= 2.231518
PC10 > 0.9532421
PC16 <= -1.946823
PC19 > 0.1785025
PC34 > -0.8051466
-> class 1\|1 [0.988]
Rule 15/139: (66.1, lift 16.7)
PC1 > 13.45392
PC6 <= -1.150318
PC11 > -0.8052899
PC65 <= 0.6338694
-> class 1\|1 [0.985]
Rule 15/140: (77/0.9, lift 16.6)
PC1 > -0.430681
PC2 <= 2.231518
PC4 > -1.767831
PC9 <= 1.545255
PC16 <= -1.946823
PC19 > 0.1785025
PC35 > -0.6341802
PC49 > -0.8397031
PC59 > 0.293782
-> class 1\|1 [0.976]
Rule 15/141: (34.6, lift 16.5)
PC1 > -0.430681
PC2 <= 2.231518
PC13 <= 0.2095596
PC16 <= -1.946823
PC19 <= 0.1785025
PC46 > 0.1490067
PC94 > -0.6837081
-> class 1\|1 [0.973]
Rule 15/142: (32.2, lift 16.5)
PC1 > 13.45392
PC2 <= -3.365487
PC3 > -4.368711
PC6 <= -1.150318
PC16 > -1.946823
PC65 <= 0.6338694
-> class 1\|1 [0.971]
Rule 15/143: (20.6, lift 16.2)
PC1 > 13.45392
PC6 <= -1.150318
PC65 <= 0.6338694
PC68 > 1.01486
-> class 1\|1 [0.956]
Rule 15/144: (261.8/12.8, lift 16.1)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC6 > -3.211147
PC7 > -7.025811
PC9 > -0.4341528
PC15 > -1.99789
PC16 <= 0.8944156
PC19 > -1.326658
PC21 <= 0.8445365
PC65 <= 0.6338694
PC69 > -0.5220419
PC84 <= 0.3400612
PC91 <= 0.4909739
PC99 > -0.4568278
-> class 1\|1 [0.948]
Rule 15/145: (12.1/0.2, lift 15.6)
PC13 <= 0.2095596
PC16 <= -1.946823
PC55 <= -0.8477232
PC59 <= 0.1114571
PC98 > -0.002956027
-> class 1\|1 [0.916]
Rule 15/146: (8.6, lift 15.4)
PC2 <= 2.231518
PC7 <= -6.359869
PC16 <= -1.946823
PC19 > 0.1785025
PC44 > -1.920527
PC59 <= 0.293782
-> class 1\|1 [0.906]
Rule 15/147: (40.8/4.4, lift 14.9)
PC1 > -0.430681
PC16 <= -1.946823
PC19 > 0.1785025
PC43 <= -1.589684
PC44 > -1.920527
-> class 1\|1 [0.874]
Rule 15/148: (5.2, lift 14.5)
PC16 <= -1.946823
PC98 > -0.002956027
PC98 <= -0.0007499064
-> class 1\|1 [0.853]
Rule 15/149: (88.4/12.7, lift 14.4)
PC2 <= 2.231518
PC8 <= 0.5535071
PC16 <= -1.946823
PC19 > 0.1785025
PC59 > 0.1114571
-> class 1\|1 [0.849]
Rule 15/150: (15.2/1.9, lift 14.1)
PC1 > 13.45392
PC2 <= -3.365487
PC6 > -1.150318
PC12 > 0.8916963
-> class 1\|1 [0.830]
Rule 15/151: (29.5/8.5, lift 11.8)
PC1 > 9.70516
PC6 <= -2.657511
PC8 > -3.76792
PC65 > 0.6338694
-> class 1\|1 [0.697]
Rule 15/152: (12.6/5.8, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC36 > 0.6611916
-> class 1\|1 [0.535]
Rule 15/153: (1402.9/871.8, lift 6.4)
PC2 > 2.231518
PC3 > 1.640775
-> class 1\|1 [0.379]
Rule 15/154: (98.9, lift 15.1)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC9 > -0.4341528
PC16 > -1.946823
PC69 > -0.5220419
PC84 > 0.3400612
-> class 1\|2 [0.990]
Rule 15/155: (88.8, lift 15.1)
PC1 > 13.45392
PC2 <= -3.365487
PC6 > -1.150318
PC12 <= 0.8916963
-> class 1\|2 [0.989]
Rule 15/156: (87.1, lift 15.1)
PC2 > 2.231518
PC3 > 1.640775
PC15 > -1.599951
PC51 <= -0.7457969
PC66 <= -0.2285949
-> class 1\|2 [0.989]
Rule 15/157: (79.5, lift 15.0)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC16 > 0.8944156
PC38 <= 0.2152591
PC66 <= -0.3840364
-> class 1\|2 [0.988]
Rule 15/158: (122.4/0.7, lift 15.0)
PC2 > -3.365487
PC2 <= 2.231518
PC5 > 2.606205
PC12 <= 2.889639
PC16 > 0.8944156
PC65 <= 0.6338694
-> class 1\|2 [0.987]
Rule 15/159: (71.5, lift 15.0)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC16 > 0.8944156
PC27 <= -0.2616144
PC38 <= 0.2152591
-> class 1\|2 [0.986]
Rule 15/160: (189.9/2.1, lift 15.0)
PC2 <= 2.231518
PC3 > 0.6922847
PC12 <= 2.308176
PC16 > 0.8944156
PC26 > -0.6886058
PC34 > -0.7250955
PC38 <= 0.2152591
PC39 > -0.2002335
PC43 > -0.4883314
PC65 <= 0.6338694
PC90 > -0.8321912
PC100 > -0.004760643
-> class 1\|2 [0.984]
Rule 15/161: (47.9, lift 14.9)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC9 > -0.4341528
PC12 <= 2.889639
PC21 <= 0.8445365
PC64 <= -0.9639336
PC65 <= 0.6338694
-> class 1\|2 [0.980]
Rule 15/162: (36, lift 14.8)
PC1 > 9.70516
PC6 > -2.657511
PC8 > -3.76792
PC16 > -1.946823
PC65 > 0.6338694
-> class 1\|2 [0.974]
Rule 15/163: (89.1/1.4, lift 14.8)
PC2 > -3.365487
PC16 > -1.946823
PC16 <= 0.8944156
PC19 <= -1.326658
PC50 <= -0.6422505
PC65 <= 0.6338694
-> class 1\|2 [0.973]
Rule 15/164: (55.7/0.6, lift 14.8)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC16 > -1.946823
PC16 <= 0.8944156
PC19 <= -1.326658
PC71 <= 0.937911
PC76 <= -0.554917
-> class 1\|2 [0.972]
Rule 15/165: (34.1, lift 14.8)
PC2 > 2.231518
PC3 > 1.640775
PC15 > -1.599951
PC31 <= -0.159597
PC51 <= -0.7457969
-> class 1\|2 [0.972]
Rule 15/166: (124.5/2.7, lift 14.8)
PC2 > 2.231518
PC3 > 1.640775
PC14 > -1.660562
PC16 > 0.9973184
PC51 > -0.7457969
-> class 1\|2 [0.971]
Rule 15/167: (218.3/5.8, lift 14.8)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC14 <= 0.7860648
PC16 > -1.946823
PC16 <= 0.8944156
PC19 <= -1.326658
PC20 > -0.2018907
-> class 1\|2 [0.969]
Rule 15/168: (28.2, lift 14.7)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.8953013
PC29 > 0.1482688
PC38 <= -0.00330259
-> class 1\|2 [0.967]
Rule 15/169: (77.1/2, lift 14.6)
PC3 > 0.6922847
PC16 > 0.8944156
PC26 <= -0.6886058
PC38 <= 0.2152591
PC39 > -0.2002335
PC65 <= 0.6338694
PC73 > -0.3718268
-> class 1\|2 [0.962]
Rule 15/170: (21.5, lift 14.6)
PC1 > -0.430681
PC2 > -3.365487
PC16 > 0.8944156
PC38 <= 0.2152591
PC39 <= -0.2002335
PC100 <= -1.090882
-> class 1\|2 [0.957]
Rule 15/171: (21.4, lift 14.6)
PC3 > 0.6922847
PC16 > 0.8944156
PC20 <= -1.91948
-> class 1\|2 [0.957]
Rule 15/172: (18.4, lift 14.5)
PC1 > 13.84657
PC8 <= -3.76792
-> class 1\|2 [0.951]
Rule 15/173: (18, lift 14.5)
PC2 > -3.365487
PC2 <= 2.231518
PC7 > -7.025811
PC16 > -1.946823
PC21 <= 0.8445365
PC59 > 1.023718
PC65 <= 0.6338694
-> class 1\|2 [0.950]
Rule 15/174: (16.8, lift 14.4)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.8953013
PC74 <= -1.942143
-> class 1\|2 [0.947]
Rule 15/175: (16.6, lift 14.4)
PC2 <= 2.231518
PC16 <= -1.946823
PC44 <= -1.920527
-> class 1\|2 [0.946]
Rule 15/176: (214.7/11.7, lift 14.3)
PC2 > 2.231518
PC3 > 1.640775
PC10 > -0.08982419
PC16 > -0.8953013
PC25 <= 0.3963984
PC38 > -0.00330259
PC51 > -0.7457969
PC93 > -0.9696231
-> class 1\|2 [0.941]
Rule 15/177: (45.1/2, lift 14.3)
PC2 <= -0.2622361
PC3 > 0.6922847
PC16 > -1.946823
PC38 > 0.2152591
PC65 <= 0.6338694
-> class 1\|2 [0.936]
Rule 15/178: (21.8/0.7, lift 14.1)
PC3 > 1.640775
PC16 > -0.8953013
PC38 <= -0.00330259
PC93 > -0.9696231
PC94 > 0.8499737
-> class 1\|2 [0.928]
Rule 15/179: (88.2/6.2, lift 14.0)
PC2 <= 2.231518
PC7 <= -7.025811
PC12 <= 2.889639
PC16 > -1.946823
PC21 <= 0.8445365
-> class 1\|2 [0.920]
Rule 15/180: (30.8/2.8, lift 13.5)
PC2 <= 2.231518
PC13 <= 0.2095596
PC16 <= -1.946823
PC19 <= 0.1785025
PC46 <= 0.1490067
-> class 1\|2 [0.885]
Rule 15/181: (93.1, lift 16.1)
PC2 <= 2.231518
PC3 > 0.6922847
PC5 <= 2.606205
PC16 > 0.8944156
PC20 > -1.91948
PC27 > -0.2616144
PC39 > -0.2002335
PC100 <= -0.004760643
-> class 1\|3 [0.989]
Rule 15/182: (395.9/154.2, lift 9.9)
PC3 > 1.640775
PC14 > -1.660562
PC16 > -0.8953013
PC51 <= -0.7457969
-> class 1\|3 [0.610]
Rule 15/183: (4270/3204.8, lift 4.0)
PC1 > -0.430681
PC2 <= 2.231518
-> class 1\|3 [0.250]
Rule 15/184: (289.1, lift 16.7)
PC8 > 1.456417
PC10 <= 0.5683248
PC16 <= 0.6058912
PC19 <= -1.107148
PC21 > 0.92866
PC41 <= 1.60975
PC88 > -0.319935
-> class 2\|0 [0.997]
Rule 15/185: (324/1.8, lift 16.7)
PC8 > -0.5495703
PC10 <= 0.5683248
PC11 > -0.370402
PC13 > -0.6176337
PC16 <= 0.6058912
PC19 <= -1.635959
PC20 <= 0.09120373
PC21 > -0.2469342
PC30 <= 0.4288014
PC41 <= 1.60975
PC46 <= 1.367157
PC88 > -0.319935
-> class 2\|0 [0.992]
Rule 15/186: (117.7/0.4, lift 16.6)
PC8 > -0.5495703
PC10 <= 0.5683248
PC13 > -0.6176337
PC19 <= -1.107148
PC21 > -0.2469342
PC30 <= 0.4288014
PC41 <= 1.60975
PC46 <= 1.367157
PC75 > 0.4809653
-> class 2\|0 [0.988]
Rule 15/187: (227/1.9, lift 16.6)
PC8 > 1.456417
PC11 > -0.694379
PC21 > 1.96372
PC48 <= 0.03186287
PC66 > -0.8810961
PC96 > -0.3144718
PC97 <= 1.434089
-> class 2\|0 [0.987]
Rule 15/188: (68.3, lift 16.6)
PC1 > -0.430681
PC1 <= 9.70516
PC3 <= -0.3946742
PC8 > -3.76792
PC54 <= -1.8161
PC64 <= 0.8151643
PC65 > 0.6338694
PC99 > -2.25938
-> class 2\|0 [0.986]
Rule 15/189: (44, lift 16.4)
PC1 <= -0.430681
PC8 > 1.456417
PC11 > -0.694379
PC21 > -0.2469342
PC21 <= 1.96372
PC73 > 0.692283
PC96 > -0.3144718
-> class 2\|0 [0.978]
Rule 15/190: (91.9/1.5, lift 16.3)
PC1 <= -0.430681
PC8 > 1.456417
PC11 > -0.370402
PC21 > -0.2469342
PC46 <= -1.083396
PC66 > -0.8810961
PC97 <= 1.434089
-> class 2\|0 [0.973]
Rule 15/191: (83.7/1.4, lift 16.3)
PC2 <= 2.231518
PC8 > 1.456417
PC11 > -0.370402
PC21 > -0.2469342
PC32 > 1.688222
-> class 2\|0 [0.972]
Rule 15/192: (79.9/2.8, lift 16.0)
PC8 > 4.941788
PC11 > -0.370402
PC19 > -1.107148
PC21 > -0.2469342
PC66 > -0.8810961
-> class 2\|0 [0.953]
Rule 15/193: (6.8, lift 14.8)
PC1 <= -0.430681
PC8 > 1.456417
PC11 <= -0.694379
PC20 <= -0.1617082
PC96 > -0.3144718
-> class 2\|0 [0.879]
Rule 15/194: (4.9, lift 14.4)
PC1 <= -0.430681
PC2 > -1.242138
PC2 <= 2.231518
PC8 > -0.5495703
PC21 <= -0.2469342
-> class 2\|0 [0.856]
Rule 15/195: (33/4.7, lift 14.1)
PC1 <= -0.430681
PC8 > 1.456417
PC8 <= 4.941788
PC11 > -0.370402
PC11 <= -0.3052906
PC21 > -0.2469342
PC96 > -0.3144718
-> class 2\|0 [0.838]
Rule 15/196: (129.4/33.2, lift 12.4)
PC2 <= 2.231518
PC8 > 1.456417
PC11 > -0.370402
PC21 > -0.2469342
PC46 > -1.083396
PC66 > 0.6697623
-> class 2\|0 [0.740]
Rule 15/197: (205.4/0.9, lift 10.2)
PC1 <= -0.430681
PC8 > 0.4562416
PC8 <= 1.456417
PC12 <= 2.086369
PC19 <= 2.403269
PC20 <= 0.3845912
PC47 <= 0.463648
PC56 > -0.3757456
PC57 <= 0.01772677
PC70 <= 0.336256
PC73 > -0.822712
PC77 > -0.2206832
-> class 2\|1 [0.991]
Rule 15/198: (193.8/1.3, lift 10.2)
PC1 <= -0.430681
PC8 > 1.456417
PC11 <= -0.694379
PC20 > -0.1617082
PC21 > -0.2469342
PC55 > -1.105198
PC96 > -0.3144718
-> class 2\|1 [0.988]
Rule 15/199: (33.4, lift 10.0)
PC1 <= -0.430681
PC8 > 1.456417
PC11 > -0.694379
PC16 > 0.6058912
PC21 <= 1.96372
PC97 <= 1.434089
-> class 2\|1 [0.972]
Rule 15/200: (29.7, lift 10.0)
PC1 > -0.430681
PC1 <= 13.45392
PC2 <= -3.365487
PC8 > -3.76792
PC41 > 1.147483
PC65 <= 0.6338694
-> class 2\|1 [0.968]
Rule 15/201: (178.3/5.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC11 > -0.694379
PC21 <= 1.96372
PC73 <= 0.692283
PC88 <= -0.319935
PC96 > -0.3144718
-> class 2\|1 [0.964]
Rule 15/202: (109.5/6.3, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC17 <= 0.7541111
PC20 <= -0.5436103
-> class 2\|1 [0.935]
Rule 15/203: (10.7, lift 9.5)
PC1 > -0.430681
PC3 <= -0.3946742
PC54 <= -1.8161
PC99 <= -2.25938
-> class 2\|1 [0.921]
Rule 15/204: (5, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > 0.1528525
PC8 <= 0.1542332
-> class 2\|1 [0.857]
Rule 15/205: (67/14.3, lift 8.0)
PC1 <= -0.430681
PC8 > 1.456417
PC96 <= -0.3144718
PC97 <= 1.434089
-> class 2\|1 [0.778]
Rule 15/206: (74.6/16.7, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.17329
PC28 <= -0.2656237
-> class 2\|1 [0.770]
Rule 15/207: (50/13, lift 7.5)
PC2 <= 2.231518
PC8 > -3.17329
PC14 <= -3.571462
-> class 2\|1 [0.730]
Rule 15/208: (8.1/2.3, lift 6.9)
PC2 <= 2.231518
PC13 <= 0.2095596
PC16 <= -1.946823
PC35 <= -0.6341802
-> class 2\|1 [0.674]
Rule 15/209: (3357.4/1650.1, lift 5.2)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
-> class 2\|1 [0.509]
Rule 15/210: (47.6/23.5, lift 5.2)
PC1 > -0.430681
PC2 > -3.365487
PC2 <= 2.231518
PC8 > -3.76792
PC9 <= -0.4341528
PC16 <= 0.8944156
PC19 > -1.326658
PC65 <= 0.6338694
-> class 2\|1 [0.505]
Rule 15/211: (262.5/4.1, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.17329
PC8 <= -0.5495703
PC13 > -0.8186352
PC26 <= 3.09007
PC32 <= 1.601086
PC34 <= 0.6044881
PC57 <= -0.100883
PC60 <= -0.2907742
PC90 > -0.6953092
PC100 <= 1.808399
-> class 2\|2 [0.981]
Rule 15/212: (257.8/5.7, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.17329
PC8 <= -0.5495703
PC13 > -0.8186352
PC15 > -1.745862
PC19 > -3.368043
PC26 <= 3.09007
PC32 <= 1.601086
PC34 <= 0.6044881
PC57 <= -0.100883
PC86 > -0.5617738
PC90 > -0.6953092
PC99 > -1.00582
-> class 2\|2 [0.974]
Rule 15/213: (88.7/1.5, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655794
PC8 <= -0.5495703
PC14 > -3.571462
PC28 > 0.04988255
PC45 <= 0.4335379
PC47 > -0.8644236
PC52 <= 0.2266503
PC65 > -1.416926
-> class 2\|2 [0.972]
Rule 15/214: (39.1/0.4, lift 11.2)
PC2 <= 2.231518
PC6 <= -0.216751
PC8 > -3.17329
PC8 <= -0.5495703
PC32 <= 1.601086
PC35 <= 0.5842086
PC57 > -0.100883
PC78 > 1.087495
-> class 2\|2 [0.967]
Rule 15/215: (52.6/0.9, lift 11.2)
PC1 > -0.430681
PC1 <= 13.45392
PC2 <= -3.365487
PC8 > -3.76792
PC15 > -0.9873269
PC41 <= 1.147483
PC65 <= 0.6338694
-> class 2\|2 [0.965]
Rule 15/216: (47.7/1.1, lift 11.1)
PC1 <= -0.430681
PC8 > 1.456417
PC21 <= -0.2469342
PC22 <= -1.207938
PC77 <= -0.1120391
-> class 2\|2 [0.959]
Rule 15/217: (53.9/1.5, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC17 <= 0.7541111
PC57 <= 0.01772677
PC70 > -0.9037994
PC73 <= -0.822712
-> class 2\|2 [0.955]
Rule 15/218: (126.4/4.7, lift 11.1)
PC1 <= -0.430681
PC8 <= 1.456417
PC13 > 0.2065419
PC19 > 2.403269
PC20 > -0.06952403
PC57 <= 0.01772677
-> class 2\|2 [0.955]
Rule 15/219: (70.5/2.4, lift 11.1)
PC2 <= 2.231518
PC6 <= -0.216751
PC8 > -3.17329
PC8 <= -1.655794
PC14 > -3.571462
PC19 > -3.368043
PC28 > -0.2656237
PC29 <= 0.2805822
PC30 > 0.1037648
PC35 <= 0.5842086
PC39 > -0.2796223
PC73 <= 1.114849
PC76 > -0.01608595
-> class 2\|2 [0.954]
Rule 15/220: (26.3/0.4, lift 11.1)
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC28 <= 0.119512
PC61 > 1.795327
-> class 2\|2 [0.952]
Rule 15/221: (208.1/9.1, lift 11.1)
PC2 <= 2.231518
PC4 <= 0.2619953
PC8 > -1.655794
PC8 <= -0.5495703
PC10 > -0.2977719
PC26 > -2.09874
PC31 <= 1.471701
PC38 > -0.530539
PC49 > -0.1087762
PC52 <= 0.2266503
PC57 <= 0.2513795
PC64 > -0.2265663
PC100 <= 0.51297
-> class 2\|2 [0.952]
Rule 15/222: (18.5, lift 11.1)
PC1 <= -0.430681
PC2 <= -1.721669
PC8 > -0.5495703
PC8 <= 1.456417
PC28 <= 0.119512
PC57 > 0.01772677
PC83 > -0.8493475
PC94 > -0.6531713
PC95 > -0.2003128
PC98 > 0.3894151
-> class 2\|2 [0.951]
Rule 15/223: (17.7, lift 11.0)
PC2 <= 2.231518
PC6 <= -0.216751
PC8 > -3.17329
PC8 <= -0.5495703
PC30 <= 0.1037648
PC32 <= 1.601086
PC35 <= 0.5842086
PC86 > 1.011395
-> class 2\|2 [0.949]
Rule 15/224: (87.9/3.9, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 > -1.644617
PC8 > -0.5495703
PC8 <= 0.4562416
PC17 <= 0.7541111
PC20 > -0.5436103
PC57 <= 0.01772677
PC70 > -0.9037994
PC79 <= -0.07988233
-> class 2\|2 [0.946]
Rule 15/225: (15, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC19 <= 2.403269
PC70 > 0.336256
PC77 > -0.2206832
-> class 2\|2 [0.941]
Rule 15/226: (307.8/17.7, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC3 > -1.644617
PC8 > -0.5495703
PC8 <= 0.4562416
PC20 > -0.5436103
PC45 > -0.02925749
PC45 <= 0.3813834
PC57 <= 0.01772677
PC70 > -0.9037994
-> class 2\|2 [0.940]
Rule 15/227: (18.1/0.2, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC56 <= -0.3757456
PC57 <= 0.01772677
PC69 <= 0.4633058
PC77 > -0.2206832
-> class 2\|2 [0.940]
Rule 15/228: (29.5/1.1, lift 10.8)
PC1 <= -0.430681
PC6 <= -0.216751
PC8 > -3.17329
PC8 <= -1.655794
PC35 <= 0.5842086
PC57 > -0.100883
PC90 > 0.3350238
-> class 2\|2 [0.932]
Rule 15/229: (12, lift 10.8)
PC6 <= -0.216751
PC8 <= -0.5495703
PC14 > -3.571462
PC29 <= 0.2805822
PC72 <= -5.218967
-> class 2\|2 [0.929]
Rule 15/230: (11.8, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -1.655794
PC8 <= -0.5495703
PC49 > -0.1087762
PC65 <= -1.416926
-> class 2\|2 [0.928]
Rule 15/231: (30.5/1.4, lift 10.8)
PC1 <= -0.430681
PC8 > 0.4562416
PC8 <= 1.456417
PC20 > 0.3845912
PC57 <= 0.01772677
-> class 2\|2 [0.926]
Rule 15/232: (257.7/21.3, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.231518
PC4 <= 0.06959401
PC8 > -1.655794
PC8 <= -0.5495703
PC10 > -0.2977719
PC14 > -3.571462
PC14 <= 2.780849
PC19 > -3.368043
PC32 <= 1.601086
PC47 > -0.8644236
PC49 <= -0.1087762
-> class 2\|2 [0.914]
Rule 15/233: (70.1/6.2, lift 10.5)
PC1 <= -0.430681
PC8 > 0.4562416
PC8 <= 1.456417
PC19 <= 2.403269
PC23 > 0.5172195
PC57 <= 0.01772677
PC70 > -0.9037994
PC77 <= -0.2206832
-> class 2\|2 [0.901]
Rule 15/234: (50.6/4.4, lift 10.4)
PC2 <= -1.721669
PC8 > -0.5495703
PC8 <= 1.456417
PC19 > -0.8355679
PC28 <= 0.119512
PC57 > 0.01772677
PC94 > -0.6531713
PC95 > -0.2003128
PC98 <= -0.3892757
-> class 2\|2 [0.897]
Rule 15/235: (7.5, lift 10.4)
PC1 <= -0.430681
PC8 > -3.17329
PC8 <= -0.5495703
PC28 > -0.2656237
PC32 > 1.579936
PC32 <= 1.601086
-> class 2\|2 [0.895]
Rule 15/236: (13.6/1.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC57 > 0.01772677
PC66 <= -1.058444
PC83 > -0.8493475
-> class 2\|2 [0.852]
Rule 15/237: (10.9/0.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC12 > 2.086369
PC57 <= 0.01772677
PC70 > -0.9037994
PC77 > -0.2206832
-> class 2\|2 [0.849]
Rule 15/238: (3.8, lift 9.6)
PC1 <= -0.430681
PC8 > 1.456417
PC11 <= -0.694379
PC55 <= -1.105198
-> class 2\|2 [0.827]
Rule 15/239: (12.1/1.5, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= -0.5495703
PC20 > 0.8294119
-> class 2\|2 [0.819]
Rule 15/240: (13.8/2.7, lift 8.9)
PC1 > -0.430681
PC1 <= 9.70516
PC8 > -3.76792
PC16 > -1.946823
PC34 > -0.999545
PC50 > -0.7384829
PC64 > 0.8151643
PC65 > 0.6338694
-> class 2\|2 [0.768]
Rule 15/241: (49.2/11.3, lift 8.8)
PC1 <= -0.430681
PC8 <= -0.5495703
PC14 > 2.780849
PC45 <= 0.4335379
-> class 2\|2 [0.759]
Rule 15/242: (25.1/6.5, lift 8.4)
PC2 <= 2.231518
PC6 <= -0.216751
PC8 > -3.17329
PC8 <= -1.655794
PC29 > 0.2805822
-> class 2\|2 [0.725]
Rule 15/243: (14.5/4.3, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC57 > 0.01772677
PC83 <= -0.8493475
PC92 <= 0.01252989
-> class 2\|2 [0.680]
Rule 15/244: (24.1/10.4, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC47 > 0.463648
PC77 > -0.2206832
-> class 2\|2 [0.562]
Rule 15/245: (54.3, lift 7.7)
PC1 > -0.430681
PC2 <= 2.231518
PC8 <= -3.76792
PC43 <= -0.1728197
-> class 2\|3 [0.982]
Rule 15/246: (48.2, lift 7.7)
PC1 <= -0.430681
PC7 <= 0.02610334
PC8 > -0.5495703
PC19 <= -0.8355679
PC22 > -1.128947
PC28 <= 0.119512
PC57 > 0.01772677
-> class 2\|3 [0.980]
Rule 15/247: (47.1, lift 7.7)
PC2 <= 2.231518
PC8 > -0.5495703
PC8 <= 1.456417
PC57 > 0.01772677
PC83 <= -0.8493475
PC92 > 0.01252989
-> class 2\|3 [0.980]
Rule 15/248: (137/4.3, lift 7.5)
PC1 > -0.430681
PC1 <= 13.84657
PC2 <= 2.231518
PC8 <= -3.76792
PC57 <= -0.08288413
PC61 <= 1.122933
-> class 2\|3 [0.962]
Rule 15/249: (15, lift 7.3)
PC1 > -0.430681
PC1 <= 13.45392
PC2 <= -3.365487
PC8 > -3.76792
PC15 <= -0.9873269
PC16 > -1.946823
PC41 <= 1.147483
-> class 2\|3 [0.940]
Rule 15/250: (60.4/3.2, lift 7.3)
PC1 <= -0.430681
PC2 <= -1.721669
PC5 <= 1.400573
PC8 > -0.5495703
PC8 <= 1.456417
PC19 > -0.8355679
PC22 > -1.128947
PC28 <= 0.119512
PC36 > -0.3345284
PC36 <= 0.1031072
PC50 > -0.9307742
PC57 > 0.01772677
PC61 <= 1.795327
PC83 > -0.8493475
PC94 > -0.6531713
PC95 > -0.2003128
PC98 > -0.3892757
PC98 <= 0.3894151
-> class 2\|3 [0.932]
Rule 15/251: (52.7/3.1, lift 7.2)
PC8 <= -0.5495703
PC14 <= 2.780849
PC31 > 1.471701
PC49 > -0.1087762
PC57 > -0.100883
PC64 > -0.2265663
-> class 2\|3 [0.925]
Rule 15/252: (67.1/4.2, lift 7.2)
PC2 <= 2.231518
PC8 <= -0.5495703
PC15 <= -1.745862
PC32 <= 1.601086
PC34 <= 0.6044881
PC57 <= -0.100883
PC60 > -0.2907742
PC86 > -0.5617738
-> class 2\|3 [0.925]
Rule 15/253: (24.4/1.7, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -0.5495703
PC17 > 0.7541111
PC36 <= 0.6611916
PC57 <= 0.01772677
PC69 <= 0.4633058
-> class 2\|3 [0.900]
Rule 15/254: (286.3/87.2, lift 5.4)
PC2 > -3.365487
PC2 <= 2.231518
PC3 <= 0.6922847
PC16 > 0.8944156
PC65 <= 0.6338694
-> class 2\|3 [0.694]
Rule 15/255: (24/7.4, lift 5.3)
PC1 > -0.430681
PC1 <= 9.70516
PC2 <= 2.231518
PC3 <= -0.3946742
PC8 > -3.76792
PC50 > -0.7384829
PC54 > -1.8161
PC64 <= 0.8151643
PC65 > 0.6338694
-> class 2\|3 [0.679]
Rule 15/256: (343.1/138.1, lift 4.7)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= 1.456417
PC69 > 0.4633058
-> class 2\|3 [0.597]
Rule 15/257: (12174.1/9623.2, lift 1.6)
PC2 <= 2.231518
-> class 2\|3 [0.210]
Rule 15/258: (471.6, lift 13.3)
PC1 > -3.113458
PC2 <= 2.231518
PC8 <= -0.5495703
PC11 <= -4.127287
-> class 2\|4 [0.998]
Rule 15/259: (290.9, lift 13.3)
PC1 <= -0.430681
PC19 <= -5.594461
-> class 2\|4 [0.997]
Rule 15/260: (66.2, lift 13.1)
PC8 <= -3.17329
PC15 <= 0.7261078
PC17 <= 0.9835293
PC43 > -0.138937
PC51 <= 0.004318869
PC60 > 1.210698
PC71 > -0.42316
PC74 > -0.8882745
-> class 2\|4 [0.985]
Rule 15/261: (69.1/0.7, lift 13.0)
PC1 > -0.430681
PC1 <= 13.84657
PC2 <= 2.231518
PC8 <= -3.76792
PC43 > -0.1728197
PC57 > -0.08288413
-> class 2\|4 [0.976]
Rule 15/262: (319.8/14, lift 12.7)
PC8 <= -3.17329
PC15 <= 0.7261078
PC17 <= 0.9835293
PC40 <= 0.5625812
PC43 > -0.138937
PC49 <= 0.1459025
PC51 > 0.004318869
PC55 <= 0.1311725
PC62 > -1.436106
PC71 > -0.42316
PC74 > -0.8882745
PC76 <= 0.5309201
PC81 <= 0.3097948
PC86 > -0.4915097
PC89 <= 0.8626315
PC93 <= 0.446324
-> class 2\|4 [0.954]
Rule 15/263: (49.6/2, lift 12.5)
PC1 <= -0.430681
PC8 <= -3.17329
PC15 <= 0.7261078
PC17 <= 0.9835293
PC43 > -0.138937
PC49 <= 0.1459025
PC51 <= 0.004318869
PC71 > -0.42316
PC74 > -0.8882745
PC81 <= 0.3097948
PC85 > 0.1056753
PC94 > 0.308517
-> class 2\|4 [0.941]
Rule 15/264: (20.5/0.4, lift 12.5)
PC6 > -0.216751
PC8 > -3.17329
PC8 <= -1.655794
PC12 > -0.4824975
PC38 <= -0.2664768
PC57 > -0.100883
-> class 2\|4 [0.940]
Rule 15/265: (178.5/9.8, lift 12.5)
PC1 <= -0.430681
PC8 <= -3.17329
PC14 > -2.730248
PC40 > 0.5625812
PC43 > -0.138937
PC74 > -0.8882745
-> class 2\|4 [0.940]
Rule 15/266: (11/0.4, lift 11.9)
PC1 <= -0.430681
PC8 <= -3.17329
PC43 <= -0.138937
PC100 > 2.898405
-> class 2\|4 [0.896]
Rule 15/267: (45.2/6, lift 11.4)
PC1 <= -0.430681
PC8 > -3.17329
PC8 <= -0.5495703
PC19 <= -3.368043
PC73 > 0.2286727
-> class 2\|4 [0.853]
Rule 15/268: (44.1/7, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 <= -0.5495703
PC17 <= 0.9835293
PC38 <= -0.5888656
PC40 <= 0.5625812
PC43 > -0.138937
PC49 <= 0.1459025
PC55 <= 0.1311725
PC71 > -0.42316
PC76 <= 0.5309201
PC94 <= 0.308517
-> class 2\|4 [0.826]
Rule 15/269: (20.6/3.1, lift 10.9)
PC1 > -0.430681
PC1 <= 13.84657
PC2 <= 2.231518
PC8 <= -3.76792
PC61 > 1.122933
-> class 2\|4 [0.820]
Rule 15/270: (38.3/9.8, lift 9.7)
PC1 > -0.430681
PC1 <= 9.70516
PC2 <= 2.231518
PC65 > 0.6338694
PC80 > 0.1303974
-> class 2\|4 [0.731]
Rule 15/271: (50.7/28.6, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.231518
PC8 > -3.17329
PC8 <= -0.5495703
PC45 > 0.4335379
-> class 2\|4 [0.439]
Default class: 2\|3
----- Trial 16: -----
Rules:
Rule 16/1: (166.3, lift 17.1)
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC26 <= 0.6085084
PC34 > 2.142483
PC45 <= 1.174717
PC54 <= 2.258248
PC91 > -1.025395
PC98 <= 2.093599
PC99 > -0.4938342
-> class 0\|0 [0.994]
Rule 16/2: (121.2, lift 17.0)
PC11 > -0.07613929
PC13 <= 0.8367534
PC18 > 1.10851
PC21 > -0.8702136
PC25 <= 0.3170353
PC31 > -0.2380721
PC35 <= 0.4380947
PC76 <= 0.5845606
PC84 > 0.1731036
PC91 > -1.025395
PC99 > -0.4938342
PC100 > -1.340593
-> class 0\|0 [0.992]
Rule 16/3: (123.8/0.1, lift 17.0)
PC7 > -0.9174458
PC11 > -0.07613929
PC13 <= 0.8367534
PC18 > 2.340441
PC21 > -0.8702136
PC24 <= 3.740935
PC25 <= 0.3170353
PC26 <= 0.6085084
PC31 > -0.2380721
PC35 <= 0.4380947
PC41 > -0.1608191
PC45 <= 1.174717
PC46 <= 0.44506
PC55 > -0.2025151
PC59 <= 0.1354904
PC76 > -0.4379972
PC84 <= 0.1133945
PC99 > -0.409831
-> class 0\|0 [0.991]
Rule 16/4: (117.7/0.5, lift 16.9)
PC11 > -0.07613929
PC13 > -0.8924426
PC13 <= 0.8367534
PC18 > 1.10851
PC21 > -0.8702136
PC25 <= 0.3170353
PC26 <= 0.6085084
PC31 > -0.2380721
PC35 <= 0.4380947
PC41 > -0.1608191
PC45 <= 1.174717
PC59 <= 0.1354904
PC76 <= 0.5845606
PC95 <= 0.8596638
PC99 > -0.4938342
-> class 0\|0 [0.988]
Rule 16/5: (70.6, lift 16.9)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC24 <= -2.800758
PC26 <= 0.6085084
PC76 > -0.4389303
PC91 > -1.025395
PC95 <= 0.8596638
-> class 0\|0 [0.986]
Rule 16/6: (182.8/1.5, lift 16.9)
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC26 <= 0.6085084
PC28 > -0.7168954
PC55 > -0.2025151
PC56 <= -0.2403979
PC91 > -1.025395
PC94 > 0.4882654
PC95 <= 0.8596638
PC98 <= 2.093599
PC99 > -0.4938342
-> class 0\|0 [0.986]
Rule 16/7: (58.2, lift 16.9)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC26 <= 0.6085084
PC85 <= 2.546556
PC91 <= 2.867553
PC99 <= -1.518666
-> class 0\|0 [0.983]
Rule 16/8: (48, lift 16.8)
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC26 <= 0.6085084
PC35 <= 0.4380947
PC54 <= 2.258248
PC76 > -0.4389303
PC91 > 1.535869
PC91 <= 2.867553
-> class 0\|0 [0.980]
Rule 16/9: (298/5.6, lift 16.8)
PC2 > 2.5099
PC10 > -7.487243
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC26 <= 0.6085084
PC32 > -0.638239
PC55 > -0.2025151
PC76 <= -0.4389303
PC91 > -1.025395
PC91 <= 2.867553
PC94 > -0.6911727
PC97 <= 0.9834877
PC99 > -0.4938342
-> class 0\|0 [0.978]
Rule 16/10: (47.5/0.2, lift 16.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.630552
PC13 <= 6.880823
PC18 > -0.3762526
PC26 <= 0.6085084
PC35 <= 0.4380947
PC54 <= 2.258248
PC55 > -0.2025151
PC76 > -0.4389303
PC91 > -1.025395
PC100 > 0.981165
-> class 0\|0 [0.976]
Rule 16/11: (63.4/0.7, lift 16.7)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > 1.10851
PC26 <= 0.6085084
PC52 > -2.345006
PC75 > 0.486291
PC91 > -2.470273
PC91 <= 2.867553
PC100 > -1.340593
-> class 0\|0 [0.974]
Rule 16/12: (29, lift 16.6)
PC12 > -1.630552
PC18 > 1.10851
PC21 <= -0.8702136
PC36 <= 3.90628
PC80 > 0.6913469
PC91 > -2.470273
PC91 <= 2.867553
-> class 0\|0 [0.968]
Rule 16/13: (19.7/0.2, lift 16.2)
PC12 > -1.630552
PC18 > 1.10851
PC21 <= -0.8702136
PC26 <= 0.6085084
PC36 <= 3.90628
PC91 <= -0.1437197
PC99 > -0.4938342
-> class 0\|0 [0.942]
Rule 16/14: (10.3, lift 15.8)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > 1.10851
PC43 <= -2.666549
PC85 <= 2.546556
-> class 0\|0 [0.919]
Rule 16/15: (10.4, lift 15.8)
PC3 <= 1.640775
PC12 > -1.630552
PC12 <= -0.6462302
PC18 > 1.10851
PC52 > -2.345006
PC55 <= -0.2025151
PC75 <= 0.486291
PC91 <= 2.867553
-> class 0\|0 [0.918]
Rule 16/16: (8.6, lift 15.5)
PC13 <= 6.880823
PC18 > 1.10851
PC21 <= -0.8702136
PC26 <= 0.6085084
PC34 <= -0.6912294
-> class 0\|0 [0.906]
Rule 16/17: (77.7/6.7, lift 15.5)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > 1.10851
PC26 <= 0.6085084
PC53 <= -0.7665774
PC75 <= 0.486291
PC91 > -2.470273
PC91 <= 2.867553
PC99 <= -0.4938342
-> class 0\|0 [0.903]
Rule 16/18: (221.9/38, lift 14.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1706467
PC18 > -0.3762526
-> class 0\|0 [0.826]
Rule 16/19: (7.1/0.7, lift 14.0)
PC13 > 6.880823
PC18 > 3.528055
PC31 > 0.1783828
PC36 <= 3.90628
-> class 0\|0 [0.814]
Rule 16/20: (64.9/13.8, lift 13.4)
PC1 > -0.430681
PC8 > -0.3491239
PC16 > -1.946823
PC18 > 0.2241086
PC20 > 0.3622146
PC32 > 0.08666758
PC42 > -0.7482097
-> class 0\|0 [0.779]
Rule 16/21: (38.3/8.1, lift 13.3)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC100 <= -1.340593
-> class 0\|0 [0.774]
Rule 16/22: (151.4/39.1, lift 12.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.3762526
PC36 <= 3.90628
PC47 <= -0.9079783
PC85 <= 2.546556
PC86 <= 3.973708
-> class 0\|0 [0.738]
Rule 16/23: (178.9, lift 12.7)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= -0.8924426
PC18 > 1.10851
PC18 <= 2.340441
PC41 > -0.1608191
PC85 <= 2.546556
PC91 > -2.470273
PC94 <= 0.4882654
PC100 > -1.340593
PC100 <= 0.981165
-> class 0\|1 [0.994]
Rule 16/24: (73.1, lift 12.6)
PC2 > 2.5099
PC13 > 0.8367534
PC13 <= 6.880823
PC18 > -0.3762526
PC34 <= 2.142483
PC52 > -2.345006
PC75 <= 0.486291
PC91 > -1.025395
PC91 <= 1.535869
PC94 <= 0.4882654
PC99 > -0.409831
PC100 <= 0.981165
-> class 0\|1 [0.987]
Rule 16/25: (60.5, lift 12.6)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC91 > 2.867553
-> class 0\|1 [0.984]
Rule 16/26: (53.2, lift 12.6)
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC24 > -2.800758
PC25 > 0.3170353
PC34 <= 2.142483
PC75 <= 0.486291
PC76 > -0.4389303
PC91 > -1.025395
PC91 <= 1.535869
PC94 <= 0.4882654
PC99 > -0.4938342
-> class 0\|1 [0.982]
Rule 16/27: (46.8, lift 12.5)
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > 1.10851
PC24 > -2.800758
PC34 <= 2.142483
PC45 <= 1.174717
PC75 <= 0.486291
PC76 > 0.5845606
PC91 > -1.025395
PC91 <= 1.535869
PC94 <= 0.4882654
PC99 > -0.4938342
PC100 <= 0.981165
-> class 0\|1 [0.980]
Rule 16/28: (45.8, lift 12.5)
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC52 > -2.345006
PC75 <= 0.486291
PC95 > 0.8596638
PC99 > -1.518666
PC100 > -1.340593
-> class 0\|1 [0.979]
Rule 16/29: (44.2, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.630552
PC18 > -0.3762526
PC35 <= 0.4380947
PC52 > -2.345006
PC56 > -0.2403979
PC76 > -0.4389303
PC94 > 0.4882654
PC99 > -0.4938342
PC100 > -1.340593
-> class 0\|1 [0.978]
Rule 16/30: (42.5, lift 12.5)
PC12 > -1.630552
PC18 > -0.3762526
PC24 > -2.800758
PC26 <= 0.6085084
PC28 <= -0.7168954
PC52 > -2.345006
PC76 > -0.4389303
PC94 > 0.4882654
PC99 > -1.518666
-> class 0\|1 [0.977]
Rule 16/31: (61.8/1, lift 12.4)
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC25 <= 0.3170353
PC34 <= 2.142483
PC55 > -0.2025151
PC75 <= 0.486291
PC91 > -1.025395
PC91 <= 1.535869
PC94 <= 0.4882654
PC99 <= -0.409831
-> class 0\|1 [0.969]
Rule 16/32: (69.3/1.3, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= -0.07613929
PC13 <= 6.880823
PC18 > -0.3762526
PC24 > -2.800758
PC34 <= 2.142483
PC55 > -0.2025151
PC75 <= 0.486291
PC76 > -0.4389303
PC76 <= 0.5845606
PC94 <= 0.4882654
PC99 > -0.4938342
PC100 <= 0.981165
-> class 0\|1 [0.967]
Rule 16/33: (45/0.6, lift 12.4)
PC2 > 2.5099
PC13 <= 0.8367534
PC18 > 1.10851
PC24 > -2.800758
PC31 > -0.2380721
PC59 > 0.1354904
PC75 <= 0.486291
PC76 > -0.4389303
PC84 <= 0.1731036
PC91 <= 1.535869
PC94 <= 0.4882654
-> class 0\|1 [0.967]
Rule 16/34: (46.1/0.6, lift 12.4)
PC2 > 2.5099
PC7 <= -0.9174458
PC13 <= -0.8924426
PC24 > -2.800758
PC25 <= 0.3170353
PC76 > -0.4389303
PC84 <= 0.1731036
PC91 <= 1.535869
PC100 <= 0.981165
-> class 0\|1 [0.966]
Rule 16/35: (61.9/1.2, lift 12.4)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC35 > 0.4380947
PC76 > -0.4389303
PC85 <= 2.546556
-> class 0\|1 [0.966]
Rule 16/36: (119/3.4, lift 12.3)
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC21 <= -0.8702136
PC34 > -0.6912294
PC80 <= 0.6913469
PC91 > -0.1437197
-> class 0\|1 [0.963]
Rule 16/37: (150.2/4.6, lift 12.3)
PC2 > 4.178848
PC12 > -0.6462302
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC22 <= 1.061486
PC55 <= -0.2025151
PC95 <= 0.8596638
PC99 > -1.518666
-> class 0\|1 [0.963]
Rule 16/38: (116/5, lift 12.1)
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC26 <= 0.6085084
PC52 > -2.345006
PC53 > -0.7665774
PC75 <= 0.486291
PC91 > -2.470273
PC99 > -1.518666
PC99 <= -0.4938342
PC100 > -1.340593
-> class 0\|1 [0.949]
Rule 16/39: (17.9, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.630552
PC18 > -0.3762526
PC36 <= 3.90628
PC75 <= 0.486291
PC98 > 2.093599
PC99 > -0.4938342
PC100 <= 0.981165
-> class 0\|1 [0.948]
Rule 16/40: (13.8, lift 12.0)
PC13 <= 6.880823
PC18 > 1.10851
PC21 > -0.8702136
PC26 <= 0.6085084
PC55 > -0.2025151
PC75 <= 0.486291
PC76 <= -0.4389303
PC94 <= -0.6911727
PC100 > -1.340593
-> class 0\|1 [0.937]
Rule 16/41: (72.1/3.8, lift 12.0)
PC18 > 1.10851
PC24 > -2.800758
PC36 <= 3.90628
PC45 > 1.174717
PC55 > -0.2025151
PC76 > -0.4389303
PC81 <= 1.27743
PC85 <= 2.546556
PC91 <= 1.535869
PC94 <= 0.4882654
PC99 > -0.4938342
-> class 0\|1 [0.935]
Rule 16/42: (219.3/14.3, lift 11.9)
PC3 <= 1.640775
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC26 > 0.6085084
PC43 > -2.666549
PC81 <= 1.27743
PC100 > -1.340593
-> class 0\|1 [0.931]
Rule 16/43: (48.6/2.6, lift 11.9)
PC2 > 2.5099
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC26 <= 0.6085084
PC75 <= 0.486291
PC81 <= 1.27743
PC91 <= -1.025395
PC99 > -0.4938342
-> class 0\|1 [0.929]
Rule 16/44: (47.3/2.6, lift 11.9)
PC13 > 6.880823
PC18 > 3.528055
PC31 <= 0.1783828
PC37 > -0.2538081
PC97 > -0.952373
-> class 0\|1 [0.928]
Rule 16/45: (23.9/1, lift 11.8)
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC81 <= 1.27743
PC91 <= -2.470273
PC100 > -1.340593
-> class 0\|1 [0.923]
Rule 16/46: (55.1/3.4, lift 11.8)
PC12 > -1.630552
PC13 <= 6.880823
PC18 > 1.10851
PC52 <= -2.345006
PC81 <= 1.27743
PC99 > -1.518666
-> class 0\|1 [0.922]
Rule 16/47: (9.3, lift 11.7)
PC2 > 2.5099
PC18 > -0.3762526
PC21 > -0.8702136
PC76 > -0.4389303
PC76 <= -0.4379972
-> class 0\|1 [0.911]
Rule 16/48: (8.1, lift 11.5)
PC12 > -1.630552
PC18 > 1.10851
PC21 > -0.8702136
PC55 > -0.2025151
PC76 <= -0.4389303
PC85 <= 2.546556
PC97 > 0.9834877
PC100 > -1.340593
-> class 0\|1 [0.901]
Rule 16/49: (51.1/5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.4717803
PC18 <= -0.3762526
PC41 > 0.3743201
-> class 0\|1 [0.886]
Rule 16/50: (147.3/16.6, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.3762526
PC31 <= -0.2380721
PC34 <= 2.142483
PC55 > -0.2025151
PC76 > -0.4389303
PC76 <= 0.5845606
PC91 > -1.025395
-> class 0\|1 [0.882]
Rule 16/51: (6.4, lift 11.3)
PC13 > 6.880823
PC18 <= 3.528055
PC36 <= 3.90628
PC42 <= -1.405426
PC65 > -0.4372573
-> class 0\|1 [0.881]
Rule 16/52: (4.9, lift 10.9)
PC10 <= -7.487243
PC18 > 1.10851
PC76 <= -0.4389303
PC100 > -1.340593
-> class 0\|1 [0.855]
Rule 16/53: (7.9/0.5, lift 10.9)
PC12 > -1.630552
PC18 > 1.10851
PC24 > 3.740935
PC36 <= 3.90628
PC81 <= 1.27743
PC99 > -0.4938342
-> class 0\|1 [0.850]
Rule 16/54: (24.1/3.6, lift 10.5)
PC13 <= -0.8924426
PC18 > 1.10851
PC21 > -0.8702136
PC24 > -2.800758
PC76 > -0.4389303
PC84 > 0.1133945
PC84 <= 0.1731036
-> class 0\|1 [0.824]
Rule 16/55: (4/0.1, lift 10.4)
PC4 > 7.788401
PC9 > 0.753671
PC78 <= 2.770494
-> class 0\|1 [0.812]
Rule 16/56: (3.1, lift 10.3)
PC7 <= -0.7106125
PC10 <= -7.288561
-> class 0\|1 [0.802]
Rule 16/57: (50.6/10.7, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC18 <= -0.3762526
PC22 <= 2.238775
PC37 > 0.2354935
PC41 <= 0.3743201
-> class 0\|1 [0.777]
Rule 16/58: (17.3/4.4, lift 9.2)
PC4 <= 7.788401
PC10 <= -2.761826
PC18 <= -0.3762526
PC20 > -3.77979
PC61 <= -0.5778008
PC70 <= 2.940266
-> class 0\|1 [0.718]
Rule 16/59: (22.8/6, lift 9.2)
PC3 <= 1.640775
PC7 > -0.7106125
PC8 > 0.08425769
PC18 <= -0.3762526
PC20 <= -0.9807028
PC37 > -2.080009
-> class 0\|1 [0.715]
Rule 16/60: (48/16.3, lift 8.4)
PC3 <= 1.640775
PC7 > -0.7106125
PC18 <= -0.3762526
PC28 > -0.655756
PC41 <= 0.3743201
PC78 > 2.770494
-> class 0\|1 [0.654]
Rule 16/61: (812.1/428.1, lift 6.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.3762526
PC18 <= 1.10851
PC36 <= 3.90628
PC85 <= 2.546556
PC86 <= 3.973708
-> class 0\|1 [0.473]
Rule 16/62: (89.8, lift 8.9)
PC4 <= -6.964373
PC18 <= -0.3762526
PC35 > 0.501202
-> class 0\|2 [0.989]
Rule 16/63: (92.1, lift 8.9)
PC4 > 7.788401
PC18 <= -0.3762526
PC32 <= -1.093292
-> class 0\|2 [0.989]
Rule 16/64: (182.6/1.3, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC10 > -7.288561
PC18 <= -0.3762526
PC22 <= 2.238775
PC37 <= 0.2354935
PC38 <= 1.197151
PC83 > -0.9768923
-> class 0\|2 [0.987]
Rule 16/65: (113.9/0.8, lift 8.9)
PC2 > 2.5099
PC7 > -0.7106125
PC8 > 0.08425769
PC12 > -0.4560403
PC18 <= -0.3762526
PC31 <= 0.04114714
PC36 <= 1.194507
PC39 <= 2.051384
PC100 <= 0.3587283
-> class 0\|2 [0.984]
Rule 16/66: (108.6/0.8, lift 8.9)
PC2 > 2.5099
PC7 > -0.7106125
PC8 > 0.08425769
PC18 <= -0.3762526
PC31 <= 0.04114714
PC66 > -0.2483375
PC70 <= 0.6118842
PC100 <= 0.3587283
-> class 0\|2 [0.983]
Rule 16/67: (55.7, lift 8.9)
PC2 > 2.5099
PC13 > 1.698335
PC13 <= 6.880823
PC18 > -0.3762526
PC18 <= 1.10851
PC66 <= 1.2072
PC86 <= 3.973708
-> class 0\|2 [0.983]
Rule 16/68: (80.3/0.7, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC18 <= 1.10851
PC36 <= 3.90628
PC42 <= 1.157433
PC47 > 0.6989955
PC75 <= 0.1577858
PC77 <= -0.1691752
PC79 <= 0.8123216
-> class 0\|2 [0.980]
Rule 16/69: (122.4/1.6, lift 8.8)
PC4 <= -6.964373
PC18 <= -0.3762526
PC62 > -0.05441228
PC82 > -0.5349681
PC87 > 0.08762103
-> class 0\|2 [0.979]
Rule 16/70: (95.1/1, lift 8.8)
PC3 <= 1.640775
PC7 > -0.7106125
PC8 <= 0.08425769
PC18 <= -0.3762526
PC31 > -0.3168944
PC36 <= 1.096766
PC54 <= 2.435971
PC63 > 0.7994336
PC67 <= 0.01306804
PC70 <= 2.940266
PC72 <= -0.04927531
PC78 <= 2.770494
PC85 > -1.297237
PC85 <= 1.50973
-> class 0\|2 [0.979]
Rule 16/71: (41.8, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3762526
PC18 <= 1.10851
PC36 <= 3.90628
PC47 > -0.9079783
PC74 <= 2.596298
PC86 <= 3.973708
PC90 <= -1.97385
-> class 0\|2 [0.977]
Rule 16/72: (78.3/0.9, lift 8.8)
PC4 > 7.788401
PC9 <= 0.753671
PC18 > -1.196003
PC18 <= -0.3762526
PC36 <= 4.010562
PC78 <= 2.770494
-> class 0\|2 [0.976]
Rule 16/73: (38.2, lift 8.8)
PC2 > 2.5099
PC7 > -0.7106125
PC37 > -2.080009
PC50 <= 1.028884
PC61 > -0.5778008
PC83 <= -2.479896
PC85 <= 1.50973
-> class 0\|2 [0.975]
Rule 16/74: (54.1/0.4, lift 8.8)
PC2 > 2.5099
PC6 <= 0.1706467
PC13 <= 1.698335
PC18 > -0.3762526
PC18 <= 1.10851
PC36 <= 3.90628
PC42 <= 1.157433
PC59 <= -1.442928
PC74 <= 2.596298
PC86 <= 3.973708
-> class 0\|2 [0.975]
Rule 16/75: (123.8/2.2, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC18 > -0.3762526
PC18 <= 1.10851
PC42 > 1.157433
PC98 > -0.5299951
-> class 0\|2 [0.975]
Rule 16/76: (41/0.5, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.3762526
PC36 <= 3.90628
PC85 > 2.546556
PC86 <= 3.973708
-> class 0\|2 [0.966]
Rule 16/77: (145.5/4.1, lift 8.7)
PC13 > 6.880823
PC18 > -0.3762526
PC18 <= 3.528055
PC36 <= 3.90628
PC65 <= -0.4372573
PC98 <= 3.030895
-> class 0\|2 [0.965]
Rule 16/78: (24.9, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6056147
PC7 > -0.7106125
PC18 <= -0.3762526
-> class 0\|2 [0.963]
Rule 16/79: (139.8/4.4, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC7 > -0.7106125
PC10 > -2.761826
PC18 <= -0.3762526
PC20 > -3.77979
PC43 > -1.330561
PC54 <= 2.435971
PC61 <= -0.5778008
PC78 <= 2.770494
PC85 <= 1.50973
PC94 > -0.7202388
-> class 0\|2 [0.962]
Rule 16/80: (80.9/2.2, lift 8.7)
PC13 > 6.880823
PC15 > 0.9637749
PC18 > -0.3762526
PC18 <= 3.528055
PC42 > -1.405426
-> class 0\|2 [0.962]
Rule 16/81: (80.5/2.7, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC8 <= 0.08425769
PC18 <= -0.3762526
PC31 <= -0.3168944
PC37 > -2.080009
PC50 <= 1.028884
PC54 <= 2.435971
PC61 > -0.5778008
PC85 <= 1.50973
-> class 0\|2 [0.955]
Rule 16/82: (20.4, lift 8.6)
PC4 <= -6.964373
PC8 <= 0.08425769
PC31 <= -0.1775681
PC54 <= 2.435971
PC87 <= 0.08762103
-> class 0\|2 [0.955]
Rule 16/83: (36/0.7, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.880823
PC18 > -0.3762526
PC18 <= 1.10851
PC36 <= 3.90628
PC42 <= 1.157433
PC78 <= -1.118011
PC86 <= 3.973708
-> class 0\|2 [0.955]
Rule 16/84: (17.9, lift 8.6)
PC4 <= -6.964373
PC8 <= 0.08425769
PC18 <= -0.3762526
PC50 <= 1.028884
PC87 <= 0.08762103
PC91 > 0.3833537
-> class 0\|2 [0.950]
Rule 16/85: (17.6, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7106125
PC17 > 0.63545
PC18 <= -1.91947
PC42 <= 2.669701
PC78 <= 2.770494
PC85 > -1.297237
-> class 0\|2 [0.949]
Rule 16/86: (14.6, lift 8.5)
PC2 > 2.5099
PC8 <= 0.08425769
PC42 <= 2.669701
PC50 <= 1.028884
PC54 <= 2.435971
PC61 > -0.5778008
PC70 <= 2.940266
PC76 <= -3.5505
PC85 > -1.297237
PC85 <= 1.50973
-> class 0\|2 [0.940]
Rule 16/87: (13.4, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.6015779
PC18 <= -0.3762526
PC37 > -2.080009
PC72 > -0.04927531
-> class 0\|2 [0.935]
Rule 16/88: (12.4, lift 8.4)
PC8 > 0.05641038
PC13 > 6.880823
PC18 <= 3.528055
PC42 > -1.405426
-> class 0\|2 [0.930]
Rule 16/89: (159.4/11.4, lift 8.3)
PC4 > 7.788401
PC7 > -0.7106125
PC9 <= 0.753671
PC18 <= -0.3762526
PC42 > -0.5014797
PC78 <= 2.770494
-> class 0\|2 [0.923]
Rule 16/90: (20.3/0.8, lift 8.3)
PC3 <= 1.640775
PC18 <= -1.91947
PC32 <= -1.556698
PC41 <= 0.3743201
PC42 <= 2.669701
PC50 <= 1.028884
PC54 <= 2.435971
PC85 > -1.297237
-> class 0\|2 [0.918]
Rule 16/91: (59.2/5, lift 8.1)
PC7 > -0.7106125
PC18 <= -0.3762526
PC28 > 2.685006
PC45 <= 2.123479
PC54 <= 2.435971
PC72 <= -0.04927531
-> class 0\|2 [0.901]
Rule 16/92: (321.6/33.2, lift 8.1)
PC2 > 2.990274
PC3 <= 1.640775
PC4 <= 7.788401
PC5 > -0.5530319
PC8 <= 0.08425769
PC15 > -1.166361
PC17 <= -0.3455618
PC18 > -1.91947
PC18 <= -0.3762526
PC31 > -0.3168944
PC41 <= 0.3743201
PC43 <= 1.773609
PC50 <= 1.028884
PC52 > -1.974333
PC57 <= 1.541705
PC61 > -0.5778008
PC78 <= 2.770494
PC83 > -1.187639
PC85 <= 0.6404615
PC87 > -0.5498476
PC93 <= 0.8973813
-> class 0\|2 [0.894]
Rule 16/93: (61.9/6, lift 8.0)
PC1 > -0.4609644
PC2 > 2.5099
PC3 <= 1.640775
PC36 <= 1.096766
PC42 <= 0.116998
PC45 <= 2.123479
PC54 <= 2.435971
PC70 <= 2.940266
PC72 <= -0.04927531
-> class 0\|2 [0.891]
Rule 16/94: (11.2/0.5, lift 8.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC5 <= -0.2715537
PC8 <= 0.08425769
PC41 <= 0.3743201
PC42 <= 0.116998
PC72 <= -0.04927531
-> class 0\|2 [0.887]
Rule 16/95: (49.4/5, lift 8.0)
PC2 > 2.5099
PC4 <= 7.788401
PC7 > -0.7106125
PC15 > 0.3435947
PC18 <= -0.3762526
PC37 <= -2.080009
PC78 <= 2.770494
-> class 0\|2 [0.883]
Rule 16/96: (22.8/2, lift 7.9)
PC13 > 6.880823
PC18 > 3.528055
PC31 <= 0.1783828
PC97 <= -0.952373
-> class 0\|2 [0.877]
Rule 16/97: (18.2/1.7, lift 7.8)
PC7 > -0.7106125
PC18 <= -1.91947
PC50 <= 1.028884
PC61 > -0.5778008
PC70 <= 2.940266
PC85 <= -1.297237
PC86 <= 1.867041
-> class 0\|2 [0.869]
Rule 16/98: (38/4.2, lift 7.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3762526
PC18 <= 1.10851
PC36 <= 3.90628
PC42 <= 1.157433
PC47 <= 0.6989955
PC49 <= -0.8714061
-> class 0\|2 [0.869]
Rule 16/99: (59.7/7.3, lift 7.8)
PC18 <= -1.91947
PC36 > 1.096766
PC37 > -2.080009
PC42 <= 2.669701
PC45 <= 2.123479
PC54 <= 2.435971
PC70 <= 2.940266
PC85 <= 1.50973
-> class 0\|2 [0.865]
Rule 16/100: (56.3/8.7, lift 7.5)
PC2 > 2.5099
PC12 <= -1.630552
PC18 > -0.3762526
PC36 <= 3.90628
PC86 <= 3.973708
-> class 0\|2 [0.834]
Rule 16/101: (22.2/4.1, lift 7.1)
PC7 > -0.7106125
PC18 <= -1.91947
PC30 > 1.191144
PC42 <= 2.669701
PC50 <= 1.028884
PC54 <= 2.435971
PC72 <= -0.04927531
PC85 <= 1.50973
-> class 0\|2 [0.787]
Rule 16/102: (45.7/9.4, lift 7.1)
PC4 > -6.964373
PC4 <= 7.788401
PC8 <= 0.08425769
PC18 <= -1.91947
PC36 <= 1.096766
PC42 <= 2.669701
PC70 <= 2.940266
PC71 > 0.4604156
PC78 <= 2.770494
PC85 > -1.297237
PC85 <= 1.50973
-> class 0\|2 [0.782]
Rule 16/103: (82.3/17.6, lift 7.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC5 > -0.6056147
PC18 <= -0.3762526
PC36 <= 1.096766
PC41 <= 0.3743201
PC42 <= 0.116998
PC50 <= 1.028884
PC63 <= 0.7994336
PC70 <= 2.940266
PC72 <= -0.04927531
PC85 <= 1.50973
PC94 > 0.4799488
-> class 0\|2 [0.779]
Rule 16/104: (38.7/8.8, lift 6.9)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > 1.10851
PC81 > 1.27743
-> class 0\|2 [0.759]
Rule 16/105: (50.1/16.7, lift 6.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > 0.4717803
PC18 <= -0.3762526
PC41 > 0.3743201
-> class 0\|2 [0.661]
Rule 16/106: (86.3, lift 12.5)
PC8 <= 0.05641038
PC13 > 6.880823
PC15 <= 0.9637749
PC18 <= 3.528055
PC65 > -0.4372573
-> class 0\|3 [0.989]
Rule 16/107: (17.7, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7106125
PC18 <= -0.3762526
PC22 > 2.238775
PC41 <= 0.3743201
-> class 0\|3 [0.949]
Rule 16/108: (13.3, lift 11.8)
PC2 > 2.5099
PC13 > 1.698335
PC13 <= 6.880823
PC18 > -0.3762526
PC18 <= 1.10851
PC66 > 1.2072
-> class 0\|3 [0.935]
Rule 16/109: (27.9/1.4, lift 11.6)
PC7 > -0.7106125
PC18 <= -0.3762526
PC28 <= -0.655756
PC78 > 2.770494
-> class 0\|3 [0.921]
Rule 16/110: (5.6, lift 11.0)
PC13 > 6.880823
PC65 <= -0.4372573
PC98 > 3.030895
-> class 0\|3 [0.868]
Rule 16/111: (13.5/2.2, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3762526
PC18 <= 1.10851
PC74 > 2.596298
PC86 <= 3.973708
-> class 0\|3 [0.793]
Rule 16/112: (38.1/7.4, lift 10.0)
PC2 <= 2.990274
PC3 <= 1.640775
PC5 > -0.6056147
PC8 <= 0.08425769
PC17 <= -0.3455618
PC18 <= -0.3762526
PC37 > -2.080009
PC78 <= 2.770494
-> class 0\|3 [0.790]
Rule 16/113: (61.7/13, lift 9.9)
PC36 > 3.90628
-> class 0\|3 [0.780]
Rule 16/114: (27.1/6.5, lift 9.4)
PC2 > 2.5099
PC7 <= -0.7106125
PC18 <= -0.3762526
PC37 <= 0.2354935
PC41 <= 0.3743201
PC83 <= -0.9768923
-> class 0\|3 [0.741]
Rule 16/115: (6.3/1.2, lift 9.2)
PC7 <= -0.7106125
PC18 <= -0.3762526
PC38 > 1.197151
PC41 <= 0.3743201
-> class 0\|3 [0.732]
Rule 16/116: (41.9/12.9, lift 8.6)
PC4 > 7.788401
PC7 > -0.7106125
PC9 <= 0.753671
PC18 <= -1.196003
PC32 > -1.093292
PC42 <= -0.5014797
-> class 0\|3 [0.684]
Rule 16/117: (29.4/9.9, lift 8.3)
PC2 > 2.5099
PC13 <= 6.880823
PC18 > -0.3762526
PC86 > 3.973708
-> class 0\|3 [0.654]
Rule 16/118: (2421.6/1126.9, lift 6.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC7 > -0.7106125
PC18 <= -0.3762526
PC41 <= 0.3743201
PC78 <= 2.770494
-> class 0\|3 [0.535]
Rule 16/119: (211.9/0.8, lift 21.5)
PC3 > 1.640775
PC8 <= 1.683145
PC14 > 0.02203736
PC50 > 0.2245714
PC65 > -0.05166954
PC77 <= 0.7041603
PC95 <= 0.3925698
-> class 1\|0 [0.992]
Rule 16/120: (49.7/0.6, lift 21.0)
PC2 > 2.5099
PC3 > 1.640775
PC9 > -0.4587978
PC14 > 0.02203736
PC15 > 0.1377357
PC52 > -0.008377787
PC77 <= 0.7041603
PC95 <= 0.3925698
-> class 1\|0 [0.969]
Rule 16/121: (128.2/3.2, lift 20.9)
PC2 > 2.5099
PC3 > 1.640775
PC7 <= 10.60844
PC8 > -3.620445
PC11 > 0.04922798
PC15 > 1.034963
PC18 <= 0.7419922
PC65 > -0.1405657
PC77 <= 0.7041603
PC95 <= 0.3925698
-> class 1\|0 [0.968]
Rule 16/122: (25.9, lift 20.9)
PC2 <= 2.5099
PC16 <= -1.946823
PC40 <= -1.353911
PC44 > -1.972712
PC45 > -0.4725728
-> class 1\|0 [0.964]
Rule 16/123: (34.2/0.6, lift 20.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC18 <= 0.2241086
PC30 <= -0.5890417
PC44 > 0.8340954
-> class 1\|0 [0.956]
Rule 16/124: (445.2/23.5, lift 20.5)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 6.910836
PC7 > -6.196295
PC10 <= 0.9532421
PC16 <= -1.946823
PC59 <= 0.2455534
PC63 <= 1.430998
PC91 > -0.5109994
PC93 <= 0.5757037
-> class 1\|0 [0.945]
Rule 16/125: (15.4/0.5, lift 19.8)
PC3 > 1.640775
PC15 > 0.1377357
PC24 > 3.029221
PC95 <= 0.3925698
-> class 1\|0 [0.916]
Rule 16/126: (126.6/10.6, lift 19.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC5 <= -1.132808
PC10 <= -0.1899262
PC18 <= 0.2241086
-> class 1\|0 [0.910]
Rule 16/127: (199.6/20.8, lift 19.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC8 <= 1.683145
PC14 > 0.02203736
PC16 <= -0.8953013
PC52 <= -0.008377787
PC65 > -0.1405657
PC77 <= 0.7041603
PC95 <= 0.3925698
-> class 1\|0 [0.892]
Rule 16/128: (304.7/35.6, lift 19.1)
PC1 > -0.430681
PC12 > 2.986485
PC21 > -0.805714
PC44 <= 0.8340954
-> class 1\|0 [0.881]
Rule 16/129: (60.4/8.2, lift 18.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.013031
PC11 <= -0.8052899
PC18 <= 0.2241086
-> class 1\|0 [0.852]
Rule 16/130: (19.3/2.2, lift 18.4)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC10 <= -0.1899262
PC18 <= 0.2241086
PC44 <= 0.8340954
PC48 > 0.6974304
-> class 1\|0 [0.851]
Rule 16/131: (31.3/7.9, lift 15.8)
PC1 > -0.430681
PC3 > -0.1620239
PC12 <= 2.986485
PC14 <= -1.847522
-> class 1\|0 [0.732]
Rule 16/132: (138.6, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC95 > 0.3925698
-> class 1\|1 [0.993]
Rule 16/133: (123.9, lift 16.4)
PC1 > -0.430681
PC1 <= 8.817184
PC3 > -0.1620239
PC8 > -3.073829
PC10 > -0.1899262
PC16 > -1.946823
PC16 <= 0.8601646
PC18 <= 0.2241086
PC21 > -0.2886538
PC44 <= 0.8340954
PC46 > -1.267926
PC56 > -0.577548
PC94 > -0.8288963
PC99 > -0.8339651
-> class 1\|1 [0.992]
Rule 16/134: (123.8, lift 16.4)
PC7 > 10.60844
PC15 > 1.034963
-> class 1\|1 [0.992]
Rule 16/135: (98.1, lift 16.4)
PC1 > -0.430681
PC5 <= 12.1829
PC10 <= 0.9532421
PC16 <= -1.946823
PC91 <= -0.5109994
-> class 1\|1 [0.990]
Rule 16/136: (95.9, lift 16.4)
PC1 > -0.430681
PC9 > 0.4818569
PC10 > 0.9532421
PC16 <= -1.946823
PC34 > -0.8051466
PC44 > -1.972712
-> class 1\|1 [0.990]
Rule 16/137: (81.9, lift 16.4)
PC2 > 2.5099
PC8 > 1.683145
PC16 <= -0.8953013
PC24 <= 3.029221
-> class 1\|1 [0.988]
Rule 16/138: (102.9/0.7, lift 16.3)
PC1 > -0.430681
PC12 > 2.986485
PC21 <= -0.805714
-> class 1\|1 [0.984]
Rule 16/139: (63.7/0.3, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8953013
PC49 > 0.1963117
-> class 1\|1 [0.981]
Rule 16/140: (45.1, lift 16.2)
PC5 > 12.1829
PC16 <= -1.946823
PC44 > -1.972712
PC95 > -0.08505444
-> class 1\|1 [0.979]
Rule 16/141: (57.6/0.3, lift 16.2)
PC1 > 7.238853
PC6 <= -1.013031
PC8 > -3.073829
PC11 > -0.8052899
PC44 <= 0.8340954
-> class 1\|1 [0.979]
Rule 16/142: (41.9, lift 16.2)
PC3 > 1.640775
PC8 <= 1.683145
PC14 <= 0.02203736
PC16 <= -0.8953013
-> class 1\|1 [0.977]
Rule 16/143: (60/0.4, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8953013
PC20 <= -0.2320444
PC51 <= 0.5926122
-> class 1\|1 [0.977]
Rule 16/144: (98.9/1.8, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC65 <= -0.1405657
-> class 1\|1 [0.973]
Rule 16/145: (34, lift 16.1)
PC1 <= 7.238853
PC3 <= -0.1620239
PC5 <= -4.547904
PC12 <= 2.986485
-> class 1\|1 [0.972]
Rule 16/146: (34.3, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC49 <= 0.1963117
PC51 > 0.5926122
-> class 1\|1 [0.972]
Rule 16/147: (34.9/0.3, lift 16.0)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.911768
PC10 <= 0.9532421
PC44 > -1.972712
PC63 <= 1.430998
PC93 > 0.5757037
-> class 1\|1 [0.965]
Rule 16/148: (24.7, lift 15.9)
PC2 > 2.5099
PC2 <= 3.098823
PC3 > 1.640775
PC15 > 0.1377357
PC49 <= 0.1963117
PC51 <= 0.5926122
-> class 1\|1 [0.963]
Rule 16/149: (22.4, lift 15.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC6 <= 0.4009089
PC10 > -0.1899262
PC16 > -1.946823
PC16 <= 0.8601646
-> class 1\|1 [0.959]
Rule 16/150: (18.3, lift 15.7)
PC1 > -0.3366674
PC2 <= 2.5099
PC9 > -0.911768
PC10 <= 0.9532421
PC16 <= -1.946823
PC45 <= -0.4725728
-> class 1\|1 [0.951]
Rule 16/151: (77.4/3.1, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC9 <= -0.4587978
PC15 <= 1.034963
PC16 <= -0.8953013
PC52 > -0.008377787
-> class 1\|1 [0.949]
Rule 16/152: (53.5/2.2, lift 15.6)
PC1 > -0.3366674
PC2 <= 2.5099
PC5 <= 12.1829
PC10 <= 0.9532421
PC16 <= -1.946823
PC40 > -1.353911
PC59 > 0.2455534
PC78 > -0.122812
-> class 1\|1 [0.942]
Rule 16/153: (66.1/3.3, lift 15.5)
PC5 <= 12.1829
PC6 > 6.910836
PC9 > -0.911768
PC10 <= 0.9532421
PC44 > -1.972712
PC59 <= 0.2455534
-> class 1\|1 [0.937]
Rule 16/154: (11.5, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC93 <= -0.9696231
-> class 1\|1 [0.926]
Rule 16/155: (9.9, lift 15.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC77 > 0.7041603
-> class 1\|1 [0.916]
Rule 16/156: (20.9/1, lift 15.1)
PC2 > 2.5099
PC11 > 1.423378
PC15 > 0.1377357
-> class 1\|1 [0.913]
Rule 16/157: (9, lift 15.0)
PC3 > 1.640775
PC18 > 0.7419922
PC50 <= 0.2245714
-> class 1\|1 [0.909]
Rule 16/158: (8.1, lift 14.9)
PC2 <= 2.5099
PC5 <= 12.1829
PC7 <= -6.196295
PC9 > -0.911768
PC10 <= 0.9532421
PC16 <= -1.946823
PC44 > -1.972712
-> class 1\|1 [0.901]
Rule 16/159: (7.8, lift 14.9)
PC2 <= 2.5099
PC16 <= -1.946823
PC44 > -1.972712
PC63 > 1.430998
-> class 1\|1 [0.898]
Rule 16/160: (5.9, lift 14.5)
PC1 > 7.238853
PC3 <= -0.1620239
PC6 > -1.013031
PC12 > 0.8916963
PC12 <= 2.986485
PC16 > -1.946823
-> class 1\|1 [0.874]
Rule 16/161: (5.3, lift 14.3)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.05561064
PC82 > 0.4797282
-> class 1\|1 [0.862]
Rule 16/162: (12.4/1.4, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC16 <= 0.3161492
-> class 1\|1 [0.836]
Rule 16/163: (55.3/9.4, lift 13.6)
PC1 > -0.430681
PC2 <= 2.5099
PC18 > 0.2241086
PC42 <= -0.7482097
-> class 1\|1 [0.819]
Rule 16/164: (118.5, lift 15.2)
PC1 > 7.238853
PC3 <= -0.1620239
PC6 > -1.013031
PC8 > -3.073829
PC12 <= 0.8916963
-> class 1\|2 [0.992]
Rule 16/165: (121.5, lift 15.2)
PC1 > 8.817184
PC3 > -0.1620239
PC10 > -0.1899262
PC14 > -1.847522
PC16 > -1.946823
PC18 <= 0.2241086
PC44 <= 0.8340954
-> class 1\|2 [0.992]
Rule 16/166: (127.4, lift 15.2)
PC3 > -0.1620239
PC10 > -0.1899262
PC12 <= 2.986485
PC14 <= 0.6629388
PC15 <= 3.715192
PC16 > 0.8601646
PC18 <= 0.2241086
PC38 <= 0.3120457
PC55 > 0.6129638
-> class 1\|2 [0.992]
Rule 16/167: (78.3, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC12 <= 2.250109
PC15 <= 3.715192
PC16 > -1.946823
PC28 <= -0.2225761
PC44 <= 0.8340954
PC47 > 1.154117
-> class 1\|2 [0.988]
Rule 16/168: (222.7/2, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC14 > -1.847522
PC14 <= 0.6629388
PC16 > -1.946823
PC16 <= 0.8601646
PC21 <= -0.2886538
PC29 > -0.143413
PC44 <= 0.8340954
-> class 1\|2 [0.987]
Rule 16/169: (65.1, lift 15.1)
PC2 <= 2.5099
PC3 > -0.1620239
PC10 > -0.1899262
PC14 <= 0.6629388
PC16 > -1.946823
PC18 <= 0.2241086
PC46 <= -1.267926
PC56 > -0.577548
PC99 > -0.8339651
-> class 1\|2 [0.985]
Rule 16/170: (55.5, lift 15.0)
PC1 > -0.430681
PC8 <= -3.073829
PC19 <= -1.342918
PC63 <= 0.4744646
PC78 <= -0.1420228
-> class 1\|2 [0.983]
Rule 16/171: (180.5/2.2, lift 15.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC10 > -0.1899262
PC14 > -1.847522
PC14 <= 0.6629388
PC16 > 0.8601646
PC22 > -2.652125
PC68 > -0.0306272
PC94 > -0.8288963
-> class 1\|2 [0.982]
Rule 16/172: (50.3, lift 15.0)
PC3 > -0.1620239
PC5 > -1.132808
PC16 > -1.946823
PC37 > 1.908487
-> class 1\|2 [0.981]
Rule 16/173: (50.5, lift 15.0)
PC1 > -0.430681
PC3 > -0.1620239
PC10 > -0.1899262
PC14 <= 0.6629388
PC16 > -1.946823
PC16 <= 0.8601646
PC18 <= 0.2241086
PC99 <= -0.8339651
-> class 1\|2 [0.981]
Rule 16/174: (40.7, lift 14.9)
PC1 > -0.430681
PC3 > -0.1620239
PC10 > -0.1899262
PC14 > 0.6629388
PC18 <= 0.2241086
PC44 <= 0.8340954
PC77 <= -0.2404513
-> class 1\|2 [0.977]
Rule 16/175: (37.3, lift 14.9)
PC1 > -0.430681
PC26 <= -5.313804
PC83 > -0.6904467
-> class 1\|2 [0.975]
Rule 16/176: (28.8, lift 14.8)
PC1 > -0.430681
PC3 > -0.1620239
PC19 <= -1.766458
PC44 <= 0.8340954
PC61 > 0.7707137
-> class 1\|2 [0.968]
Rule 16/177: (28, lift 14.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC8 > -3.073829
PC10 <= -0.1899262
PC18 <= 0.2241086
PC65 <= -0.115013
-> class 1\|2 [0.967]
Rule 16/178: (171.2/5.9, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC16 > 0.3161492
PC32 <= 0.09933759
PC39 > -0.3098076
-> class 1\|2 [0.960]
Rule 16/179: (198.9/8.1, lift 14.6)
PC2 <= 2.5099
PC3 > -0.1620239
PC10 > -0.1899262
PC12 <= 2.250109
PC14 <= 0.6629388
PC15 <= 3.715192
PC16 > 0.8601646
PC18 <= 0.2241086
PC23 <= 2.762352
PC28 > -0.2225761
PC38 <= 0.3120457
PC65 <= 0.4924395
PC66 <= 0.4681149
-> class 1\|2 [0.955]
Rule 16/180: (16.7, lift 14.5)
PC3 > 9.582849
PC15 <= 0.1377357
PC39 <= -0.3098076
-> class 1\|2 [0.947]
Rule 16/181: (130.2/8.1, lift 14.3)
PC2 > 3.098823
PC3 > 1.640775
PC11 <= 1.423378
PC15 > 0.1377357
PC16 > -0.8953013
PC20 > -0.2320444
PC49 <= 0.1963117
PC51 <= 0.5926122
PC93 > -0.9696231
-> class 1\|2 [0.932]
Rule 16/182: (11.1, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= 0.4818569
PC10 > 0.9532421
PC16 <= -1.946823
-> class 1\|2 [0.924]
Rule 16/183: (10.2, lift 14.1)
PC2 <= 2.5099
PC16 <= -1.946823
PC44 <= -1.972712
-> class 1\|2 [0.918]
Rule 16/184: (9.3, lift 14.0)
PC5 > 12.1829
PC16 <= -1.946823
PC95 <= -0.08505444
-> class 1\|2 [0.912]
Rule 16/185: (7.5, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC39 <= -0.3098076
PC94 <= -0.6993607
-> class 1\|2 [0.893]
Rule 16/186: (38.3/10.7, lift 10.9)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= -0.911768
PC16 <= -1.946823
-> class 1\|2 [0.711]
Rule 16/187: (63.4/19.8, lift 10.4)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > -1.946823
PC18 <= 0.2241086
PC30 > -0.5890417
PC44 > 0.8340954
PC53 > -0.7614991
-> class 1\|2 [0.683]
Rule 16/188: (76.3, lift 18.8)
PC1 > -0.430681
PC15 > 3.715192
PC16 > 0.8601646
PC68 <= -0.0306272
-> class 1\|3 [0.987]
Rule 16/189: (54, lift 18.7)
PC1 > -0.430681
PC2 <= 2.5099
PC14 <= 0.6629388
PC16 > 0.8601646
PC18 <= 0.2241086
PC44 <= 0.8340954
PC55 <= 0.6129638
PC65 > 0.4924395
PC68 <= -0.0306272
-> class 1\|3 [0.982]
Rule 16/190: (55.3/0.4, lift 18.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC14 > -1.847522
PC14 <= 0.6629388
PC16 > 0.8601646
PC38 > 0.3120457
-> class 1\|3 [0.975]
Rule 16/191: (156/3.2, lift 18.5)
PC1 > -0.430681
PC3 > -0.1620239
PC10 > -0.1899262
PC14 > 0.6629388
PC19 <= -1.766458
PC61 <= 0.7707137
PC77 > -0.2404513
-> class 1\|3 [0.974]
Rule 16/192: (33.3, lift 18.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC16 > -1.946823
PC94 <= -0.8288963
-> class 1\|3 [0.972]
Rule 16/193: (26.3, lift 18.3)
PC1 > -0.430681
PC8 > -3.073829
PC16 > -1.946823
PC22 <= -1.266815
PC44 > 0.8340954
PC53 <= -0.7614991
-> class 1\|3 [0.965]
Rule 16/194: (72.9/1.7, lift 18.3)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.582849
PC15 <= 0.1377357
PC39 <= -0.3098076
PC94 > -0.6993607
-> class 1\|3 [0.964]
Rule 16/195: (68.9/1.7, lift 18.3)
PC2 <= 2.5099
PC16 > 0.8601646
PC22 <= -2.652125
-> class 1\|3 [0.962]
Rule 16/196: (15, lift 17.9)
PC1 > -0.430681
PC8 <= -3.073829
PC19 <= -1.342918
PC78 > -0.1420228
-> class 1\|3 [0.941]
Rule 16/197: (13.6, lift 17.8)
PC1 > -0.430681
PC3 > -0.1620239
PC10 > -0.1899262
PC12 > 2.250109
PC14 > -1.847522
PC16 > -1.946823
PC44 <= 0.8340954
PC55 <= 0.6129638
-> class 1\|3 [0.934]
Rule 16/198: (11.8, lift 17.6)
PC1 > -0.430681
PC1 <= 8.817184
PC2 <= 2.5099
PC3 > -0.1620239
PC14 <= 0.6629388
PC16 > -1.946823
PC16 <= 0.8601646
PC21 > -0.2886538
PC56 <= -0.577548
-> class 1\|3 [0.928]
Rule 16/199: (207.4/18.9, lift 17.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC5 > -1.132808
PC8 > -3.073829
PC10 <= -0.1899262
PC16 > -1.946823
PC18 <= 0.2241086
PC26 > -5.313804
PC37 <= 1.908487
PC44 <= 0.8340954
PC48 <= 0.6974304
PC65 > -0.115013
PC83 > -0.6904467
-> class 1\|3 [0.905]
Rule 16/200: (6.7, lift 16.8)
PC1 > -0.430681
PC12 <= 2.986485
PC23 > 2.762352
PC28 > -0.2225761
PC55 <= 0.6129638
PC68 <= -0.0306272
-> class 1\|3 [0.885]
Rule 16/201: (92.9/10.8, lift 16.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.1620239
PC10 > -0.1899262
PC16 > 0.8601646
PC28 <= -0.2225761
PC47 <= 1.154117
PC55 <= 0.6129638
PC68 <= -0.0306272
-> class 1\|3 [0.875]
Rule 16/202: (45.3/11.7, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC32 > 0.09933759
-> class 1\|3 [0.732]
Rule 16/203: (20.1/5.2, lift 13.7)
PC6 > 0.4009089
PC14 > -1.847522
PC16 <= 0.8601646
PC21 <= -0.2886538
PC29 <= -0.143413
-> class 1\|3 [0.720]
Rule 16/204: (54.4/0.1, lift 14.3)
PC1 <= -0.430681
PC8 > 0.05561064
PC8 <= 2.291764
PC12 <= 4.051832
PC19 <= -1.093024
PC24 <= 1.069681
PC30 <= 0.362455
PC44 > 0.71119
-> class 2\|0 [0.980]
Rule 16/205: (79.7/1.4, lift 14.2)
PC1 <= -0.430681
PC2 > -1.074925
PC8 > 1.222251
PC36 > 0.1708591
PC36 <= 0.3500793
-> class 2\|0 [0.970]
Rule 16/206: (79.6/1.7, lift 14.1)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.05561064
PC14 <= 0.4872903
PC24 <= 1.069681
PC32 > 0.9560698
PC44 <= 0.71119
-> class 2\|0 [0.967]
Rule 16/207: (63/1.4, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -2.288806
PC16 > -1.946823
PC18 <= 0.2241086
PC22 > -1.266815
PC30 > -0.5890417
PC44 > 0.8340954
PC53 <= -0.7614991
PC89 <= 0.5840145
-> class 2\|0 [0.963]
Rule 16/208: (8.5, lift 13.2)
PC1 <= -0.430681
PC8 > 0.05561064
PC44 <= 0.71119
PC57 > 1.047002
PC62 <= -1.315966
-> class 2\|0 [0.905]
Rule 16/209: (1288.5/618.5, lift 7.6)
PC1 <= -0.430681
PC8 > 2.291764
-> class 2\|0 [0.520]
Rule 16/210: (1241.5/744.5, lift 5.9)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > -1.946823
PC18 > 0.2241086
-> class 2\|0 [0.400]
Rule 16/211: (91.2, lift 10.7)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC14 > 0.4872903
PC31 > -1.120177
PC32 > 0.9560698
PC93 <= 0.7284675
-> class 2\|1 [0.989]
Rule 16/212: (83.4, lift 10.7)
PC1 <= -0.430681
PC8 > 2.291764
PC28 > 0.06066843
PC46 > 1.417094
-> class 2\|1 [0.988]
Rule 16/213: (184.5/1.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.1914959
PC8 <= 2.291764
PC11 > -2.511517
PC12 > -3.031583
PC19 <= 3.329054
PC23 <= 2.042839
PC29 > -0.08245976
PC31 > -1.120177
PC32 <= 0.9560698
PC36 > -0.3567567
PC44 <= 0.71119
PC50 > -1.018825
PC56 <= 0.6714163
PC61 > -1.380639
PC62 > -0.9017188
PC84 > 0.1015796
PC85 > -1.478357
-> class 2\|1 [0.987]
Rule 16/214: (95/0.4, lift 10.7)
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC12 > -3.031583
PC21 > 1.9462
-> class 2\|1 [0.986]
Rule 16/215: (63.4, lift 10.6)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 1.115137
PC61 <= -0.6650652
-> class 2\|1 [0.985]
Rule 16/216: (58.8, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC44 <= 0.71119
PC45 > 0.4062366
PC62 > -1.315966
-> class 2\|1 [0.984]
Rule 16/217: (50.1, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 2.291764
PC23 <= -0.100194
PC82 > 0.281975
-> class 2\|1 [0.981]
Rule 16/218: (45.2, lift 10.6)
PC1 <= -0.430681
PC8 > 2.291764
PC43 <= -0.5820352
PC50 <= -0.3112708
-> class 2\|1 [0.979]
Rule 16/219: (221.6/4.6, lift 10.5)
PC1 <= -0.430681
PC8 > 2.291764
PC24 <= 0.5795814
PC60 <= -0.5047136
PC94 > -0.2598844
PC97 <= 0.09933954
-> class 2\|1 [0.975]
Rule 16/220: (141.2/2.6, lift 10.5)
PC1 <= -0.430681
PC2 <= -0.5562518
PC8 > 2.291764
PC19 > 0.7270498
-> class 2\|1 [0.975]
Rule 16/221: (25.2, lift 10.4)
PC8 > -2.62821
PC9 > 9.952705
PC32 > 1.578605
-> class 2\|1 [0.963]
Rule 16/222: (53.4/1.1, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC19 <= 0.7270498
PC21 > -0.02358236
PC28 > 0.1391531
-> class 2\|1 [0.962]
Rule 16/223: (115.7/3.9, lift 10.4)
PC2 <= -9.022285
PC4 <= -0.3591195
-> class 2\|1 [0.958]
Rule 16/224: (20.2, lift 10.3)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC18 <= 0.2241086
PC22 > -1.266815
PC44 > 0.8340954
PC53 <= -0.7614991
PC89 > 0.5840145
-> class 2\|1 [0.955]
Rule 16/225: (55.2/1.6, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC28 <= -0.1979612
-> class 2\|1 [0.954]
Rule 16/226: (16.6, lift 10.2)
PC1 > -0.430681
PC1 <= 7.238853
PC2 <= 2.5099
PC3 <= -0.1620239
PC5 > -4.547904
PC8 > -3.073829
PC62 > 0.4045268
-> class 2\|1 [0.946]
Rule 16/227: (125/6.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC10 > 0.4540342
PC19 <= 0.7270498
PC24 <= 0.5795814
PC60 > -0.5047136
-> class 2\|1 [0.942]
Rule 16/228: (37.8/1.3, lift 10.2)
PC1 > -0.430681
PC8 > -3.073829
PC9 <= -2.288806
PC18 <= 0.2241086
PC22 > -1.266815
PC44 > 0.8340954
PC53 <= -0.7614991
-> class 2\|1 [0.942]
Rule 16/229: (105.7/5.3, lift 10.2)
PC1 <= -0.430681
PC7 > 0.6155426
PC8 > 0.05561064
PC12 > -1.318698
PC50 <= -0.3112708
PC60 > -0.5047136
PC75 > 0.3013101
-> class 2\|1 [0.941]
Rule 16/230: (14.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC31 > -1.120177
PC40 > -1.524469
PC43 <= -1.771918
PC82 > 0.281975
PC91 > -0.1184465
-> class 2\|1 [0.939]
Rule 16/231: (46.3/2, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.7073435
PC8 > 0.05561064
PC8 <= 2.291764
PC44 <= 0.71119
PC57 <= 1.047002
PC62 <= -1.315966
-> class 2\|1 [0.939]
Rule 16/232: (23.8/0.6, lift 10.1)
PC1 <= -0.430681
PC8 > 0.05561064
PC8 <= 2.291764
PC19 <= -1.093024
PC30 > 0.362455
-> class 2\|1 [0.937]
Rule 16/233: (78.9/4.1, lift 10.1)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -1.318698
PC59 <= 0.3551677
PC70 <= 0.157301
-> class 2\|1 [0.937]
Rule 16/234: (171.2/10, lift 10.1)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC12 > -3.031583
PC31 > -1.120177
PC40 > -1.524469
PC91 <= -0.1184465
-> class 2\|1 [0.937]
Rule 16/235: (64/3.6, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.222251
PC36 > 0.3500793
-> class 2\|1 [0.930]
Rule 16/236: (112.3/7.1, lift 10.1)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= -0.02358236
PC24 <= 0.5795814
PC46 <= 1.417094
-> class 2\|1 [0.930]
Rule 16/237: (256.3/17.2, lift 10.1)
PC2 <= -1.074925
PC5 > -0.6564411
PC8 > 0.1914959
PC8 <= 2.291764
PC9 > -2.712827
PC19 <= 3.329054
PC23 <= 2.042839
PC29 > -0.08245976
PC31 > -1.120177
PC32 <= 0.9560698
PC36 > -0.3567567
PC40 > -1.524469
PC44 <= 0.71119
PC48 > -0.169966
PC52 > -0.1731652
PC56 <= 0.6714163
PC61 > -1.380639
PC62 > -0.9017188
PC77 > -1.003079
PC82 <= 0.281975
PC85 > -1.478357
PC91 > -0.1184465
PC93 > -0.3016175
-> class 2\|1 [0.930]
Rule 16/238: (113.9/7.4, lift 10.0)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC19 > -1.093024
PC23 <= 0.6670164
PC33 <= 0.6511909
PC44 > 0.71119
PC83 > -0.8443158
-> class 2\|1 [0.928]
Rule 16/239: (49.6/2.8, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC21 > -0.02358236
PC24 <= 0.5795814
PC59 > 0.3551677
PC60 > -0.5047136
-> class 2\|1 [0.927]
Rule 16/240: (13.1/0.3, lift 9.9)
PC1 <= -0.3366674
PC2 <= 2.5099
PC16 <= -1.946823
-> class 2\|1 [0.916]
Rule 16/241: (9.5, lift 9.9)
PC1 <= -0.430681
PC7 <= 0.6155426
PC8 > 2.291764
PC50 <= -0.3112708
-> class 2\|1 [0.913]
Rule 16/242: (32/2.7, lift 9.6)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.222251
PC82 <= 0.4797282
-> class 2\|1 [0.890]
Rule 16/243: (31.4/2.7, lift 9.6)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 2.291764
PC36 <= 0.1708591
-> class 2\|1 [0.890]
Rule 16/244: (74.8/7.4, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC70 > 0.157301
-> class 2\|1 [0.890]
Rule 16/245: (7, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC30 > 0.1694945
PC33 > -0.4728316
PC36 > 0.5253811
-> class 2\|1 [0.889]
Rule 16/246: (35.2/6.3, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC30 > 0.1694945
PC33 > -0.4728316
PC35 <= 1.427366
PC57 > -0.1242303
PC95 <= -0.1427079
-> class 2\|1 [0.803]
Rule 16/247: (29.1/5.2, lift 8.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -0.3491239
PC16 > -1.946823
PC18 > 0.2241086
PC20 <= 0.3622146
PC36 <= 0.0008381079
-> class 2\|1 [0.801]
Rule 16/248: (11.6/1.9, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -0.01034938
PC32 <= 1.578605
PC33 <= -0.4728316
PC45 <= 0.4439914
PC57 > -0.1242303
PC66 <= 0.7005113
PC100 <= 3.830744
-> class 2\|1 [0.787]
Rule 16/249: (46.4/15.2, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC100 > 3.830744
-> class 2\|1 [0.665]
Rule 16/250: (57, lift 10.7)
PC1 <= -0.430681
PC8 > 0.05561064
PC8 <= 2.291764
PC12 <= -3.031583
PC32 <= 0.9560698
PC44 <= 0.71119
PC94 > -0.4304867
-> class 2\|2 [0.983]
Rule 16/251: (343.1/6.7, lift 10.6)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 7.141766
PC8 > -2.62821
PC8 <= 0.05561064
PC14 > -0.0618867
PC32 <= 1.578605
PC57 <= -0.1242303
PC60 <= -0.02916798
PC100 <= 1.802283
-> class 2\|2 [0.978]
Rule 16/252: (41.3, lift 10.6)
PC8 > -2.62821
PC8 <= 0.05561064
PC41 <= -5.914177
-> class 2\|2 [0.977]
Rule 16/253: (36, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= -0.6564411
PC8 > 0.05561064
PC8 <= 2.291764
PC21 <= 1.9462
PC29 > -0.08245976
PC84 <= 0.1015796
PC91 > -0.1184465
-> class 2\|2 [0.974]
Rule 16/254: (119.1/2.1, lift 10.6)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC19 > -3.691146
PC30 <= 0.1694945
PC40 <= -0.720706
PC55 > -0.8047953
PC66 <= 0.7005113
PC78 > -0.0807853
-> class 2\|2 [0.974]
Rule 16/255: (79.9/1.3, lift 10.5)
PC1 > -0.430681
PC1 <= 7.238853
PC2 <= 2.5099
PC3 <= -0.1620239
PC5 > -4.547904
PC8 > -3.073829
PC16 > -1.946823
PC18 <= 0.2241086
PC44 <= 0.8340954
PC62 <= 0.4045268
PC82 > 0.01013236
PC97 <= 1.238189
-> class 2\|2 [0.972]
Rule 16/256: (31.2, lift 10.5)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC40 <= -1.021574
PC47 > -0.4973042
PC66 <= 0.7005113
PC78 <= -0.0807853
-> class 2\|2 [0.970]
Rule 16/257: (97.3/2, lift 10.5)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC32 <= 1.578605
PC43 <= -1.869434
PC57 <= -0.1242303
-> class 2\|2 [0.970]
Rule 16/258: (45.6/0.5, lift 10.5)
PC1 <= -0.430681
PC5 <= 1.69935
PC8 > 0.05561064
PC11 <= -2.511517
PC21 <= 1.9462
PC40 > -1.524469
PC44 <= 0.71119
PC48 > -0.714098
-> class 2\|2 [0.969]
Rule 16/259: (48.2/0.8, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC21 <= 1.9462
PC31 > -1.120177
PC36 <= -0.3567567
PC44 <= 0.71119
PC48 > -0.714098
PC62 > -1.315966
PC91 > -0.1184465
-> class 2\|2 [0.964]
Rule 16/260: (25.7, lift 10.5)
PC2 <= 2.5099
PC8 > -1.158127
PC8 <= 0.05561064
PC33 > -0.4728316
PC34 <= 0.5291483
PC66 <= 0.7005113
PC78 <= -0.0807853
PC93 <= -0.3668973
-> class 2\|2 [0.963]
Rule 16/261: (28.4/0.2, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC11 > -2.511517
PC21 <= 1.9462
PC31 > -1.120177
PC32 <= 0.9560698
PC44 <= 0.71119
PC48 > -0.714098
PC48 <= -0.169966
PC61 > -1.380639
PC62 > -0.9017188
PC82 <= 0.281975
PC84 <= 0.1015796
PC93 > -0.3016175
-> class 2\|2 [0.962]
Rule 16/262: (105.2/3.6, lift 10.4)
PC2 > -9.022285
PC2 <= 2.5099
PC3 <= -0.01034938
PC8 > -2.62821
PC8 <= 0.05561064
PC32 <= 1.578605
PC33 <= -0.4728316
PC100 <= 3.830744
-> class 2\|2 [0.957]
Rule 16/263: (21.4/0.1, lift 10.3)
PC1 > -1.689329
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= 0.05561064
PC47 > -0.4973042
PC55 > -0.8047953
PC78 > -0.0807853
PC89 <= -0.582334
-> class 2\|2 [0.952]
Rule 16/264: (48.5/1.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC9 <= 9.952705
PC19 > -3.691146
PC22 <= 1.147836
PC28 > -0.1979612
PC32 > 1.578605
PC40 > -0.545271
-> class 2\|2 [0.952]
Rule 16/265: (17.5, lift 10.3)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= 0.05561064
PC33 > -0.4728316
PC35 <= -1.67262
PC47 > -0.4973042
PC66 <= 0.7005113
PC78 <= -0.0807853
-> class 2\|2 [0.949]
Rule 16/266: (251.5/12.5, lift 10.3)
PC1 <= -1.689329
PC8 > -2.336766
PC8 <= -0.2248036
PC12 <= 2.586173
PC16 <= 1.182977
PC19 > -3.691146
PC20 <= 0.5904658
PC30 <= 0.1694945
PC32 <= 1.578605
PC40 > -0.6730056
PC47 > -0.4268096
PC55 > -0.8047953
PC76 <= 0.3448175
PC78 > -0.0807853
PC93 > -0.5290201
PC94 <= 0.2109061
-> class 2\|2 [0.947]
Rule 16/267: (119.2/5.6, lift 10.3)
PC2 <= -1.074925
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC23 > -0.100194
PC32 <= 0.9560698
PC43 > -1.771918
PC44 <= 0.71119
PC82 > 0.281975
PC91 > -0.1184465
-> class 2\|2 [0.945]
Rule 16/268: (15.9, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC33 > -0.4728316
PC47 > -0.4973042
PC57 > -0.1242303
PC78 <= -0.0807853
PC94 <= -0.4779398
-> class 2\|2 [0.944]
Rule 16/269: (30.3/1, lift 10.2)
PC2 > -9.022285
PC2 <= -6.607903
PC8 > -2.62821
PC8 <= 0.05561064
PC47 > -0.4973042
PC57 > -0.1242303
PC78 <= -0.0807853
-> class 2\|2 [0.939]
Rule 16/270: (52.5/2.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.291764
PC21 <= 1.9462
PC24 <= 1.069681
PC29 > -0.08245976
PC31 > -1.120177
PC44 <= 0.71119
PC45 <= 0.4062366
PC56 > 0.6714163
PC62 > -1.315966
PC82 <= 0.281975
PC85 > -1.478357
PC91 > -0.1184465
-> class 2\|2 [0.937]
Rule 16/271: (335.2/20.4, lift 10.2)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 7.141766
PC8 > -2.62821
PC8 <= 0.05561064
PC16 > -0.4058653
PC19 > -0.7667669
PC32 <= 1.578605
PC57 <= -0.1242303
PC60 <= -0.02916798
PC100 <= 1.802283
-> class 2\|2 [0.937]
Rule 16/272: (16.6/0.2, lift 10.1)
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC31 > -1.120177
PC44 <= 0.71119
PC45 <= 0.4062366
PC85 <= -1.478357
-> class 2\|2 [0.933]
Rule 16/273: (12.7, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC23 > 2.042839
PC29 > -0.08245976
PC31 > -1.120177
-> class 2\|2 [0.932]
Rule 16/274: (36.2/1.7, lift 10.1)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC34 > 0.5291483
PC47 > -0.4973042
PC78 <= -0.0807853
PC100 <= 3.830744
-> class 2\|2 [0.929]
Rule 16/275: (84.6/5.9, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2248036
PC8 <= 0.05561064
PC30 <= 0.1694945
PC47 > -0.4973042
PC55 > -0.8047953
PC78 > -0.0807853
-> class 2\|2 [0.920]
Rule 16/276: (12.4/0.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 > 0.1914959
PC8 <= 2.291764
PC32 <= 0.9560698
PC36 > -0.3567567
PC44 <= 0.71119
PC52 <= -0.1731652
-> class 2\|2 [0.911]
Rule 16/277: (8.4, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 2.291764
PC44 <= 0.71119
PC45 <= 0.4062366
PC50 <= -1.018825
PC62 > -1.315966
-> class 2\|2 [0.904]
Rule 16/278: (22.9/1.4, lift 9.8)
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC9 <= -2.712827
PC21 <= 1.9462
PC36 > -0.3567567
PC44 <= 0.71119
PC82 <= 0.281975
PC91 > -0.1184465
-> class 2\|2 [0.903]
Rule 16/279: (57.2/4.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 <= 2.291764
PC31 > -1.120177
PC32 <= 0.9560698
PC40 <= -1.524469
PC62 > -1.315966
-> class 2\|2 [0.902]
Rule 16/280: (30.2/2.5, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.074925
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC24 <= 1.069681
PC36 > -0.3567567
PC44 <= 0.71119
PC45 <= 0.4062366
PC62 > -1.315966
PC62 <= -0.9017188
PC91 > -0.1184465
-> class 2\|2 [0.892]
Rule 16/281: (8.8/0.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 2.291764
PC19 > -1.093024
PC23 > 0.6670164
PC44 > 0.71119
-> class 2\|2 [0.891]
Rule 16/282: (72.1/8.7, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 2.291764
PC32 <= 0.9560698
PC44 <= 0.71119
PC48 > -0.714098
PC52 > -0.1731652
PC56 <= 0.6714163
PC91 > -0.1184465
PC93 <= -0.3016175
-> class 2\|2 [0.869]
Rule 16/283: (279.6/39.8, lift 9.3)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 0.8218943
PC8 > -2.62821
PC8 <= 0.05561064
PC30 > 0.1694945
PC35 <= 1.427366
PC36 <= 0.5253811
PC47 > -0.8951707
PC66 <= 0.7005113
PC69 > -0.1068681
PC89 > -0.342116
PC95 > -0.1427079
PC100 <= 3.830744
-> class 2\|2 [0.855]
Rule 16/284: (13.9/1.4, lift 9.2)
PC8 > 0.05561064
PC8 <= 2.291764
PC31 > -1.120177
PC44 <= 0.71119
PC45 <= 0.4062366
PC56 <= 0.6714163
PC61 <= -1.380639
PC82 <= 0.281975
PC91 > -0.1184465
-> class 2\|2 [0.852]
Rule 16/285: (12.5/1.2, lift 9.2)
PC1 <= -0.430681
PC8 > -1.158127
PC8 <= -1.067902
PC19 > -3.691146
PC28 > -0.1979612
PC78 <= -0.0807853
PC94 > -0.4779398
-> class 2\|2 [0.847]
Rule 16/286: (65.5/9.8, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.5735505
PC8 > -2.62821
PC8 <= 0.05561064
PC66 > 0.7005113
PC100 <= 3.830744
-> class 2\|2 [0.841]
Rule 16/287: (21.9/3.4, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC24 <= -1.239098
PC28 > -0.1979612
PC30 <= 0.1694945
PC33 > -0.4728316
PC78 <= -0.0807853
-> class 2\|2 [0.817]
Rule 16/288: (52.5/9.3, lift 8.8)
PC1 <= -0.430681
PC8 <= -2.62821
PC42 <= 0.01987631
PC46 > 0.4344632
PC64 > -0.3261531
-> class 2\|2 [0.810]
Rule 16/289: (53.2/10.4, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 1.69935
PC8 > 0.05561064
PC8 <= 0.1914959
PC21 <= 1.9462
PC31 > -1.120177
PC44 <= 0.71119
PC45 <= 0.4062366
PC91 > -0.1184465
-> class 2\|2 [0.793]
Rule 16/290: (47.4/10.8, lift 8.3)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.05561064
PC8 <= 2.291764
PC21 <= 1.9462
PC29 <= -0.08245976
PC32 <= 0.9560698
PC48 > -0.714098
PC82 <= 0.281975
PC91 > -0.1184465
-> class 2\|2 [0.762]
Rule 16/291: (39.6/11.3, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.05561064
PC46 <= 0.4344632
PC85 <= 0.7277512
PC97 <= -0.6999397
-> class 2\|2 [0.704]
Rule 16/292: (50.3/15.3, lift 7.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC22 <= 0.8850182
PC27 <= -0.3134868
PC62 > -0.3820254
PC94 <= -0.02134589
PC97 > -0.6999397
-> class 2\|2 [0.688]
Rule 16/293: (14.4/5.1, lift 6.8)
PC1 <= -0.430681
PC8 <= -2.62821
PC19 > -3.691146
PC62 > -0.3820254
PC68 <= -1.714781
PC85 <= 0.7277512
-> class 2\|2 [0.628]
Rule 16/294: (48.8/19.2, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 2.291764
PC31 <= -1.120177
PC44 <= 0.71119
-> class 2\|2 [0.603]
Rule 16/295: (40.1/18.6, lift 5.8)
PC1 <= -0.430681
PC8 > 2.291764
PC24 > 0.5795814
-> class 2\|2 [0.535]
Rule 16/296: (106.7, lift 7.8)
PC2 <= 2.5099
PC8 <= -2.62821
PC45 > 0.09307559
PC46 <= 0.4344632
PC61 <= 0.2325892
PC62 <= -0.3820254
-> class 2\|3 [0.991]
Rule 16/297: (88.5, lift 7.8)
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -2.336766
PC19 > -3.691146
PC30 <= 0.1694945
PC33 > -0.4728316
PC40 > -0.720706
PC47 > -0.4973042
PC57 > -0.1242303
-> class 2\|3 [0.989]
Rule 16/298: (79.6, lift 7.8)
PC1 <= -0.430681
PC8 <= 0.05561064
PC45 > 0.09307559
PC54 <= 1.801207
PC61 > 0.2325892
PC62 <= -0.3820254
PC87 > 0.5883743
PC94 <= 0.8244115
-> class 2\|3 [0.988]
Rule 16/299: (77.4, lift 7.8)
PC2 <= 2.5099
PC8 <= -2.62821
PC17 <= 0.02873056
PC45 > 0.09307559
PC62 <= -0.3820254
PC85 <= 0.7277512
-> class 2\|3 [0.987]
Rule 16/300: (66.8, lift 7.8)
PC1 <= -0.430681
PC8 <= -2.62821
PC19 > -3.691146
PC54 <= 1.801207
PC71 > -0.42316
PC81 > 0.3288473
-> class 2\|3 [0.985]
Rule 16/301: (44.8, lift 7.7)
PC1 <= -0.430681
PC8 <= -2.62821
PC54 > 1.801207
PC85 <= 0.7277512
PC95 > 0.007113858
PC97 > -0.6999397
-> class 2\|3 [0.979]
Rule 16/302: (69.1/1.9, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= 0.05561064
PC43 > -1.869434
PC57 <= -0.1242303
PC60 > -0.02916798
PC63 <= 0.1074941
PC100 <= 3.830744
-> class 2\|3 [0.959]
Rule 16/303: (21, lift 7.6)
PC1 <= 7.238853
PC2 <= 2.5099
PC3 <= -0.1620239
PC8 > -3.073829
PC18 <= 0.2241086
PC44 <= 0.8340954
PC62 <= 0.4045268
PC97 > 1.238189
-> class 2\|3 [0.957]
Rule 16/304: (137.7/6.1, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.05561064
PC28 > -0.1979612
PC30 <= 0.1694945
PC33 > -0.4728316
PC41 > -5.914177
PC55 <= -0.8047953
PC66 <= 0.7005113
PC78 > -0.0807853
-> class 2\|3 [0.949]
Rule 16/305: (112.1/5, lift 7.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC37 > -9.291889
PC84 > -0.3009826
PC90 <= 0.451372
-> class 2\|3 [0.948]
Rule 16/306: (13.9, lift 7.4)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC18 <= 0.2241086
PC19 > -1.342918
PC60 > 0.6296403
-> class 2\|3 [0.933]
Rule 16/307: (52.2/7.2, lift 6.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -0.3491239
PC16 > -1.946823
PC18 > 0.2241086
PC42 > -0.7482097
PC43 <= 0.4959713
-> class 2\|3 [0.850]
Rule 16/308: (3.2, lift 6.4)
PC1 <= -0.430681
PC2 <= -9.022285
PC4 > -0.3591195
-> class 2\|3 [0.809]
Rule 16/309: (12113/9592, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.208]
Rule 16/310: (242.1, lift 14.3)
PC2 <= 2.5099
PC8 <= -2.62821
PC13 <= -0.1240896
PC46 <= 0.4344632
PC66 <= 0.04950257
PC85 > 0.2991076
PC85 <= 0.7277512
-> class 2\|4 [0.996]
Rule 16/311: (277.2, lift 14.3)
PC1 <= -0.430681
PC8 <= 0.05561064
PC19 <= -3.691146
PC72 > 0.007479291
-> class 2\|4 [0.996]
Rule 16/312: (345.1/1.2, lift 14.3)
PC1 <= -0.430681
PC11 <= -4.33332
-> class 2\|4 [0.994]
Rule 16/313: (269/2.9, lift 14.2)
PC2 <= 2.5099
PC8 <= -2.62821
PC19 > -3.691146
PC19 <= 0.7219692
PC45 <= 0.09307559
PC46 <= 0.4344632
PC54 <= 1.801207
PC62 <= -0.3820254
PC71 > -0.42316
PC81 <= 0.3288473
PC94 <= 0.8244115
PC95 > 0.007113858
-> class 2\|4 [0.986]
Rule 16/314: (236/2.5, lift 14.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC46 <= -1.566696
PC62 > -0.3820254
PC67 > -2.76189
PC85 <= 0.7277512
-> class 2\|4 [0.985]
Rule 16/315: (201.6/3.6, lift 14.0)
PC8 <= -2.62821
PC17 > 0.02873056
PC19 > -3.691146
PC19 <= 0.7219692
PC46 <= 0.4344632
PC61 > 0.2325892
PC62 <= -0.3820254
PC71 > -0.42316
PC87 <= 0.5883743
PC94 <= 0.8244115
PC95 > 0.007113858
-> class 2\|4 [0.977]
Rule 16/316: (39.1, lift 14.0)
PC1 <= -0.430681
PC19 <= -3.691146
PC53 > 0.3793378
-> class 2\|4 [0.976]
Rule 16/317: (205.3/5.3, lift 13.9)
PC1 <= -0.430681
PC8 <= -2.62821
PC19 > -3.691146
PC46 <= 0.4344632
PC85 > 0.7277512
PC94 <= 1.422457
-> class 2\|4 [0.970]
Rule 16/318: (23.9, lift 13.8)
PC8 <= -2.62821
PC19 <= 0.7219692
PC48 <= -1.240581
PC62 <= -0.3820254
PC85 <= 0.7277512
-> class 2\|4 [0.961]
Rule 16/319: (64.2/1.7, lift 13.8)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC60 <= 0.6296403
PC90 > 0.451372
-> class 2\|4 [0.959]
Rule 16/320: (14.7, lift 13.5)
PC1 > -0.430681
PC37 <= -9.291889
-> class 2\|4 [0.940]
Rule 16/321: (12.7, lift 13.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.5735505
PC8 > -2.62821
PC22 > 1.307107
PC66 > 0.7005113
-> class 2\|4 [0.932]
Rule 16/322: (11.5, lift 13.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC22 > 1.147836
PC28 > -0.1979612
PC32 > 1.578605
PC40 > -0.545271
-> class 2\|4 [0.926]
Rule 16/323: (18.7/0.6, lift 13.3)
PC2 <= 2.5099
PC8 <= 0.05561064
PC46 <= 0.2674026
PC68 > -1.714781
PC77 > 1.140222
PC85 > 0.2991076
PC85 <= 0.7277512
-> class 2\|4 [0.924]
Rule 16/324: (81.5/6.3, lift 13.1)
PC1 <= -0.430681
PC19 <= -3.691146
PC95 > 0.1105129
-> class 2\|4 [0.912]
Rule 16/325: (8.5, lift 13.0)
PC8 <= -2.62821
PC46 <= 0.4344632
PC62 <= -0.3820254
PC93 <= -2.507993
PC97 > -0.6999397
-> class 2\|4 [0.905]
Rule 16/326: (151.7/14.9, lift 12.9)
PC2 <= 2.5099
PC8 <= -2.62821
PC46 > -1.566696
PC46 <= 0.2674026
PC62 > -0.3820254
PC66 > 0.04950257
PC85 > 0.2991076
-> class 2\|4 [0.896]
Rule 16/327: (25.5/4, lift 11.8)
PC8 <= -2.62821
PC27 <= -0.4629896
PC46 <= 0.4344632
PC62 <= -0.3820254
PC97 > -0.6999397
-> class 2\|4 [0.820]
Rule 16/328: (27/5.4, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.5735505
PC8 <= 0.05561064
PC15 <= 0.6941605
PC66 > 0.7005113
-> class 2\|4 [0.778]
Rule 16/329: (15.6/4, lift 10.3)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -0.3491239
PC18 > 0.2241086
PC42 > -0.7482097
PC43 > 0.4959713
-> class 2\|4 [0.714]
Default class: 0\|1
----- Trial 17: -----
Rules:
Rule 17/1: (122, lift 17.2)
PC1 > -0.5149851
PC18 > 2.090086
PC55 > -0.482149
PC64 <= 1.660016
PC76 <= 0.3091772
PC81 <= 0.7577374
PC85 <= 0.8588063
-> class 0\|0 [0.992]
Rule 17/2: (128.8, lift 17.2)
PC2 <= 6.609464
PC13 <= 7.236558
PC18 > 2.090086
PC19 <= 0.008498676
PC25 <= 0.8085691
PC35 <= 0.2764165
PC75 > 0.2907499
-> class 0\|0 [0.992]
Rule 17/3: (63.6/1.6, lift 16.7)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.2105978
PC18 > -0.4677226
PC18 <= 2.090086
PC28 > -0.3468742
PC59 <= 1.019365
-> class 0\|0 [0.960]
Rule 17/4: (13.8, lift 16.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.89137
PC18 > -0.4677226
PC18 <= 2.090086
PC88 <= 3.771123
-> class 0\|0 [0.937]
Rule 17/5: (74.5/4.2, lift 16.2)
PC1 > -0.5846962
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2633233
PC13 <= 7.236558
PC14 > 0.2006215
PC18 > -0.4677226
PC23 <= -0.9654831
-> class 0\|0 [0.932]
Rule 17/6: (78.4/7.4, lift 15.5)
PC1 > -0.5846962
PC2 > 2.5099
PC3 <= 1.640775
PC14 > 0.2006215
PC18 > -0.4677226
PC95 > 0.6493924
-> class 0\|0 [0.895]
Rule 17/7: (6.9, lift 15.3)
PC13 <= 7.236558
PC18 > 2.090086
PC25 > 0.8085691
PC51 <= -0.7446085
PC97 > -2.189606
-> class 0\|0 [0.881]
Rule 17/8: (43/4.8, lift 15.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.4677226
PC18 <= 2.090086
-> class 0\|0 [0.870]
Rule 17/9: (46.8/5.3, lift 15.1)
PC2 > 6.609464
PC13 <= 7.236558
PC18 > 2.090086
PC29 <= -2.519265
PC88 <= 3.771123
-> class 0\|0 [0.870]
Rule 17/10: (81.6/12.1, lift 14.6)
PC1 > -0.5846962
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC14 > 0.2006215
PC18 > -0.4677226
PC19 <= -0.1309759
PC79 <= 0.8123216
-> class 0\|0 [0.843]
Rule 17/11: (6.9/0.5, lift 14.3)
PC2 > 2.5099
PC8 <= 0.2105978
PC13 <= 7.236558
PC18 > -0.4677226
PC40 > 3.535373
PC79 <= 0.9219543
PC87 <= 0.4279947
-> class 0\|0 [0.827]
Rule 17/12: (17.6/4.1, lift 12.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.2105978
PC13 <= 7.236558
PC14 > 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
PC40 > -2.953463
PC79 > 0.8123216
PC79 <= 0.9219543
-> class 0\|0 [0.740]
Rule 17/13: (1471.4/567.6, lift 10.7)
PC13 <= 7.236558
PC18 > 2.090086
PC48 <= 1.042466
PC88 <= 3.771123
PC97 > -2.189606
PC99 <= 1.986757
-> class 0\|0 [0.614]
Rule 17/14: (114.5, lift 13.4)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1676145
PC8 <= 0.2105978
PC14 <= 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
-> class 0\|1 [0.991]
Rule 17/15: (76.2/0.4, lift 13.3)
PC2 > 2.5099
PC18 > 2.090086
PC55 <= -0.482149
PC83 > -1.334977
PC97 > -2.189606
-> class 0\|1 [0.982]
Rule 17/16: (52.8, lift 13.3)
PC2 > 2.5099
PC2 <= 6.609464
PC3 <= 1.640775
PC18 > -0.4677226
PC26 > 0.7905719
PC36 <= 2.526415
PC99 <= 1.986757
-> class 0\|1 [0.982]
Rule 17/17: (61.1/0.3, lift 13.3)
PC2 > 2.5099
PC3 > -2.130307
PC3 <= 1.640775
PC7 > -0.7696513
PC15 > -0.05509185
PC18 <= -0.4677226
PC33 > -1.356436
PC48 > 0.1480779
-> class 0\|1 [0.979]
Rule 17/18: (106/1.3, lift 13.3)
PC13 <= 7.236558
PC18 > 2.090086
PC25 > 0.8085691
PC48 <= 1.042466
PC51 > -0.7446085
PC93 > -3.250893
-> class 0\|1 [0.979]
Rule 17/19: (191/3.5, lift 13.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.2105978
PC14 <= 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
PC40 <= 3.535373
PC43 <= 0.6034389
PC59 > -0.0983362
PC79 <= 0.9219543
PC87 <= 0.4279947
PC90 > -1.764218
-> class 0\|1 [0.977]
Rule 17/20: (163/2.9, lift 13.2)
PC1 <= -0.5846962
PC2 > 2.5099
PC8 <= 0.2105978
PC13 <= 3.059932
PC14 > 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
PC40 > -2.953463
PC79 <= 0.8123216
PC90 > -1.764218
-> class 0\|1 [0.976]
Rule 17/21: (68.2/0.8, lift 13.2)
PC8 <= 0.2105978
PC9 <= 0.3953631
PC14 <= 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
PC20 <= -1.027313
PC59 <= -0.0983362
PC79 <= 0.9219543
PC87 <= 0.4279947
PC90 > -1.764218
-> class 0\|1 [0.974]
Rule 17/22: (34.4, lift 13.2)
PC1 <= -0.5149851
PC13 <= 7.236558
PC18 > 2.090086
PC18 <= 2.28354
PC36 <= 2.526415
PC60 > -0.5359342
PC88 <= 3.771123
PC99 <= 1.986757
-> class 0\|1 [0.973]
Rule 17/23: (35.1, lift 13.2)
PC2 <= 6.609464
PC18 > 2.090086
PC36 <= 2.526415
PC76 > 0.3091772
PC83 > -1.334977
PC85 <= 0.8588063
PC87 > 0.2055681
PC91 <= 1.662351
-> class 0\|1 [0.973]
Rule 17/24: (85.6/1.8, lift 13.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -0.4677226
PC20 > -3.549603
PC24 <= 1.847009
PC33 <= 5.444684
PC54 <= 0.9893426
PC99 > -0.0291126
-> class 0\|1 [0.968]
Rule 17/25: (28.5, lift 13.1)
PC18 > 2.090086
PC48 <= 1.042466
PC60 > -0.5359342
PC64 > 1.660016
PC76 <= 0.3091772
PC83 > -1.334977
PC88 <= 3.771123
-> class 0\|1 [0.967]
Rule 17/26: (83.7/2, lift 13.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.2105978
PC9 <= 0.3953631
PC13 <= 7.236558
PC18 > -0.4677226
PC18 <= 2.090086
PC43 <= 0.6034389
PC62 > 0.2452577
PC68 <= 0.5217521
PC79 <= 0.9219543
PC84 > 0.008808427
PC87 <= 0.4279947
-> class 0\|1 [0.965]
Rule 17/27: (82.9/2.3, lift 13.0)
PC1 <= -0.5149851
PC12 > -0.9252022
PC13 <= 7.236558
PC18 > 2.28354
PC64 <= 1.660016
PC79 > -0.1242514
PC81 <= 0.7577374
PC87 > 0.1457838
PC100 <= 0.02933305
-> class 0\|1 [0.962]
Rule 17/28: (173.3/6.1, lift 13.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2633233
PC8 <= 0.2105978
PC13 <= 3.059932
PC14 > 0.2006215
PC18 > -0.4677226
PC18 <= 2.090086
PC19 > -0.1309759
PC23 > -0.9654831
PC79 <= 0.8123216
PC95 <= 0.6493924
-> class 0\|1 [0.960]
Rule 17/29: (43.2/1.2, lift 12.9)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 2.090086
PC88 <= 3.771123
PC91 > 2.867553
-> class 0\|1 [0.951]
Rule 17/30: (17.4, lift 12.9)
PC2 <= 6.609464
PC10 <= -7.567951
PC18 > -0.4677226
PC36 <= 2.526415
-> class 0\|1 [0.948]
Rule 17/31: (79.4/4, lift 12.7)
PC2 <= 6.609464
PC3 <= -0.7982388
PC18 > 2.090086
PC35 <= 0.2764165
PC36 <= 2.526415
PC70 <= 2.887559
PC75 <= 0.2907499
PC76 > 0.3091772
PC83 > -1.334977
PC91 <= 1.662351
PC97 > -2.189606
-> class 0\|1 [0.938]
Rule 17/32: (12.3, lift 12.6)
PC1 > -0.7073541
PC18 > 2.090086
PC36 <= 2.526415
PC49 > 0.5045301
PC64 <= 1.660016
PC79 <= -0.1242514
-> class 0\|1 [0.930]
Rule 17/33: (11.8, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.89137
PC8 > 0.2105978
PC18 > -0.4677226
PC18 <= 2.090086
PC28 <= -0.3468742
-> class 0\|1 [0.928]
Rule 17/34: (14.5/0.4, lift 12.4)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 2.090086
PC48 <= 1.042466
PC78 > 2.020816
-> class 0\|1 [0.917]
Rule 17/35: (39.8/2.6, lift 12.4)
PC2 > 2.5099
PC6 > -1.89137
PC8 > 0.2105978
PC18 > -0.4677226
PC18 <= 2.090086
PC59 > 1.019365
-> class 0\|1 [0.913]
Rule 17/36: (20.7/1.3, lift 12.2)
PC1 <= -0.7073541
PC2 > 2.5099
PC2 <= 6.609464
PC18 > 2.090086
PC76 <= 0.3091772
PC79 <= -0.1242514
PC81 <= 0.7577374
PC83 > -1.334977
-> class 0\|1 [0.899]
Rule 17/37: (202.8/20, lift 12.2)
PC2 > 6.609464
PC13 <= 7.236558
PC18 > 2.090086
PC29 > -2.519265
PC29 <= 1.923316
PC40 > -2.953463
PC88 <= 3.771123
PC97 > -2.189606
PC99 <= 1.986757
-> class 0\|1 [0.897]
Rule 17/38: (16.8/1, lift 12.1)
PC18 > 2.090086
PC19 > 0.008498676
PC36 <= 2.526415
PC48 <= 1.042466
PC55 > -0.482149
PC88 <= 3.771123
-> class 0\|1 [0.894]
Rule 17/39: (6.5, lift 12.0)
PC2 > 2.5099
PC36 > 2.513465
PC36 <= 2.526415
-> class 0\|1 [0.882]
Rule 17/40: (75.3/8.5, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= -0.9252022
PC18 > -0.4677226
PC40 > -2.953463
PC60 > -0.5359342
PC76 <= 0.3091772
PC83 > -1.334977
PC88 <= 3.771123
PC91 <= 2.867553
PC97 > -2.189606
PC99 <= 1.986757
-> class 0\|1 [0.877]
Rule 17/41: (3.9, lift 11.3)
PC4 <= -0.2868965
PC13 <= 7.236558
PC18 > -0.4677226
PC88 > 3.771123
-> class 0\|1 [0.831]
Rule 17/42: (9.4/0.9, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4677226
PC18 <= 2.090086
PC48 <= 1.042466
PC75 > 0.5038049
PC79 > 0.9219543
PC86 <= 4.013646
-> class 0\|1 [0.829]
Rule 17/43: (13.5/2.4, lift 10.6)
PC2 <= 6.609464
PC18 > 2.090086
PC36 <= 2.526415
PC60 > -0.5359342
PC76 <= 0.3091772
PC81 > 0.7577374
-> class 0\|1 [0.781]
Rule 17/44: (40.3/10.6, lift 9.8)
PC13 > 7.236558
PC18 > 3.696222
PC48 <= 1.042466
PC97 > -1.431802
-> class 0\|1 [0.725]
Rule 17/45: (51/16.5, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.05509185
PC17 > -0.7304042
PC18 <= -0.4677226
PC55 > 0.1151721
-> class 0\|1 [0.670]
Rule 17/46: (33.5, lift 8.6)
PC2 > 2.5099
PC7 > -0.7696513
PC15 > -0.05509185
PC18 <= -0.4677226
PC37 > 1.119512
PC55 > 0.1151721
-> class 0\|2 [0.972]
Rule 17/47: (10.2, lift 8.2)
PC3 <= 1.640775
PC7 > -0.7696513
PC17 > -1.87198
PC17 <= -1.374336
PC39 > -1.450917
PC47 <= -0.8836733
PC49 <= 1.24066
-> class 0\|2 [0.918]
Rule 17/48: (92.8/7, lift 8.1)
PC3 <= 1.640775
PC7 > -0.7696513
PC15 <= -0.05509185
PC36 <= -2.252803
PC49 <= 1.24066
PC73 <= 2.287993
PC95 <= 0.3078283
PC99 > -1.763915
-> class 0\|2 [0.916]
Rule 17/49: (7913/5669.5, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.284]
Rule 17/50: (84.4, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.05509185
PC18 <= -0.4677226
PC39 <= -1.450917
-> class 0\|3 [0.988]
Rule 17/51: (207.3/1.9, lift 11.2)
PC4 > -5.768709
PC5 > -0.4751543
PC10 > -3.272248
PC15 <= -0.05509185
PC17 <= -1.374336
PC18 <= -0.4677226
PC27 > -0.007914715
PC32 <= 1.227913
PC43 > -0.6108432
PC58 > -1.250211
PC76 <= 1.042284
PC91 > -1.867191
PC95 > 0.3078283
PC99 > -0.8973147
PC100 <= 1.365672
-> class 0\|3 [0.986]
Rule 17/52: (64.4, lift 11.2)
PC7 <= -0.7696513
PC12 <= -0.3218363
PC18 <= -0.4677226
PC20 <= -3.549603
PC48 > 0.1078789
-> class 0\|3 [0.985]
Rule 17/53: (57.6, lift 11.1)
PC13 > 7.236558
PC16 > -1.235095
PC31 > 0.006507528
PC65 > -0.282285
-> class 0\|3 [0.983]
Rule 17/54: (53.7, lift 11.1)
PC9 <= 0.5233031
PC17 > -1.374336
PC18 <= -0.4677226
PC20 <= -3.615733
PC91 > -1.867191
-> class 0\|3 [0.982]
Rule 17/55: (53.9, lift 11.1)
PC2 > 2.5099
PC7 > -0.7696513
PC15 <= -0.05509185
PC18 <= -0.4677226
PC73 > 2.287993
-> class 0\|3 [0.982]
Rule 17/56: (49.4, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.05509185
PC18 <= -0.4677226
PC27 > -7.083237
PC99 <= -1.763915
-> class 0\|3 [0.981]
Rule 17/57: (44.7, lift 11.1)
PC15 <= -0.05509185
PC17 <= -1.374336
PC27 > -10.22418
PC76 > 1.042284
PC86 > 2.469061
PC100 > -1.638323
-> class 0\|3 [0.979]
Rule 17/58: (45.1, lift 11.1)
PC13 > 7.236558
PC16 > -1.235095
PC31 > 0.006507528
PC69 > -0.7978222
-> class 0\|3 [0.979]
Rule 17/59: (47.2/0.2, lift 11.1)
PC4 > -6.964373
PC7 > -0.7696513
PC15 <= -0.05509185
PC17 <= -1.374336
PC18 <= -0.4677226
PC43 > -0.6108432
PC49 <= 1.24066
PC67 > 0.04990247
PC81 > -0.9999881
PC95 > 0.3078283
-> class 0\|3 [0.975]
Rule 17/60: (515.5/12.8, lift 11.0)
PC4 > -6.964373
PC7 > -0.7696513
PC15 <= -0.05509185
PC17 <= -1.87198
PC21 > -0.7050356
PC27 > -7.083237
PC36 > -2.252803
PC38 > -1.617691
PC49 <= 1.24066
PC57 <= 1.793525
PC90 <= 2.93555
PC91 > -1.867191
PC95 <= 0.3078283
PC97 <= 1.067726
PC99 > -0.9459177
PC100 > -1.638323
-> class 0\|3 [0.973]
Rule 17/61: (35, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC18 <= -0.4677226
PC28 > 0.2291109
PC43 <= -0.6108432
PC95 > 0.3078283
-> class 0\|3 [0.973]
Rule 17/62: (31.8, lift 11.0)
PC13 > 7.236558
PC16 > -1.235095
PC31 > 0.006507528
PC49 <= -0.05414848
-> class 0\|3 [0.970]
Rule 17/63: (467.8/16.2, lift 10.9)
PC4 > -6.964373
PC7 > -0.7696513
PC15 <= -0.05509185
PC17 <= -1.374336
PC18 <= -0.4677226
PC36 > -2.252803
PC57 <= 1.793525
PC58 <= 1.235599
PC81 <= 0.5257281
PC91 > -1.867191
PC95 <= 0.3078283
PC97 <= 1.067726
PC99 > -0.9459177
-> class 0\|3 [0.963]
Rule 17/64: (59.9/1.4, lift 10.9)
PC2 > 2.5099
PC7 > -0.7696513
PC18 <= -0.4677226
PC49 > 1.24066
-> class 0\|3 [0.961]
Rule 17/65: (23.2, lift 10.9)
PC18 <= -0.4677226
PC27 <= -10.22418
-> class 0\|3 [0.960]
Rule 17/66: (23.3, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC15 <= -0.05509185
PC17 > -1.374336
PC18 <= -0.4677226
PC33 > 1.364286
PC99 > -0.9459177
-> class 0\|3 [0.960]
Rule 17/67: (21.6, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.5233031
PC15 <= -0.05509185
PC99 > -0.9459177
-> class 0\|3 [0.958]
Rule 17/68: (33.3/0.5, lift 10.8)
PC2 > 2.5099
PC7 > -0.7696513
PC10 > 1.441743
PC18 <= -0.4677226
PC43 > -0.6108432
PC49 <= 1.24066
PC76 > 1.042284
PC79 > -1.319963
PC91 > -1.867191
PC95 > 0.3078283
PC100 > -1.638323
-> class 0\|3 [0.956]
Rule 17/69: (27.5/0.4, lift 10.8)
PC3 <= -2.130307
PC15 > -0.05509185
PC18 <= -0.4677226
PC35 <= 0.5001234
PC37 <= 1.119512
PC48 > 0.1480779
PC55 > 0.1151721
-> class 0\|3 [0.954]
Rule 17/70: (34.8/1.2, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC17 > -1.374336
PC18 <= -0.4677226
PC23 <= -1.990978
PC33 <= 1.364286
PC39 <= 2.060785
PC99 > -0.9459177
-> class 0\|3 [0.940]
Rule 17/71: (52.5/2.4, lift 10.6)
PC2 <= 8.06018
PC18 <= -0.4677226
PC37 > -0.7702743
PC48 <= -0.4241129
PC55 <= 0.1151721
PC61 > -0.3814405
PC65 > -0.6062819
PC91 <= -0.7311681
-> class 0\|3 [0.937]
Rule 17/72: (110.1/6.2, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC7 > -0.7696513
PC17 <= -1.374336
PC27 > -7.083237
PC43 <= -0.6108432
PC73 <= 2.287993
PC91 > -1.867191
PC94 <= 0.1288414
-> class 0\|3 [0.936]
Rule 17/73: (13.2, lift 10.6)
PC3 > 0.006744031
PC3 <= 1.640775
PC9 <= 0.5233031
PC15 <= -0.05509185
PC17 > -1.374336
PC18 <= -0.4677226
-> class 0\|3 [0.934]
Rule 17/74: (134.1/8.3, lift 10.6)
PC2 > 2.5099
PC2 <= 8.06018
PC3 <= 1.640775
PC4 > -6.804878
PC9 <= 0.580468
PC15 > -0.05509185
PC18 <= -0.4677226
PC37 > -0.7702743
PC48 > -0.4241129
PC55 <= 0.1151721
PC61 > -0.3814405
PC65 > -0.6062819
PC80 <= 0.5435277
PC93 > -0.6755382
-> class 0\|3 [0.932]
Rule 17/75: (39.3/2.1, lift 10.5)
PC15 <= -0.05509185
PC18 <= -0.4677226
PC54 <= 1.076667
PC97 <= -0.4790954
PC99 <= -0.9459177
-> class 0\|3 [0.926]
Rule 17/76: (49/2.8, lift 10.5)
PC13 > 7.236558
PC18 <= 3.696222
PC31 > 0.006507528
PC48 <= 1.042466
PC91 > 0.4059246
-> class 0\|3 [0.926]
Rule 17/77: (14.4/0.4, lift 10.4)
PC15 > -0.05509185
PC18 <= -0.4677226
PC23 <= -4.089213
PC55 <= 0.1151721
-> class 0\|3 [0.917]
Rule 17/78: (8.3, lift 10.2)
PC2 > 2.5099
PC15 <= -0.6173395
PC18 > -0.4677226
PC18 <= 2.090086
PC79 > 0.9219543
PC86 <= 4.013646
PC88 <= 3.771123
-> class 0\|3 [0.903]
Rule 17/79: (20.9/1.3, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.05509185
PC18 <= -0.4677226
PC54 > 1.076667
PC99 <= -0.9459177
PC100 > -1.638323
-> class 0\|3 [0.901]
Rule 17/80: (49.7/4.4, lift 10.2)
PC7 > -0.7696513
PC15 > -0.05509185
PC18 <= -0.4677226
PC33 <= -1.356436
PC35 <= 0.5001234
PC37 <= 1.119512
PC48 > 0.1480779
PC55 > 0.1151721
-> class 0\|3 [0.896]
Rule 17/81: (38.6/3.3, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.05509185
PC17 > -1.374336
PC18 <= -0.4677226
PC91 > -1.867191
PC99 <= -0.654276
-> class 0\|3 [0.893]
Rule 17/82: (72.8/7.1, lift 10.1)
PC4 <= -6.964373
PC15 <= -0.05509185
PC18 <= -2.231283
PC35 <= 0.5314577
PC59 <= 0.2756255
PC80 <= 0.5676203
PC87 <= 0.1111184
-> class 0\|3 [0.892]
Rule 17/83: (41.9/4.4, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.05509185
PC18 <= -0.4677226
PC55 <= 0.1151721
PC61 > -0.3814405
PC62 <= -0.5067306
-> class 0\|3 [0.876]
Rule 17/84: (46.8/9.6, lift 8.9)
PC3 <= 1.640775
PC7 > -0.7696513
PC15 > -0.05509185
PC17 <= -0.7304042
PC18 <= -0.4677226
PC48 <= 0.1480779
PC55 > 0.1151721
PC89 > -0.1423873
PC94 > -0.0103439
-> class 0\|3 [0.782]
Rule 17/85: (36.1/17.6, lift 5.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4677226
PC40 <= -2.953463
PC48 <= 1.042466
PC74 > 0.4784182
-> class 0\|3 [0.512]
Rule 17/86: (80, lift 20.5)
PC3 > 1.640775
PC12 <= -0.0486082
PC16 <= -0.5005724
PC26 <= 0.07205261
PC50 > -0.2168945
PC50 <= 0.4534797
PC60 <= 0.7851239
PC67 <= 0.3515871
PC69 <= -0.09716982
PC92 <= 0.5065197
-> class 1\|0 [0.987]
Rule 17/87: (466.6/6.7, lift 20.5)
PC1 > -0.2927148
PC3 <= 0.6342455
PC6 <= 5.1094
PC9 > 0.297108
PC10 > -0.7280131
PC19 > -0.6420646
PC21 > -1.003454
PC62 <= 0.6821539
PC86 <= 0.590965
PC95 <= 0.4803047
-> class 1\|0 [0.984]
Rule 17/88: (34, lift 20.2)
PC3 > 1.640775
PC8 > -3.622873
PC13 > -0.1981209
PC26 <= 0.07205261
PC50 > -0.2168945
PC60 <= 0.7851239
PC66 > -0.505701
PC92 <= 0.5065197
PC93 <= 0.68998
PC95 <= -0.5146904
-> class 1\|0 [0.972]
Rule 17/89: (40.5/0.4, lift 20.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC50 > -0.2168945
PC60 > 0.7851239
-> class 1\|0 [0.968]
Rule 17/90: (138.9/3.7, lift 20.1)
PC2 > 2.5099
PC8 > -3.622873
PC12 <= -0.0486082
PC13 > -0.1981209
PC26 <= 0.07205261
PC35 > -0.2212318
PC50 <= 0.4534797
PC51 > 0.2190686
PC66 > -0.505701
PC67 <= 0.3515871
PC86 > -2.270193
PC92 <= 0.5065197
PC94 <= 0.05720164
PC95 > -0.5037271
-> class 1\|0 [0.966]
Rule 17/91: (25, lift 20.0)
PC3 > 0.7393595
PC16 <= -0.5757822
PC19 > 2.697729
-> class 1\|0 [0.963]
Rule 17/92: (23.6, lift 20.0)
PC2 > 2.5099
PC3 > 1.640775
PC26 > 0.07205261
PC39 > 0.6040915
PC50 > -0.2168945
-> class 1\|0 [0.961]
Rule 17/93: (17.2, lift 19.7)
PC2 <= 2.5099
PC3 > 0.7393595
PC11 <= 2.038316
PC16 <= -0.5757822
PC38 > 0.4655569
-> class 1\|0 [0.948]
Rule 17/94: (41/2.5, lift 19.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC50 > -0.2168945
PC93 > 0.68998
-> class 1\|0 [0.919]
Rule 17/95: (42.5/5.8, lift 17.6)
PC1 > -0.430681
PC2 <= 2.5099
PC13 <= 0.300224
PC16 <= -0.5757822
PC44 > -0.8625963
PC69 <= -0.5836473
-> class 1\|0 [0.847]
Rule 17/96: (351.5/56.1, lift 17.4)
PC1 > -0.430681
PC3 <= 0.7393595
PC9 > 0.297108
PC10 > -0.7280131
PC21 > -1.003454
PC40 <= 0.8153254
PC74 > 0.02577076
-> class 1\|0 [0.839]
Rule 17/97: (264.5/62.8, lift 15.8)
PC1 > -0.430681
PC8 > -3.073829
PC12 > 2.712912
PC18 > -0.4300101
-> class 1\|0 [0.761]
Rule 17/98: (152.1, lift 15.1)
PC2 > 2.5099
PC8 <= -3.622873
PC16 <= -0.5005724
PC50 > -0.2168945
-> class 1\|1 [0.994]
Rule 17/99: (341.9/1.3, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC26 > 0.07205261
PC39 <= 0.6040915
PC50 > -0.2168945
PC60 <= 0.7851239
PC93 <= 0.68998
-> class 1\|1 [0.993]
Rule 17/100: (134.7/0.3, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC13 > -0.1981209
PC16 <= -0.5005724
PC50 > -0.2168945
PC51 <= 0.2190686
PC95 > -0.5146904
-> class 1\|1 [0.991]
Rule 17/101: (78.2, lift 15.0)
PC1 > -0.430681
PC3 > 0.6342455
PC3 <= 0.7393595
PC51 <= 1.23125
PC74 <= 0.02577076
-> class 1\|1 [0.988]
Rule 17/102: (105.5/0.4, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.5005724
PC16 <= 1.311192
PC22 > -2.12056
PC50 > -0.2168945
PC63 > -1.570807
PC65 > -0.6740059
PC83 > -0.3876474
-> class 1\|1 [0.987]
Rule 17/103: (63.9, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC50 > -0.2168945
PC66 <= -0.505701
PC93 <= 0.68998
-> class 1\|1 [0.985]
Rule 17/104: (51.5, lift 14.9)
PC2 <= 2.5099
PC3 > 0.7393595
PC12 > 2.712912
PC18 <= -0.4300101
-> class 1\|1 [0.981]
Rule 17/105: (37.4, lift 14.8)
PC3 > 0.7393595
PC3 <= 0.8452482
PC43 > 0.2268828
PC79 <= 0.1418131
-> class 1\|1 [0.975]
Rule 17/106: (36.5, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC69 > -0.09716982
PC94 > 0.05720164
-> class 1\|1 [0.974]
Rule 17/107: (99.4/1.7, lift 14.7)
PC1 > 11.01179
PC6 <= -0.8999241
PC9 <= 0.297108
PC10 > -0.7280131
PC40 <= 1.152568
PC46 > -0.9208918
-> class 1\|1 [0.973]
Rule 17/108: (40.2/0.3, lift 14.7)
PC1 > -0.430681
PC3 <= 0.7393595
PC9 > 0.297108
PC21 <= -1.003454
PC40 <= 0.8153254
PC51 <= 1.23125
-> class 1\|1 [0.970]
Rule 17/109: (24.1, lift 14.6)
PC3 > 1.640775
PC12 <= -0.0486082
PC13 <= -0.1981209
PC26 <= 0.07205261
PC50 > -0.2168945
PC69 > -0.09716982
-> class 1\|1 [0.962]
Rule 17/110: (40.9/0.6, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC26 <= 0.07205261
PC50 > 0.4534797
PC60 <= 0.7851239
-> class 1\|1 [0.962]
Rule 17/111: (23.7, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC35 <= -0.2212318
PC50 > -0.2168945
PC94 <= 0.05720164
PC95 > -0.5146904
-> class 1\|1 [0.961]
Rule 17/112: (44.8/1.2, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC67 > 0.3515871
-> class 1\|1 [0.953]
Rule 17/113: (17.4, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC69 > -0.09716982
PC95 > -0.5146904
PC95 <= -0.5037271
-> class 1\|1 [0.948]
Rule 17/114: (17, lift 14.4)
PC3 > 1.640775
PC6 <= -2.059616
PC16 <= -0.9303704
PC50 <= -0.2168945
-> class 1\|1 [0.947]
Rule 17/115: (16, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.0486082
PC16 <= -0.5005724
-> class 1\|1 [0.944]
Rule 17/116: (24.7/0.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.5005724
PC60 <= 0.7851239
PC92 > 0.5065197
-> class 1\|1 [0.942]
Rule 17/117: (75.7/3.8, lift 14.2)
PC3 <= 0.6342455
PC6 > 5.1094
PC9 > 0.297108
PC19 > -0.6420646
PC22 > -2.402923
PC62 <= 0.6821539
-> class 1\|1 [0.939]
Rule 17/118: (82.3/5.5, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC6 <= 5.1094
PC8 > -3.073829
PC10 > -0.7280131
PC51 <= 1.23125
PC86 > 0.590965
-> class 1\|1 [0.923]
Rule 17/119: (186/16.3, lift 13.8)
PC2 <= 2.5099
PC3 > 0.7393595
PC7 > -9.345048
PC11 <= 2.038316
PC16 <= -0.5757822
PC19 <= 2.697729
PC38 <= 0.4655569
PC51 <= 0.744561
PC69 > -0.5836473
PC83 <= 0.5148818
PC99 <= 1.762854
-> class 1\|1 [0.908]
Rule 17/120: (34.1/2.5, lift 13.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC9 > 0.297108
PC51 <= 1.23125
PC62 > 0.6821539
-> class 1\|1 [0.903]
Rule 17/121: (40.6/3.5, lift 13.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC18 > 0.2115095
PC43 > 0.2268828
-> class 1\|1 [0.895]
Rule 17/122: (7.4, lift 13.6)
PC3 > 1.640775
PC16 <= -0.5005724
PC50 <= 0.4534797
PC60 <= 0.7851239
PC86 <= -2.270193
-> class 1\|1 [0.894]
Rule 17/123: (7.4, lift 13.5)
PC3 > 1.640775
PC15 > -1.470211
PC29 <= -0.3887536
PC50 <= -0.2168945
-> class 1\|1 [0.892]
Rule 17/124: (7.1, lift 13.5)
PC6 <= -2.199283
PC8 > -3.073829
PC10 <= -0.7280131
PC35 <= -0.6953393
-> class 1\|1 [0.890]
Rule 17/125: (6.2, lift 13.3)
PC1 > -0.430681
PC1 <= -0.2927148
PC3 <= 0.7393595
PC9 > 0.297108
PC10 > -0.7280131
-> class 1\|1 [0.878]
Rule 17/126: (113.7/13.2, lift 13.3)
PC3 > 0.7393595
PC10 > -0.7280131
PC16 <= 0.8894854
PC43 > 0.2268828
PC57 > -1.721336
PC79 > 0.1418131
-> class 1\|1 [0.877]
Rule 17/127: (9.7/0.6, lift 13.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC9 > 0.297108
PC40 <= 0.8153254
PC95 > 0.4803047
-> class 1\|1 [0.860]
Rule 17/128: (4.1, lift 12.7)
PC1 <= -0.430681
PC2 > -0.9262126
PC2 <= 2.5099
PC8 > -0.2284522
PC36 > 0.8240289
-> class 1\|1 [0.835]
Rule 17/129: (12.4/3.5, lift 10.4)
PC3 > 1.640775
PC6 <= -2.059616
PC15 > -1.470211
PC93 <= -0.9696231
-> class 1\|1 [0.688]
Rule 17/130: (197.3/70.5, lift 9.7)
PC1 > -0.430681
PC3 <= 0.7393595
PC6 > 5.1094
PC9 > 0.297108
PC40 <= 0.8153254
PC51 <= 1.23125
-> class 1\|1 [0.641]
Rule 17/131: (85, lift 15.1)
PC1 > 11.01179
PC3 <= 0.7393595
PC6 > -0.8999241
PC9 <= 0.297108
-> class 1\|2 [0.989]
Rule 17/132: (57.7, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.311192
PC50 > -0.2168945
-> class 1\|2 [0.983]
Rule 17/133: (53.8, lift 15.0)
PC3 > 0.7393595
PC13 <= 0.300224
PC19 <= 2.697729
PC69 > -0.5836473
PC99 > 1.762854
-> class 1\|2 [0.982]
Rule 17/134: (56.5, lift 15.0)
PC2 <= 2.5099
PC3 > 0.7393595
PC12 <= 2.712912
PC16 > -0.5757822
PC25 <= 0.3525581
PC95 <= -0.4974043
-> class 1\|2 [0.982]
Rule 17/135: (52.6, lift 15.0)
PC3 > 1.640775
PC16 > -0.5005724
PC22 <= -2.12056
PC50 > -0.2168945
PC65 > -0.6740059
-> class 1\|2 [0.982]
Rule 17/136: (215.2/3.7, lift 14.9)
PC3 > 1.640775
PC6 <= -2.059616
PC15 > -1.470211
PC16 > -0.9303704
PC29 > -0.3887536
PC50 <= -0.2168945
PC93 > -0.9696231
-> class 1\|2 [0.978]
Rule 17/137: (67.4/0.8, lift 14.9)
PC1 > 6.692906
PC6 > -2.199283
PC10 <= -0.7280131
PC35 <= -0.6953393
-> class 1\|2 [0.974]
Rule 17/138: (80.1/1.4, lift 14.8)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.073829
PC16 > -0.5757822
PC30 <= -0.6829464
PC57 > -1.721336
-> class 1\|2 [0.971]
Rule 17/139: (32.4, lift 14.8)
PC3 > 0.7393595
PC8 > -3.073829
PC16 > -0.5757822
PC27 > -0.205017
PC42 <= -0.4856086
PC73 <= 0.9018657
PC100 <= 0.5517913
-> class 1\|2 [0.971]
Rule 17/140: (127.8/3.3, lift 14.8)
PC3 > 0.7393595
PC9 > 1.468961
PC12 <= 2.712912
PC14 <= -0.6993386
PC16 > -0.5757822
PC30 > -0.6829464
PC96 <= 1.022792
PC99 <= 0.3972122
-> class 1\|2 [0.967]
Rule 17/141: (325.2/9.9, lift 14.8)
PC2 <= 2.5099
PC3 > 0.8452482
PC12 <= 2.712912
PC16 > -0.5757822
PC18 <= 0.2115095
PC43 > 0.2268828
PC79 <= 0.1418131
PC98 <= 4.234372
-> class 1\|2 [0.967]
Rule 17/142: (24.7, lift 14.7)
PC1 > -0.430681
PC1 <= 11.01179
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 <= 0.5831117
PC9 <= 0.297108
PC10 > -0.7280131
PC23 <= -0.2753389
PC40 <= 1.152568
-> class 1\|2 [0.962]
Rule 17/143: (70.6/1.9, lift 14.7)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 > -3.073829
PC9 <= 0.297108
PC30 > 0.2335071
PC46 <= -0.9208918
-> class 1\|2 [0.959]
Rule 17/144: (21.2, lift 14.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC13 <= 0.300224
PC16 <= -0.5757822
PC44 <= -0.8625963
-> class 1\|2 [0.957]
Rule 17/145: (197.3/7.6, lift 14.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC9 > -0.2584531
PC12 <= 2.712912
PC16 > 0.8894854
PC18 <= 0.2115095
PC43 > 0.2268828
PC98 <= 4.234372
-> class 1\|2 [0.957]
Rule 17/146: (24.1/0.2, lift 14.6)
PC2 <= 2.5099
PC7 <= -9.345048
-> class 1\|2 [0.953]
Rule 17/147: (17.9, lift 14.5)
PC3 > 0.7393595
PC30 > -0.6829464
PC43 <= 0.2268828
PC57 > -1.721336
PC73 > 0.9018657
-> class 1\|2 [0.950]
Rule 17/148: (51.1/2.1, lift 14.4)
PC2 <= 2.5099
PC3 > 0.7393595
PC8 > -3.073829
PC12 <= 2.712912
PC16 > -0.5757822
PC43 <= 0.2268828
PC57 > -1.721336
PC65 <= -0.1123941
-> class 1\|2 [0.941]
Rule 17/149: (47.7/2, lift 14.4)
PC1 > 1.128336
PC2 > 2.5099
PC50 <= -0.2168945
-> class 1\|2 [0.941]
Rule 17/150: (92.3/5.3, lift 14.3)
PC2 <= 2.5099
PC3 > 0.7393595
PC9 <= 1.468961
PC10 > -0.7280131
PC27 <= -0.205017
PC65 > -0.1123941
PC74 > -0.1963658
PC100 <= 0.5517913
-> class 1\|2 [0.934]
Rule 17/151: (105/6.2, lift 14.2)
PC3 > 0.7393595
PC7 <= -4.108215
PC10 > -0.7280131
PC16 > -0.5757822
PC25 <= 0.3525581
PC43 <= 0.2268828
PC57 > -1.721336
-> class 1\|2 [0.932]
Rule 17/152: (14.2/0.1, lift 14.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.5005724
PC50 > -0.2168945
PC83 <= -0.3876474
-> class 1\|2 [0.930]
Rule 17/153: (9.4, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.5005724
PC63 > -1.570807
PC65 <= -0.6740059
PC83 > -0.3876474
-> class 1\|2 [0.912]
Rule 17/154: (67.7/5.3, lift 13.9)
PC2 <= 2.5099
PC3 > 0.7393595
PC16 > -0.5757822
PC43 > -0.4297231
PC43 <= 0.2268828
PC100 > 0.5517913
-> class 1\|2 [0.910]
Rule 17/155: (36.3/2.8, lift 13.8)
PC3 > 0.7393595
PC11 > 2.038316
PC13 <= 0.300224
PC16 <= -0.5757822
-> class 1\|2 [0.901]
Rule 17/156: (118.2/11.3, lift 13.7)
PC1 > -0.430681
PC10 > -0.7280131
PC12 <= 2.712912
PC16 > -0.5757822
PC43 <= 0.2268828
PC57 > -1.721336
PC59 <= -0.9747494
-> class 1\|2 [0.898]
Rule 17/157: (47.6/4.8, lift 13.5)
PC1 > -0.430681
PC8 <= -3.073829
PC19 <= -1.342918
PC78 <= -0.1420228
-> class 1\|2 [0.884]
Rule 17/158: (6.4, lift 13.5)
PC3 > 1.640775
PC15 <= -1.470211
PC50 <= -0.2168945
PC93 > 0.7071595
-> class 1\|2 [0.881]
Rule 17/159: (12.5/2.4, lift 11.7)
PC2 <= 2.5099
PC3 > 0.7393595
PC10 > -0.7280131
PC16 <= -0.5757822
PC83 > 0.5148818
-> class 1\|2 [0.765]
Rule 17/160: (26.7/8.7, lift 10.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC9 > 0.297108
PC40 > 0.8153254
-> class 1\|2 [0.662]
Rule 17/161: (61.7/2.7, lift 16.7)
PC1 <= 1.128336
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.470211
PC93 <= 0.7071595
-> class 1\|3 [0.942]
Rule 17/162: (9.1, lift 16.1)
PC3 > 0.7393595
PC9 > 1.468961
PC14 > -0.6993386
PC16 > -0.5757822
PC30 > -0.6829464
PC43 <= 0.2268828
PC65 > -0.1123941
-> class 1\|3 [0.910]
Rule 17/163: (814.1/329.1, lift 10.5)
PC1 > -0.430681
PC3 > 0.7393595
PC8 > -3.073829
PC16 > -0.5757822
PC25 <= 0.3525581
PC43 <= 0.2268828
-> class 1\|3 [0.596]
Rule 17/164: (4386.3/3340.3, lift 4.2)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.239]
Rule 17/165: (146.4/0.2, lift 15.9)
PC6 > -2.491569
PC8 > 2.291764
PC11 > -0.6486088
PC21 > -0.2499169
PC21 <= 0.9623703
PC24 > -0.03955416
PC40 > -1.150464
PC46 <= 1.417094
PC54 > -1.804454
PC60 > -0.4210835
PC65 > -0.0702869
PC84 > -0.7763532
-> class 2\|0 [0.992]
Rule 17/166: (60.4/0.3, lift 15.7)
PC1 <= -0.430681
PC2 > -0.9262126
PC2 <= 2.5099
PC8 > -0.2284522
PC34 <= -0.3792612
PC36 > 0.09076007
-> class 2\|0 [0.979]
Rule 17/167: (62.6/0.5, lift 15.7)
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > -0.2499169
PC46 <= 1.475178
PC89 > 0.6152391
-> class 2\|0 [0.976]
Rule 17/168: (351.3/9.1, lift 15.6)
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > 0.9623703
PC46 <= 1.475178
PC54 > -1.804454
PC60 > -0.4210835
PC84 > -0.7763532
-> class 2\|0 [0.971]
Rule 17/169: (234.8/6.4, lift 15.6)
PC8 > 2.291764
PC11 > -0.6486088
PC18 <= 0.1540345
PC20 <= -0.1170666
PC21 > -0.2499169
PC46 <= 1.417094
PC54 > -1.804454
PC60 > -0.4210835
PC65 > -0.0702869
PC69 > -0.3268926
PC84 > -0.7763532
PC92 > -0.09681447
PC97 > -0.2823915
-> class 2\|0 [0.969]
Rule 17/170: (24.9, lift 15.5)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 > 0.5831117
PC9 <= 0.297108
PC19 > -1.637436
PC60 > -0.2256029
PC63 > -0.5050736
-> class 2\|0 [0.963]
Rule 17/171: (24.2, lift 15.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC15 <= -2.188156
PC21 > -0.2499169
PC96 > -0.138214
-> class 2\|0 [0.962]
Rule 17/172: (47.2/1.3, lift 15.3)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 > 0.5831117
PC9 <= 0.297108
PC19 <= -1.637436
PC63 > -0.5050736
-> class 2\|0 [0.954]
Rule 17/173: (297.6/14.6, lift 15.2)
PC2 > -2.891115
PC2 <= 2.5099
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > -0.2499169
PC46 <= 1.475178
PC60 > -0.4210835
-> class 2\|0 [0.948]
Rule 17/174: (20.9/0.6, lift 15.0)
PC1 <= -0.430681
PC2 <= -0.9262126
PC3 > -0.008502942
PC8 > -0.2284522
PC14 <= -0.02859959
-> class 2\|0 [0.932]
Rule 17/175: (97.9/7.4, lift 14.7)
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > -0.2499169
PC47 > 0.5981562
-> class 2\|0 [0.916]
Rule 17/176: (22.5/1.3, lift 14.6)
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > -0.2499169
PC46 <= 1.475178
PC60 <= -0.4210835
PC86 > 0.4020714
-> class 2\|0 [0.908]
Rule 17/177: (14.6/0.6, lift 14.5)
PC1 <= -0.430681
PC6 > -2.491569
PC8 > 2.291764
PC11 > 1.193678
PC12 > -1.728177
PC21 > -0.2499169
PC46 <= 1.475178
PC86 <= 0.4020714
PC89 <= 0.6152391
-> class 2\|0 [0.905]
Rule 17/178: (8.6, lift 14.4)
PC1 <= -0.430681
PC6 <= 2.972452
PC8 > 2.291764
PC11 > -0.6486088
PC12 > -1.728177
PC21 > -0.2499169
PC60 <= -0.4210835
PC86 <= 0.4020714
PC96 <= -0.138214
-> class 2\|0 [0.897]
Rule 17/179: (140.6/14.9, lift 14.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC14 <= -0.02859959
PC39 > -0.5457348
PC43 > 0.5397927
PC63 <= -0.06183665
-> class 2\|0 [0.888]
Rule 17/180: (18.1/3.2, lift 12.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC45 > 0.4583037
PC63 <= -0.06183665
-> class 2\|0 [0.793]
Rule 17/181: (21.4/5.8, lift 11.4)
PC2 <= 2.5099
PC4 > 0.1440638
PC10 <= -0.7280131
PC18 > 0.2091407
PC35 > -0.6953393
-> class 2\|0 [0.711]
Rule 17/182: (125.1, lift 10.6)
PC1 <= -0.430681
PC6 > -2.491569
PC8 > 2.291764
PC21 <= -0.2499169
-> class 2\|1 [0.992]
Rule 17/183: (110.3, lift 10.5)
PC1 <= -0.430681
PC8 > 0.6981995
PC8 <= 2.291764
PC63 > -0.06183665
PC78 <= -0.1017613
-> class 2\|1 [0.991]
Rule 17/184: (62.7, lift 10.5)
PC1 <= -0.430681
PC8 > 2.291764
PC20 > -0.1170666
PC21 <= 0.9623703
PC24 <= -0.03955416
-> class 2\|1 [0.985]
Rule 17/185: (247.3/2.9, lift 10.5)
PC1 <= -0.430681
PC6 > -2.491569
PC8 > 2.291764
PC11 <= 1.193678
PC15 > -2.188156
PC47 <= 0.5981562
PC60 <= -0.4210835
PC86 <= 0.4020714
PC89 <= 0.6152391
PC96 > -0.138214
-> class 2\|1 [0.984]
Rule 17/186: (58.6, lift 10.5)
PC1 <= -0.430681
PC2 <= -0.9262126
PC8 > 0.6981995
PC8 <= 2.291764
PC63 > -0.06183665
PC71 > 0.5044268
PC93 <= 0.4078081
-> class 2\|1 [0.983]
Rule 17/187: (56.7, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 2.972452
PC18 <= 0.1540345
PC21 <= 0.9623703
PC24 <= -0.03955416
PC54 > -1.804454
PC69 <= -0.3268926
-> class 2\|1 [0.981]
Rule 17/188: (323.5/5.6, lift 10.4)
PC2 <= -0.9262126
PC8 > 0.6981995
PC8 <= 2.291764
PC12 > -3.085381
PC16 <= 0.9959877
PC19 <= 3.266839
PC20 <= 0.1805726
PC37 > -0.538414
PC53 <= 0.5084541
PC60 > -1.073305
PC63 > -0.06183665
PC95 <= 0.1875394
PC99 <= 0.7569277
-> class 2\|1 [0.980]
Rule 17/189: (47.3, lift 10.4)
PC1 <= -0.430681
PC8 > 0.6981995
PC20 > 0.1805726
PC32 > 0.9336247
-> class 2\|1 [0.980]
Rule 17/190: (61/0.4, lift 10.4)
PC1 <= -0.430681
PC2 <= -0.9262126
PC8 > 0.6981995
PC25 <= 0.1105819
PC78 > -0.1017613
PC97 > 0.4767982
-> class 2\|1 [0.978]
Rule 17/191: (39.8, lift 10.4)
PC1 <= -0.430681
PC6 > 2.972452
PC8 > -0.2284522
PC12 > -1.728177
-> class 2\|1 [0.976]
Rule 17/192: (52.1/0.4, lift 10.4)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 > 0.5831117
PC9 <= 0.297108
PC19 > -1.637436
PC60 <= -0.2256029
PC63 > -0.5050736
-> class 2\|1 [0.974]
Rule 17/193: (90.2/1.6, lift 10.3)
PC2 <= 2.5099
PC3 <= -0.2340402
PC7 > -1.384673
PC13 <= 0.1497917
PC73 <= -1.507278
PC89 <= 1.179154
-> class 2\|1 [0.972]
Rule 17/194: (32.9, lift 10.3)
PC1 <= -0.430681
PC2 > -1.934819
PC2 <= -0.9262126
PC8 > -0.2284522
PC8 <= 0.6981995
PC73 > -0.3592803
-> class 2\|1 [0.971]
Rule 17/195: (97.6/1.9, lift 10.3)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -1.728177
-> class 2\|1 [0.971]
Rule 17/196: (30.9, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 0.6981995
PC54 <= -1.4495
PC63 > -0.06183665
-> class 2\|1 [0.970]
Rule 17/197: (31.3, lift 10.3)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9623703
PC60 > -0.4210835
PC65 <= -0.0702869
-> class 2\|1 [0.970]
Rule 17/198: (27.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC43 <= 0.5397927
PC49 <= 0.2476325
PC57 > 0.9605605
PC87 > -0.5103158
-> class 2\|1 [0.966]
Rule 17/199: (21.1, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -0.008502942
PC8 > -0.2284522
PC8 <= 2.291764
PC11 > -0.82685
PC14 <= -0.02859959
PC43 <= 0.5397927
PC45 <= 0.4583037
PC49 <= 0.2476325
PC63 <= -0.06183665
PC87 <= -0.5103158
-> class 2\|1 [0.957]
Rule 17/200: (20.6, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9623703
PC24 <= -0.03955416
PC92 <= -0.09681447
-> class 2\|1 [0.956]
Rule 17/201: (274.4/11.7, lift 10.1)
PC1 <= -0.430681
PC2 <= -0.9262126
PC8 > 1.515445
PC8 <= 2.291764
PC20 <= 0.1805726
PC40 > -1.494652
PC63 > -0.06183665
PC85 <= 1.237637
-> class 2\|1 [0.954]
Rule 17/202: (19.6, lift 10.1)
PC1 <= -0.430681
PC6 > -2.491569
PC8 > 2.291764
PC40 <= -1.150464
PC46 <= 1.417094
-> class 2\|1 [0.954]
Rule 17/203: (16.9, lift 10.1)
PC8 > -2.524922
PC8 <= -0.2284522
PC9 > 7.983715
PC100 > 3.495399
-> class 2\|1 [0.947]
Rule 17/204: (15.5, lift 10.0)
PC1 <= -0.430681
PC8 > 2.291764
PC84 <= -0.7763532
-> class 2\|1 [0.943]
Rule 17/205: (75.7/3.8, lift 10.0)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.6486088
-> class 2\|1 [0.939]
Rule 17/206: (17.1/0.2, lift 10.0)
PC1 > -0.430681
PC1 <= 11.01179
PC3 <= 0.7393595
PC8 > -3.073829
PC22 > -0.5599737
PC41 > 1.212682
PC67 > -0.404483
-> class 2\|1 [0.936]
Rule 17/207: (74.9/4.1, lift 9.9)
PC1 <= -0.430681
PC8 > 0.6981995
PC20 > 0.1805726
PC25 > 0.1105819
-> class 2\|1 [0.934]
Rule 17/208: (13.2, lift 9.9)
PC1 <= -0.430681
PC2 > -0.9262126
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC36 <= 0.09076007
-> class 2\|1 [0.934]
Rule 17/209: (12.1, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9623703
PC60 > -0.4210835
PC97 <= -0.2823915
-> class 2\|1 [0.929]
Rule 17/210: (114.9/7.4, lift 9.9)
PC1 <= -0.430681
PC2 <= -0.9262126
PC8 > -0.2284522
PC8 <= 2.291764
PC11 > -2.139097
PC14 > -0.02859959
PC24 <= 0.9762033
PC31 > -1.676091
PC63 <= -0.06183665
-> class 2\|1 [0.928]
Rule 17/211: (74.8/6.2, lift 9.6)
PC1 <= -0.430681
PC6 > -2.491569
PC8 > 2.291764
PC46 > 1.417094
-> class 2\|1 [0.907]
Rule 17/212: (8.7, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC18 > 0.1540345
PC21 <= 0.9623703
-> class 2\|1 [0.907]
Rule 17/213: (8.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC44 <= 1.138963
PC63 > 0.06488332
PC81 > 0.7084147
PC88 > -0.3134926
PC99 > -0.9007455
-> class 2\|1 [0.905]
Rule 17/214: (14.4/0.7, lift 9.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 > -3.073829
PC8 <= 0.5831117
PC40 > 1.152568
PC46 > -0.9208918
-> class 2\|1 [0.899]
Rule 17/215: (32.7/2.7, lift 9.5)
PC1 <= -0.430681
PC2 > -0.9262126
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC34 > -0.3792612
PC36 <= 0.8240289
PC75 > -0.3322806
-> class 2\|1 [0.893]
Rule 17/216: (7.2, lift 9.5)
PC2 <= 2.5099
PC8 > -0.2284522
PC63 > -0.06183665
PC73 > -0.3592803
PC73 <= -0.3576066
-> class 2\|1 [0.891]
Rule 17/217: (20.5/1.5, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 0.6981995
PC28 <= -0.09862774
PC73 > -0.3592803
-> class 2\|1 [0.888]
Rule 17/218: (74.3/7.6, lift 9.4)
PC1 <= -0.430681
PC2 <= -2.891115
PC8 > -0.2284522
PC21 > -0.2499169
PC54 <= -1.804454
-> class 2\|1 [0.887]
Rule 17/219: (52.1/5.2, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 0.6981995
PC19 <= 0.4249721
PC63 > -0.06183665
PC73 > -0.3592803
PC97 <= 0.03427543
-> class 2\|1 [0.885]
Rule 17/220: (68.2/7.3, lift 9.4)
PC3 <= -0.008502942
PC8 > 1.222998
PC8 <= 2.291764
PC34 > -0.1272166
PC45 <= 0.4583037
PC49 <= 0.2476325
PC57 <= 0.9605605
PC63 <= -0.06183665
-> class 2\|1 [0.882]
Rule 17/221: (36.5/4, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 0.6981995
PC34 > 0.7724203
PC63 > -0.06183665
-> class 2\|1 [0.870]
Rule 17/222: (108/16.3, lift 9.0)
PC2 <= -9.022285
-> class 2\|1 [0.843]
Rule 17/223: (40.4/7.1, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 0.6981995
PC11 > -3.430341
PC63 > -0.06183665
PC64 <= -0.04473955
PC73 > -0.3592803
-> class 2\|1 [0.808]
Rule 17/224: (45.6/14.7, lift 7.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC29 <= 0.3448451
PC34 > 1.098344
-> class 2\|1 [0.670]
Rule 17/225: (51.3/17.2, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC10 > -0.001583433
PC16 <= 1.844254
PC44 <= 1.138963
PC63 > 0.06488332
PC88 > -0.3134926
PC99 <= -0.9007455
-> class 2\|1 [0.659]
Rule 17/226: (58.7/20.8, lift 6.8)
PC2 <= -0.9262126
PC8 > -0.2284522
PC11 <= -0.82685
PC34 > -0.1272166
PC43 <= 0.5397927
PC45 <= 0.4583037
PC63 <= -0.06183665
-> class 2\|1 [0.640]
Rule 17/227: (61.4/0.8, lift 11.2)
PC1 > -0.430681
PC1 <= 11.01179
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 <= 0.5831117
PC9 <= 0.297108
PC10 > -0.7280131
PC23 > -0.2753389
PC40 <= 1.152568
PC41 <= 1.212682
PC46 > -0.9208918
PC82 > -0.01428698
PC97 <= 1.238189
-> class 2\|2 [0.972]
Rule 17/228: (17.1/0.2, lift 10.8)
PC1 <= -0.430681
PC6 > -0.001565208
PC8 > -2.524922
PC11 > -2.319353
PC32 <= -2.359806
PC34 <= 1.098344
-> class 2\|2 [0.938]
Rule 17/229: (119.3/7.4, lift 10.7)
PC2 > -9.022285
PC8 > -2.524922
PC8 <= -0.2284522
PC9 > 7.983715
PC55 > -1.279077
PC73 > -1.507278
PC100 <= 3.495399
-> class 2\|2 [0.931]
Rule 17/230: (7.6, lift 10.3)
PC1 <= -0.430681
PC6 > -0.001565208
PC8 > -2.524922
PC8 <= -0.2284522
PC11 > -2.319353
PC11 <= -2.295692
-> class 2\|2 [0.896]
Rule 17/231: (24.2/3.8, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.515445
PC20 <= 0.1805726
PC60 <= -1.073305
PC63 > -0.06183665
PC78 > -0.1017613
PC85 <= 1.237637
-> class 2\|2 [0.816]
Rule 17/232: (13933.8/12321.3, lift 1.3)
PC1 <= -0.430681
-> class 2\|2 [0.116]
Rule 17/233: (168.9, lift 8.0)
PC8 <= -2.524922
PC11 > -4.402146
PC29 > -0.1247233
PC34 <= 0.5222636
PC38 <= 0.273414
PC44 <= 0.8017431
PC68 > -2.899086
PC71 > -0.42316
PC78 > -0.1153233
PC83 <= 0.4984398
PC92 <= 0.1141942
PC96 <= 0.2890086
-> class 2\|3 [0.994]
Rule 17/234: (155.9, lift 8.0)
PC1 > -4.483057
PC1 <= -0.430681
PC8 <= -2.524922
PC53 > 0.9674099
PC57 > -0.3608842
PC68 <= 2.097775
PC69 <= 0.7187098
PC83 <= 0.4984398
-> class 2\|3 [0.994]
Rule 17/235: (104.1, lift 8.0)
PC2 <= 2.5099
PC8 <= -2.524922
PC34 <= 0.5222636
PC44 <= 0.8017431
PC69 > -0.2581146
PC80 <= -0.7858856
PC83 <= 0.4984398
-> class 2\|3 [0.991]
Rule 17/236: (99.7, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC9 <= 7.983715
PC16 > 1.844254
PC73 > -1.507278
-> class 2\|3 [0.990]
Rule 17/237: (93.3, lift 8.0)
PC2 <= 2.5099
PC8 <= -2.524922
PC69 > 0.7187098
PC96 <= 0.2890086
-> class 2\|3 [0.990]
Rule 17/238: (87.3, lift 8.0)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC36 > -11.39638
PC85 <= 0.4262402
PC88 > -0.2737846
-> class 2\|3 [0.989]
Rule 17/239: (127.5/0.4, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.524922
PC31 > 1.244208
PC38 <= 0.198645
PC73 > -1.507278
-> class 2\|3 [0.989]
Rule 17/240: (84.1, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.001565208
PC8 > -2.524922
PC8 <= -0.2284522
PC29 <= 0.3448451
PC33 > 0.2856929
PC34 <= 1.098344
PC48 > -2.973347
PC63 <= 0.06488332
-> class 2\|3 [0.988]
Rule 17/241: (139.9/0.9, lift 8.0)
PC1 > -4.483057
PC1 <= -0.430681
PC8 <= -2.524922
PC57 > -0.3608842
PC68 > -2.899086
PC87 > 0.7960278
PC96 <= 0.2890086
-> class 2\|3 [0.986]
Rule 17/242: (60.1, lift 7.9)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2284522
PC9 <= 7.983715
PC29 <= 0.3448451
PC63 > 0.06488332
PC73 > -1.507278
PC88 <= -0.3134926
-> class 2\|3 [0.984]
Rule 17/243: (74.1/0.2, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.524922
PC31 <= 1.244208
PC34 <= 0.5222636
PC39 > 0.1734345
PC57 > -0.3608842
PC68 <= 2.097775
PC69 > -0.2581146
PC83 <= 0.4984398
-> class 2\|3 [0.984]
Rule 17/244: (54, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC9 <= 7.983715
PC11 > -2.319353
PC29 > 0.01090754
PC57 > -0.3729455
PC83 <= -1.07633
-> class 2\|3 [0.982]
Rule 17/245: (159/2.2, lift 7.9)
PC1 <= -0.430681
PC8 <= -2.524922
PC11 > -4.402146
PC44 <= 0.8017431
PC49 > 0.1074089
PC57 > -0.3608842
PC83 <= 0.4984398
-> class 2\|3 [0.980]
Rule 17/246: (48.9/0.2, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC10 <= -0.001583433
PC29 <= 0.3448451
PC42 > -0.01178827
PC63 > 0.06488332
PC73 > -1.507278
-> class 2\|3 [0.976]
Rule 17/247: (215.4/4.4, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC11 <= -2.319353
PC34 <= 1.098344
PC57 > -0.3729455
PC63 <= 0.06488332
-> class 2\|3 [0.975]
Rule 17/248: (42/0.2, lift 7.9)
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC13 <= -0.6000391
PC57 > -0.3729455
PC63 <= 0.06488332
PC73 > -1.507278
-> class 2\|3 [0.974]
Rule 17/249: (47.2/0.4, lift 7.9)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC45 > 0.04705076
-> class 2\|3 [0.973]
Rule 17/250: (90/1.6, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= -0.5895425
PC8 > -2.524922
PC9 > -1.944796
PC9 <= 7.983715
PC29 > 0.01090754
PC29 <= 0.1991121
PC40 > -0.7111844
PC57 > -0.3729455
PC63 <= 0.06488332
PC88 <= 0.4057575
-> class 2\|3 [0.971]
Rule 17/251: (49.7/0.6, lift 7.8)
PC1 > -0.430681
PC1 <= 11.01179
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 > -3.073829
PC8 <= 0.5831117
PC9 <= 0.297108
PC22 > -0.5599737
PC23 > -0.2753389
PC46 > -0.9208918
PC67 > -0.404483
PC82 <= -0.01428698
-> class 2\|3 [0.970]
Rule 17/252: (31.1, lift 7.8)
PC8 <= -2.524922
PC25 > -0.1962945
PC31 <= 1.244208
PC57 <= -0.3608842
PC64 <= -0.5812867
PC69 > -0.2581146
-> class 2\|3 [0.970]
Rule 17/253: (30.1, lift 7.8)
PC2 <= 2.5099
PC8 <= -0.2284522
PC9 <= 7.983715
PC59 <= -0.3337213
PC63 <= 0.06488332
PC88 > 0.4057575
-> class 2\|3 [0.969]
Rule 17/254: (106/2.4, lift 7.8)
PC8 <= -2.524922
PC31 <= 1.244208
PC34 <= 0.5222636
PC49 <= 0.1074089
PC57 > -0.3608842
PC71 <= -0.42316
PC96 <= 0.2890086
-> class 2\|3 [0.969]
Rule 17/255: (26.9, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.001565208
PC7 > -0.5895425
PC8 <= -0.2284522
PC9 <= 7.983715
PC34 <= 1.098344
PC57 > -0.3729455
PC62 <= -1.529733
-> class 2\|3 [0.965]
Rule 17/256: (24.9, lift 7.8)
PC1 <= 11.01179
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 <= 0.5831117
PC9 <= 0.297108
PC10 > -0.7280131
PC40 <= 1.152568
PC97 > 1.238189
-> class 2\|3 [0.963]
Rule 17/257: (421.5/18.5, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC9 <= 4.111977
PC10 > -1.032567
PC10 <= 0.3729143
PC12 <= 1.213876
PC24 > -0.0796155
PC29 > -0.1247233
PC39 <= 0.1734345
PC44 <= 0.8017431
PC56 > -0.8251416
PC64 <= 0.1475832
PC68 <= 2.097775
PC78 <= -0.1153233
PC83 <= 0.4984398
PC92 > -0.2527241
PC99 > -0.831757
-> class 2\|3 [0.954]
Rule 17/258: (212.7/9.1, lift 7.7)
PC1 > -4.483057
PC1 <= -0.430681
PC8 <= -2.524922
PC57 > -0.3608842
PC69 > -0.2581146
PC92 > 0.1141942
PC96 <= 0.2890086
-> class 2\|3 [0.953]
Rule 17/259: (19.3, lift 7.7)
PC1 > -4.483057
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > 1.409986
PC8 <= -0.2284522
PC31 <= 1.244208
PC44 > 0.8017431
PC57 > -0.3608842
PC69 <= 0.7187098
PC73 > -1.507278
PC92 <= 0.1141942
-> class 2\|3 [0.953]
Rule 17/260: (15.6, lift 7.6)
PC8 <= -2.524922
PC57 > -0.3608842
PC83 > 0.4984398
PC87 <= 0.7960278
PC98 > 0.2389743
-> class 2\|3 [0.943]
Rule 17/261: (14.7, lift 7.6)
PC1 > -0.430681
PC8 <= -3.073829
PC19 > 3.673504
-> class 2\|3 [0.940]
Rule 17/262: (29.2/0.9, lift 7.6)
PC1 <= -0.430681
PC8 <= -2.524922
PC83 > 0.4984398
PC89 > 0.3709087
PC96 <= 0.2890086
-> class 2\|3 [0.939]
Rule 17/263: (86.4/4.4, lift 7.6)
PC1 <= -0.430681
PC8 <= -2.524922
PC31 > 1.244208
PC73 > -1.507278
PC92 > -0.2070015
-> class 2\|3 [0.939]
Rule 17/264: (25.9/0.8, lift 7.5)
PC8 <= -0.2284522
PC35 > 1.265527
PC44 > 0.8017431
PC57 > -0.3608842
PC69 > -0.2581146
PC92 <= 0.1141942
-> class 2\|3 [0.934]
Rule 17/265: (329.7/21.7, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.001565208
PC8 > -2.524922
PC8 <= -0.2284522
PC12 <= 0.9498935
PC29 <= 0.3448451
PC57 > -0.3729455
PC63 <= 0.06488332
PC73 <= 0.4049369
-> class 2\|3 [0.931]
Rule 17/266: (12.5, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= -1.384673
PC73 <= -1.507278
-> class 2\|3 [0.931]
Rule 17/267: (294.9/19.9, lift 7.5)
PC1 <= -0.430681
PC8 <= -2.524922
PC19 > -1.845319
PC31 <= 1.244208
PC57 > -0.3608842
PC96 > 0.2890086
-> class 2\|3 [0.930]
Rule 17/268: (11.7, lift 7.5)
PC8 <= -0.2284522
PC9 > 7.983715
PC66 <= -1.557245
PC73 > -1.507278
-> class 2\|3 [0.927]
Rule 17/269: (24.7/1.1, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC14 <= -0.02859959
PC39 <= -0.5457348
PC63 <= -0.06183665
-> class 2\|3 [0.922]
Rule 17/270: (8.7, lift 7.3)
PC1 <= -0.430681
PC8 <= -0.2284522
PC9 <= 7.983715
PC26 > 3.401611
PC63 > 0.06488332
-> class 2\|3 [0.907]
Rule 17/271: (91.4/8.1, lift 7.3)
PC1 <= -0.430681
PC6 > -0.001565208
PC8 > -2.524922
PC8 <= -0.2284522
PC57 > -0.3729455
PC87 > 0.4319785
PC88 <= 0.4057575
-> class 2\|3 [0.902]
Rule 17/272: (227.4/24.8, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC9 <= 7.983715
PC29 <= 0.01090754
PC57 > -0.3729455
PC63 <= 0.06488332
PC88 <= 0.4057575
PC89 > -0.3218621
-> class 2\|3 [0.888]
Rule 17/273: (19.7/3.6, lift 6.4)
PC2 <= 2.5099
PC8 <= -0.2284522
PC19 > -2.711913
PC68 <= -2.899086
PC73 > -1.507278
-> class 2\|3 [0.787]
Rule 17/274: (24.7/6.5, lift 5.8)
PC1 <= -0.430681
PC2 <= -0.9262126
PC8 > -0.2284522
PC8 <= 2.291764
PC14 <= -0.02859959
PC34 <= -0.1272166
PC43 <= 0.5397927
PC63 <= -0.06183665
-> class 2\|3 [0.718]
Rule 17/275: (25.7/7, lift 5.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 2.291764
PC11 > -0.82685
PC14 <= -0.02859959
PC43 <= 0.5397927
PC45 <= 0.4583037
PC49 > 0.2476325
PC63 <= -0.06183665
-> class 2\|3 [0.712]
Rule 17/276: (170.9, lift 15.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC19 <= -2.711913
PC68 <= -2.899086
-> class 2\|4 [0.994]
Rule 17/277: (260.2/0.7, lift 15.3)
PC1 <= -0.430681
PC11 <= -4.402146
-> class 2\|4 [0.994]
Rule 17/278: (228.7/0.6, lift 15.3)
PC2 <= 2.5099
PC8 <= -2.524922
PC31 <= 1.244208
PC61 > -0.1675494
PC83 > 0.4984398
PC87 <= 0.7960278
PC89 <= 0.3709087
PC92 <= 0.1141942
PC98 <= 0.2389743
-> class 2\|4 [0.993]
Rule 17/279: (83.6/0.4, lift 15.2)
PC2 <= 2.5099
PC8 <= -2.524922
PC24 <= -0.0796155
PC31 <= 1.244208
PC49 <= 0.1074089
PC57 > -0.3608842
PC71 > -0.42316
PC73 > -1.507278
PC78 <= -0.1153233
PC96 <= 0.2890086
-> class 2\|4 [0.984]
Rule 17/280: (91.8/0.6, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC19 <= 3.673504
PC45 <= 0.04705076
PC85 > 0.4262402
-> class 2\|4 [0.983]
Rule 17/281: (77.2/0.6, lift 15.1)
PC1 <= -0.430681
PC8 <= -2.524922
PC25 <= 0.272321
PC31 <= 1.244208
PC68 > -2.899086
PC69 <= -0.2581146
PC82 <= 0.0809856
-> class 2\|4 [0.980]
Rule 17/282: (39.3, lift 15.1)
PC8 <= -2.524922
PC12 <= 1.213876
PC31 <= 1.244208
PC53 <= 0.9674099
PC56 <= -0.8251416
PC69 > -0.2581146
PC71 > -0.42316
PC92 <= 0.1141942
PC96 <= 0.2890086
-> class 2\|4 [0.976]
Rule 17/283: (104.3/2.1, lift 15.0)
PC2 <= 2.5099
PC8 <= -0.2284522
PC12 > 1.213876
PC31 <= 1.244208
PC49 <= 0.1074089
PC53 <= 0.9674099
PC57 > -0.3608842
PC78 <= -0.1153233
PC92 <= 0.1141942
-> class 2\|4 [0.971]
Rule 17/284: (32.3, lift 14.9)
PC8 <= -2.524922
PC11 > -4.402146
PC49 <= 0.1074089
PC68 > 2.097775
PC71 > -0.42316
PC80 > -0.7858856
PC87 <= 0.7960278
PC92 <= 0.1141942
-> class 2\|4 [0.969]
Rule 17/285: (183.2/5, lift 14.9)
PC5 <= 1.409986
PC8 <= -2.524922
PC31 <= 1.244208
PC35 <= 1.265527
PC44 > 0.8017431
PC57 > -0.3608842
PC69 <= 0.7187098
PC87 <= 0.7960278
PC92 <= 0.1141942
PC96 <= 0.2890086
-> class 2\|4 [0.967]
Rule 17/286: (55.9/1, lift 14.9)
PC2 <= 2.5099
PC8 <= -2.524922
PC29 <= -0.1247233
PC31 <= 1.244208
PC39 <= 0.1734345
PC49 <= 0.1074089
PC71 > -0.42316
PC92 <= 0.1141942
-> class 2\|4 [0.966]
Rule 17/287: (25.2, lift 14.9)
PC1 <= -0.430681
PC8 <= -2.524922
PC57 > -0.3608842
PC69 > -0.2581146
PC69 <= 0.7187098
PC71 > -0.42316
PC78 <= -0.1153233
PC92 <= -0.2527241
PC96 <= 0.2890086
-> class 2\|4 [0.963]
Rule 17/288: (30.1/0.2, lift 14.8)
PC8 <= -2.524922
PC9 > 4.111977
PC29 > -0.1247233
PC31 <= 1.244208
PC39 <= 0.1734345
PC49 <= 0.1074089
PC73 > -1.507278
PC78 <= -0.1153233
PC92 <= 0.1141942
-> class 2\|4 [0.962]
Rule 17/289: (19.8, lift 14.7)
PC1 <= -0.430681
PC8 <= -2.524922
PC12 <= 1.213876
PC39 <= 0.1734345
PC49 <= 0.1074089
PC71 > -0.42316
PC78 <= -0.1153233
PC80 > -0.7858856
PC92 <= 0.1141942
PC99 <= -0.831757
-> class 2\|4 [0.952]
Rule 17/290: (23.7/0.2, lift 14.7)
PC1 <= -4.483057
PC8 <= -2.524922
PC57 > -0.3608842
-> class 2\|4 [0.951]
Rule 17/291: (14.6, lift 14.5)
PC1 <= -0.430681
PC8 <= -2.524922
PC19 <= -1.845319
PC96 > 0.2890086
-> class 2\|4 [0.940]
Rule 17/292: (24.9/0.6, lift 14.5)
PC1 <= -0.430681
PC8 <= -2.524922
PC12 <= 1.213876
PC31 <= 1.244208
PC49 <= 0.1074089
PC53 <= 0.9674099
PC64 > 0.1475832
PC78 <= -0.1153233
PC87 <= 0.7960278
PC96 <= 0.2890086
-> class 2\|4 [0.939]
Rule 17/293: (93.4/6.6, lift 14.2)
PC8 <= -2.524922
PC10 > 0.3729143
PC11 > -4.402146
PC24 > -0.0796155
PC34 <= 0.5222636
PC39 <= 0.1734345
PC49 <= 0.1074089
PC57 > -0.3608842
PC71 > -0.42316
PC80 > -0.7858856
PC87 <= 0.7960278
PC92 <= 0.1141942
PC96 <= 0.2890086
-> class 2\|4 [0.921]
Rule 17/294: (9.6, lift 14.1)
PC36 <= -11.39638
-> class 2\|4 [0.914]
Rule 17/295: (8.9, lift 14.0)
PC2 <= 2.5099
PC8 > -2.524922
PC9 <= 7.983715
PC48 <= -2.973347
PC57 > -0.3729455
PC63 <= 0.06488332
PC68 > -2.899086
-> class 2\|4 [0.908]
Rule 17/296: (99.2/9, lift 13.9)
PC2 <= 2.5099
PC10 <= -1.032567
PC49 <= 0.1074089
PC57 > -0.3608842
PC71 > -0.42316
PC78 <= -0.1153233
PC92 <= 0.1141942
PC99 > -0.831757
-> class 2\|4 [0.901]
Rule 17/297: (15.7/1, lift 13.7)
PC1 <= -0.430681
PC8 <= -2.524922
PC25 <= -0.1962945
PC31 <= 1.244208
PC57 <= -0.3608842
PC68 > -2.899086
-> class 2\|4 [0.886]
Rule 17/298: (43.4/4.3, lift 13.6)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.073829
PC19 > -1.342918
PC88 <= -0.2737846
-> class 2\|4 [0.882]
Rule 17/299: (45.3/5.8, lift 13.2)
PC1 <= -0.430681
PC6 > -0.001565208
PC8 > -2.524922
PC8 <= -0.2284522
PC11 > -2.319353
PC63 <= 0.06488332
PC73 > 0.4049369
PC87 <= 0.4319785
-> class 2\|4 [0.857]
Rule 17/300: (47.9/9.4, lift 12.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.524922
PC8 <= -0.2284522
PC29 > 0.3448451
PC73 > -1.507278
PC78 <= 1.069673
-> class 2\|4 [0.792]
Default class: 2\|3
----- Trial 18: -----
Rules:
Rule 18/1: (121.7, lift 16.6)
PC4 > -8.007588
PC8 > -0.04315386
PC9 > -0.6660272
PC17 > 0.3734223
PC18 > 2.052136
PC19 > -0.225473
PC19 <= -0.01314509
PC33 <= 3.110674
PC34 > -1.502067
PC44 <= 1.229269
PC86 > 0.2678633
PC97 <= 0.3049408
-> class 0\|0 [0.992]
Rule 18/2: (364.8/4.3, lift 16.5)
PC4 > -8.007588
PC8 > -0.04315386
PC10 <= 6.479989
PC18 > 2.052136
PC19 <= -0.01314509
PC21 > -0.9618724
PC25 <= 1.01915
PC33 <= 3.110674
PC34 > -1.502067
PC44 <= 1.229269
PC97 <= 0.3049408
PC99 > -0.04279222
-> class 0\|0 [0.986]
Rule 18/3: (149/1.1, lift 16.5)
PC4 > -8.007588
PC10 <= 6.479989
PC18 > 2.052136
PC21 > -0.9618724
PC33 <= 3.110674
PC34 > -1.502067
PC56 <= 1.226105
PC59 > -1.661277
PC67 <= 0.4768276
PC91 > 0.640734
PC98 > -2.16219
-> class 0\|0 [0.986]
Rule 18/4: (70.6, lift 16.5)
PC4 > -6.789236
PC8 > -0.04315386
PC18 > 2.052136
PC19 <= -0.01314509
PC20 <= 4.504586
PC26 <= 0.5424851
PC31 <= 0.2146275
PC51 <= 0.2274784
PC59 > -1.661277
PC97 > 0.3049408
-> class 0\|0 [0.985]
Rule 18/5: (101.7/1, lift 16.4)
PC2 > 2.5099
PC10 <= 6.479989
PC18 > 2.052136
PC25 <= 1.01915
PC28 <= 2.536077
PC54 <= -1.248252
-> class 0\|0 [0.981]
Rule 18/6: (39.3, lift 16.3)
PC10 <= 6.479989
PC18 > 2.052136
PC33 <= 3.110674
PC57 > 1.220079
PC59 <= -1.661277
-> class 0\|0 [0.976]
Rule 18/7: (324.3/6.8, lift 16.3)
PC4 > -8.007588
PC8 > -0.04315386
PC17 > 0.3734223
PC18 > 2.052136
PC19 > -0.225473
PC19 <= -0.01314509
PC28 <= 0.7267735
PC33 <= 3.110674
PC41 <= 0.08692545
PC97 <= 0.3049408
-> class 0\|0 [0.976]
Rule 18/8: (53.3/0.4, lift 16.3)
PC8 <= -0.04315386
PC18 > 2.052136
PC33 <= 3.110674
PC34 > -1.502067
PC53 > -2.730219
PC54 > -1.248252
PC61 <= -0.3383714
PC71 <= -0.1793386
PC91 <= 0.4150328
-> class 0\|0 [0.974]
Rule 18/9: (34.3/0.1, lift 16.2)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC14 > -1.775794
PC18 > -0.6070462
PC72 > 1.173719
PC83 > -4.32544
PC84 <= 1.93205
-> class 0\|0 [0.969]
Rule 18/10: (50.7/0.7, lift 16.2)
PC4 <= -8.007588
PC18 > 2.052136
PC54 <= -0.7889446
-> class 0\|0 [0.968]
Rule 18/11: (26.9, lift 16.2)
PC5 > 1.904957
PC10 <= 6.479989
PC18 > 2.052136
PC25 <= 1.01915
PC34 <= -1.502067
PC59 > -1.661277
PC67 <= 0.4768276
PC78 <= 2.020816
PC91 <= 2.867553
-> class 0\|0 [0.965]
Rule 18/12: (25.9/0.2, lift 16.0)
PC4 <= -8.007588
PC18 > 2.052136
PC94 > 0.6029109
-> class 0\|0 [0.958]
Rule 18/13: (21.5, lift 16.0)
PC2 > 2.5099
PC6 > 0.2621525
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
-> class 0\|0 [0.957]
Rule 18/14: (17.6, lift 15.9)
PC2 > 2.5099
PC18 > 2.052136
PC25 <= 1.01915
PC34 <= -1.502067
PC59 > -1.661277
PC78 <= -0.04619199
PC91 <= 2.867553
-> class 0\|0 [0.949]
Rule 18/15: (13.2, lift 15.6)
PC5 <= -0.756663
PC18 > 2.052136
PC30 > -1.59225
-> class 0\|0 [0.934]
Rule 18/16: (11, lift 15.5)
PC14 > 0.5644688
PC18 <= 2.052136
PC30 > 4.595319
-> class 0\|0 [0.923]
Rule 18/17: (14.8/0.5, lift 15.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC18 > -0.6070462
PC40 <= -2.018949
PC41 > 0.309672
-> class 0\|0 [0.913]
Rule 18/18: (9.3, lift 15.3)
PC4 > 5.573752
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC31 > 0.1581759
-> class 0\|0 [0.912]
Rule 18/19: (95.7/19.1, lift 13.3)
PC2 > 2.5099
PC10 <= 6.479989
PC18 > 2.052136
PC25 <= 1.01915
PC30 <= -1.59225
PC67 <= 0.4768276
PC91 <= 2.867553
-> class 0\|0 [0.795]
Rule 18/20: (268.1/56.9, lift 13.2)
PC2 > 2.5099
PC2 <= 7.05362
PC3 <= 1.640775
PC4 <= 5.573752
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
-> class 0\|0 [0.786]
Rule 18/21: (23.2/4.5, lift 13.1)
PC4 <= -8.007588
PC18 > 2.052136
PC30 <= 0.2418079
PC36 > -0.7601717
-> class 0\|0 [0.781]
Rule 18/22: (128.1, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.08532713
PC18 > -0.6070462
PC18 <= 2.052136
PC43 <= -0.05623216
PC77 <= 0.03407777
-> class 0\|1 [0.992]
Rule 18/23: (121.3, lift 12.2)
PC4 <= -8.007588
PC18 > 2.052136
PC30 > 0.2418079
PC54 > -0.7889446
-> class 0\|1 [0.992]
Rule 18/24: (90.6, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= 0.4319536
PC9 <= 0.4660531
PC17 > -2.071882
PC18 <= -0.6070462
PC28 <= 0.6745924
PC30 > -0.5798313
PC50 > -0.5060346
PC55 > 0.2063086
PC92 <= 0.4193746
-> class 0\|1 [0.989]
Rule 18/25: (75.5, lift 12.1)
PC10 <= 6.479989
PC18 > 2.052136
PC56 > 1.226105
PC59 > -1.661277
-> class 0\|1 [0.987]
Rule 18/26: (58.2, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 0.1661444
PC43 <= -0.05623216
PC72 <= 1.173719
PC94 > 0.4347816
-> class 0\|1 [0.983]
Rule 18/27: (92.7/1.2, lift 12.0)
PC4 <= -8.007588
PC5 > -0.756663
PC18 > 2.052136
PC30 > -1.59225
PC36 <= -0.7601717
PC94 <= 0.6029109
-> class 0\|1 [0.977]
Rule 18/28: (42.4, lift 12.0)
PC10 <= 6.479989
PC18 > 2.052136
PC54 > -1.248252
PC98 <= -2.16219
-> class 0\|1 [0.977]
Rule 18/29: (91.4/1.4, lift 11.9)
PC2 > 2.5099
PC2 <= 7.05362
PC6 <= 0.2621525
PC10 > -7.880063
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC30 <= -0.7421157
PC51 <= 0.7482569
-> class 0\|1 [0.974]
Rule 18/30: (34.1, lift 11.9)
PC3 <= 1.640775
PC10 <= 6.479989
PC18 > -0.6070462
PC25 <= 1.01915
PC28 > 0.7267735
PC34 > -1.502067
PC54 > -1.248252
PC59 > -1.661277
PC86 <= 0.2678633
PC91 <= 0.640734
PC97 <= 0.3049408
PC99 <= -0.04279222
-> class 0\|1 [0.971]
Rule 18/31: (34.7, lift 11.9)
PC14 > -1.775794
PC18 > 2.052136
PC25 <= 1.01915
PC91 > 2.867553
-> class 0\|1 [0.971]
Rule 18/32: (51.7/0.7, lift 11.9)
PC2 > 2.5099
PC10 <= 6.479989
PC18 > 2.052136
PC54 > -1.248252
PC67 > 0.4768276
-> class 0\|1 [0.968]
Rule 18/33: (80.6/2, lift 11.8)
PC2 > 2.5099
PC4 > -8.007588
PC8 <= -0.04315386
PC10 <= 6.479989
PC14 > -1.775794
PC18 > 2.052136
PC21 > -0.9618724
PC59 > -1.661277
PC61 > -0.3383714
PC91 <= 0.640734
-> class 0\|1 [0.964]
Rule 18/34: (331.7/11.4, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5644688
PC18 > 0.1661444
PC18 <= 2.052136
PC42 <= 1.231999
PC43 <= 0.99858
PC64 <= 0.9518279
PC72 <= 1.173719
PC76 > -1.71424
PC83 > -4.32544
PC84 <= 1.93205
PC90 > -2.324221
PC92 <= 1.129374
PC93 > -1.236317
-> class 0\|1 [0.963]
Rule 18/35: (175.1/5.9, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC21 <= 0.6288067
PC42 <= 1.702321
PC72 <= 1.173719
PC76 > -1.71424
PC77 > 0.03407777
PC84 <= 1.93205
PC90 > -2.324221
PC92 <= 1.129374
-> class 0\|1 [0.961]
Rule 18/36: (218.8/8.5, lift 11.7)
PC2 <= 7.05362
PC4 > 5.573752
PC6 <= 0.2621525
PC10 > -7.880063
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC30 <= 4.595319
PC31 <= 0.1581759
PC40 > -2.018949
PC51 <= 0.7482569
-> class 0\|1 [0.957]
Rule 18/37: (30/0.4, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= -0.04315386
PC10 <= 6.479989
PC18 > -0.6070462
PC25 <= 1.01915
PC59 > -1.661277
PC67 <= 0.4768276
PC91 > 0.4150328
PC91 <= 0.640734
-> class 0\|1 [0.956]
Rule 18/38: (29.1/0.4, lift 11.7)
PC4 > -8.007588
PC8 > -0.04315386
PC10 <= 6.479989
PC18 > 2.052136
PC19 <= -0.225473
PC54 > -1.248252
PC59 > -1.661277
PC91 <= 0.640734
PC99 <= -0.04279222
-> class 0\|1 [0.956]
Rule 18/39: (21.1, lift 11.7)
PC14 > -1.775794
PC18 > 2.052136
PC19 > -0.225473
PC34 > -1.502067
PC41 > 0.08692545
PC86 <= 0.2678633
PC91 <= 0.640734
PC97 <= 0.3049408
-> class 0\|1 [0.956]
Rule 18/40: (20.3, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.789236
PC8 > -0.04315386
PC10 <= 6.479989
PC19 <= -0.01314509
PC26 > 0.5424851
PC91 <= 0.640734
PC97 > 0.3049408
-> class 0\|1 [0.955]
Rule 18/41: (80.7/2.9, lift 11.7)
PC5 <= 1.904957
PC10 <= 6.479989
PC18 > 2.052136
PC34 <= -1.502067
PC59 > -1.661277
PC67 <= 0.2726204
PC78 > -0.04619199
-> class 0\|1 [0.952]
Rule 18/42: (18.3, lift 11.7)
PC4 > -8.007588
PC17 <= 0.3734223
PC18 > 2.052136
PC21 > -0.9618724
PC54 > -1.248252
PC91 <= 0.640734
PC99 <= -0.04279222
-> class 0\|1 [0.951]
Rule 18/43: (18.4, lift 11.7)
PC14 > -1.775794
PC18 > 2.052136
PC25 <= 1.01915
PC78 > 2.020816
PC83 > -4.32544
-> class 0\|1 [0.951]
Rule 18/44: (17.4, lift 11.6)
PC4 <= -6.789236
PC18 > 2.052136
PC21 > -0.9618724
PC54 > -1.248252
PC91 <= 0.640734
PC97 > 0.3049408
-> class 0\|1 [0.948]
Rule 18/45: (65.1/2.7, lift 11.6)
PC8 <= -0.04315386
PC10 <= 6.479989
PC18 > 2.052136
PC34 > -1.502067
PC54 > -1.248252
PC59 > -1.661277
PC71 > -0.1793386
PC91 <= 0.640734
-> class 0\|1 [0.945]
Rule 18/46: (20.1/0.3, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7113439
PC46 > -1.318277
PC90 > -1.573314
PC94 > 1.08171
-> class 0\|1 [0.942]
Rule 18/47: (14.6, lift 11.5)
PC10 <= 6.479989
PC14 > -1.775794
PC18 > 2.052136
PC31 > 0.2146275
PC91 <= 0.640734
PC97 > 0.3049408
-> class 0\|1 [0.940]
Rule 18/48: (18.9/0.3, lift 11.5)
PC2 > 2.5099
PC10 <= 6.479989
PC18 > 2.052136
PC34 > -1.502067
PC44 > 1.229269
PC91 <= 0.640734
-> class 0\|1 [0.939]
Rule 18/49: (28.2/0.9, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 5.573752
PC13 <= 1.65137
PC14 > 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC97 > 0.8802301
-> class 0\|1 [0.937]
Rule 18/50: (70.5/4.4, lift 11.3)
PC2 > 2.5099
PC10 <= 6.479989
PC18 > 2.052136
PC33 > 3.110674
-> class 0\|1 [0.925]
Rule 18/51: (105.9/10.1, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.6513243
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC43 <= -0.05623216
PC44 <= 0.5827345
PC76 > -1.71424
PC90 > -2.324221
PC92 <= -0.2738752
-> class 0\|1 [0.897]
Rule 18/52: (6.8, lift 10.9)
PC8 > -0.04315386
PC20 > 4.504586
PC91 <= 0.640734
PC97 > 0.3049408
-> class 0\|1 [0.887]
Rule 18/53: (41.4/4.8, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.6070462
PC46 <= -1.318277
PC68 > 0.3002543
-> class 0\|1 [0.867]
Rule 18/54: (19.2/1.9, lift 10.6)
PC4 > -8.007588
PC14 > -1.775794
PC18 > 2.052136
PC21 <= -0.9618724
PC54 > -1.248252
PC59 > -1.661277
-> class 0\|1 [0.865]
Rule 18/55: (26.3/2.9, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.6432343
PC13 > 0.8868229
PC68 > 0.1556149
-> class 0\|1 [0.862]
Rule 18/56: (195.6/43.8, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.04315386
PC9 > -0.6660272
PC18 > -0.6070462
PC19 > -0.01314509
PC44 <= 1.229269
PC91 <= 0.640734
-> class 0\|1 [0.773]
Rule 18/57: (44.8/12.9, lift 8.6)
PC10 <= 6.479989
PC18 > 2.052136
PC54 > -1.248252
PC57 <= 1.220079
PC59 <= -1.661277
-> class 0\|1 [0.702]
Rule 18/58: (33.7/14.2, lift 7.0)
PC10 > 6.479989
PC13 <= 8.891523
PC14 > -1.775794
PC18 > 2.052136
-> class 0\|1 [0.573]
Rule 18/59: (429.2/380.8, lift 1.4)
PC53 > 2.53406
-> class 0\|1 [0.115]
Rule 18/60: (100.9, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 0.1661444
PC40 > -2.018949
PC43 > -0.05623216
PC76 > -1.71424
PC84 <= 1.93205
-> class 0\|2 [0.990]
Rule 18/61: (73.5, lift 9.7)
PC2 > 2.5099
PC9 > 0.6432343
PC11 > -2.02319
PC18 <= -0.6070462
PC63 <= 3.273162
PC68 <= 0.1556149
-> class 0\|2 [0.987]
Rule 18/62: (55, lift 9.6)
PC4 > 9.177967
PC18 <= -1.757131
PC63 <= 3.273162
-> class 0\|2 [0.982]
Rule 18/63: (63.3/0.2, lift 9.6)
PC3 <= 1.640775
PC18 > -1.757131
PC18 <= -0.6070462
PC20 > -2.961314
PC30 <= -1.767998
PC38 <= 1.611627
PC46 <= 0.6460541
PC55 <= 0.2063086
PC66 > -1.175056
PC85 > -0.9698292
-> class 0\|2 [0.981]
Rule 18/64: (40.2, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC14 <= 0.5644688
PC18 > -0.6070462
PC18 <= 2.052136
PC72 <= 1.173719
PC90 <= -2.324221
-> class 0\|2 [0.976]
Rule 18/65: (59.6/0.5, lift 9.5)
PC2 > 2.5099
PC15 <= -0.4428789
PC16 <= 2.647492
PC30 <= 2.365672
PC40 > -2.798079
PC55 <= 0.2063086
PC71 > -0.9827021
PC85 > -0.9698292
PC93 > -0.05935736
PC93 <= 0.8289557
PC94 > 0.4635939
-> class 0\|2 [0.975]
Rule 18/66: (34.1, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC30 <= 2.365672
PC38 <= 1.611627
PC40 > -2.798079
PC46 <= 0.6460541
PC55 <= 0.2063086
PC87 <= -1.187506
-> class 0\|2 [0.972]
Rule 18/67: (22, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7113439
PC16 <= 2.647492
PC19 > 0.3385953
PC38 <= 1.611627
PC63 <= 3.273162
PC85 > -0.9698292
-> class 0\|2 [0.958]
Rule 18/68: (40.4/3.7, lift 8.7)
PC2 > 2.5099
PC13 <= 1.65137
PC18 > 0.1661444
PC18 <= 2.052136
PC76 > -1.71424
PC77 <= 0.03407777
PC83 > -4.32544
PC84 <= 1.93205
PC93 <= -1.236317
-> class 0\|2 [0.890]
Rule 18/69: (7911/5872.4, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.258]
Rule 18/70: (142.1, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 9.177967
PC9 <= 0.6432343
PC18 <= -1.757131
PC30 <= 1.092767
PC38 <= 1.611627
PC49 <= 0.9755357
PC86 <= 0.714521
PC96 <= -0.579769
-> class 0\|3 [0.993]
Rule 18/71: (123.4, lift 10.5)
PC1 > -0.8805534
PC4 > -7.746524
PC4 <= 9.177967
PC7 > -0.6048303
PC18 <= -1.757131
PC30 <= 2.365672
PC49 <= 0.9755357
PC55 <= 0.2063086
PC87 > -1.187506
PC93 > 0.8289557
-> class 0\|3 [0.992]
Rule 18/72: (98, lift 10.4)
PC18 <= -0.6070462
PC38 > -4.870486
PC40 <= -2.798079
PC46 > -1.318277
-> class 0\|3 [0.990]
Rule 18/73: (99.8/0.2, lift 10.4)
PC1 > -0.8805534
PC2 > 2.5099
PC18 <= -0.6070462
PC30 <= 2.365672
PC38 > -4.870486
PC46 > 0.6460541
PC55 <= 0.2063086
PC93 > -2.544974
-> class 0\|3 [0.989]
Rule 18/74: (141.7/0.7, lift 10.4)
PC1 > -0.8805534
PC4 > -7.746524
PC7 <= 0.7716442
PC8 > -0.2484237
PC9 <= 0.6432343
PC13 > -1.356722
PC15 > -0.4428789
PC18 <= -1.757131
PC25 > -1.096972
PC30 <= 1.092767
PC39 <= 2.157377
PC49 <= 0.9755357
PC57 <= 0.4329656
PC68 > -0.3750187
PC86 <= 0.714521
PC90 > -0.5433033
PC93 > -0.0604445
-> class 0\|3 [0.988]
Rule 18/75: (311.2/3.2, lift 10.4)
PC2 > 3.107945
PC3 <= 1.640775
PC4 > -7.746524
PC7 > -0.6048303
PC15 <= -0.4428789
PC18 <= -1.757131
PC19 <= 0.3385953
PC25 <= 0.9745548
PC33 > -3.728725
PC49 <= 0.9755357
PC55 <= 0.2063086
PC71 <= 0.8343233
PC81 <= 0.625313
PC93 <= -0.05935736
-> class 0\|3 [0.987]
Rule 18/76: (70.4, lift 10.4)
PC1 > -0.8805534
PC3 <= 1.640775
PC4 > -7.746524
PC18 <= -0.6070462
PC46 > -1.318277
PC55 <= 0.2063086
PC71 <= -0.9827021
-> class 0\|3 [0.986]
Rule 18/77: (64.3, lift 10.4)
PC1 > -0.8805534
PC4 > -7.746524
PC4 <= 9.177967
PC7 > -0.7113439
PC7 <= 0.7716442
PC15 > -0.4428789
PC18 <= -1.757131
PC28 <= 2.985367
PC33 > -3.728725
PC40 > 0.9288207
PC86 <= 0.714521
PC87 > -1.187506
PC90 > -0.5433033
-> class 0\|3 [0.985]
Rule 18/78: (65, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC16 > 2.647492
PC55 <= 0.2063086
-> class 0\|3 [0.985]
Rule 18/79: (56.7/0.2, lift 10.3)
PC1 > -0.8805534
PC3 <= 1.640775
PC9 <= 0.6432343
PC15 > -0.4428789
PC18 <= -1.757131
PC25 <= -1.096972
PC30 <= 1.092767
PC51 <= 0.6596684
PC55 <= 0.2063086
PC65 <= 1.163295
PC81 <= 0.625313
PC86 <= 0.714521
-> class 0\|3 [0.979]
Rule 18/80: (351.8/6.7, lift 10.3)
PC2 > 3.107945
PC3 <= 1.640775
PC4 > -7.746524
PC5 > -0.4319461
PC15 <= -0.4428789
PC18 <= -1.757131
PC19 <= 0.3385953
PC25 <= 0.9745548
PC33 > -3.728725
PC49 <= 0.9755357
PC55 <= 0.2063086
PC71 <= 0.8343233
PC81 <= 0.625313
PC94 <= 0.4635939
PC97 <= 1.143024
-> class 0\|3 [0.978]
Rule 18/81: (57.3/0.4, lift 10.3)
PC2 > 2.5099
PC18 <= -0.6070462
PC30 <= 2.365672
PC38 > 1.611627
PC55 <= 0.2063086
-> class 0\|3 [0.976]
Rule 18/82: (38.1, lift 10.3)
PC1 > -0.8805534
PC2 > 2.5099
PC18 > -1.757131
PC18 <= -0.6070462
PC20 <= -2.961314
PC80 <= 0.2054898
-> class 0\|3 [0.975]
Rule 18/83: (36.8, lift 10.3)
PC3 <= 1.640775
PC7 <= 0.4319536
PC18 <= -0.6070462
PC28 <= 0.6745924
PC30 > -0.5798313
PC46 > -1.318277
PC50 <= -0.5060346
-> class 0\|3 [0.974]
Rule 18/84: (58.7/0.6, lift 10.3)
PC2 > 2.5099
PC5 <= 3.512051
PC13 > 1.65137
PC18 > -0.6070462
PC18 <= 2.052136
PC57 > 0.808664
PC83 > -4.32544
-> class 0\|3 [0.974]
Rule 18/85: (87.8/1.5, lift 10.3)
PC1 > -0.8805534
PC7 > -0.7113439
PC9 <= 0.6432343
PC18 <= -0.6070462
PC38 > -4.870486
PC49 <= 0.9755357
PC55 <= 0.2063086
PC85 <= -0.9698292
PC87 > -1.187506
-> class 0\|3 [0.972]
Rule 18/86: (33.1, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.6070462
PC49 > 0.9755357
PC55 <= 0.2063086
PC84 > 0.4405322
PC87 > -1.187506
-> class 0\|3 [0.972]
Rule 18/87: (37.9/0.1, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC7 > -0.7113439
PC18 > -1.757131
PC18 <= -0.6070462
PC23 <= 0.4975244
PC30 > -1.767998
PC46 <= 0.6460541
PC55 <= 0.2063086
PC56 > 0.4219154
PC72 > -0.1475957
PC80 <= 0.2054898
-> class 0\|3 [0.971]
Rule 18/88: (167.6/4.1, lift 10.2)
PC17 <= -2.071882
PC18 <= -0.6070462
PC46 > -1.22122
PC55 > 0.2063086
PC60 <= 1.160068
PC75 > -0.08318383
PC94 <= 0.4260442
-> class 0\|3 [0.970]
Rule 18/89: (65.7/1, lift 10.2)
PC3 <= 1.640775
PC18 <= -0.6070462
PC63 > 3.273162
-> class 0\|3 [0.970]
Rule 18/90: (48.2/0.8, lift 10.2)
PC18 <= -3.425367
PC46 > -1.318277
PC53 <= 2.53406
PC55 > 0.2063086
PC94 <= 0.4260442
-> class 0\|3 [0.964]
Rule 18/91: (115/3.5, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.632627
PC5 > -0.4751543
PC18 > -1.757131
PC18 <= -0.6070462
PC23 <= 0.4975244
PC29 > -1.74505
PC30 > -1.767998
PC44 <= 0.5340554
PC46 > -0.2919482
PC55 <= 0.2063086
PC72 > -0.1475957
PC80 <= 0.2054898
PC99 > -1.194885
-> class 0\|3 [0.961]
Rule 18/92: (18.3, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= -2.02319
-> class 0\|3 [0.951]
Rule 18/93: (18.7, lift 10.0)
PC17 <= -2.071882
PC18 <= -0.6070462
PC38 > 0.7715558
PC55 > 0.2063086
PC94 > 0.4260442
-> class 0\|3 [0.947]
Rule 18/94: (14.9, lift 9.9)
PC10 > 6.479989
PC14 > -1.775794
PC33 <= -5.271515
-> class 0\|3 [0.940]
Rule 18/95: (14.3, lift 9.9)
PC2 > 2.5099
PC7 > -0.7113439
PC15 <= -0.9459863
PC18 > -1.757131
PC18 <= -0.6070462
PC55 <= 0.2063086
PC80 > 0.2054898
-> class 0\|3 [0.939]
Rule 18/96: (139.1/7.7, lift 9.9)
PC4 > -7.746524
PC4 <= 9.177967
PC8 > -0.2484237
PC9 <= 0.6432343
PC13 > -1.356722
PC15 > -0.4428789
PC18 <= -2.045022
PC22 <= -0.4277115
PC45 <= 1.196912
PC51 <= 0.6596684
PC87 > -1.187506
PC89 <= 0.1495
PC90 > -0.5433033
PC90 <= 0.3086128
-> class 0\|3 [0.938]
Rule 18/97: (35.6/1.6, lift 9.8)
PC7 <= 0.4319536
PC9 <= 0.6432343
PC17 > -2.071882
PC18 <= -0.6070462
PC28 <= 0.6745924
PC30 <= -0.5798313
PC46 > -1.318277
PC55 > 0.2063086
-> class 0\|3 [0.931]
Rule 18/98: (12.1, lift 9.8)
PC7 <= -0.7113439
PC18 <= -0.6070462
PC55 <= 0.2063086
PC90 <= -1.573314
-> class 0\|3 [0.929]
Rule 18/99: (14.6/0.3, lift 9.7)
PC2 > 2.5099
PC14 <= -1.775794
PC16 > -0.3195608
PC18 > -0.6070462
-> class 0\|3 [0.921]
Rule 18/100: (47.7/3.8, lift 9.5)
PC2 > 2.5099
PC18 > -0.6070462
PC83 <= -4.32544
-> class 0\|3 [0.903]
Rule 18/101: (8, lift 9.5)
PC2 > 2.5099
PC13 > 1.65137
PC18 > -0.6070462
PC18 <= 2.052136
PC57 <= 0.808664
PC90 > 1.711813
-> class 0\|3 [0.900]
Rule 18/102: (6.3, lift 9.3)
PC2 > 2.5099
PC17 <= -2.071882
PC21 <= -0.3903907
PC55 > 0.2063086
PC94 > 0.4260442
-> class 0\|3 [0.879]
Rule 18/103: (12.9/1.5, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7113439
PC18 > -1.757131
PC18 <= -0.6070462
PC23 <= 0.4975244
PC55 <= 0.2063086
PC66 <= -1.175056
PC80 <= 0.2054898
-> class 0\|3 [0.836]
Rule 18/104: (20.4/3.2, lift 8.6)
PC2 > 2.5099
PC7 <= 0.4319536
PC9 > 0.4660531
PC9 <= 0.6432343
PC18 <= -0.6070462
PC30 > -0.5798313
PC55 > 0.2063086
-> class 0\|3 [0.812]
Rule 18/105: (230.1/64.8, lift 7.6)
PC1 > -0.6567571
PC3 <= 1.640775
PC13 > 1.65137
PC18 <= 2.052136
-> class 0\|3 [0.716]
Rule 18/106: (68/27.3, lift 6.3)
PC2 > 2.5099
PC13 <= 1.65137
PC18 <= 2.052136
PC84 > 1.93205
-> class 0\|3 [0.595]
Rule 18/107: (185.1/0.3, lift 20.8)
PC1 > 22.15387
PC19 > -0.9080048
PC27 > -0.4285581
PC68 <= 0.5877653
PC80 <= 1.239505
-> class 1\|0 [0.993]
Rule 18/108: (65.9, lift 20.7)
PC1 > -0.1217223
PC11 <= 1.156562
PC16 <= -1.706338
PC21 > 0.5777489
-> class 1\|0 [0.985]
Rule 18/109: (35.6, lift 20.4)
PC2 <= 2.5099
PC3 > 6.906248
PC16 > -1.706338
PC38 <= -0.2677516
-> class 1\|0 [0.973]
Rule 18/110: (187.1/4.6, lift 20.3)
PC1 > -0.1217223
PC2 <= 2.5099
PC5 <= 12.1829
PC9 > -0.911768
PC10 <= 1.046112
PC16 <= -1.706338
PC62 <= -0.2372066
-> class 1\|0 [0.970]
Rule 18/111: (329.6/15.1, lift 19.9)
PC5 <= 12.1829
PC7 > -6.084325
PC9 > 1.378854
PC10 <= 1.046112
PC11 <= 1.156562
PC16 <= -1.706338
PC29 > 0.03654253
PC47 <= 2.106346
PC91 > -0.5109994
PC93 <= 0.5314168
-> class 1\|0 [0.951]
Rule 18/112: (18.6, lift 19.9)
PC1 > -0.1217223
PC8 > -4.616251
PC11 <= 2.167879
PC15 <= -1.99789
PC16 > -1.706338
PC16 <= 0.3721585
-> class 1\|0 [0.951]
Rule 18/113: (14.7, lift 19.7)
PC1 > -0.430681
PC3 > 0.09497605
PC3 <= 6.906248
PC7 > -5.782439
PC16 <= 0.3721585
PC21 > -0.7909386
PC28 <= 0.05665284
PC69 > -0.6185161
PC74 > 1.129768
-> class 1\|0 [0.940]
Rule 18/114: (15.1/0.2, lift 19.5)
PC1 > -0.1217223
PC3 > 0.09497605
PC3 <= 6.906248
PC11 <= 2.167879
PC16 > -1.706338
PC16 <= 0.3721585
PC21 > -0.7909386
PC28 <= 0.05665284
PC61 <= 1.164942
PC63 <= 0.2783501
PC99 <= -0.4697019
-> class 1\|0 [0.928]
Rule 18/115: (5.1, lift 18.0)
PC2 > 2.5099
PC3 > 1.640775
PC22 > 0.1252682
PC42 <= -1.276387
PC50 > -0.1767377
PC65 <= -0.05166954
-> class 1\|0 [0.858]
Rule 18/116: (396.2/114.8, lift 14.9)
PC3 > 1.640775
PC8 > -3.593374
PC16 <= 0.4291682
PC22 > 0.1252682
PC47 > -0.3110164
PC50 > -0.1767377
PC65 > -0.05166954
-> class 1\|0 [0.709]
Rule 18/117: (96.5/30.9, lift 14.2)
PC1 > 8.76875
PC3 <= 0.09497605
PC19 > -1.661511
PC63 > 0.1472182
PC82 <= 0.4089428
-> class 1\|0 [0.677]
Rule 18/118: (138.8/0.7, lift 16.2)
PC1 > -0.1217223
PC3 > 0.09497605
PC3 <= 6.906248
PC7 > -5.782439
PC11 <= 2.167879
PC15 > -1.99789
PC16 > -1.706338
PC16 <= 0.3721585
PC21 > -0.7909386
PC61 <= 1.164942
PC69 > -0.6185161
PC74 <= 1.129768
PC99 > -0.4697019
-> class 1\|1 [0.988]
Rule 18/119: (54.3, lift 16.1)
PC1 > 8.76875
PC1 <= 22.15387
PC3 <= 0.09497605
PC8 > -4.616251
PC16 > -1.706338
PC19 > -1.661511
PC63 <= 0.1472182
-> class 1\|1 [0.982]
Rule 18/120: (50.4, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC14 <= 0.259583
PC16 <= 0.4291682
PC37 <= 0.04043852
PC46 <= 0.9321272
PC47 > -0.3110164
-> class 1\|1 [0.981]
Rule 18/121: (40.6, lift 16.0)
PC3 > 1.640775
PC14 <= 0.259583
PC16 <= 0.4291682
PC24 > 2.518792
PC46 <= 0.9321272
PC68 > -0.3285402
-> class 1\|1 [0.976]
Rule 18/122: (140/2.6, lift 16.0)
PC1 > -0.1217223
PC5 <= 12.1829
PC9 > -0.911768
PC9 <= 1.378854
PC10 <= 1.046112
PC11 <= 1.156562
PC16 <= -1.706338
PC21 <= 0.5777489
PC62 > -0.2372066
-> class 1\|1 [0.974]
Rule 18/123: (34.2, lift 16.0)
PC1 > -0.430681
PC3 <= 6.906248
PC8 > -4.616251
PC23 > 2.862316
PC38 <= -0.1069787
-> class 1\|1 [0.972]
Rule 18/124: (51.4/0.6, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC14 <= 0.259583
PC16 <= 0.4291682
PC22 > 0.1252682
PC22 <= 1.725261
PC46 <= 0.9321272
PC65 > -0.05166954
-> class 1\|1 [0.970]
Rule 18/125: (29.2, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC46 <= 0.9321272
PC65 > -0.05166954
PC68 > -0.3285402
PC95 > -0.1856609
-> class 1\|1 [0.968]
Rule 18/126: (27.9, lift 15.9)
PC1 > -0.1217223
PC2 <= 2.5099
PC9 > -0.911768
PC16 <= -1.706338
PC93 > 0.5314168
-> class 1\|1 [0.967]
Rule 18/127: (20.8, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC14 <= 0.259583
PC15 > 1.972068
PC46 <= 0.9321272
PC68 > -0.3285402
-> class 1\|1 [0.956]
Rule 18/128: (19.8, lift 15.7)
PC2 <= 2.5099
PC3 > 6.906248
PC29 > 0.7439595
-> class 1\|1 [0.954]
Rule 18/129: (19.2, lift 15.6)
PC7 > -6.084325
PC9 > 1.378854
PC16 <= -1.706338
PC29 <= 0.03654253
-> class 1\|1 [0.953]
Rule 18/130: (63.6/2.2, lift 15.6)
PC1 > -0.430681
PC9 > -0.911768
PC11 > 1.156562
PC16 <= -1.706338
PC43 > -0.1945908
-> class 1\|1 [0.951]
Rule 18/131: (16.7, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1252682
PC24 <= 2.518792
PC92 > 0.4989451
-> class 1\|1 [0.947]
Rule 18/132: (55.9/2.2, lift 15.5)
PC1 > 22.15387
PC2 <= -5.348634
PC27 > -0.4285581
PC68 > 0.5877653
-> class 1\|1 [0.944]
Rule 18/133: (12.7, lift 15.3)
PC1 > -0.430681
PC5 <= 12.1829
PC11 <= 1.156562
PC16 <= -1.706338
PC47 > 2.106346
-> class 1\|1 [0.932]
Rule 18/134: (12.6, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC50 > -0.1767377
PC77 > 0.7052994
-> class 1\|1 [0.931]
Rule 18/135: (87/6.2, lift 15.1)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.911768
PC10 > 1.046112
PC16 <= -1.706338
PC44 > -1.972712
-> class 1\|1 [0.919]
Rule 18/136: (9.4, lift 15.0)
PC1 > -0.430681
PC9 > 1.378854
PC16 <= -1.706338
PC91 <= -0.5109994
-> class 1\|1 [0.912]
Rule 18/137: (8.7, lift 14.9)
PC1 > -0.1217223
PC3 <= 0.09497605
PC8 > -4.616251
PC71 > 0.9266456
-> class 1\|1 [0.907]
Rule 18/138: (10.9/0.2, lift 14.8)
PC1 > -0.430681
PC1 <= 22.15387
PC5 <= 5.431484
PC16 > 0.3721585
PC20 > -0.01158493
PC41 > 0.7397268
PC53 <= 1.027676
-> class 1\|1 [0.904]
Rule 18/139: (45.4/3.7, lift 14.8)
PC1 > -0.430681
PC2 > -6.93449
PC6 <= -2.2305
PC8 > -4.616251
PC12 <= 0.7567332
PC19 <= -1.661511
-> class 1\|1 [0.900]
Rule 18/140: (37.4/5.8, lift 13.6)
PC2 <= 2.5099
PC7 <= -6.084325
PC9 > -0.911768
PC10 <= 1.046112
PC16 <= -1.706338
PC44 > -1.972712
PC47 <= 2.106346
-> class 1\|1 [0.828]
Rule 18/141: (1238/644.8, lift 7.9)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.479]
Rule 18/142: (129, lift 16.6)
PC1 > -0.430681
PC2 <= -0.4558708
PC3 <= 0.09497605
PC6 > -2.2305
PC12 <= 0.7567332
PC19 <= -1.661511
PC71 <= 0.9266456
PC79 <= 0.6500567
-> class 1\|2 [0.992]
Rule 18/143: (169.3/0.8, lift 16.6)
PC3 > 0.09497605
PC3 <= 6.906248
PC13 <= -0.0834727
PC16 > -1.706338
PC16 <= 0.3721585
PC21 <= -0.7909386
-> class 1\|2 [0.989]
Rule 18/144: (61.6, lift 16.5)
PC2 <= 2.5099
PC3 > 0.6913382
PC16 > -1.706338
PC35 <= -0.1746503
PC39 > -0.05852957
PC53 <= 1.027676
PC66 <= -0.2662054
-> class 1\|2 [0.984]
Rule 18/145: (58.1, lift 16.5)
PC1 > -0.430681
PC23 > 2.862316
PC38 > -0.1069787
-> class 1\|2 [0.983]
Rule 18/146: (51.4, lift 16.4)
PC3 > 0.6913382
PC16 > 0.3721585
PC39 <= -0.05852957
PC68 > 0.06704614
PC100 > 0.5186037
-> class 1\|2 [0.981]
Rule 18/147: (43.1, lift 16.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC14 <= -0.7858261
PC16 > 0.3721585
PC20 > -1.43024
PC39 <= -0.05852957
PC53 <= 1.027676
-> class 1\|2 [0.978]
Rule 18/148: (103.8/1.4, lift 16.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC3 <= 6.906248
PC16 > 0.3721585
PC20 <= -0.01158493
PC39 > -0.05852957
PC53 <= 1.027676
PC59 > -0.4040557
-> class 1\|2 [0.977]
Rule 18/149: (34.4, lift 16.3)
PC1 > -0.430681
PC8 > -4.616251
PC16 > -1.706338
PC39 <= -0.05852957
PC74 <= -1.954591
-> class 1\|2 [0.973]
Rule 18/150: (34.2, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.3721585
PC40 > 1.099573
-> class 1\|2 [0.972]
Rule 18/151: (186.3/4.3, lift 16.3)
PC2 > 2.849548
PC3 > 1.640775
PC16 > 0.4291682
PC33 <= 1.385221
PC38 <= 0.2026206
PC58 > -0.7329288
-> class 1\|2 [0.972]
Rule 18/152: (34.3, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.4291682
PC38 > 0.2046105
PC48 <= 0.2118803
-> class 1\|2 [0.972]
Rule 18/153: (68.7/1.6, lift 16.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.3721585
PC20 > -1.43024
PC35 > -0.1746503
PC39 > -0.05852957
PC82 > 0.2187287
-> class 1\|2 [0.963]
Rule 18/154: (22.2, lift 16.1)
PC1 > -0.1217223
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -1.706338
PC16 <= 0.3721585
PC28 <= 0.05665284
PC63 > 0.2783501
-> class 1\|2 [0.959]
Rule 18/155: (18.7/0.1, lift 15.9)
PC1 > -0.1217223
PC3 > 0.6913382
PC16 > 0.3721585
PC65 > 0.4795342
PC68 > 0.06704614
-> class 1\|2 [0.947]
Rule 18/156: (77.2/3.7, lift 15.8)
PC1 > -0.430681
PC2 <= 2.5099
PC20 <= -1.43024
PC97 <= 0.7355509
-> class 1\|2 [0.941]
Rule 18/157: (14.1, lift 15.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC13 > 0.003337928
PC39 > -0.05852957
PC82 > 0.2187287
-> class 1\|2 [0.937]
Rule 18/158: (86/4.6, lift 15.7)
PC3 > 0.6913382
PC15 > 0.9447531
PC16 > 0.3721585
PC20 > -0.01158493
-> class 1\|2 [0.936]
Rule 18/159: (13.3, lift 15.7)
PC9 > -0.911768
PC11 > 1.156562
PC16 <= -1.706338
PC43 <= -0.1945908
-> class 1\|2 [0.935]
Rule 18/160: (11.3, lift 15.5)
PC2 <= 2.5099
PC16 <= -1.706338
PC44 <= -1.972712
-> class 1\|2 [0.925]
Rule 18/161: (35.1/1.8, lift 15.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.3721585
PC23 <= 2.862316
PC53 > 1.027676
-> class 1\|2 [0.924]
Rule 18/162: (9.7, lift 15.3)
PC1 > -0.1217223
PC3 > 0.09497605
PC3 <= 6.906248
PC16 <= 0.3721585
PC61 > 1.164942
-> class 1\|2 [0.915]
Rule 18/163: (9.5, lift 15.3)
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > 0.8657938
PC16 > 0.3721585
-> class 1\|2 [0.913]
Rule 18/164: (9.6, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.4291682
PC42 <= -0.4308444
-> class 1\|2 [0.913]
Rule 18/165: (90.1/7.5, lift 15.2)
PC2 <= 2.5099
PC3 > 6.906248
PC16 > -1.706338
PC29 <= 0.7439595
PC38 > -0.2677516
-> class 1\|2 [0.908]
Rule 18/166: (48.8/3.8, lift 15.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9303704
PC16 <= 0.4291682
PC33 <= 0.299787
PC50 <= -0.1767377
PC93 > -0.9696231
-> class 1\|2 [0.906]
Rule 18/167: (94.7/10.3, lift 14.8)
PC1 > -0.1217223
PC2 <= 2.5099
PC7 <= -5.782439
PC8 > -4.616251
PC16 > -1.706338
-> class 1\|2 [0.883]
Rule 18/168: (5.2, lift 14.4)
PC1 > 22.15387
PC27 > -0.4285581
PC80 > 1.239505
-> class 1\|2 [0.860]
Rule 18/169: (99.1/0.3, lift 15.6)
PC1 <= -0.1217223
PC2 <= 2.5099
PC3 > 0.5259567
PC17 > -0.3530415
PC42 > -0.1102906
PC90 <= 0.3352827
-> class 1\|3 [0.987]
Rule 18/170: (95.4/0.9, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.4291682
PC38 > 0.2046105
PC42 > -0.4308444
PC48 > 0.2118803
-> class 1\|3 [0.981]
Rule 18/171: (49.4/14.7, lift 11.0)
PC2 > 2.5099
PC2 <= 2.849548
PC3 > 1.640775
PC16 > 0.4291682
-> class 1\|3 [0.695]
Rule 18/172: (4482.5/3333.7, lift 4.1)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.256]
Rule 18/173: (173.8/0.8, lift 15.0)
PC1 <= -0.430681
PC6 > -2.463224
PC8 > 0.2031983
PC11 > -0.9337804
PC19 <= 0.6246938
PC20 <= 0.006587008
PC21 > -0.2479957
PC68 > 1.141497
PC73 > -1.165178
-> class 2\|0 [0.990]
Rule 18/174: (131.5/0.8, lift 14.9)
PC6 > -2.463224
PC8 > 1.961819
PC19 <= -0.6589058
PC21 > -0.2479957
PC46 <= 1.31711
PC68 > -1.900797
PC71 <= 0.5732168
PC79 > -0.1257779
PC82 <= 0.1705167
PC86 > -0.1096954
PC98 > 0.004323523
PC99 <= 1.307387
-> class 2\|0 [0.987]
Rule 18/175: (204.3/4, lift 14.8)
PC8 > 1.961819
PC11 > -0.9337804
PC19 <= 0.6246938
PC21 > 1.504999
PC62 <= 1.076832
PC73 > -1.165178
PC79 > -0.1257779
PC97 > -0.268699
PC99 <= 1.307387
-> class 2\|0 [0.976]
Rule 18/176: (57.8/0.6, lift 14.7)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.2031983
PC83 > 0.3446951
-> class 2\|0 [0.973]
Rule 18/177: (35.4, lift 14.7)
PC1 > -0.430681
PC3 <= 0.09497605
PC12 > 0.7567332
PC16 > -1.706338
PC19 <= -1.661511
-> class 2\|0 [0.973]
Rule 18/178: (292.1/8.6, lift 14.6)
PC6 > -2.463224
PC8 > 1.961819
PC11 > -0.9337804
PC19 <= 0.6246938
PC21 > -0.2479957
PC28 <= 0.1577117
PC46 <= 1.601715
PC62 <= 1.076832
PC70 <= -0.04090679
PC73 > -1.165178
PC88 > -0.437793
PC97 > -0.268699
PC99 <= 1.307387
-> class 2\|0 [0.967]
Rule 18/179: (30.7/0.2, lift 14.6)
PC8 > 1.961819
PC19 <= 0.6246938
PC21 > -0.2479957
PC36 > 0.2075644
PC46 <= 1.601715
PC61 <= 1.176727
PC62 <= 1.076832
PC68 <= 1.141497
PC70 > -0.04090679
PC97 > -0.268699
PC98 > -0.8556418
-> class 2\|0 [0.964]
Rule 18/180: (28.9/0.1, lift 14.6)
PC1 <= -0.430681
PC6 > -2.463224
PC8 > 1.961819
PC11 > -0.9337804
PC21 > -0.2479957
PC28 <= 0.1577117
PC37 <= -0.6247967
PC57 <= 0.859116
PC97 > -0.268699
PC98 <= 0.004323523
PC99 <= 1.307387
-> class 2\|0 [0.963]
Rule 18/181: (27.2, lift 14.6)
PC6 > -2.463224
PC8 > 1.961819
PC11 > -0.9337804
PC19 <= -0.6589058
PC21 > -0.2479957
PC28 <= 0.1577117
PC36 <= 0.2075644
PC62 <= 1.076832
PC79 > -0.1257779
PC94 > 0.3997386
PC97 > -0.268699
PC98 <= 0.004323523
-> class 2\|0 [0.963]
Rule 18/182: (18.9, lift 14.4)
PC8 > 1.961819
PC19 <= 0.6246938
PC21 > -0.2479957
PC28 <= 0.1577117
PC46 <= 1.601715
PC57 <= 0.859116
PC68 <= -1.900797
PC70 > -0.04090679
PC79 > -0.1257779
PC97 > -0.268699
PC99 <= 1.307387
-> class 2\|0 [0.952]
Rule 18/183: (100.7/3.9, lift 14.4)
PC8 > 1.961819
PC11 > -0.9337804
PC21 > -0.2479957
PC28 <= 0.1577117
PC46 <= 1.601715
PC57 > 0.859116
PC73 > -1.165178
PC99 <= 1.307387
-> class 2\|0 [0.952]
Rule 18/184: (12, lift 14.0)
PC1 <= -0.430681
PC2 > -0.4787278
PC8 > 1.961819
-> class 2\|0 [0.929]
Rule 18/185: (7.5, lift 13.5)
PC1 > -0.430681
PC1 <= 8.76875
PC8 > -4.616251
PC8 <= -0.1526319
PC19 > -1.661511
PC44 > 1.428001
-> class 2\|0 [0.894]
Rule 18/186: (6.4, lift 13.3)
PC1 <= -0.430681
PC8 > 1.961819
PC21 > -0.2479957
PC24 <= -0.8842306
-> class 2\|0 [0.880]
Rule 18/187: (49.8/11, lift 11.6)
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC33 <= 0.5788219
PC44 > 0.642051
PC83 <= -0.4702401
-> class 2\|0 [0.768]
Rule 18/188: (1287/794.6, lift 5.8)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
-> class 2\|0 [0.383]
Rule 18/189: (82.9, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC31 > -1.130938
PC44 <= 0.642051
PC66 <= -0.1392751
PC73 > -0.7749802
-> class 2\|1 [0.988]
Rule 18/190: (69.7/0.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC24 <= 1.571487
PC37 <= -0.367402
PC44 <= 0.642051
PC62 > -1.319855
PC82 <= 0.3253484
-> class 2\|1 [0.981]
Rule 18/191: (142.3/1.9, lift 10.3)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC44 <= 0.642051
PC62 > -1.319855
PC89 <= -0.1919814
-> class 2\|1 [0.980]
Rule 18/192: (47.6, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC12 > 5.249692
-> class 2\|1 [0.980]
Rule 18/193: (42, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC11 > -0.9337804
PC98 <= -0.8556418
-> class 2\|1 [0.977]
Rule 18/194: (34.2, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC19 <= 0.6246938
PC73 <= -1.165178
-> class 2\|1 [0.972]
Rule 18/195: (30.2/0.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.594909
PC8 > 0.2031983
PC8 <= 1.961819
PC24 <= 1.571487
-> class 2\|1 [0.942]
Rule 18/196: (222.5/14.6, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC15 <= 1.629373
PC22 > -0.8746364
PC29 <= 0.1698664
PC30 > -0.2517934
PC31 > -1.130938
PC44 <= 0.642051
PC56 > -0.3977791
PC62 > -1.319855
PC81 > -0.4748981
PC82 > -0.5600551
PC82 <= 0.3253484
-> class 2\|1 [0.930]
Rule 18/197: (10.9, lift 9.7)
PC1 > -0.430681
PC2 <= -6.93449
PC19 <= -1.661511
-> class 2\|1 [0.923]
Rule 18/198: (9, lift 9.5)
PC1 > 8.76875
PC3 <= 0.09497605
PC8 > -4.616251
PC16 > -1.706338
PC19 > -1.661511
PC82 > 0.4089428
-> class 2\|1 [0.909]
Rule 18/199: (71.9/6, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC33 <= 0.5788219
PC44 > 0.642051
PC83 > -0.4702401
-> class 2\|1 [0.905]
Rule 18/200: (7.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC44 <= 0.4698507
PC57 > 0.1291126
PC68 <= -1.588338
-> class 2\|1 [0.890]
Rule 18/201: (45.1/4.7, lift 9.2)
PC8 > -1.614865
PC21 > 3.312729
PC29 > -0.2439684
PC29 <= 0.3448451
PC57 > 0.1291126
-> class 2\|1 [0.878]
Rule 18/202: (71.8/8.2, lift 9.2)
PC2 <= -9.307465
-> class 2\|1 [0.875]
Rule 18/203: (116.3/14.3, lift 9.1)
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC11 > -2.868952
PC22 <= -0.8746364
PC30 <= -0.00610811
PC40 > -1.117307
PC56 <= 0.762962
PC92 <= 0.2776121
PC95 > -0.4342224
-> class 2\|1 [0.871]
Rule 18/204: (13/1, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC22 <= -0.8746364
PC47 <= -0.5001938
-> class 2\|1 [0.869]
Rule 18/205: (25.3/4.8, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.487155
PC8 > -1.614865
PC8 <= 0.2031983
PC26 > -2.321835
PC28 <= -0.127678
PC57 <= 0.1291126
-> class 2\|1 [0.788]
Rule 18/206: (105.1/26.8, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC29 <= 0.3448451
PC32 <= -2.459569
PC57 > 0.1291126
-> class 2\|1 [0.741]
Rule 18/207: (43.2/12, lift 7.5)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC31 <= 1.148255
PC37 <= 1.029918
PC83 <= 0.3446951
-> class 2\|1 [0.712]
Rule 18/208: (29.4/9, lift 7.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC29 <= -0.2439684
-> class 2\|1 [0.681]
Rule 18/209: (13.9/4.2, lift 7.0)
PC8 <= 0.2031983
PC10 <= 0.1249562
PC19 > 3.33329
PC26 > -2.321835
PC28 > -0.127678
PC29 <= 0.3448451
PC57 <= 0.1291126
-> class 2\|1 [0.671]
Rule 18/210: (1644.4/715.2, lift 5.9)
PC1 <= -0.430681
PC8 > 1.961819
PC24 <= 1.571487
-> class 2\|1 [0.565]
Rule 18/211: (48.9/21.7, lift 5.8)
PC1 > -0.1217223
PC1 <= 8.76875
PC3 <= 0.09497605
PC8 > -0.1526319
PC16 > -1.706338
PC19 > -1.661511
-> class 2\|1 [0.554]
Rule 18/212: (69.2/0.1, lift 11.4)
PC1 <= -0.430681
PC8 > -3.4806
PC8 <= -1.614865
PC21 > -0.8396649
PC25 > 0.2350568
PC55 > -0.233429
-> class 2\|2 [0.984]
Rule 18/213: (58.1, lift 11.4)
PC8 > -1.614865
PC8 <= 0.2031983
PC12 <= 5.249692
PC19 > 4.460323
PC29 > -0.2439684
-> class 2\|2 [0.983]
Rule 18/214: (149.9/2.4, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 1.961819
PC22 <= -0.8746364
PC40 <= -1.117307
PC56 <= 0.762962
-> class 2\|2 [0.978]
Rule 18/215: (36.7, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -1.614865
PC13 > -0.4446515
PC42 <= 0.016289
PC44 <= -0.04591087
PC60 <= -0.5480756
-> class 2\|2 [0.973]
Rule 18/216: (36.1/0.1, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC29 > 0.1698664
PC37 > -0.367402
PC44 <= 0.642051
PC66 > -0.1392751
PC89 > -0.1919814
-> class 2\|2 [0.970]
Rule 18/217: (42.3/0.6, lift 11.1)
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC42 <= 0.016289
PC44 <= -0.04591087
PC94 <= -0.4956227
PC96 <= 1.431211
-> class 2\|2 [0.965]
Rule 18/218: (29.5/0.2, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC19 > -3.465786
PC22 <= -2.301518
PC42 <= 0.016289
PC44 <= -0.04591087
PC58 <= 0.8084841
PC94 > -0.4956227
-> class 2\|2 [0.963]
Rule 18/219: (23.4/0.2, lift 11.0)
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC9 <= -1.373149
PC10 > -0.7895166
PC58 <= 0.8084841
PC68 <= -0.7946462
-> class 2\|2 [0.954]
Rule 18/220: (19.4, lift 11.0)
PC8 > -3.4806
PC8 <= 0.2031983
PC10 <= 0.2319784
PC25 <= 0.2350568
PC26 > 2.496181
PC45 <= 0.4309001
-> class 2\|2 [0.953]
Rule 18/221: (41.5/1.2, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC18 <= 0.7362046
PC96 > 1.431211
-> class 2\|2 [0.950]
Rule 18/222: (33.6/1, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC44 <= 0.642051
PC62 > -1.319855
PC66 > -0.1392751
PC82 > 0.3253484
PC89 > -0.1919814
-> class 2\|2 [0.945]
Rule 18/223: (42.7/1.4, lift 10.9)
PC8 > -3.4806
PC8 <= -1.614865
PC13 <= -0.4446515
PC42 <= 0.016289
PC44 <= -0.04591087
PC96 <= 1.431211
-> class 2\|2 [0.945]
Rule 18/224: (104.4/5.4, lift 10.9)
PC2 <= 2.5099
PC3 > -1.487155
PC8 > -1.614865
PC8 <= 0.2031983
PC10 <= 0.1249562
PC26 > -2.321835
PC28 > -0.127678
PC29 <= 0.3448451
PC45 > 0.01700526
PC57 <= 0.1291126
PC66 > -0.468598
PC100 <= 1.1576
-> class 2\|2 [0.940]
Rule 18/225: (459/31, lift 10.8)
PC1 <= -0.430681
PC3 > -1.487155
PC8 > -1.614865
PC8 <= 0.2031983
PC10 > 0.1249562
PC19 > -2.840738
PC26 > -2.321835
PC55 > -0.3361908
PC57 <= 0.1291126
PC71 <= 1.938841
-> class 2\|2 [0.930]
Rule 18/226: (11.4, lift 10.7)
PC1 <= -0.430681
PC8 > 0.2031983
PC8 <= 1.961819
PC22 > -0.8746364
PC31 <= -1.130938
PC44 <= 0.642051
PC62 > -1.319855
-> class 2\|2 [0.925]
Rule 18/227: (20.1/0.9, lift 10.6)
PC1 <= -0.430681
PC8 > -3.4806
PC8 <= 0.2031983
PC10 <= 0.2319784
PC19 > 3.671598
PC68 > -0.7946462
PC96 <= 1.431211
-> class 2\|2 [0.913]
Rule 18/228: (100.6/8, lift 10.5)
PC1 <= -0.430681
PC8 > 0.2031983
PC8 <= 1.961819
PC15 > 1.629373
PC29 <= 0.1698664
PC37 > -0.367402
PC44 <= 0.642051
PC46 > -0.9868048
PC62 > -1.319855
PC89 > -0.1919814
-> class 2\|2 [0.912]
Rule 18/229: (11.3/0.2, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC19 > -3.465786
PC24 > 0.9997873
PC25 <= 0.2350568
PC44 > -0.04591087
-> class 2\|2 [0.907]
Rule 18/230: (20.4/1.2, lift 10.4)
PC1 <= -0.430681
PC8 > 1.961819
PC21 <= -0.2479957
PC41 <= -0.4702227
PC92 > 0.1277686
-> class 2\|2 [0.903]
Rule 18/231: (10.5/0.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2031983
PC8 <= 1.961819
PC37 > -0.367402
PC44 <= 0.642051
PC46 > -0.9868048
PC56 <= -0.3977791
PC62 > -1.319855
PC89 > -0.1919814
-> class 2\|2 [0.888]
Rule 18/232: (6.6, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= 0.2031983
PC36 > 0.6132967
PC37 <= 1.408006
PC42 <= 0.016289
-> class 2\|2 [0.884]
Rule 18/233: (51.3/5.4, lift 10.2)
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC37 <= 1.408006
PC44 <= -0.04591087
PC94 <= -0.7929602
-> class 2\|2 [0.879]
Rule 18/234: (5.8, lift 10.1)
PC41 > 0.05114197
PC87 <= -20.91766
-> class 2\|2 [0.872]
Rule 18/235: (91/11.3, lift 10.0)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= 0.2031983
PC25 <= 0.2350568
PC27 <= -0.3814706
PC42 <= 0.016289
PC44 <= -0.04591087
PC45 <= 0.4309001
-> class 2\|2 [0.868]
Rule 18/236: (37.2/5.4, lift 9.7)
PC1 > -0.1217223
PC1 <= 8.76875
PC3 <= -1.062696
PC8 > -4.616251
PC8 <= -0.1526319
PC44 <= 1.428001
-> class 2\|2 [0.837]
Rule 18/237: (15.5/2, lift 9.6)
PC1 <= -0.430681
PC8 > 0.2031983
PC8 <= 1.961819
PC44 <= 0.642051
PC62 <= -1.319855
PC72 > 0.7916198
-> class 2\|2 [0.831]
Rule 18/238: (3.7, lift 9.5)
PC8 <= 0.2031983
PC42 <= 0.016289
PC44 > -0.04802914
PC44 <= -0.04591087
-> class 2\|2 [0.822]
Rule 18/239: (402.1/121.9, lift 8.0)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC22 <= -0.8746364
-> class 2\|2 [0.696]
Rule 18/240: (28.3/8.3, lift 8.0)
PC2 <= -1.074925
PC8 > 0.2031983
PC8 <= 1.961819
PC15 <= 1.629373
PC31 > -1.130938
PC37 > -0.367402
PC81 <= -0.4748981
PC89 > -0.1919814
-> class 2\|2 [0.693]
Rule 18/241: (1482.7/667.5, lift 6.4)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC29 <= 0.3448451
-> class 2\|2 [0.550]
Rule 18/242: (129.5, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= -0.2284522
PC9 <= 5.172433
PC19 <= 4.460323
PC49 > 0.1701713
PC57 > 0.1291126
PC62 > -1.054749
PC68 > -1.588338
-> class 2\|3 [0.992]
Rule 18/243: (118.2, lift 7.8)
PC2 <= 2.5099
PC8 <= -3.4806
PC11 > -4.669395
PC18 <= -0.03718393
PC19 > -3.465786
PC29 > -0.2315292
PC46 <= 0.3797458
PC76 <= 0.1610542
PC85 <= 0.3264874
-> class 2\|3 [0.992]
Rule 18/244: (134.3/0.4, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= -0.2284522
PC9 <= 5.172433
PC12 <= 5.249692
PC19 <= 4.460323
PC23 <= 1.142362
PC27 > -0.1443672
PC48 > -0.1402566
PC57 > 0.1291126
PC68 > -1.588338
-> class 2\|3 [0.990]
Rule 18/245: (205.1/1.7, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC19 <= 4.460323
PC21 <= 3.312729
PC23 <= 1.142362
PC29 > -0.2439684
PC29 <= 0.3448451
PC32 > -2.459569
PC35 > -2.068962
PC44 > 0.4698507
PC57 > 0.1291126
-> class 2\|3 [0.987]
Rule 18/246: (130/0.7, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -1.614865
PC41 > -2.189048
PC76 > 0.1610542
PC80 <= -0.7678832
PC85 <= 0.3264874
-> class 2\|3 [0.987]
Rule 18/247: (53.2, lift 7.8)
PC1 > -0.430681
PC8 <= -4.616251
PC14 > 1.450917
PC25 > -0.2304425
-> class 2\|3 [0.982]
Rule 18/248: (42, lift 7.7)
PC1 > -0.1217223
PC2 <= 2.5099
PC8 <= -4.616251
PC31 <= -0.1975905
-> class 2\|3 [0.977]
Rule 18/249: (40.1, lift 7.7)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC9 <= 5.172433
PC19 <= 4.460323
PC57 > 0.1291126
PC59 > 0.01157433
-> class 2\|3 [0.976]
Rule 18/250: (36.3, lift 7.7)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC9 <= 5.172433
PC12 <= 5.249692
PC19 <= 4.460323
PC44 <= 0.4698507
PC57 > 0.1291126
PC71 > 0.3503327
-> class 2\|3 [0.974]
Rule 18/251: (33.1, lift 7.7)
PC1 <= -0.430681
PC8 <= -1.614865
PC19 > -3.465786
PC27 > 0.3425756
PC41 > -2.189048
PC47 <= -0.3317296
PC85 <= 0.3264874
-> class 2\|3 [0.971]
Rule 18/252: (28.7, lift 7.7)
PC1 <= -0.430681
PC8 <= 0.2031983
PC19 <= -3.465786
PC94 > 0.9128774
-> class 2\|3 [0.967]
Rule 18/253: (22.8, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.2031983
PC12 <= 5.249692
PC44 <= 0.7777585
PC55 <= -0.3361908
PC66 <= 0.1252893
PC84 > 0.7819417
-> class 2\|3 [0.960]
Rule 18/254: (23.8/0.2, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.2031983
PC10 > 0.1249562
PC19 > -2.840738
PC44 <= 0.7777585
PC55 <= -0.3361908
PC57 <= 0.1291126
PC66 > 0.1252893
-> class 2\|3 [0.955]
Rule 18/255: (49/1.9, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC10 <= 0.1249562
PC19 <= 3.33329
PC28 > -0.127678
PC45 <= 0.01700526
-> class 2\|3 [0.943]
Rule 18/256: (42.4/1.6, lift 7.5)
PC1 > -0.1155022
PC3 > -1.062696
PC3 <= 0.09497605
PC8 > -4.616251
PC8 <= -0.1526319
PC16 > -1.706338
PC19 > -1.661511
-> class 2\|3 [0.942]
Rule 18/257: (73.7/4.4, lift 7.4)
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= -0.2284522
PC21 <= 3.312729
PC23 <= 1.142362
PC29 <= 0.3448451
PC57 > 0.1291126
PC62 <= -1.054749
PC71 <= 0.3503327
-> class 2\|3 [0.929]
Rule 18/258: (11.5, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC10 <= 0.1249562
PC100 > 1.1576
-> class 2\|3 [0.926]
Rule 18/259: (10.8, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC10 <= 0.1249562
PC28 > -0.127678
PC57 <= 0.1291126
PC66 <= -0.468598
-> class 2\|3 [0.921]
Rule 18/260: (9.8, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC12 <= 5.249692
PC28 > -0.127678
PC44 > 0.7777585
PC55 <= -0.3361908
PC57 <= 0.1291126
PC71 <= 1.938841
-> class 2\|3 [0.916]
Rule 18/261: (216/19.1, lift 7.2)
PC1 > -4.50992
PC8 <= -3.4806
PC26 > 2.609045
-> class 2\|3 [0.908]
Rule 18/262: (7.3, lift 7.1)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC3 <= -1.487155
PC8 > -1.614865
PC8 <= 0.2031983
PC57 <= 0.1291126
-> class 2\|3 [0.893]
Rule 18/263: (6.7, lift 7.0)
PC1 > -0.1217223
PC8 <= -4.616251
PC68 <= -1.453569
-> class 2\|3 [0.885]
Rule 18/264: (45.8/6.9, lift 6.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC12 <= 5.249692
PC26 <= -2.321835
PC29 > -0.2439684
-> class 2\|3 [0.834]
Rule 18/265: (25.7/6.1, lift 5.9)
PC1 <= -0.430681
PC8 > -1.614865
PC8 <= 0.2031983
PC19 <= -2.840738
-> class 2\|3 [0.743]
Rule 18/266: (12026/9505.4, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.210]
Rule 18/267: (227.5, lift 17.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC10 <= 0.2319784
PC11 <= -4.001685
-> class 2\|4 [0.996]
Rule 18/268: (135.7, lift 17.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -1.614865
PC41 > 0.05114197
PC58 > 0.8084841
PC87 > -20.91766
-> class 2\|4 [0.992]
Rule 18/269: (177.1/1.9, lift 17.7)
PC1 <= -0.430681
PC8 <= -3.4806
PC26 <= 2.609045
PC36 <= 0.852675
PC43 > -0.3418001
PC46 <= 0.3797458
PC74 <= 1.005751
PC85 > 0.5304748
-> class 2\|4 [0.984]
Rule 18/270: (48.2, lift 17.6)
PC1 <= -0.430681
PC8 <= 0.2031983
PC19 <= -3.465786
PC67 <= -0.2118007
-> class 2\|4 [0.980]
Rule 18/271: (136.9/1.9, lift 17.6)
PC1 <= -0.430681
PC6 <= -0.07773139
PC8 <= -1.614865
PC19 <= -3.465786
PC22 > -1.615833
PC73 > -0.2823868
PC94 <= 0.9128774
-> class 2\|4 [0.979]
Rule 18/272: (178.4/3.2, lift 17.5)
PC1 <= -0.430681
PC8 <= -3.4806
PC16 <= -0.2348241
PC19 > -3.465786
PC26 <= 2.609045
PC43 > -0.1479226
PC46 <= 0.3797458
PC85 > 0.3264874
PC93 <= 0.3905216
-> class 2\|4 [0.977]
Rule 18/273: (96.9/1.3, lift 17.5)
PC8 <= -3.4806
PC18 <= -0.03718393
PC27 <= 0.3425756
PC42 > -0.5131627
PC47 <= -0.3317296
PC76 > 0.1610542
PC80 > -0.7678832
PC85 <= 0.3264874
PC96 <= 0.3547637
-> class 2\|4 [0.976]
Rule 18/274: (72.3/0.9, lift 17.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -4.616251
PC14 <= 1.450917
PC31 > -0.1975905
PC68 > -1.453569
-> class 2\|4 [0.974]
Rule 18/275: (32.5, lift 17.4)
PC1 <= -0.430681
PC8 > -3.4806
PC8 <= -1.614865
PC10 <= 0.2319784
PC37 <= 1.408006
PC44 > -0.04591087
PC80 > 0.6075426
PC96 <= 1.431211
-> class 2\|4 [0.971]
Rule 18/276: (20.9, lift 17.2)
PC1 <= -4.50992
PC8 <= -3.4806
PC46 <= 0.3797458
-> class 2\|4 [0.956]
Rule 18/277: (17.9, lift 17.0)
PC2 <= 2.5099
PC8 <= -3.4806
PC29 <= -0.2315292
PC46 <= 0.3797458
PC58 <= 0.8084841
PC74 > -0.8870361
-> class 2\|4 [0.949]
Rule 18/278: (14.5, lift 16.9)
PC8 <= -3.4806
PC41 <= -2.189048
PC46 <= 0.3797458
PC74 > -0.8870361
PC85 <= 0.3264874
-> class 2\|4 [0.939]
Rule 18/279: (11.1, lift 16.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC10 <= 0.2319784
PC26 <= 2.496181
PC29 > 0.2775553
PC96 <= 1.431211
-> class 2\|4 [0.924]
Rule 18/280: (9.9, lift 16.4)
PC1 > -0.1217223
PC1 <= -0.1155022
PC3 <= 0.09497605
-> class 2\|4 [0.916]
Rule 18/281: (13.5/0.5, lift 16.2)
PC8 > -3.4806
PC8 <= -1.614865
PC9 <= -4.677192
PC10 > -0.7895166
-> class 2\|4 [0.902]
Rule 18/282: (10.5/0.8, lift 15.3)
PC1 <= -0.430681
PC8 > -3.4806
PC8 <= -1.614865
PC25 <= 0.2350568
PC37 > 1.408006
PC96 <= 1.431211
-> class 2\|4 [0.855]
Rule 18/283: (180.7/26.7, lift 15.2)
PC2 <= 2.5099
PC8 <= -3.4806
PC18 <= -0.03718393
PC42 > -0.5131627
PC46 <= 0.3797458
PC47 <= -0.3317296
-> class 2\|4 [0.849]
Rule 18/284: (3, lift 14.4)
PC1 <= -0.430681
PC8 <= -7.522985
PC85 <= 0.3264874
-> class 2\|4 [0.801]
Rule 18/285: (21.3/7.8, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.4806
PC8 <= -1.614865
PC25 <= 0.2350568
PC45 > 0.4309001
-> class 2\|4 [0.622]
Rule 18/286: (41.8/19.8, lift 9.4)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC90 > 0.3352827
-> class 2\|4 [0.525]
Rule 18/287: (47.4/23.7, lift 9.0)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -1.614865
PC8 <= 0.2031983
PC29 > 0.3448451
-> class 2\|4 [0.500]
Default class: 2\|3
----- Trial 19: -----
Rules:
Rule 19/1: (284.1/14.1, lift 14.5)
PC4 > -8.007588
PC4 <= 8.437115
PC8 > -0.07420595
PC15 > -0.1967635
PC18 > 2.472916
PC19 > -0.2428127
PC25 <= 0.6836072
PC28 > -1.917248
PC34 > -1.406481
PC52 > -2.370584
PC55 > -0.2019645
PC68 > -0.48606
PC79 <= 0.7522961
PC90 <= 1.212133
PC97 <= 0.2976566
-> class 0\|0 [0.947]
Rule 19/2: (13.7, lift 14.3)
PC2 > 2.5099
PC14 > 0.3069146
PC18 > -0.3695138
PC18 <= 1.10851
PC44 > 2.092405
PC86 <= 4.013646
-> class 0\|0 [0.936]
Rule 19/3: (11, lift 14.1)
PC2 > 2.5099
PC13 <= 6.92457
PC18 > -0.3695138
PC30 <= 4.336929
PC36 <= 3.90628
PC58 <= -6.758901
PC86 <= 4.013646
-> class 0\|0 [0.923]
Rule 19/4: (7.6, lift 13.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.863183
PC18 > -1.148188
PC18 <= -0.3695138
-> class 0\|0 [0.896]
Rule 19/5: (11.9/0.5, lift 13.6)
PC8 > -0.1069657
PC13 > 6.92457
PC31 > 0.1783828
PC60 > 0.5621427
-> class 0\|0 [0.892]
Rule 19/6: (33.1/6.1, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 1.698335
PC14 > 0.3069146
PC18 > 0.7072623
PC18 <= 1.10851
PC88 <= -0.04104521
-> class 0\|0 [0.798]
Rule 19/7: (20.6/3.8, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.92457
PC14 > 0.3069146
PC18 > -0.3695138
PC18 <= 1.10851
PC90 <= -0.68511
-> class 0\|0 [0.788]
Rule 19/8: (17.1/3, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 2.528035
PC18 > -0.3695138
PC30 <= 4.336929
PC36 <= 3.90628
PC86 > 1.811331
PC86 <= 4.013646
-> class 0\|0 [0.788]
Rule 19/9: (19.5/8.5, lift 8.5)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC3 <= 0.253746
PC9 <= 0.3598154
PC19 > -1.661511
PC20 > 0.2690985
-> class 0\|0 [0.560]
Rule 19/10: (2061.9/941.4, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > 1.10851
PC36 <= 3.90628
PC43 <= 1.764309
-> class 0\|0 [0.543]
Rule 19/11: (130.2, lift 12.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 1.698335
PC14 > 0.3069146
PC18 > -0.3695138
PC18 <= 0.7072623
PC44 <= 2.092405
PC51 <= 0.4635233
PC90 > -0.68511
-> class 0\|1 [0.992]
Rule 19/12: (73.3, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 <= -0.09498027
PC16 <= 0.332898
PC18 > -0.3695138
PC18 <= 1.10851
PC43 <= 0.5380853
PC79 <= 0.1666094
PC90 > -1.91949
PC91 <= 1.076508
-> class 0\|1 [0.987]
Rule 19/13: (77.9, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC14 > 0.3069146
PC18 > -0.3695138
PC18 <= 1.10851
PC88 > -0.04104521
PC90 > -0.68511
-> class 0\|1 [0.987]
Rule 19/14: (66.7, lift 12.6)
PC11 <= 0.00305635
PC13 <= 6.92457
PC15 > -0.1967635
PC18 > 1.10851
PC21 <= 0.4994113
PC43 <= 1.764309
PC61 <= 0.163196
PC79 > 0.7522961
PC97 > -0.4462853
-> class 0\|1 [0.985]
Rule 19/15: (62.1, lift 12.6)
PC5 <= 2.528035
PC8 <= -0.07420595
PC13 <= 6.92457
PC18 > 1.10851
PC19 > -0.2428127
PC21 <= 0.4994113
PC25 > -0.1166561
PC34 > -2.092957
PC52 > -2.370584
PC81 <= 0.9154884
PC90 <= 1.212133
-> class 0\|1 [0.984]
Rule 19/16: (62, lift 12.6)
PC5 > 2.528035
PC30 > 4.336929
PC36 <= 3.90628
PC43 <= 1.764309
-> class 0\|1 [0.984]
Rule 19/17: (52.2, lift 12.5)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC6 > -1.863183
PC18 > -1.148188
PC18 <= -0.3695138
PC68 > 0.2299947
-> class 0\|1 [0.982]
Rule 19/18: (142.8/1.7, lift 12.5)
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > 1.10851
PC18 <= 2.472916
PC21 <= 0.4994113
PC25 > -0.1166561
PC36 <= 3.90628
PC43 <= 1.764309
PC96 <= -0.1322042
-> class 0\|1 [0.982]
Rule 19/19: (51.4, lift 12.5)
PC2 > 3.073464
PC3 > -1.953879
PC3 <= 1.640775
PC6 > -1.863183
PC18 > -1.148188
PC18 <= -0.3695138
PC41 > 0.1782275
-> class 0\|1 [0.981]
Rule 19/20: (90.4/1.2, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC14 <= 0.3069146
PC18 > -0.3695138
PC18 <= 1.10851
PC43 <= 0.5380853
PC59 > 0.1041885
PC90 > -1.91949
-> class 0\|1 [0.977]
Rule 19/21: (67.7/1, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.863183
PC8 > 0.1115942
PC18 > -1.148188
PC18 <= -0.3695138
PC67 > -0.05978117
-> class 0\|1 [0.972]
Rule 19/22: (29.7, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.3695138
PC21 <= 0.4994113
PC36 <= 3.90628
PC72 <= -1.398586
PC80 <= 1.100149
-> class 0\|1 [0.967]
Rule 19/23: (28.1, lift 12.3)
PC5 <= 2.528035
PC18 > -0.3695138
PC25 > -0.1166561
PC28 <= -1.917248
PC36 <= 3.90628
PC52 > -2.370584
PC61 <= 0.163196
-> class 0\|1 [0.967]
Rule 19/24: (85.4/2.4, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.3069146
PC18 > -0.3695138
PC18 <= 1.10851
PC39 <= 0.6803116
PC43 <= 1.764309
PC71 <= 0.1085945
PC79 <= 0.1666094
PC90 > -1.91949
PC91 <= 1.076508
-> class 0\|1 [0.961]
Rule 19/25: (23.6, lift 12.3)
PC2 > 2.5099
PC5 <= 2.528035
PC18 > 1.10851
PC36 <= 3.90628
PC80 <= 1.100149
PC82 <= -1.125051
PC90 <= 1.212133
-> class 0\|1 [0.961]
Rule 19/26: (22.6, lift 12.2)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC18 > -1.148188
PC18 <= -0.3695138
PC94 > 0.5865027
-> class 0\|1 [0.959]
Rule 19/27: (102.6/3.3, lift 12.2)
PC5 <= 2.528035
PC15 <= -0.1967635
PC18 > 1.10851
PC21 <= 0.4994113
PC30 > -0.3216769
PC61 > -0.735541
PC80 <= 1.100149
PC90 <= 1.212133
-> class 0\|1 [0.959]
Rule 19/28: (47.6/1.2, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC15 > -0.1967635
PC18 > -0.3695138
PC19 <= -0.02621727
PC21 <= 0.4994113
PC25 > -0.1166561
PC25 <= 0.6836072
PC55 <= -0.2019645
PC61 <= 0.163196
PC79 <= 0.7522961
PC90 <= 1.212133
-> class 0\|1 [0.956]
Rule 19/29: (18.9, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC15 > 0.9727972
PC25 <= 0.6836072
PC46 <= -0.1705369
PC61 <= 0.163196
PC97 > 0.2976566
-> class 0\|1 [0.952]
Rule 19/30: (20.9/0.1, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.437115
PC13 <= 6.92457
PC15 > -0.1967635
PC18 > -0.3695138
PC25 <= 0.6836072
PC79 <= 0.7522961
PC81 > 0.9154884
-> class 0\|1 [0.951]
Rule 19/31: (63.7/2.3, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.437115
PC5 <= 2.528035
PC18 > 1.10851
PC34 > -2.092957
PC43 <= 1.764309
PC46 > -0.1705369
PC61 <= 0.163196
PC63 > -0.3155797
PC79 <= 0.7522961
PC90 <= 0.0656462
PC97 > 0.2976566
-> class 0\|1 [0.950]
Rule 19/32: (60/2.4, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC15 > -0.1967635
PC18 > -0.3695138
PC34 > -2.092957
PC52 <= -2.370584
PC80 <= 1.100149
-> class 0\|1 [0.945]
Rule 19/33: (289.3/16, lift 12.0)
PC4 <= -8.007588
PC7 <= -0.1168257
PC18 > 1.10851
PC38 > -1.003829
PC43 <= 1.764309
PC47 <= 0.8266706
PC80 <= 1.100149
PC97 > -0.5762595
-> class 0\|1 [0.942]
Rule 19/34: (15.3, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > -0.3695138
PC43 <= 1.764309
PC61 > 0.1513763
PC61 <= 0.163196
-> class 0\|1 [0.942]
Rule 19/35: (50.3/2.5, lift 11.9)
PC8 > -0.1069657
PC13 > 6.92457
PC31 <= 0.1783828
PC37 > -0.2538081
PC42 <= 0.09107997
PC60 > 0.5621427
-> class 0\|1 [0.933]
Rule 19/36: (110.4/7.6, lift 11.8)
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > 1.10851
PC21 <= 0.4994113
PC80 <= 1.100149
PC90 > 1.212133
-> class 0\|1 [0.924]
Rule 19/37: (10.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > -0.3695138
PC19 > -0.2428127
PC61 <= 0.163196
PC68 <= -0.48606
PC79 <= 0.7522961
PC96 <= -0.1322042
-> class 0\|1 [0.920]
Rule 19/38: (11.5/0.6, lift 11.3)
PC2 > 3.073464
PC3 > -1.953879
PC3 <= 1.640775
PC8 <= 0.1115942
PC18 > -1.148188
PC18 <= -0.3695138
PC32 > 0.03384475
-> class 0\|1 [0.885]
Rule 19/39: (34.4/3.3, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.007588
PC13 <= 6.92457
PC15 > -0.1967635
PC19 <= -0.2428127
PC61 <= 0.163196
PC79 <= 0.7522961
PC81 <= 0.9154884
PC97 <= 0.2976566
-> class 0\|1 [0.882]
Rule 19/40: (106.5/15.7, lift 10.8)
PC3 <= 1.640775
PC4 > -8.007588
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > 1.10851
PC25 > 0.6836072
PC34 > -2.092957
PC43 <= 1.764309
-> class 0\|1 [0.846]
Rule 19/41: (23.9/3.4, lift 10.6)
PC8 > -0.07420595
PC13 <= 6.92457
PC15 > -0.1967635
PC18 > 1.10851
PC21 <= 0.4994113
PC25 > -0.1166561
PC34 <= -1.406481
PC43 <= 1.764309
PC79 <= 0.7522961
-> class 0\|1 [0.831]
Rule 19/42: (3.6, lift 10.5)
PC13 > 6.92457
PC80 > 2.795585
-> class 0\|1 [0.820]
Rule 19/43: (70.1/12.3, lift 10.4)
PC5 <= 2.528035
PC13 <= 6.92457
PC18 > 1.10851
PC21 <= 0.4994113
PC34 <= -2.092957
-> class 0\|1 [0.816]
Rule 19/44: (4.6/0.6, lift 9.6)
PC10 <= -5.034541
PC11 <= -0.007933413
PC18 <= -0.3695138
-> class 0\|1 [0.753]
Rule 19/45: (3.8/0.5, lift 9.5)
PC29 <= -7.177152
PC43 > -1.939943
PC73 > 2.287993
-> class 0\|1 [0.743]
Rule 19/46: (54.3/15, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC43 <= -1.939943
PC68 > -0.03808718
-> class 0\|1 [0.715]
Rule 19/47: (56.3, lift 9.8)
PC4 > 9.330827
PC18 <= -1.148188
PC78 <= 2.983765
-> class 0\|2 [0.983]
Rule 19/48: (29.9, lift 9.7)
PC10 <= -4.748759
PC18 <= -0.3695138
PC20 <= -3.808707
PC74 <= 4.941581
-> class 0\|2 [0.969]
Rule 19/49: (20.5/0.9, lift 9.1)
PC2 > 2.5099
PC5 <= 2.528035
PC12 <= 0.09670471
PC18 > 1.10851
PC21 > 0.4994113
-> class 0\|2 [0.914]
Rule 19/50: (5.5, lift 8.7)
PC2 > 2.5099
PC14 <= -0.6394113
PC20 > -3.808707
PC39 > 5.480531
-> class 0\|2 [0.867]
Rule 19/51: (123.8/46.5, lift 6.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC43 > 1.764309
-> class 0\|2 [0.622]
Rule 19/52: (7759.6/5762.1, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.257]
Rule 19/53: (124.8, lift 10.8)
PC2 > 2.5099
PC3 > -4.872941
PC3 <= 1.640775
PC4 <= 9.330827
PC10 > -5.034541
PC18 <= -1.148188
PC27 > -5.077139
PC52 > -1.935255
PC68 <= -0.5039592
PC90 > -0.5411536
PC96 > -0.7079461
-> class 0\|3 [0.992]
Rule 19/54: (125.7, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.383095
PC10 > -5.034541
PC13 <= 4.742931
PC16 <= 0.3895364
PC18 <= -1.148188
PC32 > -1.429979
PC37 > -0.8264961
PC42 <= 1.330149
PC46 > -1.243928
PC77 <= 0.1301048
PC89 > 0.0205617
PC90 > -1.008024
-> class 0\|3 [0.992]
Rule 19/55: (143.7/0.4, lift 10.8)
PC3 <= 1.640775
PC4 <= 9.330827
PC10 > -5.034541
PC14 <= -0.6394113
PC18 <= -1.148188
PC20 > -3.808707
PC39 <= 5.480531
PC43 > -1.939943
PC74 <= 4.941581
-> class 0\|3 [0.990]
Rule 19/56: (98.5, lift 10.8)
PC4 > -8.261679
PC5 <= 2.383095
PC6 > -0.8755581
PC10 > -5.034541
PC18 <= -1.148188
PC32 <= 2.27024
PC78 <= 2.983765
PC93 > 0.9769168
PC97 > -0.5179265
-> class 0\|3 [0.990]
Rule 19/57: (81.1, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.383095
PC10 > -5.034541
PC18 <= -1.148188
PC52 > -1.935255
PC77 <= 0.1301048
PC90 > -1.008024
PC94 <= -0.5719701
PC97 > -0.5179265
-> class 0\|3 [0.988]
Rule 19/58: (79, lift 10.8)
PC3 > -4.872941
PC4 > -8.261679
PC5 <= 2.383095
PC6 > -0.8755581
PC10 > -5.034541
PC18 <= -1.148188
PC28 > -1.436036
PC32 <= 2.27024
PC42 <= -0.9596388
PC57 <= 1.570043
PC60 > -0.7789218
PC63 <= 1.031669
PC94 > -0.5719701
-> class 0\|3 [0.987]
Rule 19/59: (70.3/0.1, lift 10.7)
PC4 > -8.261679
PC4 <= 9.330827
PC5 > -0.9959361
PC6 > -0.8755581
PC14 > -0.6394113
PC18 <= -1.148188
PC32 <= 2.27024
PC37 > -0.8264961
PC43 > -1.939943
PC46 > -1.243928
PC54 > -1.409464
PC59 > 1.036148
PC60 > -0.7789218
PC68 > -0.5039592
PC90 > -1.008024
-> class 0\|3 [0.984]
Rule 19/60: (61.6, lift 10.7)
PC2 > 2.5099
PC5 <= 2.383095
PC6 > -0.8755581
PC10 > -5.034541
PC18 <= -0.3695138
PC42 > 1.330149
PC90 > -1.008024
PC97 > -0.5179265
PC99 > -0.5909389
-> class 0\|3 [0.984]
Rule 19/61: (59.1, lift 10.7)
PC3 <= 1.640775
PC18 <= -0.3695138
PC27 > -5.077139
PC32 <= 2.27024
PC38 > -0.42844
PC43 > -1.939943
PC60 > -0.7789218
PC81 <= -1.852001
PC90 > -1.008024
-> class 0\|3 [0.983]
Rule 19/62: (53, lift 10.7)
PC6 > -0.8755581
PC18 <= -1.148188
PC32 <= 2.27024
PC51 > 0.5818322
PC63 <= 1.031669
PC89 > 0.0205617
PC99 > -0.5909389
-> class 0\|3 [0.982]
Rule 19/63: (75.7/0.5, lift 10.7)
PC4 > -8.261679
PC5 <= 2.383095
PC6 > -0.8755581
PC18 <= -1.148188
PC32 > -1.429979
PC40 <= 1.348223
PC52 > -1.935255
PC54 > -1.409464
PC57 <= 1.570043
PC60 > -0.7789218
PC66 <= -1.253721
PC90 > -0.5411536
PC97 > -0.5179265
-> class 0\|3 [0.981]
Rule 19/64: (73.9/0.8, lift 10.7)
PC2 > 2.5099
PC3 > -4.872941
PC4 > -8.261679
PC4 <= 9.330827
PC5 <= 2.383095
PC18 <= -1.148188
PC52 <= -1.935255
PC77 <= 0.1301048
PC93 <= 0.9769168
-> class 0\|3 [0.977]
Rule 19/65: (95.9/1.3, lift 10.7)
PC2 > 2.5099
PC3 > -4.551761
PC4 > -8.261679
PC4 <= 9.330827
PC14 > -0.6394113
PC18 <= -1.148188
PC37 > -0.8264961
PC38 <= -0.42844
PC51 > -1.025766
PC77 <= 0.1301048
PC90 > -1.008024
PC97 > -0.5179265
-> class 0\|3 [0.977]
Rule 19/66: (41.6, lift 10.7)
PC2 <= 2.885948
PC3 <= 1.640775
PC5 > -0.9959361
PC6 > -0.8755581
PC14 > -0.6394113
PC16 > 0.3895364
PC18 <= -0.3695138
PC41 <= 0.2012752
PC43 > -1.939943
-> class 0\|3 [0.977]
Rule 19/67: (80.3/1, lift 10.7)
PC3 <= 1.640775
PC4 > -8.261679
PC16 > -0.1674418
PC18 <= -1.148188
PC27 > -5.077139
PC40 <= 1.348223
PC50 <= -0.449197
PC51 > -1.025766
PC63 > -0.9932417
PC77 <= 0.1301048
-> class 0\|3 [0.976]
Rule 19/68: (40, lift 10.7)
PC2 > 2.5099
PC3 <= -1.953879
PC16 > 0.7207467
PC18 > -1.148188
PC18 <= -0.3695138
PC27 <= 1.986311
PC51 > 0.7906827
-> class 0\|3 [0.976]
Rule 19/69: (38.4, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.330827
PC10 > -5.034541
PC14 > -0.6394113
PC18 <= -1.148188
PC43 > 1.773609
PC74 <= 4.941581
-> class 0\|3 [0.975]
Rule 19/70: (36.8, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC26 <= -2.09578
PC43 > -1.939943
-> class 0\|3 [0.974]
Rule 19/71: (232.9/6.6, lift 10.6)
PC4 <= 9.330827
PC5 > -0.9959361
PC10 > -4.748759
PC16 <= 0.7768212
PC18 <= -1.148188
PC20 <= -3.808707
PC78 <= 2.983765
-> class 0\|3 [0.968]
Rule 19/72: (249.5/8.4, lift 10.5)
PC4 <= 9.330827
PC10 > -5.034541
PC13 > -1.377014
PC16 > 0.3859748
PC18 <= -1.148188
PC28 > -1.436036
PC32 > -1.429979
PC32 <= 0.9723492
PC37 > -0.8264961
PC38 > -0.42844
PC40 > -1.314259
PC63 > -0.9932417
PC71 > -0.7841926
PC75 > -0.4337327
PC88 > -0.4529832
PC89 <= 0.0205617
PC90 > -0.5411536
PC97 > -0.5179265
PC99 > -0.5909389
-> class 0\|3 [0.963]
Rule 19/73: (339/12.8, lift 10.5)
PC4 <= 9.330827
PC6 > -0.8755581
PC7 > -0.5039223
PC10 > -5.034541
PC11 <= 0.3076571
PC18 <= -1.148188
PC27 > -5.077139
PC32 > -1.429979
PC60 > -0.3822189
PC97 <= -0.5179265
-> class 0\|3 [0.960]
Rule 19/74: (178.4/6.3, lift 10.5)
PC2 > 2.5099
PC16 > -0.1674418
PC18 <= -0.3695138
PC21 > 0.1094856
PC28 > -1.436036
PC32 <= 0.9723492
PC52 > -1.935255
PC57 <= 1.570043
PC63 > -0.9932417
PC63 <= 1.031669
PC77 <= 0.1301048
PC90 > -0.5411536
PC99 > -0.5909389
-> class 0\|3 [0.960]
Rule 19/75: (35.3/0.7, lift 10.4)
PC18 > -0.3695138
PC29 <= 5.080713
PC36 > 3.90628
-> class 0\|3 [0.953]
Rule 19/76: (18.8, lift 10.4)
PC13 > 6.92457
PC36 > 1.476349
PC43 <= 1.764309
-> class 0\|3 [0.952]
Rule 19/77: (88/3.8, lift 10.3)
PC3 <= -1.953879
PC18 <= -0.3695138
PC20 <= -4.323125
-> class 0\|3 [0.947]
Rule 19/78: (23.7/0.5, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -0.8755581
PC18 <= -0.3695138
PC32 <= -1.429979
PC91 <= -1.127419
-> class 0\|3 [0.942]
Rule 19/79: (36.9/2, lift 10.1)
PC3 <= 1.640775
PC18 <= -1.148188
PC43 <= -1.939943
PC68 <= -0.03808718
-> class 0\|3 [0.923]
Rule 19/80: (30/1.6, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.210525
PC18 > -1.148188
PC18 <= -0.3695138
-> class 0\|3 [0.918]
Rule 19/81: (145.4/12.6, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC36 <= 3.90628
PC43 > 1.764309
PC80 <= -0.002862248
PC86 <= 4.013646
-> class 0\|3 [0.908]
Rule 19/82: (8.6, lift 9.9)
PC2 > 2.5099
PC3 <= -1.953879
PC6 > -0.1252075
PC8 <= 0.1115942
PC15 > -1.210525
PC18 <= -0.3695138
-> class 0\|3 [0.906]
Rule 19/83: (41/3.3, lift 9.8)
PC8 <= 0.1115942
PC18 > -1.148188
PC18 <= -0.3695138
PC27 > 1.986311
-> class 0\|3 [0.900]
Rule 19/84: (5.7, lift 9.5)
PC18 > -1.148188
PC18 <= -0.3695138
PC28 > 3.778366
-> class 0\|3 [0.869]
Rule 19/85: (3.2, lift 8.8)
PC2 > 2.5099
PC21 <= -2.425072
-> class 0\|3 [0.809]
Rule 19/86: (31.6/7.6, lift 8.1)
PC2 > 2.5099
PC18 > -0.3695138
PC86 > 4.013646
-> class 0\|3 [0.743]
Rule 19/87: (72.6/22.6, lift 7.5)
PC13 > 6.92457
PC43 <= 1.764309
PC60 <= 0.5621427
PC65 > -0.3572652
-> class 0\|3 [0.683]
Rule 19/88: (37.6/11.7, lift 7.4)
PC10 <= -5.034541
PC18 <= -1.148188
PC45 > -0.1716907
-> class 0\|3 [0.680]
Rule 19/89: (90.2, lift 22.0)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC12 <= -0.07186928
PC22 > 0.1252682
PC33 > -0.5413352
PC47 > -0.295758
PC77 <= 0.7041603
PC98 <= -0.2866747
-> class 1\|0 [0.989]
Rule 19/90: (59, lift 21.9)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC9 <= -0.8741135
PC21 > -0.17899
PC22 > 0.1252682
PC47 > -0.295758
PC77 <= 0.7041603
PC86 <= 0.5722935
-> class 1\|0 [0.983]
Rule 19/91: (22.9, lift 21.4)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.07186928
PC16 <= 0.9959877
PC46 <= 2.015844
PC50 > -0.2178361
PC86 <= 0.5722935
PC93 > 0.68998
-> class 1\|0 [0.960]
Rule 19/92: (28.7/0.9, lift 20.9)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > 0.1688254
PC9 > 0.3598154
PC10 <= -0.3798193
-> class 1\|0 [0.940]
Rule 19/93: (15.5, lift 20.9)
PC3 > 1.640775
PC12 <= -0.07186928
PC16 <= 0.9959877
PC21 > -0.17899
PC22 > 0.1252682
PC46 <= 2.015844
PC50 > -0.2178361
PC86 <= 0.5722935
PC91 <= -0.1548275
-> class 1\|0 [0.938]
Rule 19/94: (11.4, lift 20.6)
PC1 > -0.430681
PC9 > 0.3598154
PC10 <= -0.3798193
PC26 > 0.71023
-> class 1\|0 [0.925]
Rule 19/95: (10.7, lift 20.5)
PC2 > 2.5099
PC3 > 1.640775
PC5 > 6.42255
PC12 <= -0.07186928
PC21 > -0.17899
PC85 > -0.1698294
-> class 1\|0 [0.921]
Rule 19/96: (13.2/0.3, lift 20.4)
PC2 <= 2.5099
PC3 > 0.253746
PC4 > 0.9132453
PC99 <= -0.322919
-> class 1\|0 [0.918]
Rule 19/97: (16.1/0.7, lift 20.2)
PC1 > -0.430681
PC16 <= -2.618455
PC68 <= -1.841606
-> class 1\|0 [0.907]
Rule 19/98: (29.9/2.5, lift 19.8)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC12 <= -0.07186928
PC21 > -0.17899
PC70 > 1.356184
PC86 <= 0.5722935
-> class 1\|0 [0.890]
Rule 19/99: (162.1/19.2, lift 19.5)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC12 <= -0.07186928
PC22 > 0.1252682
PC33 > -0.5413352
PC43 > -0.8520934
PC47 > -0.295758
PC77 <= 0.7041603
PC85 <= -0.1698294
-> class 1\|0 [0.877]
Rule 19/100: (5.9, lift 19.4)
PC1 > -0.430681
PC2 <= -2.747247
PC9 > 0.3598154
PC16 > 3.385889
-> class 1\|0 [0.873]
Rule 19/101: (5.4, lift 19.3)
PC1 > 13.61654
PC3 <= 0.253746
PC50 > 0.5827398
-> class 1\|0 [0.865]
Rule 19/102: (52.3/7.6, lift 18.7)
PC1 > -0.430681
PC4 > -1.68035
PC9 > 0.3598154
PC10 > -0.3798193
PC11 <= 1.243502
PC16 <= 3.385889
PC21 > -1.163207
PC68 > -1.841606
PC78 <= 0.5665084
PC93 > 0.4460569
-> class 1\|0 [0.842]
Rule 19/103: (1103.7/545.6, lift 11.3)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC10 > -0.3798193
PC16 <= 3.385889
PC68 > -1.841606
-> class 1\|0 [0.506]
Rule 19/104: (199.3/0.6, lift 16.7)
PC1 > -0.430681
PC2 <= 2.5099
PC4 > -1.68035
PC9 > 0.3598154
PC10 > -0.3798193
PC11 <= 1.243502
PC15 > -3.589494
PC18 <= 0.1633198
PC19 <= 2.700375
PC21 <= 0.5629612
PC27 <= 0.3837088
PC45 <= 0.417831
PC49 > -0.7740967
PC78 > -0.2361909
PC78 <= 0.5665084
PC90 > -0.1306018
PC93 <= 0.4460569
PC94 > -0.1939822
PC95 > -0.6172966
PC99 > -1.081156
PC99 <= 1.56498
-> class 1\|1 [0.992]
Rule 19/105: (97.7, lift 16.7)
PC2 <= 2.5099
PC4 > 0.9132453
PC9 <= 0.3598154
PC99 > -0.322919
-> class 1\|1 [0.990]
Rule 19/106: (143.8/1.3, lift 16.6)
PC2 > 2.5099
PC8 <= -3.620445
PC16 <= 0.9959877
PC50 > -0.2178361
-> class 1\|1 [0.984]
Rule 19/107: (56.9, lift 16.6)
PC1 > 13.61654
PC3 <= 0.253746
PC9 <= 0.3598154
PC19 > -1.661511
PC50 <= 0.5827398
-> class 1\|1 [0.983]
Rule 19/108: (26.4, lift 16.3)
PC2 <= 2.5099
PC9 > 0.3598154
PC16 <= 3.385889
PC20 <= -0.8842227
PC21 <= -0.755381
-> class 1\|1 [0.965]
Rule 19/109: (69.5/1.5, lift 16.2)
PC2 <= 2.5099
PC4 <= -1.68035
PC9 > 0.3598154
PC26 > -0.4998997
PC46 > 0.09251482
-> class 1\|1 [0.964]
Rule 19/110: (50.6/1.3, lift 16.1)
PC1 > -0.430681
PC9 > 0.3598154
PC11 > 1.243502
PC16 <= 3.385889
PC47 <= 0.4322866
PC78 <= 0.5665084
-> class 1\|1 [0.955]
Rule 19/111: (19.1, lift 16.0)
PC1 > -0.430681
PC9 > 0.3598154
PC11 <= 1.243502
PC16 <= 3.385889
PC21 <= -1.163207
PC68 > -1.841606
PC78 <= 0.5665084
-> class 1\|1 [0.953]
Rule 19/112: (8.6, lift 15.3)
PC1 > -0.430681
PC3 <= 0.253746
PC9 <= 0.3598154
PC11 <= 1.930692
PC12 <= 0.7567332
PC19 <= -1.661511
-> class 1\|1 [0.906]
Rule 19/113: (7, lift 15.0)
PC1 <= -0.430681
PC2 > -0.9597889
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.582128
PC37 > 1.037153
-> class 1\|1 [0.889]
Rule 19/114: (83.3/9.1, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.253746
PC18 > 0.2253995
PC39 > 0.02195455
-> class 1\|1 [0.882]
Rule 19/115: (42.6/4.4, lift 14.8)
PC3 > 1.640775
PC16 <= 0.9959877
PC22 > 1.221652
PC50 <= -0.2178361
-> class 1\|1 [0.879]
Rule 19/116: (24.2/3, lift 14.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.253746
PC8 > -5.188481
PC12 <= 0.7567332
PC95 > 0.575142
-> class 1\|1 [0.848]
Rule 19/117: (35.3/13.2, lift 10.4)
PC6 <= -3.131424
PC12 <= 0.7567332
PC19 <= -1.661511
-> class 1\|1 [0.619]
Rule 19/118: (106.8/50.1, lift 8.9)
PC2 > 2.5099
PC3 > 1.640775
PC58 <= -0.9120947
-> class 1\|1 [0.530]
Rule 19/119: (1155.2/631.9, lift 7.6)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.453]
Rule 19/120: (164.5, lift 16.4)
PC2 <= 2.5099
PC3 > 0.253746
PC9 <= 0.3598154
PC18 <= 0.2253995
PC23 > -2.405399
PC27 <= -0.3541035
-> class 1\|2 [0.994]
Rule 19/121: (160.2, lift 16.4)
PC2 > 2.5099
PC6 <= -3.673249
PC15 > -1.599951
PC16 > 0.9959877
PC53 > -0.5816588
PC58 > -0.9120947
-> class 1\|2 [0.994]
Rule 19/122: (93.8, lift 16.3)
PC3 > 9.796835
PC16 > 0.9959877
-> class 1\|2 [0.990]
Rule 19/123: (72.5, lift 16.2)
PC2 <= 2.5099
PC4 <= -1.68035
PC10 > -0.3798193
PC46 <= 0.09251482
-> class 1\|2 [0.987]
Rule 19/124: (71.4, lift 16.2)
PC2 <= 2.5099
PC3 > 0.253746
PC4 > -1.636041
PC4 <= 0.9132453
PC9 <= 0.3598154
PC18 <= 0.2253995
PC46 > 0.4973331
PC69 > -0.04126641
PC83 > -0.7460348
PC97 > -2.01934
-> class 1\|2 [0.986]
Rule 19/125: (61.7, lift 16.2)
PC3 > 0.253746
PC9 <= 0.3598154
PC77 > 1.366593
PC83 > -0.7460348
-> class 1\|2 [0.984]
Rule 19/126: (58.8, lift 16.2)
PC1 > -0.430681
PC10 > -0.3798193
PC13 <= -0.1366728
PC16 > -2.618455
PC16 <= 3.385889
PC68 <= -1.841606
-> class 1\|2 [0.984]
Rule 19/127: (55.3, lift 16.2)
PC2 <= 2.5099
PC3 > 5.136715
PC9 > 0.3598154
PC16 > 3.385889
-> class 1\|2 [0.983]
Rule 19/128: (143.4/1.8, lift 16.1)
PC1 > -0.430681
PC3 <= 0.253746
PC6 > -3.131424
PC8 > -5.188481
PC11 > 1.930692
PC12 <= 0.7567332
PC19 <= -1.661511
PC82 > -0.1582795
PC95 <= 0.575142
-> class 1\|2 [0.981]
Rule 19/129: (66.2/0.3, lift 16.1)
PC2 <= 2.5099
PC3 > 0.253746
PC18 <= 0.2253995
PC19 <= 0.2261684
PC23 <= 0.05283235
PC47 > 0.4909431
PC52 > 0.1326168
-> class 1\|2 [0.981]
Rule 19/130: (47.6, lift 16.1)
PC2 <= 2.5099
PC4 <= -1.68035
PC10 > -0.3798193
PC26 <= -0.4998997
-> class 1\|2 [0.980]
Rule 19/131: (46.6, lift 16.1)
PC1 > -0.430681
PC3 > 0.253746
PC4 > -1.636041
PC9 <= 0.3598154
PC23 <= 0.05283235
PC52 > 0.1326168
PC100 > 0.8440356
-> class 1\|2 [0.979]
Rule 19/132: (41.6, lift 16.1)
PC2 <= 2.5099
PC4 <= -1.636041
PC9 <= 0.3598154
PC27 > -0.3541035
PC83 > -0.7460348
-> class 1\|2 [0.977]
Rule 19/133: (41.7, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC22 <= -2.12056
PC50 > -0.2178361
-> class 1\|2 [0.977]
Rule 19/134: (31.9, lift 16.0)
PC1 > -0.430681
PC2 <= 2.5099
PC4 > -1.68035
PC9 > 0.3598154
PC78 > 0.5665084
-> class 1\|2 [0.971]
Rule 19/135: (32.5, lift 16.0)
PC1 > -0.430681
PC9 > 0.3598154
PC16 > 3.385889
PC65 <= 0.4921201
PC69 <= -0.4801952
PC100 > -0.009884551
-> class 1\|2 [0.971]
Rule 19/136: (32.9, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC24 > 0.4023193
-> class 1\|2 [0.971]
Rule 19/137: (146.1/4.1, lift 15.9)
PC2 <= 2.5099
PC3 > 0.253746
PC7 > 1.538123
PC9 <= 0.3598154
PC18 <= 0.2253995
PC19 <= 0.2261684
PC52 > 0.1326168
-> class 1\|2 [0.966]
Rule 19/138: (64.7/1.3, lift 15.9)
PC2 <= 2.5099
PC3 > 0.253746
PC9 <= 0.3598154
PC18 <= 0.2253995
PC19 <= 1.791807
PC43 > 0.9098236
PC83 > -0.7460348
PC97 > -2.01934
-> class 1\|2 [0.966]
Rule 19/139: (27, lift 15.9)
PC1 > -0.430681
PC9 > 0.3598154
PC11 > 1.243502
PC47 > 0.4322866
-> class 1\|2 [0.965]
Rule 19/140: (22.9, lift 15.8)
PC1 > -0.430681
PC3 > 0.253746
PC4 <= 0.9132453
PC7 <= 1.538123
PC9 <= 0.3598154
PC27 > -0.3541035
PC52 > 0.1326168
PC92 <= -0.2531535
-> class 1\|2 [0.960]
Rule 19/141: (21.4, lift 15.8)
PC1 > -0.430681
PC18 <= 0.2253995
PC19 <= 0.2261684
PC35 <= -1.322138
-> class 1\|2 [0.957]
Rule 19/142: (19.1, lift 15.7)
PC1 > -0.430681
PC2 > -2.747247
PC9 > 0.3598154
PC16 > 3.385889
PC55 <= -0.210335
PC65 <= 0.4921201
PC100 > -0.009884551
-> class 1\|2 [0.953]
Rule 19/143: (72.7/2.6, lift 15.7)
PC1 > -0.430681
PC2 > -2.747247
PC2 <= 2.5099
PC9 > 0.3598154
PC16 > 3.385889
PC45 > -0.1239707
PC65 <= 0.4921201
PC100 > -0.009884551
-> class 1\|2 [0.951]
Rule 19/144: (53.2/3.1, lift 15.2)
PC3 > 0.253746
PC4 <= 0.9132453
PC9 <= 0.3598154
PC19 <= 1.791807
PC27 > -0.3541035
PC83 > -0.7460348
PC87 <= -0.6044032
-> class 1\|2 [0.926]
Rule 19/145: (56.9/3.5, lift 15.2)
PC2 > -2.747247
PC9 > 0.3598154
PC16 > 3.385889
PC61 > -0.5583106
PC65 <= 0.4921201
PC100 > -0.009884551
-> class 1\|2 [0.924]
Rule 19/146: (8.7, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC41 > 0.3344701
-> class 1\|2 [0.907]
Rule 19/147: (25.7/2, lift 14.7)
PC1 > -0.430681
PC9 > 0.3598154
PC10 > -0.3798193
PC16 <= 3.385889
PC45 > 0.417831
PC68 > -1.841606
-> class 1\|2 [0.892]
Rule 19/148: (40.7/4.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC22 <= 0.1252682
PC47 <= -0.1661515
PC50 > -0.2178361
-> class 1\|2 [0.872]
Rule 19/149: (5.1, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC72 <= -1.26589
-> class 1\|2 [0.858]
Rule 19/150: (50.6/7.1, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC22 <= 1.221652
PC50 <= -0.2178361
PC82 <= 0.3334497
-> class 1\|2 [0.845]
Rule 19/151: (38.1/5.3, lift 13.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.253746
PC4 <= 0.9132453
PC9 <= 0.3598154
PC18 <= 0.2253995
PC19 > 0.2261684
PC19 <= 1.791807
-> class 1\|2 [0.842]
Rule 19/152: (54.1/13.8, lift 12.1)
PC1 > -0.430681
PC9 > 0.3598154
PC10 > -0.3798193
PC16 <= 3.385889
PC20 <= -0.8842227
PC21 > -0.755381
PC68 > -1.841606
-> class 1\|2 [0.736]
Rule 19/153: (89.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.796835
PC6 > -3.673249
PC16 > 0.9959877
PC24 <= 0.4023193
PC41 <= 0.3344701
-> class 1\|3 [0.989]
Rule 19/154: (13.9/1.6, lift 12.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC53 <= -0.5816588
-> class 1\|3 [0.837]
Rule 19/155: (12.5/1.5, lift 12.0)
PC2 > 2.5099
PC6 <= -3.673249
PC15 <= -1.599951
-> class 1\|3 [0.830]
Rule 19/156: (11.9/3.7, lift 9.7)
PC1 > -0.430681
PC3 <= 0.253746
PC11 > 1.930692
PC19 <= -1.661511
PC82 <= -0.1582795
-> class 1\|3 [0.666]
Rule 19/157: (4642.9/3371.6, lift 4.0)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.274]
Rule 19/158: (219.4/0.4, lift 16.3)
PC2 <= 2.5099
PC8 > 1.582128
PC11 > -0.9337804
PC18 > -0.3272929
PC21 > -0.2469342
PC32 > -1.673557
PC46 <= 1.613171
PC56 <= 0.09856724
PC70 <= -0.04090679
PC71 <= 0.9115143
-> class 2\|0 [0.993]
Rule 19/159: (333.9/4.2, lift 16.2)
PC2 <= 2.5099
PC8 > 1.582128
PC11 > -0.3128934
PC11 <= 1.913202
PC15 <= 1.743979
PC19 <= -0.1227027
PC21 > -0.2469342
PC32 > -1.673557
PC40 > -0.6629824
PC56 <= 0.09856724
PC59 <= 0.191417
PC71 <= 0.9115143
PC100 > -0.6369766
-> class 2\|0 [0.985]
Rule 19/160: (106.6/0.9, lift 16.1)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.9337804
PC15 <= 2.648841
PC21 > -0.2469342
PC30 <= -0.3350084
PC96 > -0.3245842
-> class 2\|0 [0.982]
Rule 19/161: (27.3, lift 15.8)
PC1 > -0.430681
PC3 <= 0.253746
PC9 <= 0.3598154
PC12 > 0.7567332
PC19 <= -1.661511
-> class 2\|0 [0.966]
Rule 19/162: (203/6.2, lift 15.8)
PC8 > 1.582128
PC11 > -0.3128934
PC15 <= 1.743979
PC18 > -0.3272929
PC19 <= -0.1227027
PC21 > -0.2469342
PC26 > 0.9555482
PC32 > -1.673557
PC40 > -0.6629824
PC56 <= 0.09856724
PC59 <= 0.191417
PC71 <= 0.9115143
-> class 2\|0 [0.965]
Rule 19/163: (107.1/3.2, lift 15.8)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.9337804
PC15 <= 2.648841
PC21 > -0.2469342
PC32 > 1.688222
-> class 2\|0 [0.961]
Rule 19/164: (18.9, lift 15.6)
PC1 <= -0.430681
PC8 > 0.5326868
PC8 <= 1.582128
PC19 <= -1.125657
PC28 <= 0.102115
PC44 > 0.4826126
PC64 > -2.056049
-> class 2\|0 [0.949]
Rule 19/165: (26.1/0.7, lift 15.4)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.9337804
PC19 > -0.1227027
PC21 > -0.2469342
PC32 > -1.673557
PC56 <= 0.09856724
PC63 <= -0.1190668
PC96 > -0.3245842
-> class 2\|0 [0.940]
Rule 19/166: (116.1/6.8, lift 15.3)
PC8 > 5.892745
PC21 > -0.2469342
-> class 2\|0 [0.934]
Rule 19/167: (88.4/5.5, lift 15.2)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.3128934
PC16 <= -0.3180229
PC18 > -0.3272929
PC19 <= -0.1227027
PC21 > -0.2469342
PC56 <= 0.09856724
-> class 2\|0 [0.928]
Rule 19/168: (176.1/20, lift 14.5)
PC8 > 5.013248
PC21 > -0.2469342
PC56 <= 0.09856724
PC71 <= 0.9115143
-> class 2\|0 [0.882]
Rule 19/169: (15.7/1.2, lift 14.4)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.9337804
PC15 <= 2.648841
PC17 <= -0.6086264
PC56 > 0.09856724
PC87 > -1.271213
PC96 > -0.3245842
-> class 2\|0 [0.875]
Rule 19/170: (5.5, lift 14.2)
PC2 <= 2.5099
PC8 > 1.582128
PC11 > -0.9337804
PC21 > -0.2469342
PC38 <= -1.151721
PC87 > -1.271213
-> class 2\|0 [0.866]
Rule 19/171: (3.9, lift 13.6)
PC8 > 1.582128
PC10 <= -0.2755761
PC21 <= -0.2469342
-> class 2\|0 [0.830]
Rule 19/172: (19.6/3, lift 13.4)
PC8 > 1.582128
PC56 > 0.09856724
PC87 <= -1.271213
PC96 > -0.3245842
-> class 2\|0 [0.815]
Rule 19/173: (64.1/11.7, lift 13.3)
PC1 <= -0.430681
PC8 > 1.582128
PC11 > -0.9337804
PC15 <= 2.648841
PC21 > -0.2469342
PC62 <= -1.350312
PC96 > -0.3245842
-> class 2\|0 [0.809]
Rule 19/174: (41.5/7.3, lift 13.3)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC3 <= 0.253746
PC8 > -1.015311
PC10 <= -0.4924853
PC20 <= 0.2690985
-> class 2\|0 [0.808]
Rule 19/175: (138.5/51.4, lift 10.3)
PC1 <= -0.430681
PC2 > -0.9597889
PC2 <= 2.5099
PC8 > -0.6680527
-> class 2\|0 [0.627]
Rule 19/176: (111.2, lift 9.7)
PC1 <= -0.430681
PC8 > 1.582128
PC11 <= -0.9337804
PC15 <= 2.648841
PC21 > -0.2469342
PC96 > -0.3245842
-> class 2\|1 [0.991]
Rule 19/177: (85, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -2.033334
PC8 > -0.6680527
PC8 <= 1.582128
PC28 > 0.0190911
PC53 <= -1.276883
-> class 2\|1 [0.989]
Rule 19/178: (74.3/0.2, lift 9.6)
PC1 <= -0.430681
PC2 <= -0.9597889
PC8 > 0.795783
PC8 <= 1.582128
PC36 > -0.2706665
PC44 <= 0.4826126
PC61 <= 0.4047924
PC100 > 0.08077057
-> class 2\|1 [0.984]
Rule 19/179: (56.5, lift 9.6)
PC3 > -2.033334
PC8 > 1.582128
PC11 > -0.9337804
PC30 > -0.3350084
PC46 > 1.613171
PC96 > -0.3245842
-> class 2\|1 [0.983]
Rule 19/180: (53.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC30 > 0.4316063
PC36 > -0.2706665
PC44 <= 0.4826126
PC56 > -0.3209011
PC70 > -0.9037994
-> class 2\|1 [0.982]
Rule 19/181: (69.7/0.4, lift 9.6)
PC1 <= -0.430681
PC8 > 1.582128
PC8 <= 5.013248
PC19 > -0.1227027
PC21 > -0.2469342
PC30 > -0.3350084
PC56 <= 0.09856724
PC63 > -0.1190668
-> class 2\|1 [0.981]
Rule 19/182: (66.5/0.5, lift 9.5)
PC2 <= 2.5099
PC8 > 1.582128
PC11 > -0.3128934
PC16 > -0.3180229
PC19 <= -0.1227027
PC56 <= 0.09856724
PC59 > 0.191417
PC70 > -0.04090679
-> class 2\|1 [0.978]
Rule 19/183: (44.4, lift 9.5)
PC2 <= -9.459423
-> class 2\|1 [0.978]
Rule 19/184: (39.4, lift 9.5)
PC1 > -0.430681
PC1 <= 13.61654
PC3 <= 0.253746
PC8 > 0.5831117
PC9 <= 0.3598154
PC10 > -0.4924853
PC19 > -1.661511
PC58 > -0.02896178
-> class 2\|1 [0.976]
Rule 19/185: (87.8/1.5, lift 9.5)
PC2 > -2.059743
PC2 <= -0.9597889
PC5 > -0.5805749
PC8 > -0.1907165
PC8 <= 1.582128
PC24 > -0.6773098
PC56 > -0.3209011
-> class 2\|1 [0.973]
Rule 19/186: (28.7, lift 9.4)
PC2 <= -2.059743
PC5 > -0.5805749
PC8 > -0.1907165
PC8 <= 1.582128
PC22 > -0.8996302
PC25 <= -0.06361661
PC44 <= 0.4826126
PC76 > -0.1766787
-> class 2\|1 [0.967]
Rule 19/187: (48.7/0.8, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC30 > 0.2543901
PC44 <= 0.4826126
PC50 <= -0.4466594
PC56 <= -0.3209011
PC60 <= 1.606557
-> class 2\|1 [0.964]
Rule 19/188: (23.1, lift 9.4)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC3 <= 0.253746
PC8 > -1.015311
PC9 <= 0.3598154
PC19 > -1.661511
PC33 > 0.356077
-> class 2\|1 [0.960]
Rule 19/189: (31.9/0.4, lift 9.3)
PC2 <= -0.9597889
PC8 > -0.6680527
PC8 <= 0.795783
PC36 > -0.2706665
PC44 <= 0.4826126
PC53 > -1.276883
PC56 > -0.3209011
PC95 <= -0.482088
-> class 2\|1 [0.958]
Rule 19/190: (48.6/1.3, lift 9.3)
PC1 <= -0.430681
PC2 <= -0.9597889
PC8 > -0.6680527
PC8 <= 1.582128
PC24 <= -0.6773098
-> class 2\|1 [0.955]
Rule 19/191: (17.9, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC34 > 1.066212
PC47 <= -0.779565
-> class 2\|1 [0.950]
Rule 19/192: (35.9/1, lift 9.2)
PC1 <= -0.430681
PC8 > 1.582128
PC18 <= -0.3272929
PC21 > -0.2469342
-> class 2\|1 [0.948]
Rule 19/193: (68.9/3.4, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC44 <= 0.4826126
PC70 <= -0.9037994
-> class 2\|1 [0.938]
Rule 19/194: (18.1/0.4, lift 9.1)
PC1 <= -0.430681
PC2 <= -0.9597889
PC8 > -0.6680527
PC8 <= 1.582128
PC36 > -0.2706665
PC43 > 0.4280665
PC44 <= 0.4826126
PC56 > -0.3209011
PC76 > -0.1766787
-> class 2\|1 [0.932]
Rule 19/195: (27.2/1.1, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC44 <= 0.4826126
PC70 > -0.9037994
PC71 > 2.155598
-> class 2\|1 [0.928]
Rule 19/196: (11.4, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.795783
PC28 <= -0.1244157
PC36 > -0.2706665
PC44 <= 0.4826126
PC76 > -0.1766787
-> class 2\|1 [0.925]
Rule 19/197: (167.1/12.1, lift 9.0)
PC2 <= -0.9597889
PC3 > -2.033334
PC8 > 0.795783
PC8 <= 1.582128
PC12 > -2.207784
PC19 <= 3.262528
PC20 <= 0.40384
PC36 > -0.2706665
PC40 > -1.153287
PC44 <= 0.4826126
PC54 > -1.248252
PC61 <= 0.4047924
PC76 > -0.4370073
-> class 2\|1 [0.922]
Rule 19/198: (12.5/0.3, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > -0.5805749
PC8 > -0.1907165
PC8 <= 1.582128
PC36 > -0.2706665
PC36 <= -0.2449299
PC53 > -1.276883
PC76 > -0.1766787
-> class 2\|1 [0.909]
Rule 19/199: (58.1/4.9, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC28 <= -0.2665321
-> class 2\|1 [0.902]
Rule 19/200: (33.7/3, lift 8.6)
PC1 <= -0.430681
PC8 > 1.582128
PC26 <= 0.9555482
PC32 > -1.673557
PC70 > -0.04090679
PC100 <= -0.6369766
-> class 2\|1 [0.887]
Rule 19/201: (51.6/6.1, lift 8.5)
PC2 <= 2.5099
PC8 > -2.855389
PC13 <= -1.125711
-> class 2\|1 [0.868]
Rule 19/202: (19.6/2, lift 8.4)
PC3 > 0.253746
PC9 <= 0.3598154
PC18 <= 0.2253995
PC19 > 1.791807
-> class 2\|1 [0.863]
Rule 19/203: (16.6/1.6, lift 8.4)
PC1 <= -0.430681
PC8 > -0.1907165
PC8 <= 0.795783
PC19 <= -0.9157072
PC36 > -0.2706665
PC44 <= 0.4826126
PC56 > -0.3209011
PC76 > -0.1766787
PC95 > -0.482088
-> class 2\|1 [0.858]
Rule 19/204: (29.3/4.2, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC43 <= 0.4280665
PC44 > 0.3966551
PC44 <= 0.4826126
PC76 > -0.1766787
-> class 2\|1 [0.835]
Rule 19/205: (77.9/12.5, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > -0.5805749
PC8 > -0.1907165
PC8 <= 0.795783
PC22 > -0.8996302
PC24 > -0.6773098
PC44 <= 0.4826126
PC56 > -0.3209011
PC76 > -0.1766787
PC95 <= 0.007030359
-> class 2\|1 [0.831]
Rule 19/206: (25.6/9.2, lift 6.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.253746
PC7 > 1.089236
PC18 > 0.2253995
PC39 <= 0.02195455
-> class 2\|1 [0.631]
Rule 19/207: (3645.3/1835.2, lift 4.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
-> class 2\|1 [0.497]
Rule 19/208: (209.3/0.7, lift 10.9)
PC2 <= 2.5099
PC4 > -0.2825551
PC8 > -2.855389
PC8 <= -0.6680527
PC14 > -2.039542
PC19 > -3.140827
PC32 <= 1.576572
PC57 <= -0.07739355
PC68 <= -0.2056389
-> class 2\|2 [0.992]
Rule 19/209: (93.1, lift 10.8)
PC8 > -2.855389
PC8 <= -0.6680527
PC19 > 3.164775
PC57 <= 0.204849
PC76 <= 0.3064057
-> class 2\|2 [0.989]
Rule 19/210: (150.1/0.9, lift 10.8)
PC2 <= 2.5099
PC4 > -0.2825551
PC8 > -2.855389
PC8 <= -0.6680527
PC13 > -1.125711
PC19 > -3.140827
PC32 <= 1.576572
PC44 <= -0.9405506
PC47 > -0.779565
PC57 <= -0.07739355
PC76 <= 0.5956997
-> class 2\|2 [0.988]
Rule 19/211: (49.8, lift 10.7)
PC8 > -2.855389
PC8 <= -0.6680527
PC35 <= -3.866878
PC47 > -0.779565
PC57 > -0.07739355
-> class 2\|2 [0.981]
Rule 19/212: (59.3/0.2, lift 10.7)
PC1 <= -0.430681
PC4 > -0.2825551
PC8 > -2.855389
PC8 <= -0.6680527
PC13 > -1.125711
PC35 <= 0.05940232
PC47 > -0.779565
PC57 <= -0.07739355
PC68 > -0.2056389
PC76 <= 0.5956997
-> class 2\|2 [0.981]
Rule 19/213: (45.3, lift 10.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.253746
PC8 > -1.015311
PC8 <= 0.5831117
PC9 <= 0.3598154
PC10 > -0.4924853
PC19 > -1.661511
PC33 <= 0.356077
PC35 > -0.3434471
PC58 > -0.02896178
PC83 <= 0.05326109
-> class 2\|2 [0.979]
Rule 19/214: (98.8/1.2, lift 10.7)
PC1 <= -0.430681
PC8 > -2.855389
PC8 <= -0.6680527
PC19 > 0.3480635
PC28 > -0.2665321
PC57 <= 0.204849
PC63 > 0.1992546
PC79 > -0.1937253
-> class 2\|2 [0.978]
Rule 19/215: (43.5/0.2, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC25 > 0.4620356
-> class 2\|2 [0.973]
Rule 19/216: (28, lift 10.6)
PC2 <= 2.5099
PC8 > -2.855389
PC40 > -0.1894008
PC57 <= 0.204849
PC62 > 1.952414
PC76 <= 0.3064057
PC79 > -0.1937253
-> class 2\|2 [0.966]
Rule 19/217: (25.6, lift 10.6)
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC50 <= -1.863218
-> class 2\|2 [0.964]
Rule 19/218: (25.3, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC47 <= -0.779565
PC96 > 0.6815612
-> class 2\|2 [0.963]
Rule 19/219: (23.9, lift 10.5)
PC1 <= -0.430681
PC4 <= -0.2394597
PC8 > -2.855389
PC19 > 0.3480635
PC28 > -0.2665321
PC32 <= 1.576572
PC35 > -3.866878
PC40 > -0.1894008
PC50 > -1.863218
PC57 > -0.07739355
PC57 <= 0.204849
-> class 2\|2 [0.961]
Rule 19/220: (21, lift 10.5)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.5326868
PC28 <= 0.102115
PC48 > 1.774053
PC80 <= 1.42198
-> class 2\|2 [0.957]
Rule 19/221: (52.8/1.8, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC27 <= -0.7959244
-> class 2\|2 [0.948]
Rule 19/222: (17, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.152501
PC8 <= -0.6680527
PC15 <= -0.9144083
PC19 > -3.140827
PC40 <= -0.1894008
PC76 <= 0.3064057
-> class 2\|2 [0.947]
Rule 19/223: (21.1/0.4, lift 10.3)
PC1 <= -0.430681
PC8 > -2.855389
PC8 <= -0.6680527
PC13 > -1.125711
PC19 > 0.3480635
PC32 <= 1.576572
PC57 > -0.07739355
PC57 <= 0.204849
PC79 <= -0.1937253
-> class 2\|2 [0.937]
Rule 19/224: (52.9/3.1, lift 10.1)
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC32 <= 1.576572
PC35 > -3.866878
PC47 > -0.779565
PC90 > 0.9551005
-> class 2\|2 [0.926]
Rule 19/225: (273.2/19.9, lift 10.1)
PC2 <= 2.5099
PC5 > -0.983691
PC8 > -2.855389
PC8 <= -0.6680527
PC9 > -3.225187
PC13 > -1.125711
PC15 > -0.9144083
PC18 > -0.2464977
PC33 <= 0.8527513
PC40 <= -0.1894008
PC45 <= 0.3507638
PC47 > -0.779565
PC74 > -2.11627
PC76 <= 0.3064057
-> class 2\|2 [0.924]
Rule 19/226: (10.6/0.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC19 > -3.140827
PC23 > 1.891712
PC40 > -0.1894008
PC57 > -0.07739355
-> class 2\|2 [0.893]
Rule 19/227: (7.2, lift 9.8)
PC1 <= -0.430681
PC7 <= 0.1417766
PC8 > 1.582128
-> class 2\|2 [0.892]
Rule 19/228: (93.9/11.4, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC40 > -0.1894008
PC47 > -0.779565
PC76 <= 0.3064057
PC88 > 0.4256945
-> class 2\|2 [0.870]
Rule 19/229: (67/8.3, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC9 > -1.389948
PC46 > 0.4344433
PC60 <= -0.5467761
PC68 > -2.771681
-> class 2\|2 [0.866]
Rule 19/230: (48.6/6.4, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -2.033334
PC8 > -0.6680527
PC8 <= 0.5326868
PC28 <= 0.102115
PC44 > 0.4826126
PC58 > -0.107588
PC80 <= 1.42198
-> class 2\|2 [0.853]
Rule 19/231: (7.4/0.6, lift 9.1)
PC1 <= -0.430681
PC4 <= -0.3636443
PC8 > -2.855389
PC8 <= -0.6680527
PC47 > -0.779565
PC57 > 0.204849
-> class 2\|2 [0.833]
Rule 19/232: (22.1/3.1, lift 9.1)
PC8 <= -0.6680527
PC68 > -2.771681
PC74 > -0.8009616
PC75 > -0.005844843
PC95 > 1.93328
-> class 2\|2 [0.829]
Rule 19/233: (19.5/2.7, lift 9.1)
PC1 <= -0.430681
PC8 > 1.582128
PC18 > -0.008497396
PC21 <= -0.2469342
-> class 2\|2 [0.828]
Rule 19/234: (11.3/1.3, lift 9.1)
PC1 <= -0.430681
PC2 > -0.9597889
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.1680859
-> class 2\|2 [0.827]
Rule 19/235: (29/5, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC43 <= -1.327557
PC47 > -0.779565
PC57 > -0.07739355
PC76 > 0.3064057
-> class 2\|2 [0.808]
Rule 19/236: (11.7/2.3, lift 8.3)
PC1 <= -0.430681
PC8 > 1.582128
PC15 > 2.648841
PC21 > -0.2469342
PC96 > -0.3245842
-> class 2\|2 [0.758]
Rule 19/237: (24.1/5.6, lift 8.2)
PC1 <= -0.430681
PC8 > 1.582128
PC21 <= -0.2469342
PC40 <= -1.495116
-> class 2\|2 [0.748]
Rule 19/238: (39.7/10.4, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.855389
PC19 > -2.273685
PC38 > 0.1761402
PC68 > -2.771681
PC74 > -0.8009616
PC75 > -0.005844843
-> class 2\|2 [0.727]
Rule 19/239: (39.4/11.2, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC19 > -3.140827
PC28 > -0.2665321
PC32 > 1.576572
PC37 <= 1.251445
PC47 > -0.779565
-> class 2\|2 [0.704]
Rule 19/240: (23.4/8, lift 7.1)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC3 <= 0.253746
PC19 > -1.661511
PC20 <= 0.2690985
PC48 <= -0.2565972
-> class 2\|2 [0.646]
Rule 19/241: (1358.9/616, lift 6.0)
PC1 <= -0.430681
PC2 <= -0.9597889
PC3 > -2.033334
PC8 > -0.6680527
PC8 <= 1.582128
PC44 <= 0.4826126
-> class 2\|2 [0.547]
Rule 19/242: (91, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.5326868
PC28 <= 0.102115
PC44 > 0.4826126
PC48 <= 1.774053
PC58 <= -0.107588
PC80 <= 1.42198
PC99 <= 1.154592
-> class 2\|3 [0.989]
Rule 19/243: (279.3/5.8, lift 8.0)
PC1 <= -0.430681
PC4 > -0.3636443
PC8 > -2.855389
PC8 <= -0.6680527
PC19 > -3.140827
PC23 <= 1.891712
PC28 > -0.2665321
PC35 > -3.866878
PC40 > -0.1894008
PC47 > -0.779565
PC50 > -1.863218
PC57 > 0.204849
PC76 <= 0.3064057
PC88 <= 0.4256945
PC90 <= 0.9551005
-> class 2\|3 [0.976]
Rule 19/244: (53.7/0.9, lift 7.9)
PC2 > -8.984026
PC2 <= 2.5099
PC4 <= -0.2825551
PC8 > -2.855389
PC8 <= -0.6680527
PC25 <= 0.4620356
PC32 <= 1.576572
PC47 > -0.779565
PC57 <= -0.07739355
PC84 > 0.05355281
-> class 2\|3 [0.965]
Rule 19/245: (102.9/4.1, lift 7.8)
PC1 <= -0.430681
PC8 <= -2.855389
PC16 > 0.3773519
PC68 > -2.771681
PC75 <= -0.005844843
-> class 2\|3 [0.951]
Rule 19/246: (28.4/0.8, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.582128
PC30 <= 0.2543901
PC44 <= 0.4826126
PC56 <= -0.3209011
PC70 > -0.9037994
PC75 <= 0.209267
-> class 2\|3 [0.942]
Rule 19/247: (11.2, lift 7.6)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.582128
PC28 <= 0.102115
PC44 > 0.4826126
PC64 <= -2.056049
-> class 2\|3 [0.924]
Rule 19/248: (32.3/6.1, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -2.033334
PC8 > -0.6680527
-> class 2\|3 [0.792]
Rule 19/249: (758.3/524, lift 2.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.253746
PC9 <= 0.3598154
-> class 2\|3 [0.309]
Rule 19/250: (12177.4/9743.2, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.200]
Rule 19/251: (272.6/0.4, lift 18.7)
PC1 <= -0.430681
PC8 <= -2.855389
PC19 <= -2.273685
PC46 <= 0.4344433
PC75 > -0.005844843
-> class 2\|4 [0.995]
Rule 19/252: (171.7, lift 18.7)
PC1 <= -0.430681
PC8 <= -2.855389
PC16 <= 0.3773519
PC26 <= 3.311726
PC28 > 0.05791529
PC46 > -0.6182814
PC46 <= 0.4344433
-> class 2\|4 [0.994]
Rule 19/253: (167.6/0.5, lift 18.6)
PC1 <= -0.430681
PC8 <= -2.855389
PC16 <= 0.3773519
PC22 > -1.646191
PC26 <= 3.311726
PC46 <= -0.6182814
PC49 > 0.0006886259
PC67 > -0.8257832
PC74 > -0.8009616
PC76 <= 0.5362535
-> class 2\|4 [0.991]
Rule 19/254: (168.1/1, lift 18.5)
PC1 <= -0.430681
PC8 <= -2.855389
PC16 <= 0.3773519
PC24 <= 0.02521209
PC26 <= 3.311726
PC46 <= 0.4344433
PC67 > -0.8257832
PC75 <= -0.005844843
PC76 <= 0.5362535
-> class 2\|4 [0.988]
Rule 19/255: (153.1/1.6, lift 18.5)
PC8 <= -2.855389
PC19 <= -3.633962
PC22 > -1.646191
PC46 <= 0.4344433
-> class 2\|4 [0.984]
Rule 19/256: (241.1/2.8, lift 18.5)
PC1 <= -0.430681
PC8 <= -2.855389
PC16 <= -0.5123199
PC17 <= 0.9892711
PC22 > -1.646191
PC26 <= 3.311726
PC45 <= 0.1555312
PC46 <= 0.4344433
PC49 <= 0.0006886259
PC62 <= 0.4266476
PC74 > -0.8009616
PC75 <= -0.005844843
PC76 <= 0.5362535
-> class 2\|4 [0.984]
Rule 19/257: (55.8, lift 18.4)
PC8 <= -2.855389
PC16 <= 0.3773519
PC17 <= 0.9892711
PC22 > -1.646191
PC46 <= 0.4344433
PC49 > 0.0006886259
PC67 > -0.8257832
PC74 > -0.8009616
PC76 <= 0.5362535
PC85 > 0.5474974
-> class 2\|4 [0.983]
Rule 19/258: (161.2/2.3, lift 18.4)
PC8 <= -2.855389
PC16 <= 0.3773519
PC17 <= 0.9892711
PC26 <= 3.311726
PC46 <= 0.4344433
PC49 <= 0.0006886259
PC62 <= 0.4266476
PC67 > -0.8257832
PC74 > -0.8009616
PC75 <= -0.005844843
PC90 > 0.2208328
-> class 2\|4 [0.980]
Rule 19/259: (49.3/0.5, lift 18.2)
PC1 <= -0.430681
PC8 > -2.855389
PC8 <= -0.6680527
PC19 <= -3.140827
PC63 <= -0.2927086
PC95 > 0.01331764
-> class 2\|4 [0.971]
Rule 19/260: (61.4/0.9, lift 18.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC27 > -0.7959244
PC47 <= -0.779565
PC50 > -0.7947015
PC56 <= -0.1926906
PC58 <= 0.0515738
PC84 > 0.06803934
PC98 <= -0.02585185
-> class 2\|4 [0.969]
Rule 19/261: (65.1/1.6, lift 18.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.253746
PC10 <= -0.07841533
PC19 > -1.661511
PC43 > -0.2012475
PC67 <= 0.304997
PC90 > 0.3784266
-> class 2\|4 [0.961]
Rule 19/262: (115.3/4.1, lift 17.9)
PC2 <= 2.5099
PC8 <= -2.855389
PC16 <= 0.3773519
PC17 <= 0.9892711
PC26 <= 3.311726
PC46 <= -0.4820952
PC49 <= 0.0006886259
PC74 > -0.8009616
PC75 <= -0.005844843
PC76 <= 0.5362535
-> class 2\|4 [0.956]
Rule 19/263: (18.8, lift 17.9)
PC1 <= -0.430681
PC8 <= -2.855389
PC62 <= -1.395596
PC68 > -2.771681
PC74 > -0.8009616
PC75 > -0.005844843
-> class 2\|4 [0.952]
Rule 19/264: (6.1, lift 16.4)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC9 <= 0.3598154
PC19 > -1.661511
PC77 > 1.187509
PC90 <= 0.3784266
-> class 2\|4 [0.876]
Rule 19/265: (4.4, lift 15.8)
PC8 <= -2.855389
PC9 > 5.051669
PC22 <= -1.646191
PC46 <= 0.4344433
PC75 <= -0.005844843
-> class 2\|4 [0.843]
Rule 19/266: (11.2/1.3, lift 15.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.855389
PC8 <= -0.6680527
PC28 <= -0.1430286
PC47 > -0.779565
PC76 > 0.3064057
-> class 2\|4 [0.824]
Default class: 2\|3
----- Trial 20: -----
Rules:
Rule 20/1: (252.4, lift 13.8)
PC2 > 2.5099
PC2 <= 7.21755
PC3 <= 1.640775
PC13 <= 7.350446
PC18 > 0.6268955
PC26 <= 0.5083948
PC28 <= 3.464059
PC42 <= 1.557549
PC60 <= -0.831105
PC97 <= 0.2751642
-> class 0\|0 [0.996]
Rule 20/2: (217.8/0.5, lift 13.8)
PC5 > -0.6072232
PC8 > -0.15241
PC8 <= 0.2390275
PC13 <= 7.350446
PC18 > 0.6268955
PC19 <= -0.00961022
PC26 <= 0.5083948
PC32 <= 0.5839502
PC35 <= 0.372664
PC41 > -0.1593728
PC42 <= 1.557549
PC50 <= 0.4385564
PC61 > -1.22466
PC76 <= -0.1475833
PC97 <= 0.2751642
PC99 > -0.5749127
-> class 0\|0 [0.993]
Rule 20/3: (342.9/1.4, lift 13.8)
PC5 > -0.6072232
PC7 > -0.9678689
PC8 > -0.15241
PC8 <= 0.2390275
PC13 <= 0.8249989
PC17 > -0.5408114
PC18 > 0.6268955
PC19 <= 0.0132291
PC26 <= 0.5083948
PC32 <= 0.5839502
PC35 <= 0.372664
PC41 > -0.1593728
PC42 <= 1.557549
PC60 <= 0.06739172
PC67 > -0.04765422
PC68 <= 0.7891617
PC91 <= 3.159646
PC93 <= 1.346613
PC97 <= 0.2751642
PC99 > -0.5749127
-> class 0\|0 [0.993]
Rule 20/4: (134.2/0.5, lift 13.7)
PC4 <= 8.431403
PC7 > -0.9678689
PC13 <= -1.817476
PC18 > 2.848612
PC26 <= 0.5083948
PC30 <= 0.2418079
PC35 <= 0.4313429
PC85 <= -0.04027867
PC90 <= 0.55565
-> class 0\|0 [0.989]
Rule 20/5: (111/0.6, lift 13.7)
PC2 > 2.5099
PC2 <= 7.21755
PC3 <= 1.640775
PC4 <= 8.431403
PC8 <= -0.15241
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC28 <= 3.464059
PC35 <= 0.4313429
PC51 > 0.02892397
PC66 <= 2.268621
PC91 <= 3.159646
-> class 0\|0 [0.986]
Rule 20/6: (99.4/1.2, lift 13.6)
PC2 > 2.5099
PC4 <= 8.431403
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC28 <= 3.464059
PC66 <= 2.268621
PC86 <= -1.760347
-> class 0\|0 [0.978]
Rule 20/7: (269.8/6.8, lift 13.5)
PC2 <= 7.21755
PC3 <= 1.640775
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC19 <= -0.00961022
PC26 <= 0.5083948
PC32 > 0.5839502
PC44 <= 1.221267
PC61 > -1.22466
PC92 <= 2.614784
PC97 <= 0.2751642
-> class 0\|0 [0.971]
Rule 20/8: (32.6, lift 13.5)
PC2 > 2.5099
PC9 > 0.411866
PC18 > 0.6268955
PC35 > 0.4313429
-> class 0\|0 [0.971]
Rule 20/9: (26.8, lift 13.4)
PC2 <= 7.21755
PC3 <= 1.640775
PC7 > -0.9678689
PC13 <= 7.350446
PC14 > -0.7200047
PC18 > 0.6268955
PC19 <= 0.0132291
PC26 <= 0.5083948
PC43 <= -1.159499
PC66 <= 2.268621
PC97 > 0.2751642
-> class 0\|0 [0.965]
Rule 20/10: (47.7/1.1, lift 13.3)
PC2 <= 7.21755
PC3 <= 1.640775
PC4 <= 8.431403
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC19 <= 0.0132291
PC35 <= 0.4313429
PC42 <= 1.557549
PC46 <= -0.3454094
PC66 <= 2.268621
PC97 > 0.2751642
-> class 0\|0 [0.958]
Rule 20/11: (9, lift 12.6)
PC2 > 7.21755
PC4 <= 8.431403
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC25 <= -1.016281
PC91 <= 3.159646
-> class 0\|0 [0.909]
Rule 20/12: (8.8/0.2, lift 12.3)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 <= 0.5671026
PC20 > 0.1428071
PC56 <= 0.2645048
-> class 0\|0 [0.887]
Rule 20/13: (18.1/3.9, lift 10.5)
PC9 > -0.656334
PC13 > 7.350446
PC18 > 4.696475
-> class 0\|0 [0.756]
Rule 20/14: (1114.4/420, lift 8.7)
PC2 > 2.5099
PC4 <= 8.431403
PC12 > 0.20888
PC13 <= 7.350446
PC18 > 0.6268955
PC28 <= 3.464059
PC66 <= 2.268621
-> class 0\|0 [0.623]
Rule 20/15: (155.4, lift 12.0)
PC2 > 2.5099
PC2 <= 7.21755
PC3 <= 1.640775
PC8 > -0.15241
PC18 > 0.6268955
PC24 <= 1.303538
PC26 > 0.5083948
PC42 <= 1.557549
PC86 > -1.760347
PC86 <= 1.368391
-> class 0\|1 [0.994]
Rule 20/16: (132.4, lift 12.0)
PC2 <= 7.21755
PC13 <= -1.817476
PC18 > 0.6268955
PC18 <= 2.848612
PC19 <= 0.0132291
PC28 <= 3.464059
PC41 > -0.1593728
PC97 <= 0.2751642
-> class 0\|1 [0.993]
Rule 20/17: (79.1, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.431403
PC13 <= 7.350446
PC18 > 0.6268955
PC32 <= 0.5839502
PC60 > 0.06739172
PC68 <= 0.7891617
PC76 > -0.1475833
PC97 <= 0.2751642
PC99 > -0.5749127
-> class 0\|1 [0.987]
Rule 20/18: (66, lift 11.9)
PC2 > 2.5099
PC13 > 0.8249989
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC32 <= 0.5839502
PC66 <= 2.268621
PC97 <= 0.2751642
-> class 0\|1 [0.985]
Rule 20/19: (63.3, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.350446
PC14 > -0.7200047
PC17 > -0.5408114
PC18 > 0.6268955
PC32 <= 0.5839502
PC50 > 0.4385564
PC97 <= 0.2751642
-> class 0\|1 [0.984]
Rule 20/20: (56.4, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6072232
PC7 > -0.9678689
PC16 <= 0.8193195
PC19 <= 0.0132291
PC30 > 0.2418079
PC86 > -1.760347
-> class 0\|1 [0.983]
Rule 20/21: (42.2, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1238729
PC10 > -0.9303949
PC18 > -1.049598
PC18 <= 0.6268955
PC46 <= -0.1761486
-> class 0\|1 [0.977]
Rule 20/22: (41.2, lift 11.8)
PC5 <= -0.6072232
PC13 <= -1.817476
PC17 > -0.5408114
PC85 > -0.04027867
PC86 > -1.760347
-> class 0\|1 [0.977]
Rule 20/23: (41.3, lift 11.8)
PC2 > 2.5099
PC4 <= 8.431403
PC13 <= 7.350446
PC18 > 0.6268955
PC28 <= 3.464059
PC47 > -1.610874
PC91 > 3.159646
-> class 0\|1 [0.977]
Rule 20/24: (38.4, lift 11.8)
PC9 <= -0.656334
PC13 > 7.350446
PC18 > 4.696475
PC47 > -1.610874
PC97 > -3.219008
-> class 0\|1 [0.975]
Rule 20/25: (52.3/0.4, lift 11.7)
PC2 > 2.5099
PC34 <= -0.004227358
PC75 <= 0.2772871
PC78 > 2.983765
-> class 0\|1 [0.974]
Rule 20/26: (58.1/0.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6072232
PC18 > 0.6268955
PC32 <= 0.5839502
PC86 > -1.760347
PC90 > 0.55565
-> class 0\|1 [0.974]
Rule 20/27: (34.2, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.431403
PC18 > 0.6268955
PC47 > -1.610874
PC60 > -0.831105
PC61 <= -1.22466
PC97 <= 0.2751642
-> class 0\|1 [0.972]
Rule 20/28: (83/1.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.350446
PC17 > -0.5408114
PC18 > 0.6268955
PC19 > 0.0132291
PC28 <= 3.464059
PC29 <= 1.803625
PC89 > -0.3669315
-> class 0\|1 [0.969]
Rule 20/29: (29.2, lift 11.7)
PC2 > 2.5099
PC14 > -0.7200047
PC18 > 0.6268955
PC35 <= 0.4313429
PC47 > -1.610874
PC86 > -1.760347
PC92 > 2.614784
-> class 0\|1 [0.968]
Rule 20/30: (207.8/5.7, lift 11.7)
PC3 <= 1.640775
PC13 <= 7.350446
PC17 > -0.2104008
PC18 > 0.6268955
PC19 <= 0.0132291
PC20 <= 3.324984
PC24 <= 1.165973
PC32 > -0.8935966
PC43 > -1.159499
PC46 > -0.3454094
PC57 <= 1.554185
PC86 > -1.760347
PC92 > -0.8136354
PC97 > 0.2751642
-> class 0\|1 [0.968]
Rule 20/31: (132.1/3.9, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.431403
PC12 <= 0.20888
PC14 > -1.159756
PC17 <= -0.5408114
PC18 > 0.6268955
PC93 > -0.5963342
-> class 0\|1 [0.963]
Rule 20/32: (25.2, lift 11.6)
PC2 > 2.5099
PC4 <= 8.431403
PC13 <= 7.350446
PC18 > 0.6268955
PC26 <= 0.5083948
PC32 <= 0.5839502
PC60 > -0.831105
PC66 <= 2.268621
PC86 > -1.760347
PC93 > 1.346613
-> class 0\|1 [0.963]
Rule 20/33: (70.2/1.9, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.15241
PC13 <= 7.350446
PC14 > -0.7200047
PC18 > 0.6268955
PC32 <= 0.5839502
PC35 <= 0.4313429
PC61 > -1.22466
PC68 > 0.7891617
-> class 0\|1 [0.960]
Rule 20/34: (22.8, lift 11.6)
PC2 > 2.5099
PC14 > -0.7200047
PC19 <= 0.0132291
PC26 <= 0.5083948
PC44 > 1.221267
PC60 > -0.831105
PC97 <= 0.2751642
-> class 0\|1 [0.960]
Rule 20/35: (164.1/5.8, lift 11.6)
PC9 <= 0.411866
PC13 <= 7.350446
PC14 > -0.7200047
PC17 > -0.5408114
PC18 > 0.6268955
PC28 <= 3.464059
PC35 > 0.4313429
PC77 > -0.2147643
-> class 0\|1 [0.959]
Rule 20/36: (136.1/6.3, lift 11.4)
PC4 > 8.431403
PC18 > 0.6268955
PC20 > 0.9922055
PC25 > -0.7420362
PC28 <= 3.464059
-> class 0\|1 [0.947]
Rule 20/37: (13.1, lift 11.3)
PC3 <= 1.640775
PC15 > 0.4854996
PC18 <= -1.049598
PC55 > 0.8615937
PC78 <= 2.983765
-> class 0\|1 [0.934]
Rule 20/38: (126.7/8.3, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.15241
PC18 > 0.6268955
PC32 <= 0.5839502
PC35 <= 0.4313429
PC41 <= -0.1593728
PC60 > -0.831105
PC66 <= 2.268621
-> class 0\|1 [0.928]
Rule 20/39: (142.1/9.9, lift 11.1)
PC2 > 7.21755
PC4 <= 8.431403
PC13 <= 7.350446
PC14 > -0.7200047
PC17 > -0.5408114
PC18 > 0.6268955
PC25 > -1.016281
PC28 <= 3.464059
PC86 > -1.760347
-> class 0\|1 [0.924]
Rule 20/40: (11.2, lift 11.1)
PC13 > 7.350446
PC18 <= 4.696475
PC35 <= -0.692161
PC47 > -1.610874
-> class 0\|1 [0.924]
Rule 20/41: (45.7/3.6, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6072232
PC7 > -0.9678689
PC13 > -1.817476
PC14 > -0.7200047
PC17 > -0.5408114
PC18 > 0.6268955
PC32 <= 0.5839502
-> class 0\|1 [0.903]
Rule 20/42: (23.3/1.5, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > -0.6072232
PC8 > 0.2390275
PC17 > -0.5408114
PC32 <= 0.5839502
PC60 > -0.831105
PC86 > -1.760347
-> class 0\|1 [0.902]
Rule 20/43: (93.4/8.5, lift 10.9)
PC3 <= 1.640775
PC7 <= -0.9678689
PC18 > 0.6268955
PC19 <= 0.0132291
PC86 > -1.760347
-> class 0\|1 [0.901]
Rule 20/44: (113.3/11, lift 10.8)
PC2 > 2.5099
PC2 <= 7.21755
PC8 > -0.15241
PC18 > 0.6268955
PC26 > 0.5083948
PC35 <= 0.4313429
PC42 <= 1.557549
PC45 <= 0.05149879
-> class 0\|1 [0.896]
Rule 20/45: (25.7/2.7, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.350446
PC17 > -0.5408114
PC19 <= 0.0132291
PC26 <= 0.5083948
PC32 <= 0.5839502
PC41 > -0.1593728
PC42 <= 1.557549
PC60 > -0.831105
PC97 <= 0.2751642
PC99 <= -0.5749127
-> class 0\|1 [0.868]
Rule 20/46: (5.3, lift 10.4)
PC2 > 2.5099
PC18 > -1.049598
PC18 <= 0.6268955
PC34 <= -5.047802
-> class 0\|1 [0.864]
Rule 20/47: (23.7/5.3, lift 9.1)
PC2 > 2.5099
PC4 <= 8.431403
PC18 > 0.6268955
PC19 > -0.00961022
PC19 <= 0.0132291
PC28 <= 3.464059
PC86 > -1.760347
PC97 <= 0.2751642
-> class 0\|1 [0.757]
Rule 20/48: (453.6/212.7, lift 6.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2633233
PC10 <= -0.9303949
PC18 > -1.049598
PC18 <= 0.6268955
-> class 0\|1 [0.531]
Rule 20/49: (88.2, lift 10.1)
PC10 <= -6.299334
PC18 <= -1.049598
PC30 > -4.280624
PC55 <= 0.8615937
-> class 0\|2 [0.989]
Rule 20/50: (65.4, lift 10.1)
PC3 <= 1.640775
PC12 <= 0.2266692
PC18 <= -1.049598
PC39 > -0.9164563
PC55 > 0.06975419
PC62 > -0.1838314
PC80 > 0.02681886
PC84 > 0.2174529
PC97 > -0.5422796
-> class 0\|2 [0.985]
Rule 20/51: (60.7, lift 10.1)
PC2 > 2.5099
PC18 > 0.6268955
PC47 <= -1.610874
-> class 0\|2 [0.984]
Rule 20/52: (149.5/1.7, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.1238729
PC10 > -0.9303949
PC15 > -1.286711
PC18 > -1.049598
PC18 <= 0.6268955
PC40 > -0.2674922
PC86 > -2.468913
-> class 0\|2 [0.982]
Rule 20/53: (51.5, lift 10.1)
PC3 <= 1.640775
PC15 > 0.5183958
PC18 > -1.91947
PC18 <= -1.049598
PC20 > -2.778113
PC25 > -0.873342
PC79 > -0.4765944
-> class 0\|2 [0.981]
Rule 20/54: (61.4/0.2, lift 10.1)
PC2 > 2.5099
PC18 > -1.91947
PC18 <= -1.049598
PC50 > -1.040529
PC79 > 1.070597
PC85 <= 1.50973
-> class 0\|2 [0.981]
Rule 20/55: (53.1/0.1, lift 10.0)
PC2 > 2.5099
PC16 <= 2.159213
PC18 <= -1.049598
PC41 <= 0.5409865
PC43 <= -1.864601
PC51 <= 0.8830279
PC55 <= 0.8615937
PC71 > -0.8878434
-> class 0\|2 [0.980]
Rule 20/56: (105.9/1.2, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= -0.9303949
PC18 > -1.049598
PC18 <= 0.6268955
PC32 <= -0.1149764
PC37 <= 1.807821
PC42 > -1.224649
PC44 <= 0.714518
PC87 <= 0.0461956
-> class 0\|2 [0.980]
Rule 20/57: (51.4/0.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.4185468
PC16 > -0.5220455
PC18 > -1.91947
PC18 <= 0.6268955
PC50 > -1.040529
PC59 <= 0.2868578
PC79 > -0.4765944
PC84 <= -0.4456665
-> class 0\|2 [0.979]
Rule 20/58: (40.8, lift 10.0)
PC3 <= 1.640775
PC18 > -1.91947
PC18 <= -1.049598
PC30 > 1.501975
PC43 <= 1.773609
PC55 <= 0.8615937
PC78 <= 2.983765
PC93 > -1.141158
-> class 0\|2 [0.977]
Rule 20/59: (103.1/1.4, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9303949
PC18 > -1.049598
PC18 <= 0.6268955
PC21 <= 0.02657528
PC40 <= -0.2674922
PC68 > -0.1357042
PC96 <= 0.05585186
PC97 > -0.6303186
-> class 0\|2 [0.977]
Rule 20/60: (44.3, lift 10.0)
PC3 <= 1.640775
PC14 > -0.4185468
PC18 > -1.91947
PC18 <= -1.049598
PC20 > -2.778113
PC24 > -0.7558911
PC35 <= 0.5047136
PC43 > -1.864601
PC43 <= 1.773609
PC79 <= -0.4765944
PC93 > -1.141158
-> class 0\|2 [0.976]
Rule 20/61: (80/1.4, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.36235
PC6 <= 0.2633233
PC14 > -0.4185468
PC18 > -1.91947
PC18 <= -1.049598
PC20 > -2.778113
PC24 <= -0.7558911
PC54 <= 2.435971
PC78 <= 2.983765
PC93 > -1.141158
-> class 0\|2 [0.971]
Rule 20/62: (44.1/0.4, lift 9.9)
PC2 > 2.5099
PC18 <= -1.049598
PC25 > -2.254268
PC26 <= 1.473717
PC39 > -0.9164563
PC43 > -1.864601
PC43 <= -0.6139552
PC57 <= 0.6327963
PC63 > -0.329086
PC76 > -0.018371
PC80 > 0.02681886
PC97 > -0.5422796
-> class 0\|2 [0.969]
Rule 20/63: (50.3/0.7, lift 9.9)
PC3 <= 1.640775
PC12 > -1.966135
PC18 <= -1.049598
PC30 <= 2.93004
PC34 > -0.004227358
PC78 > 2.983765
-> class 0\|2 [0.968]
Rule 20/64: (26.4, lift 9.9)
PC2 > 2.5099
PC10 <= -0.9303949
PC18 <= 0.6268955
PC32 <= -0.1149764
PC44 <= 0.714518
PC65 <= -0.9363632
-> class 0\|2 [0.965]
Rule 20/65: (23.4, lift 9.8)
PC3 <= 1.640775
PC7 > -0.4641285
PC18 <= -1.91947
PC39 > -0.9164563
PC57 <= 0.6327963
PC62 > -0.1950396
PC80 > 0.02681886
PC82 > 0.07723904
PC84 <= 0.2174529
PC97 > -0.5422796
-> class 0\|2 [0.961]
Rule 20/66: (83.5/2.3, lift 9.8)
PC2 > 2.5099
PC10 <= -0.9303949
PC18 > -1.049598
PC18 <= -0.1412075
PC32 <= -0.1149764
PC37 <= 1.807821
PC44 <= 0.714518
PC95 <= -0.09116133
-> class 0\|2 [0.961]
Rule 20/67: (170.9/6.1, lift 9.8)
PC7 <= -0.4641285
PC18 <= -1.91947
PC24 > -0.1268954
PC43 <= 1.773609
PC55 <= 0.8615937
PC72 > -0.6206723
PC74 <= 0.7994125
-> class 0\|2 [0.959]
Rule 20/68: (22.3, lift 9.8)
PC2 > 2.5099
PC7 > -0.4641285
PC18 <= 0.6268955
PC43 <= 1.773609
PC54 <= 2.435971
PC62 > -0.1950396
PC80 > 0.02681886
PC90 <= -1.080784
PC97 > -0.5422796
-> class 0\|2 [0.959]
Rule 20/69: (50.8/1.2, lift 9.8)
PC3 <= 1.640775
PC18 <= -1.049598
PC20 > -2.778113
PC50 > -1.040529
PC54 <= 2.435971
PC78 > 1.011454
PC78 <= 2.983765
PC85 <= 1.50973
-> class 0\|2 [0.958]
Rule 20/70: (19.3, lift 9.8)
PC2 > 2.5099
PC18 <= -1.049598
PC43 > 1.603265
PC43 <= 1.773609
-> class 0\|2 [0.953]
Rule 20/71: (80.1/2.9, lift 9.8)
PC3 <= 1.640775
PC4 <= 8.36235
PC18 <= -1.91947
PC37 <= -0.7685974
PC39 > -0.9164563
PC54 <= 2.435971
PC57 <= 1.377005
PC85 <= 1.50973
PC97 > -0.5422796
-> class 0\|2 [0.952]
Rule 20/72: (50.6/1.6, lift 9.7)
PC3 <= 1.640775
PC18 <= -1.049598
PC26 > 1.473717
PC43 <= 1.773609
PC54 <= 2.435971
PC85 <= 1.50973
-> class 0\|2 [0.950]
Rule 20/73: (51.5/1.8, lift 9.7)
PC2 > 2.5099
PC18 > -1.91947
PC18 <= -1.049598
PC35 > 0.5047136
PC54 <= 2.435971
-> class 0\|2 [0.948]
Rule 20/74: (52.5/2.4, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.36235
PC7 > -0.4641285
PC12 <= 0.2266692
PC18 <= 0.6268955
PC55 <= 0.8615937
PC62 > -0.1950396
PC63 > -0.329086
PC76 <= -0.018371
PC80 > 0.02681886
PC85 <= 1.50973
PC97 > -0.5422796
-> class 0\|2 [0.938]
Rule 20/75: (110.9/5.9, lift 9.6)
PC3 <= 1.640775
PC16 > -0.5220455
PC18 > -1.91947
PC18 <= -1.049598
PC20 > -2.778113
PC25 > -0.873342
PC43 > -1.864601
PC43 <= 1.773609
PC50 > -1.040529
PC54 <= 2.435971
PC59 > 0.2868578
PC85 <= 1.50973
PC93 > -1.141158
-> class 0\|2 [0.938]
Rule 20/76: (65/3.7, lift 9.5)
PC6 <= 0.2633233
PC18 <= -1.91947
PC25 > -2.254268
PC39 > -0.9164563
PC43 > -1.864601
PC54 <= 2.435971
PC55 <= 0.8615937
PC63 > 1.144177
PC78 <= 2.983765
PC82 <= 4.352963
PC85 <= 1.50973
PC97 > -0.5422796
-> class 0\|2 [0.929]
Rule 20/77: (23.8/0.8, lift 9.5)
PC2 > 2.5099
PC78 <= 2.983765
PC82 > 4.352963
PC85 <= 1.50973
-> class 0\|2 [0.929]
Rule 20/78: (12.8/0.2, lift 9.4)
PC18 <= -1.91947
PC62 > -0.1950396
PC62 <= -0.1838314
PC80 > 0.02681886
-> class 0\|2 [0.916]
Rule 20/79: (9.2, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= -0.6699006
PC16 <= -1.051826
PC18 > -1.049598
PC18 <= 0.6268955
-> class 0\|2 [0.911]
Rule 20/80: (72.9/5.8, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.4185468
PC18 <= -1.049598
PC43 <= 1.773609
PC55 <= 0.8615937
PC71 > 0.7468492
PC93 > -1.141158
-> class 0\|2 [0.909]
Rule 20/81: (42.7/3.4, lift 9.2)
PC12 <= 0.2266692
PC18 <= -1.91947
PC39 > -0.9164563
PC57 > 0.6327963
PC62 > -0.1950396
PC63 > -0.329086
PC78 <= 2.983765
PC80 > 0.02681886
PC97 > -0.5422796
-> class 0\|2 [0.901]
Rule 20/82: (43.4/3.6, lift 9.2)
PC7 > -0.4641285
PC25 <= -2.254268
PC54 <= 2.435971
PC82 <= 4.352963
PC85 <= 1.50973
PC97 > -0.5422796
-> class 0\|2 [0.898]
Rule 20/83: (44.4/4.4, lift 9.0)
PC10 <= -0.9303949
PC18 > -1.049598
PC18 <= 0.6268955
PC32 <= -0.1149764
PC37 <= 1.807821
PC39 > 0.6841573
PC44 <= 0.714518
-> class 0\|2 [0.883]
Rule 20/84: (127.3/14.5, lift 9.0)
PC4 > 8.36235
PC10 > -6.214788
PC13 > -7.462726
PC18 <= -1.049598
PC78 <= 2.983765
-> class 0\|2 [0.880]
Rule 20/85: (110/13.1, lift 9.0)
PC3 <= 1.640775
PC6 <= 0.2633233
PC18 <= -1.91947
PC25 > -2.254268
PC39 > -0.9164563
PC55 <= 0.8615937
PC78 <= 2.983765
PC85 <= 1.50973
PC94 > 0.5189831
PC97 > -0.5422796
-> class 0\|2 [0.874]
Rule 20/86: (5.7, lift 8.9)
PC18 <= -1.049598
PC63 > -0.329086
PC63 <= -0.3223727
PC80 > 0.02681886
PC84 <= 0.2174529
-> class 0\|2 [0.870]
Rule 20/87: (54.9/6.6, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.049598
PC41 > 0.5409865
PC55 <= 0.8615937
-> class 0\|2 [0.866]
Rule 20/88: (39.3/5.2, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > 0.63545
PC18 <= -1.91947
PC43 <= 1.773609
PC55 <= 0.8615937
-> class 0\|2 [0.851]
Rule 20/89: (28.4/3.7, lift 8.7)
PC2 > 2.5099
PC78 > 2.644923
PC78 <= 2.983765
-> class 0\|2 [0.846]
Rule 20/90: (23.7/8.2, lift 6.6)
PC3 <= 1.640775
PC7 > -0.4641285
PC18 <= -1.049598
PC43 > -1.864601
PC54 <= 2.435971
PC57 > 1.377005
PC85 <= 1.50973
PC97 > -0.5422796
-> class 0\|2 [0.643]
Rule 20/91: (7807.7/5862, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.249]
Rule 20/92: (114.9, lift 10.9)
PC3 <= 1.640775
PC4 <= 8.36235
PC7 > -0.4641285
PC12 > 0.2266692
PC18 <= -1.91947
PC26 <= 1.473717
PC37 > -0.7685974
PC63 <= 1.144177
PC94 <= 0.5189831
PC97 > -0.5422796
-> class 0\|3 [0.991]
Rule 20/93: (14.5, lift 10.3)
PC13 > 7.350446
PC36 > 1.476349
-> class 0\|3 [0.939]
Rule 20/94: (90.4/5.6, lift 10.2)
PC10 > -6.299334
PC18 <= -1.91947
PC24 > -0.1268954
PC26 <= 1.473717
PC43 > -1.864601
PC43 <= 1.603265
PC72 <= -0.6206723
-> class 0\|3 [0.928]
Rule 20/95: (24.6/1.3, lift 10.0)
PC2 > 2.5099
PC18 > 0.6268955
PC42 <= -3.974739
-> class 0\|3 [0.915]
Rule 20/96: (175.7/14.8, lift 10.0)
PC2 > 2.5099
PC4 <= 8.36235
PC7 > -0.4641285
PC10 > -6.299334
PC18 <= -1.91947
PC55 <= 0.06975419
PC57 <= 1.377005
PC84 > 0.2174529
-> class 0\|3 [0.911]
Rule 20/97: (9.3, lift 9.9)
PC13 > 7.350446
PC18 > 0.6268955
PC18 <= 4.696475
PC47 > -1.610874
PC94 <= -1.458151
-> class 0\|3 [0.906]
Rule 20/98: (16.7/4.6, lift 7.7)
PC13 > 7.350446
PC18 > 0.6268955
PC18 <= 4.696475
PC35 > -0.692161
PC47 > -1.610874
PC78 > 1.07967
-> class 0\|3 [0.700]
Rule 20/99: (3737.9/1987.7, lift 5.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.6268955
-> class 0\|3 [0.468]
Rule 20/100: (201.3, lift 25.2)
PC4 > 0.2128084
PC6 <= -3.220215
PC9 > 0.4176742
PC68 <= 1.082112
-> class 1\|0 [0.995]
Rule 20/101: (72.6, lift 25.0)
PC12 > 2.36335
PC19 > 2.417467
PC20 > -1.198926
PC38 > -0.6336866
PC62 > -0.1267689
PC62 <= 0.8624977
PC70 > -0.3503882
PC83 > -0.435956
PC90 <= 0.5921497
-> class 1\|0 [0.987]
Rule 20/102: (48.3, lift 24.8)
PC1 > -0.430681
PC2 <= 2.5099
PC25 > 0.6712267
PC47 <= 1.121844
-> class 1\|0 [0.980]
Rule 20/103: (50.7/1, lift 24.4)
PC1 > -0.1814509
PC8 > -3.691019
PC10 <= -0.2277466
PC11 <= 2.038316
PC15 <= -1.432336
PC16 <= 0.3594292
-> class 1\|0 [0.963]
Rule 20/104: (57.9/1.4, lift 24.3)
PC1 > -0.430681
PC6 > -3.220215
PC12 > 2.36335
PC20 > -1.198926
PC70 > -0.3503882
PC77 > 0.2984072
-> class 1\|0 [0.959]
Rule 20/105: (154.7/5.8, lift 24.2)
PC1 > -0.430681
PC6 > -3.220215
PC12 > 2.36335
PC62 <= -0.1267689
PC79 > -0.130122
PC83 > -0.435956
-> class 1\|0 [0.957]
Rule 20/106: (16.4, lift 24.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.09497605
PC8 > -3.691019
PC20 > 0.005959935
PC48 > 0.4668388
-> class 1\|0 [0.946]
Rule 20/107: (10, lift 23.2)
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 > 0.5671026
PC51 > 0.5906922
PC84 > -0.3362926
-> class 1\|0 [0.917]
Rule 20/108: (7.9, lift 22.8)
PC1 > -0.430681
PC12 > 2.36335
PC24 <= 4.605997
PC62 > -0.1267689
PC65 > -0.939934
PC70 > -0.3503882
PC77 <= -0.3992057
PC83 > -0.435956
-> class 1\|0 [0.899]
Rule 20/109: (7.8, lift 22.6)
PC2 <= 2.5099
PC3 > 0.09497605
PC16 <= 0.3594292
PC47 <= 1.121844
PC74 <= -1.909227
PC85 > -0.5844463
-> class 1\|0 [0.894]
Rule 20/110: (7.2, lift 22.6)
PC1 > -0.430681
PC12 > 2.36335
PC19 <= 2.417467
PC65 <= -0.939934
PC83 > -0.435956
-> class 1\|0 [0.891]
Rule 20/111: (213.9/33.4, lift 21.3)
PC2 > 2.5099
PC7 <= 10.40916
PC16 <= -2.654427
PC32 > -0.7099972
PC47 > -0.3110164
PC65 > -0.1389549
PC91 <= 1.251355
-> class 1\|0 [0.841]
Rule 20/112: (118.3/29.8, lift 18.8)
PC1 > -0.1814509
PC3 > 0.09497605
PC8 > -3.691019
PC11 <= 2.038316
PC16 <= 0.3594292
PC47 <= 1.121844
PC85 <= -0.5844463
-> class 1\|0 [0.744]
Rule 20/113: (65.6, lift 15.6)
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 > 0.5671026
PC14 <= 0.5902118
PC33 <= 0.01138587
PC51 <= 0.5906922
PC84 > -0.3362926
-> class 1\|1 [0.985]
Rule 20/114: (32.4, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.220215
PC68 > 1.082112
PC71 > -0.3947917
-> class 1\|1 [0.971]
Rule 20/115: (19.3, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -2.654427
PC47 <= -0.3110164
-> class 1\|1 [0.953]
Rule 20/116: (324.9/14.9, lift 15.1)
PC1 > -0.1814509
PC3 > 0.09497605
PC6 > -3.220215
PC8 > -3.691019
PC10 > -0.2277466
PC10 <= 1.738476
PC11 <= 2.038316
PC12 <= 2.36335
PC16 <= 0.3594292
PC19 <= 2.720151
PC44 > -0.572118
PC47 <= 1.121844
PC74 > -1.909227
PC85 > -0.5844463
PC91 > -0.8076111
PC97 > -1.045317
-> class 1\|1 [0.951]
Rule 20/117: (49/1.8, lift 15.0)
PC1 > -0.1814509
PC3 <= 0.09497605
PC6 > -3.220215
PC11 <= 1.189303
PC12 <= 2.36335
PC20 > 0.005959935
PC48 <= 0.4668388
-> class 1\|1 [0.946]
Rule 20/118: (13.8, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC4 <= 0.2128084
PC6 <= -3.220215
PC71 > -0.3947917
-> class 1\|1 [0.937]
Rule 20/119: (57.9/2.8, lift 14.9)
PC1 > -0.1814509
PC3 <= 0.09497605
PC6 > -3.220215
PC8 > -3.691019
PC12 <= 2.36335
PC20 > 0.005959935
PC38 <= 0.04219424
-> class 1\|1 [0.937]
Rule 20/120: (97.8/5.4, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.220215
PC9 <= 0.4176742
PC71 > -0.3947917
-> class 1\|1 [0.936]
Rule 20/121: (56.3/2.8, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -2.654427
PC32 <= -0.7099972
-> class 1\|1 [0.935]
Rule 20/122: (132.9/9.9, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.765205
PC16 <= 0.9959877
PC22 > -2.091307
PC63 > -1.472456
PC68 > -1.511296
PC83 > -0.5520562
-> class 1\|1 [0.920]
Rule 20/123: (285.2/23.1, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -2.654427
PC16 <= -0.765205
PC75 <= 1.12847
-> class 1\|1 [0.916]
Rule 20/124: (36.1/2.3, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -2.654427
PC65 <= -0.1389549
-> class 1\|1 [0.913]
Rule 20/125: (21.4/1.1, lift 14.5)
PC1 > -0.430681
PC6 > -3.220215
PC12 > 2.36335
PC20 <= -1.198926
PC24 <= 4.605997
PC70 > -0.3503882
-> class 1\|1 [0.910]
Rule 20/126: (9.1, lift 14.4)
PC3 > 1.640775
PC16 <= -2.654427
PC91 > 1.251355
-> class 1\|1 [0.910]
Rule 20/127: (115.2/10.3, lift 14.4)
PC1 > -0.1814509
PC10 <= -0.2277466
PC11 <= 2.038316
PC15 > -1.432336
PC16 <= 0.3594292
PC74 > -1.909227
PC85 > -0.5844463
-> class 1\|1 [0.904]
Rule 20/128: (26.8/2.3, lift 14.1)
PC7 > 10.40916
PC16 <= -2.654427
-> class 1\|1 [0.886]
Rule 20/129: (134.5/16, lift 13.9)
PC1 > -0.430681
PC12 > 2.36335
PC19 <= 2.417467
PC24 <= 4.605997
PC62 > -0.1267689
PC65 > -0.939934
PC77 > -0.3992057
PC77 <= 0.2984072
-> class 1\|1 [0.876]
Rule 20/130: (4, lift 13.2)
PC1 > 16.45006
PC6 <= -3.220215
PC71 <= -0.3947917
-> class 1\|1 [0.832]
Rule 20/131: (8.8/2.3, lift 11.0)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -3.220215
PC8 > -3.691019
PC12 > 2.36335
PC83 <= -0.435956
-> class 1\|1 [0.695]
Rule 20/132: (102.3/50.8, lift 8.0)
PC1 > -0.430681
PC12 > 2.36335
PC79 <= -0.130122
-> class 1\|1 [0.503]
Rule 20/133: (177.4/93, lift 7.6)
PC1 > 9.174034
PC3 <= 0.09497605
PC6 > -3.220215
PC8 > -3.691019
-> class 1\|1 [0.476]
Rule 20/134: (132.8, lift 16.4)
PC1 > -0.430681
PC3 > 0.09497605
PC9 > -1.497579
PC11 > 2.038316
PC12 <= 2.36335
PC16 <= 0.3594292
-> class 1\|2 [0.993]
Rule 20/135: (93.8, lift 16.4)
PC1 > -0.430681
PC3 > 0.09497605
PC11 > 2.038316
PC45 <= -0.4031202
-> class 1\|2 [0.990]
Rule 20/136: (78.3, lift 16.3)
PC2 <= 2.5099
PC5 <= -6.396301
PC6 > -3.220215
PC16 > 0.3594292
PC94 > -0.7493104
-> class 1\|2 [0.988]
Rule 20/137: (83.8, lift 16.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC11 <= -0.6417128
PC12 <= 2.36335
PC16 > 0.3594292
PC38 <= 0.1618792
PC43 > -0.5683967
PC56 > -0.3528579
PC68 <= 0.9922628
-> class 1\|2 [0.988]
Rule 20/138: (72.5, lift 16.3)
PC1 > -0.430681
PC3 > 0.09497605
PC8 <= 2.247697
PC10 <= 1.753686
PC12 > -1.937268
PC16 > 0.3594292
PC38 <= 0.1618792
PC40 > 0.7768936
-> class 1\|2 [0.987]
Rule 20/139: (59.4, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > 1.738476
PC12 <= 2.36335
PC16 <= 0.3594292
-> class 1\|2 [0.984]
Rule 20/140: (105.3/1, lift 16.3)
PC1 > -0.430681
PC2 <= 2.29591
PC3 > 0.09497605
PC10 <= 1.753686
PC12 > -1.937268
PC16 > 0.3594292
PC38 <= 0.1618792
PC43 > -0.5683967
PC44 <= 0.5674319
PC61 > -0.2370328
PC68 <= 0.9922628
-> class 1\|2 [0.982]
Rule 20/141: (47.1, lift 16.2)
PC3 > 0.09497605
PC11 > 2.038316
PC12 <= 2.36335
PC16 <= 0.3594292
PC18 <= -0.4437454
-> class 1\|2 [0.980]
Rule 20/142: (156.2/2.2, lift 16.2)
PC1 > -0.430681
PC3 > 0.09497605
PC8 > 2.247697
PC12 <= 2.36335
PC16 > 0.3594292
-> class 1\|2 [0.980]
Rule 20/143: (45.6, lift 16.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC12 > -1.937268
PC12 <= 2.36335
PC16 > 0.3594292
PC44 <= 0.5674319
PC46 > 1.507801
-> class 1\|2 [0.979]
Rule 20/144: (45.5, lift 16.2)
PC6 > 10.13219
PC38 > 0.1618792
-> class 1\|2 [0.979]
Rule 20/145: (25.3, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC24 > 0.4023193
-> class 1\|2 [0.963]
Rule 20/146: (42.6/0.7, lift 15.9)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.691019
PC38 > 0.1618792
PC44 <= 0.5674319
PC98 <= -0.7135239
-> class 1\|2 [0.962]
Rule 20/147: (23.9, lift 15.9)
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > 0.8575985
PC16 > 0.3594292
-> class 1\|2 [0.961]
Rule 20/148: (128.6/4.6, lift 15.8)
PC2 > 2.5099
PC6 <= -3.673249
PC15 > -1.599951
PC16 > 0.9959877
-> class 1\|2 [0.957]
Rule 20/149: (19.4, lift 15.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -2.654427
PC68 <= -1.511296
-> class 1\|2 [0.953]
Rule 20/150: (53.2/1.7, lift 15.7)
PC2 <= 2.5099
PC3 > 0.09497605
PC10 > -0.2277466
PC16 <= 0.3594292
PC25 <= 0.6712267
PC97 <= -1.045317
-> class 1\|2 [0.950]
Rule 20/151: (18, lift 15.7)
PC2 <= 2.5099
PC24 > 4.605997
-> class 1\|2 [0.950]
Rule 20/152: (16.9, lift 15.7)
PC1 > -0.1814509
PC8 > -3.691019
PC94 > 1.787622
-> class 1\|2 [0.947]
Rule 20/153: (15, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -2.654427
PC16 <= 0.9959877
PC83 <= -0.5520562
-> class 1\|2 [0.941]
Rule 20/154: (28.6/0.9, lift 15.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC11 <= 2.038316
PC12 <= 2.36335
PC16 <= 0.3594292
PC47 > 1.121844
-> class 1\|2 [0.939]
Rule 20/155: (20.8/0.4, lift 15.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC10 > -0.2277466
PC11 <= 2.038316
PC12 <= 2.36335
PC16 <= 0.3594292
PC44 <= -0.572118
PC74 > -1.909227
-> class 1\|2 [0.937]
Rule 20/156: (13.4, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.765205
PC16 <= 0.9959877
PC63 <= -1.472456
-> class 1\|2 [0.935]
Rule 20/157: (79.2/4.6, lift 15.4)
PC1 > -0.430681
PC3 <= 0.09497605
PC6 > -3.220215
PC11 > 1.189303
PC12 <= 2.36335
PC20 > 0.005959935
PC38 > 0.04219424
PC71 > -0.9794831
-> class 1\|2 [0.931]
Rule 20/158: (16.1/0.3, lift 15.4)
PC2 <= 2.5099
PC16 > 8.685221
PC44 <= 0.5674319
-> class 1\|2 [0.927]
Rule 20/159: (104.9/7.4, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC12 <= 2.36335
PC16 > 0.3594292
PC68 > 0.9922628
-> class 1\|2 [0.921]
Rule 20/160: (42.6/4, lift 14.7)
PC1 > -0.430681
PC8 <= -3.691019
PC19 <= -1.607163
-> class 1\|2 [0.889]
Rule 20/161: (6.7, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC41 > 0.3344701
-> class 1\|2 [0.885]
Rule 20/162: (6.7, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC22 <= -2.091307
-> class 1\|2 [0.884]
Rule 20/163: (68.1/10.3, lift 13.9)
PC11 <= -0.6417128
PC38 <= 0.1618792
PC44 <= 0.5674319
PC54 > 0.8107938
PC57 > 0.4168252
PC76 > 0.940635
-> class 1\|2 [0.839]
Rule 20/164: (29.1/4.8, lift 13.5)
PC1 > -0.1814509
PC3 > 0.09497605
PC12 <= 2.36335
PC19 > 2.720151
PC74 > -1.909227
-> class 1\|2 [0.814]
Rule 20/165: (15.2/3.2, lift 12.5)
PC1 > -0.430681
PC2 <= 2.5099
PC16 <= 0.3594292
PC91 <= -0.8076111
-> class 1\|2 [0.753]
Rule 20/166: (8.5/1.8, lift 12.1)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -3.220215
PC16 > 0.3594292
PC30 <= -0.3951567
PC38 > 0.1618792
-> class 1\|2 [0.728]
Rule 20/167: (13.4/6, lift 9.1)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 > 0.5671026
PC84 <= -0.3362926
-> class 1\|2 [0.549]
Rule 20/168: (69, lift 17.3)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.796835
PC6 > -3.673249
PC16 > 0.9959877
PC24 <= 0.4023193
PC41 <= 0.3344701
-> class 1\|3 [0.986]
Rule 20/169: (92.2/2, lift 17.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC8 > -3.691019
PC9 <= -1.497579
PC16 <= 0.3594292
PC18 > -0.4437454
PC45 > -0.4031202
-> class 1\|3 [0.968]
Rule 20/170: (5.4, lift 15.2)
PC5 <= -6.396301
PC6 > -3.220215
PC94 <= -0.7493104
-> class 1\|3 [0.864]
Rule 20/171: (4.2, lift 14.7)
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 > 0.5671026
PC14 <= 0.5902118
PC33 > 0.01138587
-> class 1\|3 [0.838]
Rule 20/172: (9.6/1.1, lift 14.3)
PC2 > 2.5099
PC6 <= -3.673249
PC15 <= -1.599951
-> class 1\|3 [0.817]
Rule 20/173: (849.3/323, lift 10.9)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > 0.3542223
PC5 > -6.396301
PC8 <= 2.247697
PC12 <= 2.36335
PC16 > 0.3594292
-> class 1\|3 [0.619]
Rule 20/174: (12/4.4, lift 10.8)
PC1 > -0.430681
PC6 > -3.220215
PC12 > 2.36335
PC70 <= -0.3503882
-> class 1\|3 [0.617]
Rule 20/175: (75.1, lift 13.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC10 <= -0.1320915
PC68 > 1.243287
-> class 2\|0 [0.987]
Rule 20/176: (27.2/0.4, lift 13.2)
PC1 <= -0.430681
PC8 > 0.4910623
PC10 > -0.1320915
PC18 > -0.604198
PC29 <= 0.3459832
PC31 <= -0.3620278
PC44 > 0.6074791
-> class 2\|0 [0.953]
Rule 20/177: (13.5, lift 13.0)
PC1 > -0.1814509
PC1 <= 16.45006
PC2 <= 2.5099
PC6 <= -3.220215
PC63 <= 0.01857104
PC68 <= 2.338369
PC71 <= -0.3947917
-> class 2\|0 [0.936]
Rule 20/178: (51.7/2.5, lift 12.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 <= -0.1320915
PC83 > 0.3051622
-> class 2\|0 [0.934]
Rule 20/179: (13.2, lift 12.9)
PC1 <= -0.430681
PC8 > 0.4910623
PC8 <= 2.35718
PC10 > -0.1320915
PC10 <= -0.05435297
PC22 > -0.7661651
PC44 > 0.6074791
-> class 2\|0 [0.934]
Rule 20/180: (50.8/3.5, lift 12.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 <= -0.1320915
PC34 > -0.4251436
PC55 <= -0.6683735
-> class 2\|0 [0.914]
Rule 20/181: (54/10.5, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 <= -0.1320915
PC34 <= -0.4251436
-> class 2\|0 [0.795]
Rule 20/182: (49.2/14.2, lift 9.7)
PC1 > -0.1814509
PC3 <= 0.09497605
PC6 > -3.220215
PC8 > 0.05853367
PC20 <= 0.005959935
-> class 2\|0 [0.704]
Rule 20/183: (1335.3/814.7, lift 5.4)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
-> class 2\|0 [0.390]
Rule 20/184: (1951/1218.3, lift 5.2)
PC8 > 2.35718
-> class 2\|0 [0.376]
Rule 20/185: (159.9, lift 9.4)
PC1 <= -0.430681
PC8 > 2.35718
PC42 > -0.4168515
PC45 > -0.1582991
PC60 <= -0.4655866
PC86 <= 0.2565213
-> class 2\|1 [0.994]
Rule 20/186: (372/1.6, lift 9.4)
PC1 <= -0.430681
PC8 > 2.35718
PC20 > -0.0214092
PC21 <= 2.290947
PC23 <= 1.600178
PC32 <= 1.867014
PC90 <= 0.8417006
-> class 2\|1 [0.993]
Rule 20/187: (106.4, lift 9.3)
PC1 <= -0.430681
PC8 > 1.582128
PC8 <= 2.35718
PC10 > -0.1320915
PC22 > -1.809871
PC29 <= 0.164076
PC32 <= 0.3221932
PC44 <= 0.6074791
PC81 <= 0.2532581
-> class 2\|1 [0.991]
Rule 20/188: (109.2, lift 9.3)
PC8 > 2.35718
PC12 <= -1.731584
PC60 > -0.4655866
-> class 2\|1 [0.991]
Rule 20/189: (131.5/0.2, lift 9.3)
PC1 <= -0.430681
PC8 > 2.35718
PC19 > 0.9190619
PC42 > -0.4168515
-> class 2\|1 [0.991]
Rule 20/190: (85, lift 9.3)
PC1 <= 16.45006
PC2 <= 2.5099
PC6 <= -3.220215
PC8 > -3.691019
PC44 > 0.6049024
PC63 > 0.01857104
PC90 <= 0.7072237
-> class 2\|1 [0.989]
Rule 20/191: (78, lift 9.3)
PC1 <= -0.430681
PC8 > 2.35718
PC56 > 0.5350927
-> class 2\|1 [0.988]
Rule 20/192: (134.8/1.1, lift 9.3)
PC1 <= -0.430681
PC7 <= 1.833214
PC8 > 2.35718
PC94 > 0.6375489
-> class 2\|1 [0.984]
Rule 20/193: (94/0.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC34 > 0.7806028
PC56 > -0.2942855
-> class 2\|1 [0.983]
Rule 20/194: (229.4/3.2, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 <= -0.1320915
PC20 <= 0.224894
PC34 > -0.4251436
PC36 > -0.1523091
PC55 > -0.6683735
PC72 <= 0.6482056
PC73 <= 0.3575862
PC83 <= 0.3051622
PC92 <= 0.3058287
-> class 2\|1 [0.982]
Rule 20/195: (54.6, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC46 > -0.7242223
PC60 <= -1.92327
-> class 2\|1 [0.981]
Rule 20/196: (155.6/2.1, lift 9.2)
PC4 > -0.2334258
PC4 <= 0.25686
PC8 > 0.05177427
PC8 <= 2.35718
PC10 > -0.1320915
PC22 > -1.809871
PC32 > 0.3221932
PC44 <= 0.6074791
PC48 > -0.3006407
PC56 > -0.1753164
PC93 <= 0.653926
-> class 2\|1 [0.981]
Rule 20/197: (45.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.4762218
PC8 > -0.2273773
PC8 <= 2.35718
-> class 2\|1 [0.979]
Rule 20/198: (35.3, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC10 > -0.1320915
PC44 <= 0.6074791
PC60 > 1.662068
-> class 2\|1 [0.973]
Rule 20/199: (50.8/0.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC12 > 4.619146
PC73 <= -1.171701
-> class 2\|1 [0.973]
Rule 20/200: (33.5, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC38 > 0.978694
-> class 2\|1 [0.972]
Rule 20/201: (32.9, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC44 <= 0.6074791
PC46 > -0.7242223
PC100 <= -1.093934
-> class 2\|1 [0.971]
Rule 20/202: (52/0.8, lift 9.1)
PC1 <= -0.430681
PC8 > 2.35718
PC8 <= 2.830229
PC15 > 0.5307523
PC42 > -0.4168515
PC54 > -2.008829
-> class 2\|1 [0.967]
Rule 20/203: (86.1/2.4, lift 9.1)
PC2 <= 2.5099
PC6 <= 1.302703
PC8 > -0.2273773
PC10 > -0.1320915
PC22 > -1.809871
PC29 <= 0.164076
PC32 <= 0.3221932
PC59 > 0.5363603
PC60 > -1.92327
-> class 2\|1 [0.962]
Rule 20/204: (22.4, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC29 > 0.164076
PC44 <= 0.6074791
PC46 > -0.7242223
PC90 > 0.4280455
-> class 2\|1 [0.959]
Rule 20/205: (19.9, lift 9.0)
PC8 > -3.393956
PC9 > 11.4065
PC45 <= -0.1188903
PC57 > -0.1242303
-> class 2\|1 [0.954]
Rule 20/206: (19.3, lift 9.0)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 2.35718
PC19 <= -2.222144
PC22 > -1.809871
PC44 <= 0.6074791
-> class 2\|1 [0.953]
Rule 20/207: (81.6/2.9, lift 9.0)
PC4 <= 0.25686
PC8 > 0.4910623
PC8 <= 2.35718
PC10 > -0.05435297
PC22 > -0.7661651
PC29 <= 0.3459832
PC31 > -0.3620278
PC44 > 0.6074791
-> class 2\|1 [0.953]
Rule 20/208: (18, lift 8.9)
PC1 <= -0.430681
PC8 > 2.35718
PC71 > 0.9115143
-> class 2\|1 [0.950]
Rule 20/209: (264.4/12.5, lift 8.9)
PC1 <= -0.430681
PC8 > 2.35718
PC14 > -1.796703
PC33 <= 0.4907209
PC42 <= -0.4168515
PC80 > -0.5326662
-> class 2\|1 [0.949]
Rule 20/210: (16.1, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC32 <= 0.3221932
PC44 <= 0.6074791
PC46 <= -0.7242223
PC56 > -0.2942855
-> class 2\|1 [0.942]
Rule 20/211: (77.4/4.2, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.302703
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC37 > 0.1903535
PC44 <= 0.6074791
PC56 > -0.2942855
PC87 > -0.5454791
PC87 <= 0.2906899
-> class 2\|1 [0.934]
Rule 20/212: (40.1/1.9, lift 8.8)
PC8 > -0.2273773
PC31 > 1.688982
PC56 > -0.2942855
PC60 > -1.92327
-> class 2\|1 [0.930]
Rule 20/213: (46.4/2.7, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC19 <= 0.9190619
PC20 <= -0.0214092
PC54 <= -2.008829
PC71 <= 0.9115143
PC94 <= 0.6375489
-> class 2\|1 [0.923]
Rule 20/214: (27.8/2, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC19 <= 2.037786
PC34 > 0.6044881
PC57 <= -0.1242303
-> class 2\|1 [0.901]
Rule 20/215: (134.9/12.9, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC40 <= 0.09058216
PC44 <= 0.6074791
PC56 <= -0.2942855
PC95 <= 0.337276
PC100 > -0.7162846
-> class 2\|1 [0.899]
Rule 20/216: (21.5/1.4, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC22 <= -0.7661651
PC44 > 0.6074791
PC84 > 0.2782282
-> class 2\|1 [0.897]
Rule 20/217: (59.9/5.5, lift 8.4)
PC2 <= 2.5099
PC4 > -0.4762218
PC4 <= 0.25686
PC6 <= 1.302703
PC8 > -0.2273773
PC10 > -0.1320915
PC32 <= 0.3221932
PC39 <= -0.1683943
PC44 <= 0.6074791
PC46 > -0.7242223
PC56 > -0.2942855
PC87 > -0.5454791
PC87 <= 0.2906899
-> class 2\|1 [0.894]
Rule 20/218: (65.5/6.2, lift 8.4)
PC1 <= -0.430681
PC8 > 2.35718
PC9 <= -1.731228
PC75 > 0.28322
-> class 2\|1 [0.894]
Rule 20/219: (7.2, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC22 > -1.809871
PC22 <= -1.803254
-> class 2\|1 [0.891]
Rule 20/220: (83/8.5, lift 8.4)
PC2 <= 2.5099
PC4 > -0.4762218
PC4 <= 0.25686
PC6 <= 1.302703
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC22 > -1.809871
PC29 <= 0.164076
PC32 <= 0.3221932
PC56 > -0.2942855
PC81 > -0.566759
PC87 > 0.2906899
-> class 2\|1 [0.889]
Rule 20/221: (36.4/3.3, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC18 > -0.604198
PC56 > -0.2942855
PC100 > 1.709504
-> class 2\|1 [0.888]
Rule 20/222: (43.3/4.7, lift 8.2)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= 2.5099
PC56 > 0.2645048
PC83 <= 0.04517023
-> class 2\|1 [0.874]
Rule 20/223: (28/3.7, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 11.4065
PC57 > -0.1242303
PC60 <= 2.52162
PC63 > 0.05082405
PC86 > 0.9986027
-> class 2\|1 [0.843]
Rule 20/224: (34.1/5.4, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > 0.25686
PC8 > -0.2273773
-> class 2\|1 [0.824]
Rule 20/225: (24.7/8.8, lift 5.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC19 > -2.848473
PC57 > -0.1242303
-> class 2\|1 [0.631]
Rule 20/226: (264.9/0.8, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 4.619146
PC15 <= 3.836274
PC19 > -2.848473
PC26 > -2.241416
PC32 <= 1.917393
PC33 <= 0.3863824
PC44 <= -0.5666348
PC53 <= 2.09628
PC57 <= -0.1242303
PC76 <= 0.6715252
-> class 2\|2 [0.993]
Rule 20/227: (64, lift 10.8)
PC3 > -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC9 > 11.4065
PC32 <= 1.590739
PC45 > -0.1188903
PC57 > -0.1242303
-> class 2\|2 [0.985]
Rule 20/228: (60.7, lift 10.8)
PC1 <= -0.430681
PC3 > -1.439273
PC7 > -1.31561
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -4.669395
PC12 <= 4.16538
PC19 > -2.848473
PC32 <= 1.590739
PC34 <= 0.8711041
PC35 <= 1.038348
PC57 > -0.1242303
PC57 <= 0.04143316
PC63 > 0.05082405
-> class 2\|2 [0.984]
Rule 20/229: (58.4/0.2, lift 10.8)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 4.619146
PC19 > -2.848473
PC35 <= 1.038348
PC60 <= 2.52162
PC63 > 0.05082405
PC65 <= -0.999844
-> class 2\|2 [0.981]
Rule 20/230: (35.3, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC29 <= 0.2792483
PC34 > 0.1591562
PC44 <= -0.7164707
PC48 <= 0.2803785
PC57 > -0.1242303
-> class 2\|2 [0.973]
Rule 20/231: (264.2/6.5, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 4.619146
PC15 <= 3.836274
PC26 > -2.241416
PC32 <= 1.917393
PC33 <= 0.3863824
PC34 <= 0.6044881
PC35 <= 0.7510934
PC53 <= 2.09628
PC57 <= -0.1242303
PC76 <= 0.6715252
-> class 2\|2 [0.972]
Rule 20/232: (31.8, lift 10.7)
PC1 > -0.430681
PC1 <= 9.174034
PC2 <= 2.5099
PC3 <= 0.09497605
PC6 > -3.220215
PC8 > -3.691019
PC8 <= 0.05853367
PC20 <= 0.005959935
PC30 > -0.01650072
-> class 2\|2 [0.970]
Rule 20/233: (147.9/3.5, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > -0.5342247
PC8 <= -0.2273773
PC13 > -0.3736302
PC19 > -2.848473
PC32 <= 1.590739
PC44 <= -0.7164707
PC48 <= 0.2803785
-> class 2\|2 [0.970]
Rule 20/234: (30.4, lift 10.7)
PC1 <= -0.430681
PC8 <= -0.2273773
PC19 > 2.037786
PC34 > 0.6044881
PC57 <= -0.1242303
-> class 2\|2 [0.969]
Rule 20/235: (178.2/4.7, lift 10.6)
PC1 <= -0.430681
PC4 <= 0.25686
PC6 > 1.302703
PC8 > -0.2273773
PC8 <= 1.821823
PC31 <= 1.688982
PC32 <= 0.3221932
PC46 > -0.7242223
PC100 <= 1.709504
-> class 2\|2 [0.968]
Rule 20/236: (36.5/0.3, lift 10.6)
PC2 <= 2.5099
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC22 <= -0.7661651
PC44 > 0.6074791
PC84 <= 0.2782282
-> class 2\|2 [0.967]
Rule 20/237: (50.5/1, lift 10.6)
PC2 <= 2.5099
PC3 > -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC44 > -0.7164707
PC63 <= 0.05082405
PC94 <= -1.620418
-> class 2\|2 [0.962]
Rule 20/238: (19.2, lift 10.5)
PC1 > -0.430681
PC1 <= 9.174034
PC2 <= 2.5099
PC3 <= 0.09497605
PC8 > -3.691019
PC30 <= -0.01650072
PC64 > 0.842217
-> class 2\|2 [0.953]
Rule 20/239: (19.1, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC12 <= 4.619146
PC13 <= -0.3736302
PC32 <= 1.590739
PC34 <= 0.1591562
PC44 <= -0.7164707
PC48 <= 0.2803785
PC63 <= 0.05082405
-> class 2\|2 [0.952]
Rule 20/240: (18.9/0.2, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC29 > 0.2792483
PC53 > 0.3247325
-> class 2\|2 [0.944]
Rule 20/241: (76.4/4.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC32 <= 1.590739
PC48 > 0.2803785
PC57 > -0.1242303
PC63 <= 0.05082405
PC89 <= 0.1459328
-> class 2\|2 [0.931]
Rule 20/242: (10.2, lift 10.1)
PC1 > -0.430681
PC1 <= -0.1814509
PC2 <= -3.378576
PC56 <= 0.2645048
PC83 <= 0.04517023
-> class 2\|2 [0.918]
Rule 20/243: (166/14.8, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > -1.31561
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -4.669395
PC12 <= 4.619146
PC29 <= 0.2792483
PC32 <= 0.4385756
PC34 <= 0.8711041
PC35 <= 1.038348
PC52 <= 0.155419
PC54 <= 1.036056
PC57 > -0.1242303
PC62 > -0.8809844
PC63 > 0.05082405
PC71 <= 0.3206535
PC96 > -1.043172
-> class 2\|2 [0.906]
Rule 20/244: (8.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC32 > 1.579936
PC32 <= 1.590739
-> class 2\|2 [0.904]
Rule 20/245: (17/0.9, lift 9.9)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.2273773
PC19 <= -2.848473
PC60 <= -0.2710989
-> class 2\|2 [0.899]
Rule 20/246: (14.5/0.9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC32 > 1.590739
PC90 <= -0.4796296
-> class 2\|2 [0.884]
Rule 20/247: (5.9, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC10 <= -0.1320915
PC20 > 0.224894
-> class 2\|2 [0.874]
Rule 20/248: (62.2/7.2, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -2.614478
PC19 > -2.848473
PC31 > -0.7073842
PC32 <= 1.590739
PC44 > -0.7164707
PC63 <= 0.05082405
PC82 > 0.1109711
-> class 2\|2 [0.873]
Rule 20/249: (17.5/3.1, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC22 <= -2.560901
PC46 > 0.413817
-> class 2\|2 [0.791]
Rule 20/250: (34.8/7.4, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= -1.31561
PC8 > -3.393956
PC32 <= 1.590739
PC57 > -0.1242303
-> class 2\|2 [0.772]
Rule 20/251: (1356.6/688.9, lift 5.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC18 > -0.604198
PC44 <= 0.6074791
-> class 2\|2 [0.492]
Rule 20/252: (111.2/61.4, lift 4.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC44 <= 0.6074791
PC100 <= -0.7162846
-> class 2\|2 [0.449]
Rule 20/253: (821.9/601.4, lift 3.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC55 > -0.6683735
PC72 > 0.6482056
-> class 2\|2 [0.269]
Rule 20/254: (6541.1/5572.1, lift 1.6)
PC8 <= -0.2273773
PC34 <= 0.8711041
-> class 2\|2 [0.148]
Rule 20/255: (152.7, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > -1.31561
PC8 <= -0.2273773
PC9 <= 11.4065
PC11 > -2.614478
PC19 > -2.848473
PC31 <= -0.7073842
PC32 <= 1.590739
PC43 > -0.9166617
PC48 <= 0.2803785
PC57 > -0.1242303
PC94 > -1.620418
-> class 2\|3 [0.994]
Rule 20/256: (138, lift 8.6)
PC2 <= 2.5099
PC8 <= -3.393956
PC53 <= 2.482198
PC74 <= -0.8870361
-> class 2\|3 [0.993]
Rule 20/257: (123.6, lift 8.6)
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -4.669395
PC11 <= -2.614478
PC19 > -2.848473
PC22 <= -0.3881056
PC57 > -0.1242303
PC63 <= 0.05082405
PC80 <= 0.6543869
-> class 2\|3 [0.992]
Rule 20/258: (102.9, lift 8.6)
PC2 <= 2.5099
PC8 <= -3.393956
PC45 > 0.1517099
PC85 <= 0.1748962
-> class 2\|3 [0.990]
Rule 20/259: (90.9, lift 8.5)
PC1 <= -0.430681
PC8 <= -3.393956
PC40 <= 0.7687145
PC96 > 0.2890086
-> class 2\|3 [0.989]
Rule 20/260: (70.4, lift 8.5)
PC1 <= -0.430681
PC7 <= -0.5342247
PC13 > -0.3736302
PC19 > -2.848473
PC32 <= 1.579936
PC34 <= 0.1591562
PC44 <= -0.7164707
PC48 <= 0.2803785
PC57 > -0.1242303
PC63 <= 0.05082405
-> class 2\|3 [0.986]
Rule 20/261: (76.2/0.3, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC32 > 0.4385756
PC32 <= 1.590739
PC57 > 0.04143316
PC63 > 0.05082405
PC65 > -0.999844
PC71 <= 0.3206535
-> class 2\|3 [0.983]
Rule 20/262: (53.9, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC9 <= 11.4065
PC48 <= 0.2803785
PC57 > -0.1242303
PC65 > 0.9571004
PC94 > -1.620418
PC99 > -0.1292467
-> class 2\|3 [0.982]
Rule 20/263: (47.4/0.3, lift 8.4)
PC1 <= -0.430681
PC3 > -1.439273
PC8 <= -0.2273773
PC19 > -2.848473
PC54 > 1.036056
PC57 > -0.1242303
PC63 > 0.05082405
PC65 > -0.999844
-> class 2\|3 [0.973]
Rule 20/264: (258.6/7.7, lift 8.4)
PC1 <= -0.430681
PC7 > -1.31561
PC8 <= -0.2273773
PC9 <= 11.4065
PC11 > -2.614478
PC28 > -0.1430286
PC29 > 0.07000437
PC29 <= 0.2792483
PC34 <= 0.845658
PC43 > -0.9166617
PC44 > -0.7164707
PC48 <= 0.2803785
PC57 > -0.1242303
PC61 <= 1.582484
PC63 <= 0.05082405
PC82 <= 0.1109711
-> class 2\|3 [0.967]
Rule 20/265: (440.2/17.3, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > -1.31561
PC8 <= -0.2273773
PC9 <= 11.4065
PC11 > -2.614478
PC19 > -2.848473
PC28 > -0.1430286
PC28 <= 0.01113544
PC29 <= 0.2792483
PC43 > -0.9166617
PC44 > -0.7164707
PC48 <= 0.2803785
PC57 > -0.1242303
PC61 <= 1.582484
PC63 <= 0.05082405
PC65 <= 0.9571004
PC82 <= 0.1109711
PC94 > -1.620418
-> class 2\|3 [0.959]
Rule 20/266: (46.6/1.1, lift 8.3)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC12 > 4.619146
PC73 > -1.171701
-> class 2\|3 [0.957]
Rule 20/267: (52.5/1.8, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC9 <= 11.4065
PC17 <= -0.4170254
PC29 > 0.2792483
PC53 <= 0.3247325
PC57 > -0.1242303
-> class 2\|3 [0.948]
Rule 20/268: (42.1/2.1, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 0.4910623
PC10 > -0.1320915
PC10 <= 0.4970475
PC22 > -0.7661651
PC44 > 0.6074791
-> class 2\|3 [0.929]
Rule 20/269: (53.6/3.2, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 4.619146
PC19 > -2.848473
PC26 <= -2.241416
PC32 <= 1.917393
PC33 <= 0.3863824
-> class 2\|3 [0.924]
Rule 20/270: (10.9, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC57 > 0.04143316
PC62 <= -0.8809844
PC63 > 0.05082405
PC65 > -0.999844
-> class 2\|3 [0.923]
Rule 20/271: (67.5/4.4, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC12 <= 4.619146
PC29 <= 0.2792483
PC32 <= 1.590739
PC57 > 0.04143316
PC63 > 0.05082405
PC65 > -0.999844
PC71 > 0.3206535
PC86 <= 0.9986027
-> class 2\|3 [0.922]
Rule 20/272: (33.6/2.8, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC9 <= 11.4065
PC12 <= 4.619146
PC29 <= 0.2792483
PC32 <= 0.4385756
PC52 > 0.155419
PC57 > 0.04143316
PC62 > -0.8809844
PC71 <= 0.3206535
-> class 2\|3 [0.892]
Rule 20/273: (69.7/11.4, lift 7.2)
PC1 > -0.430681
PC1 <= 9.174034
PC2 <= 2.5099
PC3 <= 0.09497605
PC6 > -3.220215
PC8 > -3.691019
PC8 <= 0.05853367
PC30 <= -0.01650072
PC58 > -0.4834135
-> class 2\|3 [0.827]
Rule 20/274: (15.9/3.8, lift 6.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC33 <= 0.3863824
PC34 <= 0.6044881
PC53 > 2.09628
-> class 2\|3 [0.733]
Rule 20/275: (15.8/4.1, lift 6.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.35718
PC10 > -0.1320915
PC40 > 0.09058216
PC44 <= 0.6074791
PC56 <= -0.2942855
-> class 2\|3 [0.715]
Rule 20/276: (21/8.6, lift 5.0)
PC1 <= -0.1814509
PC2 <= 2.5099
PC3 > 0.5671026
PC14 > 0.5902118
PC84 > -0.3362926
-> class 2\|3 [0.584]
Rule 20/277: (1322.3/635.4, lift 4.5)
PC1 <= -0.430681
PC8 <= -3.393956
PC11 > -4.669395
-> class 2\|3 [0.519]
Rule 20/278: (12129.3/9822.4, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.190]
Rule 20/279: (133.6, lift 19.4)
PC1 <= -0.430681
PC8 <= -3.393956
PC12 > -0.966478
PC31 <= 1.359029
PC40 > 0.7687145
PC52 > -0.2141742
PC79 <= 0.2562573
-> class 2\|4 [0.992]
Rule 20/280: (113.7, lift 19.4)
PC1 <= -0.430681
PC11 <= -4.669395
-> class 2\|4 [0.991]
Rule 20/281: (69.2, lift 19.3)
PC8 <= -3.393956
PC53 > 2.482198
-> class 2\|4 [0.986]
Rule 20/282: (71.6, lift 19.3)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.2273773
PC19 <= -2.848473
PC56 <= 0.04797471
PC68 > 1.350311
PC89 <= 0.4668681
-> class 2\|4 [0.985]
Rule 20/283: (144.9/1.8, lift 19.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC11 <= -2.614478
PC22 > -0.3881056
PC34 <= 0.8711041
PC57 > -0.1242303
PC63 <= 0.05082405
-> class 2\|4 [0.981]
Rule 20/284: (167/4.3, lift 18.9)
PC6 <= 0.1887085
PC8 <= -3.393956
PC12 > -0.966478
PC12 <= 2.715679
PC26 <= 3.239936
PC36 <= 0.9121976
PC41 <= 0.06849004
PC46 <= 0.413817
PC52 > -0.2141742
PC53 > -0.4796969
PC74 > -0.8870361
PC83 <= 0.2993848
PC85 > 0.1748962
PC86 <= 0.7471446
PC92 <= 0.1440777
PC94 <= 0.8244115
-> class 2\|4 [0.969]
Rule 20/285: (34.9/0.4, lift 18.8)
PC8 <= -0.2273773
PC29 <= 0.2792483
PC34 <= 0.8711041
PC48 <= 0.2803785
PC57 > -0.1242303
PC63 <= 0.05082405
PC65 > 0.9571004
PC99 <= -0.1292467
-> class 2\|4 [0.962]
Rule 20/286: (57.5/2.1, lift 18.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.691019
PC19 > -1.607163
PC57 > 0.02752472
-> class 2\|4 [0.948]
Rule 20/287: (259.6/13, lift 18.5)
PC2 <= 2.5099
PC8 <= -3.393956
PC22 > -1.900676
PC31 <= 1.359029
PC46 <= 0.413817
PC74 > -0.8870361
PC76 > -1.182614
PC79 <= 0.2562573
PC83 > 0.2993848
PC94 <= 0.8244115
-> class 2\|4 [0.946]
Rule 20/288: (23.1/0.4, lift 18.5)
PC1 > -0.430681
PC1 <= 9.174034
PC2 <= 2.5099
PC3 <= 0.09497605
PC8 <= 0.05853367
PC20 <= 0.005959935
PC58 <= -0.4834135
-> class 2\|4 [0.944]
Rule 20/289: (166.9/13, lift 17.9)
PC6 <= 0.1887085
PC8 <= -3.393956
PC12 > -0.966478
PC12 <= 2.715679
PC22 > -1.900676
PC28 > -0.09491303
PC41 <= 0.06849004
PC45 <= 0.1517099
PC46 <= 0.413817
PC52 > -0.2141742
PC53 > -0.4796969
PC76 > -0.01468494
PC92 <= 0.1440777
PC94 <= 0.8244115
PC95 <= 0.6441998
PC96 <= 0.2890086
-> class 2\|4 [0.917]
Rule 20/290: (19.6/1.2, lift 17.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.2273773
PC19 > -2.848473
PC32 > 1.590739
PC57 > -0.1242303
PC65 > 0.06497011
-> class 2\|4 [0.899]
Rule 20/291: (46.6/9.3, lift 15.4)
PC1 <= -0.430681
PC3 > -1.439273
PC8 > -3.393956
PC8 <= -0.2273773
PC17 > -0.4170254
PC29 > 0.2792483
PC53 <= 0.3247325
PC57 > -0.1242303
-> class 2\|4 [0.788]
Default class: 2\|3
----- Trial 21: -----
Rules:
Rule 21/1: (63.6/0.2, lift 13.6)
PC2 > 2.5099
PC18 > -0.4683644
PC22 > -0.3249777
PC25 <= 1.854754
PC32 > -1.255822
PC86 <= -2.609307
PC88 <= 2.88609
-> class 0\|0 [0.982]
Rule 21/2: (26.1, lift 13.4)
PC4 <= -8.071015
PC18 > -0.4683644
PC28 <= -1.790785
PC31 > -0.04374787
-> class 0\|0 [0.964]
Rule 21/3: (232/9.3, lift 13.2)
PC1 <= -0.3828262
PC2 > 2.5099
PC4 <= 7.167978
PC14 > 0.3358679
PC18 > -0.4683644
PC18 <= 2.129967
PC22 > -0.3249777
PC32 > -1.255822
PC41 <= 0.5272107
PC53 <= 0.4935935
PC64 > -1.096547
PC77 > -0.2246178
PC87 <= 0.1198898
-> class 0\|0 [0.956]
Rule 21/4: (20.6, lift 13.2)
PC14 > -1.775794
PC18 > 7.844146
-> class 0\|0 [0.956]
Rule 21/5: (21/0.2, lift 13.1)
PC14 > -1.775794
PC14 <= 0.2774475
PC18 > 3.597938
PC22 <= -0.3249777
-> class 0\|0 [0.946]
Rule 21/6: (70.2/3, lift 13.1)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC14 <= 0.3358679
PC18 > -0.4683644
PC22 > -0.3249777
PC86 <= -1.308791
PC88 <= 2.88609
-> class 0\|0 [0.945]
Rule 21/7: (57.4/9.8, lift 11.3)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC18 > -0.4683644
PC68 > -0.3160464
PC69 > 0.5597457
-> class 0\|0 [0.818]
Rule 21/8: (32.5/6.7, lift 10.8)
PC18 > 3.597938
PC21 > -0.06854753
PC22 <= -0.3249777
-> class 0\|0 [0.777]
Rule 21/9: (1473.9/446.7, lift 9.6)
PC5 <= 2.21752
PC18 > 2.129967
PC22 > -0.3249777
PC25 <= 1.854754
PC32 > -1.255822
PC56 <= 1.217546
PC88 <= 2.88609
-> class 0\|0 [0.697]
Rule 21/10: (89.9, lift 12.0)
PC4 > 7.272528
PC11 > 0.03986269
PC14 > -1.775794
PC18 > 2.129967
PC63 <= 0.8334977
PC74 <= 2.396293
PC88 <= 2.88609
-> class 0\|1 [0.989]
Rule 21/11: (67.3/0.2, lift 11.9)
PC14 > -1.775794
PC18 > -0.4683644
PC22 > -0.3249777
PC25 > 1.854754
-> class 0\|1 [0.983]
Rule 21/12: (127.5/1.5, lift 11.9)
PC4 <= -8.071015
PC22 > -0.3249777
PC27 > -1.770006
PC31 <= -0.04374787
PC37 <= 1.155283
PC53 > -0.8627635
-> class 0\|1 [0.980]
Rule 21/13: (46.4, lift 11.9)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC18 > -0.4683644
PC22 <= -0.3249777
PC68 > -0.3160464
PC69 <= 0.5597457
-> class 0\|1 [0.979]
Rule 21/14: (44.6, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > 0.3358679
PC41 > 0.5272107
PC53 <= 0.4935935
PC86 > -2.609307
-> class 0\|1 [0.979]
Rule 21/15: (136.9/2.5, lift 11.8)
PC2 > 2.5099
PC14 > -1.775794
PC18 > -0.4683644
PC18 <= 7.844146
PC19 <= 0.04596939
PC22 > -0.3249777
PC32 > -0.7383942
PC56 > 1.217546
PC72 <= 0.5315608
PC88 <= 2.88609
-> class 0\|1 [0.975]
Rule 21/16: (247.3/6.6, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 1.992201
PC18 > -0.4683644
PC18 <= 2.129967
PC22 > -0.07511854
PC56 <= 1.217546
PC86 > -1.308791
-> class 0\|1 [0.969]
Rule 21/17: (134.6/3.5, lift 11.7)
PC5 <= 3.10482
PC11 > -0.2247504
PC14 > 0.2774475
PC18 > 3.597938
PC21 <= -0.06854753
PC22 <= -0.3249777
-> class 0\|1 [0.967]
Rule 21/18: (27.9, lift 11.7)
PC1 > -0.3828262
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.129967
-> class 0\|1 [0.967]
Rule 21/19: (89.3/2, lift 11.7)
PC4 > 7.167978
PC14 > 0.3358679
PC18 > -0.4683644
PC18 <= 2.129967
PC53 <= 0.4935935
PC56 <= 1.217546
PC86 > -2.609307
-> class 0\|1 [0.967]
Rule 21/20: (79.9/1.8, lift 11.7)
PC4 > 7.272528
PC14 > -1.775794
PC18 > 2.129967
PC24 <= 1.468054
PC63 <= 0.8334977
PC81 <= 1.144864
PC88 <= 2.88609
-> class 0\|1 [0.966]
Rule 21/21: (27.7, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC18 > -0.4683644
PC22 > -0.3249777
PC56 <= 1.217546
PC74 > 2.396293
-> class 0\|1 [0.966]
Rule 21/22: (40.4/0.5, lift 11.7)
PC4 <= 7.272528
PC18 > 2.129967
PC25 <= -0.3166765
PC32 > -1.255822
PC62 > -1.128139
PC78 > -0.3495587
PC99 <= 0.3800762
-> class 0\|1 [0.964]
Rule 21/23: (57.5/1.2, lift 11.7)
PC9 > -0.5371005
PC18 > 2.129967
PC18 <= 2.686299
PC27 > -1.310485
PC28 <= -0.4820883
PC62 > -1.128139
-> class 0\|1 [0.964]
Rule 21/24: (29/0.2, lift 11.6)
PC2 > 2.5099
PC4 <= 7.272528
PC18 > -0.4683644
PC27 <= -1.310485
PC43 <= 0.9199178
PC76 > -0.5951806
PC78 > -0.3495587
PC81 <= 1.144864
PC88 <= 2.88609
PC93 <= 1.245684
-> class 0\|1 [0.960]
Rule 21/25: (166.3/5.8, lift 11.6)
PC1 <= -0.4596291
PC2 > 2.5099
PC14 > 0.3358679
PC18 > -0.4683644
PC18 <= 2.129967
PC22 > -0.3249777
PC87 > 0.1198898
-> class 0\|1 [0.959]
Rule 21/26: (20.7, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC18 <= -0.4683644
PC32 <= -0.9005789
-> class 0\|1 [0.956]
Rule 21/27: (28.2/0.5, lift 11.5)
PC5 > 2.21752
PC14 > -1.775794
PC18 > 2.129967
PC22 > -0.3249777
PC56 <= 1.217546
PC81 <= 1.144864
PC88 <= 2.88609
-> class 0\|1 [0.952]
Rule 21/28: (54.4/1.8, lift 11.5)
PC7 <= -0.3593628
PC18 > 3.343389
PC22 <= -0.3249777
PC40 <= 0.1784697
-> class 0\|1 [0.951]
Rule 21/29: (75.5/2.9, lift 11.5)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 2.129967
PC22 > -0.3249777
PC32 > -1.255822
PC56 <= 1.217546
PC64 <= -1.096547
PC87 <= 0.1198898
PC88 <= 2.88609
-> class 0\|1 [0.950]
Rule 21/30: (48.6/1.7, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 3.542583
PC18 > -1.711702
PC18 <= -0.4683644
PC41 > 0.1775983
PC66 <= -0.4480555
-> class 0\|1 [0.947]
Rule 21/31: (137.1/6.7, lift 11.5)
PC4 <= -8.071015
PC8 <= 0.2373249
PC22 > -0.3249777
PC27 > -1.770006
PC28 > -1.790785
PC32 <= 0.4182354
PC47 <= 0.8636295
PC86 > -2.609307
PC87 > -0.06355169
PC90 > 0.005553396
PC98 <= 0.3203657
-> class 0\|1 [0.945]
Rule 21/32: (11.2, lift 11.2)
PC4 > -8.071015
PC7 <= -0.9153051
PC18 > 2.686299
PC76 > -0.5951806
PC78 > -0.3495587
PC99 <= 0.3800762
-> class 0\|1 [0.924]
Rule 21/33: (18.5/0.6, lift 11.2)
PC9 <= -0.5371005
PC14 > -1.775794
PC18 > 2.129967
PC22 > -0.3249777
PC27 > -1.770006
PC56 <= 1.217546
PC78 > -0.3495587
PC86 > -2.609307
-> class 0\|1 [0.922]
Rule 21/34: (25/1.2, lift 11.2)
PC4 <= 7.272528
PC14 > -1.775794
PC18 > 2.129967
PC22 > -0.3249777
PC27 > -1.770006
PC78 > -0.3495587
PC86 > -2.609307
PC93 > 1.245684
-> class 0\|1 [0.920]
Rule 21/35: (10.1, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC18 <= -0.4683644
PC40 > 2.365408
PC67 > -0.6968037
-> class 0\|1 [0.917]
Rule 21/36: (19.8/0.8, lift 11.1)
PC4 <= 7.272528
PC18 > 2.686299
PC56 <= 1.217546
PC62 > -1.128139
PC76 > -0.5951806
PC78 > -0.3495587
PC93 <= 1.245684
PC99 > 0.3182572
PC99 <= 0.3800762
-> class 0\|1 [0.915]
Rule 21/37: (24.6/1.3, lift 11.1)
PC2 > 2.5099
PC4 > -8.071015
PC5 <= 2.21752
PC18 > 2.129967
PC22 > -0.3249777
PC43 > 0.9199178
PC76 > -0.5951806
PC78 > -0.3495587
PC86 > -2.609307
-> class 0\|1 [0.915]
Rule 21/38: (61.8/4.5, lift 11.1)
PC5 <= 2.21752
PC18 > 2.129967
PC27 <= -1.770006
PC32 > -1.255822
PC81 <= 1.144864
PC86 > -2.609307
PC88 <= 2.88609
-> class 0\|1 [0.913]
Rule 21/39: (49.4/3.6, lift 11.0)
PC3 <= 1.640775
PC8 <= 0.119202
PC18 <= -0.4683644
PC78 > 2.770494
PC78 <= 3.484366
-> class 0\|1 [0.910]
Rule 21/40: (153.5/15.1, lift 10.9)
PC3 <= -4.070508
PC9 > -0.5371005
PC18 > 2.129967
PC27 > -1.310485
PC76 > -0.5951806
PC78 > -0.3495587
PC99 <= 0.3800762
-> class 0\|1 [0.896]
Rule 21/41: (8.7/0.2, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC18 <= -0.4683644
PC56 <= -1.342939
PC63 > -6.125492
-> class 0\|1 [0.892]
Rule 21/42: (40.5/4.8, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC55 > 0.902556
PC56 > -1.342939
-> class 0\|1 [0.862]
Rule 21/43: (6.4/0.4, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC22 > -0.3249777
PC76 > -0.5951806
PC76 <= -0.5841299
-> class 0\|1 [0.836]
Rule 21/44: (19.2/2.7, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC26 > 1.177171
PC67 > -0.6968037
-> class 0\|1 [0.827]
Rule 21/45: (124/21.9, lift 9.9)
PC2 > 2.5099
PC3 <= -1.889242
PC8 > -0.4344836
PC13 <= 11.26927
PC15 > 0.2416164
PC18 > -0.4683644
PC22 <= -0.3249777
PC40 > 0.1784697
-> class 0\|1 [0.818]
Rule 21/46: (50.5/9.1, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.775794
PC18 > -0.4683644
PC22 > -0.3249777
PC32 <= -1.255822
PC43 <= 0.114689
-> class 0\|1 [0.808]
Rule 21/47: (99.5/41.6, lift 7.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 11.26927
PC18 > -0.4683644
PC18 <= 3.597938
PC19 <= -0.1801892
PC40 > 0.1784697
-> class 0\|1 [0.580]
Rule 21/48: (41.4/17.5, lift 6.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.3593628
PC18 > -0.4683644
PC18 <= 3.597938
PC20 > -0.4668367
PC22 <= -0.3249777
PC40 <= 0.1784697
-> class 0\|1 [0.573]
Rule 21/49: (59.6, lift 10.1)
PC2 > 2.5099
PC14 <= -1.775794
PC17 > -1.379293
PC18 > -0.4683644
-> class 0\|2 [0.984]
Rule 21/50: (27.5, lift 10.0)
PC3 <= 1.640775
PC8 <= 0.119202
PC10 > -2.362712
PC18 <= -1.711702
PC30 > 0.803651
PC57 > -2.06066
PC67 > -0.6968037
PC82 <= -0.7617688
PC95 <= 2.484192
-> class 0\|2 [0.966]
Rule 21/51: (27.7/0.6, lift 9.8)
PC10 <= -2.362712
PC18 <= -0.4683644
PC87 > -0.1765194
PC87 <= -0.1679795
-> class 0\|2 [0.947]
Rule 21/52: (21.3/0.6, lift 9.6)
PC7 <= -0.1573399
PC10 > -2.362712
PC18 <= -1.711702
PC30 <= 0.803651
PC57 > 1.570043
-> class 0\|2 [0.929]
Rule 21/53: (22.1/0.8, lift 9.5)
PC2 > 2.5099
PC3 <= -1.889242
PC8 <= -0.4344836
PC14 > -1.775794
PC40 > 0.1784697
-> class 0\|2 [0.926]
Rule 21/54: (11.4/0.9, lift 8.9)
PC1 > -0.3016868
PC3 <= 1.640775
PC18 <= -1.711702
-> class 0\|2 [0.860]
Rule 21/55: (7730.5/5795.3, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.250]
Rule 21/56: (64.1, lift 11.4)
PC7 <= 0.6596653
PC10 <= -2.362712
PC18 <= -1.711702
PC31 > -0.3308496
PC32 <= 2.682941
PC34 > -1.934925
PC61 <= 0.5193119
PC78 <= 2.770494
PC87 <= -0.1765194
-> class 0\|3 [0.985]
Rule 21/57: (69.4/0.1, lift 11.4)
PC4 > -7.664239
PC7 <= 0.6596653
PC8 <= 0.119202
PC10 <= -2.362712
PC14 <= 0.416782
PC18 <= -1.711702
PC31 > -0.3308496
PC34 > -1.934925
PC38 <= 1.267664
PC46 <= 0.4982683
PC78 <= 2.770494
PC79 <= 1.894382
PC84 <= -0.05884301
-> class 0\|3 [0.985]
Rule 21/58: (57.5, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC67 <= -0.6968037
-> class 0\|3 [0.983]
Rule 21/59: (72.9/0.3, lift 11.4)
PC3 <= -1.889242
PC7 > -0.3593628
PC14 > -1.775794
PC15 <= 0.920364
PC18 > -0.4683644
PC18 <= 3.597938
PC20 <= -0.4668367
PC22 <= -0.3249777
PC33 > -3.104404
PC40 <= 0.1784697
PC92 <= -0.1400083
-> class 0\|3 [0.983]
Rule 21/60: (54.7, lift 11.4)
PC2 > 2.5099
PC8 <= 0.119202
PC18 <= -0.4683644
PC49 > 1.352244
-> class 0\|3 [0.982]
Rule 21/61: (50.3, lift 11.4)
PC2 <= 3.185732
PC3 <= 1.640775
PC17 <= -0.06644134
PC18 <= -0.4683644
PC25 > -0.8780755
PC31 > -0.3308496
PC59 <= 0.8295147
PC80 <= 0.3124031
-> class 0\|3 [0.981]
Rule 21/62: (43, lift 11.3)
PC3 <= 1.640775
PC5 <= 2.87772
PC7 > -0.4540045
PC17 <= -0.06644134
PC18 > -1.711702
PC18 <= -0.4683644
PC36 <= 1.544657
PC60 > 0.4642164
PC66 > -0.4480555
PC72 <= 0.488988
PC80 <= 0.3124031
-> class 0\|3 [0.978]
Rule 21/63: (44, lift 11.3)
PC2 > 2.5099
PC18 <= -0.4683644
PC31 > -0.3308496
PC32 <= 2.682941
PC36 > 1.544657
PC75 > 0.4917917
-> class 0\|3 [0.978]
Rule 21/64: (37.6, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC47 > 1.475776
PC57 > -2.06066
-> class 0\|3 [0.975]
Rule 21/65: (52.4/0.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.664239
PC5 <= 2.87772
PC7 > -0.4540045
PC18 > -1.711702
PC18 <= -0.4683644
PC27 > -2.328525
PC46 > 0.3749334
PC66 > -0.4480555
PC80 <= 0.3124031
-> class 0\|3 [0.972]
Rule 21/66: (151.6/3.5, lift 11.2)
PC3 <= 1.640775
PC5 <= 2.87772
PC18 <= -0.4683644
PC31 > -0.3308496
PC57 <= -2.06066
PC78 <= 2.770494
-> class 0\|3 [0.971]
Rule 21/67: (57.6/0.8, lift 11.2)
PC5 <= 2.87772
PC10 > 3.542583
PC18 <= -0.4683644
PC31 > -0.3308496
PC47 <= 1.475776
PC66 <= -0.4480555
-> class 0\|3 [0.970]
Rule 21/68: (46.3/0.6, lift 11.2)
PC2 > 2.5099
PC17 <= -1.710613
PC18 > -0.4683644
PC18 <= 3.597938
PC22 <= -0.3249777
-> class 0\|3 [0.968]
Rule 21/69: (29/0.6, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.87772
PC18 > -1.711702
PC18 <= -0.4683644
PC25 <= -0.8780755
PC36 <= 1.544657
PC66 > -0.4480555
PC78 <= 2.770494
PC79 <= 1.176004
PC95 <= 0.9194064
-> class 0\|3 [0.949]
Rule 21/70: (101.6/4.3, lift 11.0)
PC4 > -7.664239
PC17 <= -0.06644134
PC18 > -1.711702
PC18 <= -0.4683644
PC27 > -2.328525
PC36 <= 1.544657
PC52 > -2.944525
PC66 > -0.4480555
PC72 > 0.488988
PC78 <= 2.770494
PC79 <= 1.176004
PC80 <= 0.3124031
PC95 <= 0.9194064
PC100 > -1.668657
-> class 0\|3 [0.949]
Rule 21/71: (35.1/1, lift 11.0)
PC3 <= -1.889242
PC7 > -0.3593628
PC18 > -0.4683644
PC18 <= 3.597938
PC22 <= -0.3249777
PC36 > 1.355035
-> class 0\|3 [0.945]
Rule 21/72: (77/3.5, lift 10.9)
PC8 > 0.0268615
PC8 <= 0.119202
PC15 > -1.329686
PC18 <= -1.711702
PC31 > -0.3308496
PC32 <= 2.682941
PC39 <= -0.1348937
PC74 > -0.7391211
-> class 0\|3 [0.943]
Rule 21/73: (581.4/33.8, lift 10.9)
PC1 <= -0.3016868
PC4 > -7.032351
PC8 <= 0.0268615
PC9 <= 0.3545121
PC10 > -2.362712
PC15 <= 0.6914891
PC17 <= 0.63545
PC18 <= -1.711702
PC31 > -0.3308496
PC32 > -1.548382
PC36 <= 1.544657
PC56 > -5.290535
PC82 > -0.7617688
PC95 <= 2.484192
-> class 0\|3 [0.940]
Rule 21/74: (551.7/35.3, lift 10.8)
PC1 <= -0.3016868
PC4 > -7.664239
PC8 <= 0.0268615
PC9 <= 0.3545121
PC10 > -2.362712
PC15 <= 0.6914891
PC17 <= 0.63545
PC18 <= -1.711702
PC32 > -1.548382
PC36 <= 1.544657
PC56 > -5.290535
PC97 <= 0.564658
-> class 0\|3 [0.934]
Rule 21/75: (39.1/2.1, lift 10.7)
PC5 <= 2.87772
PC30 <= -4.280624
PC67 > -0.6968037
PC78 <= 2.770494
-> class 0\|3 [0.925]
Rule 21/76: (10.3, lift 10.6)
PC7 <= -0.3914919
PC20 > 5.558298
PC63 > -6.125492
-> class 0\|3 [0.919]
Rule 21/77: (17.4/0.6, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.87772
PC8 <= 0.119202
PC18 <= -0.4683644
PC31 <= -0.3308496
PC87 > 0.6443332
-> class 0\|3 [0.915]
Rule 21/78: (33.5/2, lift 10.6)
PC3 <= 1.640775
PC8 <= 0.119202
PC18 <= -1.711702
PC57 > -2.06066
PC95 > 2.484192
-> class 0\|3 [0.915]
Rule 21/79: (11.6/0.4, lift 10.4)
PC3 <= 1.640775
PC7 <= -0.3914919
PC8 > 0.119202
PC18 <= -0.4683644
PC32 > -0.9005789
PC33 <= -1.406465
-> class 0\|3 [0.897]
Rule 21/80: (200.4/21.8, lift 10.3)
PC4 > -7.664239
PC7 <= 0.6596653
PC10 <= -2.362712
PC14 <= 0.416782
PC18 <= -1.711702
PC31 > -0.3308496
PC34 > -1.934925
PC37 > -0.7655982
PC38 <= 1.267664
PC46 <= 0.4982683
PC57 > -1.847997
PC61 <= 0.5193119
PC68 > -0.3676519
PC78 <= 2.770494
PC79 <= 1.894382
-> class 0\|3 [0.887]
Rule 21/81: (40.2/3.8, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.119202
PC18 <= -0.4683644
PC22 > 1.696119
PC55 <= 0.902556
-> class 0\|3 [0.886]
Rule 21/82: (10.3/2.3, lift 8.5)
PC8 > 0.119202
PC18 <= -0.4683644
PC26 <= 1.177171
PC87 <= -1.521091
-> class 0\|3 [0.733]
Rule 21/83: (161.7, lift 23.6)
PC2 <= 2.5099
PC4 > 0.2128084
PC6 <= -3.213379
PC11 <= -0.8052899
PC68 <= 1.01486
-> class 1\|0 [0.994]
Rule 21/84: (43.3, lift 23.2)
PC2 > 2.5099
PC3 > 1.640775
PC5 > 6.355166
PC16 <= -0.8953013
PC52 <= -0.008377787
PC56 <= 0.8670388
-> class 1\|0 [0.978]
Rule 21/85: (101.2/3.3, lift 22.8)
PC3 > 1.640775
PC16 <= -0.8953013
PC22 > 0.200085
PC56 <= 0.8670388
PC96 > 0.6761835
-> class 1\|0 [0.959]
Rule 21/86: (68/2.2, lift 22.7)
PC3 > 1.640775
PC16 <= -0.8953013
PC22 > 0.200085
PC56 > 0.8670388
-> class 1\|0 [0.955]
Rule 21/87: (85.4/5.1, lift 22.1)
PC3 > 1.640775
PC16 <= -0.8953013
PC22 > 0.200085
PC30 <= 0.2443703
PC61 > 0.5671605
-> class 1\|0 [0.930]
Rule 21/88: (10.3, lift 21.7)
PC3 > 1.640775
PC16 <= -0.8953013
PC24 > 3.045341
PC30 <= 0.2443703
-> class 1\|0 [0.915]
Rule 21/89: (66.3/5.6, lift 21.4)
PC2 > 2.5099
PC3 > 1.640775
PC13 > -0.1339783
PC16 <= -0.8953013
PC22 > 0.200085
PC30 <= 0.2443703
PC61 <= 0.5671605
-> class 1\|0 [0.903]
Rule 21/90: (6.8, lift 20.8)
PC3 > 1.640775
PC16 <= -0.8953013
PC22 > 0.200085
PC90 <= -1.051098
-> class 1\|0 [0.876]
Rule 21/91: (35.6/4.9, lift 20.0)
PC3 > 1.640775
PC5 <= 6.355166
PC16 <= -0.8953013
PC22 > 0.200085
PC24 <= 3.045341
PC30 <= 0.2443703
PC61 <= 0.5671605
PC90 > 0.160455
PC97 > -1.49728
-> class 1\|0 [0.844]
Rule 21/92: (55.8/11.4, lift 18.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC92 <= 0.4899847
PC97 <= -1.49728
-> class 1\|0 [0.785]
Rule 21/93: (715/318.9, lift 13.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC9 > -0.911768
PC16 <= -1.963041
-> class 1\|0 [0.554]
Rule 21/94: (57.4, lift 16.8)
PC2 <= 2.5099
PC5 <= 12.1829
PC6 <= 8.000078
PC8 > -3.591267
PC9 <= 1.357265
PC16 <= -1.963041
PC21 <= 0.4412814
PC39 <= 0.7084081
PC46 > -4.128201
PC89 <= 0.1852018
-> class 1\|1 [0.983]
Rule 21/95: (52.8, lift 16.7)
PC1 > -0.3062993
PC16 <= -1.963041
PC63 <= -2.62196
-> class 1\|1 [0.982]
Rule 21/96: (56.7/0.1, lift 16.7)
PC1 > -0.3062993
PC5 <= 12.1829
PC16 <= -1.963041
PC29 > 0.3833374
PC46 > -4.128201
PC79 > -0.2329658
-> class 1\|1 [0.981]
Rule 21/97: (41.4, lift 16.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC5 <= 12.1829
PC9 > -0.911768
PC16 <= -1.963041
PC46 > -4.128201
PC79 <= -0.2329658
-> class 1\|1 [0.977]
Rule 21/98: (39.6, lift 16.6)
PC5 > 12.1829
PC16 <= -1.963041
PC88 > -0.1014291
-> class 1\|1 [0.976]
Rule 21/99: (36, lift 16.6)
PC1 > 15.92312
PC6 <= -3.213379
PC11 > -0.8052899
-> class 1\|1 [0.974]
Rule 21/100: (44.9/0.7, lift 16.4)
PC1 > 7.579506
PC3 <= -0.01609154
PC6 > -3.213379
PC6 <= 2.571703
PC8 > -3.591267
PC16 > -1.963041
PC98 > -0.0733548
-> class 1\|1 [0.965]
Rule 21/101: (58.4/1.3, lift 16.4)
PC1 > -0.3062993
PC16 <= -1.963041
PC21 <= 0.4412814
PC46 > -4.128201
PC97 > 1.050058
-> class 1\|1 [0.962]
Rule 21/102: (59.4/1.5, lift 16.3)
PC6 > 8.000078
PC9 > -0.911768
PC16 <= -1.963041
PC46 > -4.128201
-> class 1\|1 [0.959]
Rule 21/103: (58.9/1.7, lift 16.3)
PC1 > -0.2008138
PC2 <= 2.5099
PC16 > -1.963041
PC44 > 0.05922672
PC82 <= -0.5949218
-> class 1\|1 [0.956]
Rule 21/104: (18, lift 16.2)
PC2 <= 2.5099
PC3 > -0.01609154
PC4 > 0.9132453
PC16 > -1.963041
PC42 > -0.9940295
-> class 1\|1 [0.950]
Rule 21/105: (11.6, lift 15.8)
PC3 > 0.2592301
PC8 <= 0.5434514
PC9 > 1.357265
PC16 <= -1.963041
PC21 <= 0.4412814
PC31 <= 0.6145231
-> class 1\|1 [0.927]
Rule 21/106: (17.5/0.5, lift 15.7)
PC1 > -0.3062993
PC16 <= -1.963041
PC21 <= 0.4412814
PC31 > 0.6145231
-> class 1\|1 [0.922]
Rule 21/107: (10, lift 15.6)
PC8 > 0.5430083
PC8 <= 0.5434514
PC21 <= 0.4412814
-> class 1\|1 [0.916]
Rule 21/108: (8, lift 15.3)
PC6 <= -3.213379
PC11 <= -0.8052899
PC68 > 1.01486
-> class 1\|1 [0.900]
Rule 21/109: (53.8/4.6, lift 15.3)
PC1 > -0.3062993
PC9 > -0.911768
PC16 <= -1.963041
PC18 <= -0.5908089
PC46 > -4.128201
-> class 1\|1 [0.899]
Rule 21/110: (7.3, lift 15.2)
PC1 > -0.3062993
PC2 <= 2.5099
PC9 > -0.911768
PC9 <= -0.6131609
PC16 <= -1.963041
PC46 > -4.128201
-> class 1\|1 [0.893]
Rule 21/111: (7.6, lift 15.2)
PC9 > 1.357265
PC16 <= -1.963041
PC47 > 2.011087
-> class 1\|1 [0.893]
Rule 21/112: (59.9/6.3, lift 15.0)
PC1 > -0.2008138
PC2 <= 2.5099
PC6 > -3.213379
PC7 > 1.252206
PC13 <= 0.003337928
PC16 > -1.963041
PC22 <= -0.1480727
-> class 1\|1 [0.883]
Rule 21/113: (5.7, lift 14.8)
PC1 > -0.3062993
PC4 <= 0.2128084
PC6 <= -3.213379
PC11 <= -0.8052899
-> class 1\|1 [0.870]
Rule 21/114: (4.5, lift 14.4)
PC16 > -1.966228
PC16 <= -1.963041
-> class 1\|1 [0.846]
Rule 21/115: (49.3/13, lift 12.4)
PC1 > -0.3062993
PC3 > -0.01609154
PC5 <= 8.105987
PC7 <= 1.252206
PC16 > -1.963041
PC42 <= -0.9940295
PC61 > -0.2465858
PC82 > -0.5949218
-> class 1\|1 [0.727]
Rule 21/116: (26.4/7.8, lift 11.7)
PC1 > -0.3062993
PC3 > -0.01609154
PC12 > 2.986485
PC16 > -1.963041
-> class 1\|1 [0.689]
Rule 21/117: (50.1/19.7, lift 10.3)
PC1 > -0.2008138
PC1 <= 1.597049
PC3 > -0.01609154
PC3 <= 0.7337099
PC7 <= 1.252206
PC8 > -3.591267
PC16 > -1.963041
-> class 1\|1 [0.603]
Rule 21/118: (26.2/12.2, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC36 > 0.8098297
-> class 1\|1 [0.533]
Rule 21/119: (22.7/10.9, lift 8.9)
PC1 > -0.2008138
PC3 > 0.7337099
PC7 <= 1.252206
PC16 > -1.963041
PC42 > -0.9940295
PC74 > -1.954591
PC93 <= -0.7994658
-> class 1\|1 [0.520]
Rule 21/120: (1085.9/536.8, lift 8.6)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.506]
Rule 21/121: (67.9, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC55 > -0.2135467
PC83 <= -0.4227733
PC93 > -0.9696231
-> class 1\|2 [0.986]
Rule 21/122: (176.7/2.6, lift 15.8)
PC5 > 8.105987
PC10 <= 0.9770274
PC16 > -1.963041
PC48 <= 1.021647
PC82 > -0.5949218
-> class 1\|2 [0.980]
Rule 21/123: (35.6, lift 15.7)
PC5 > 12.1829
PC88 <= -0.1014291
-> class 1\|2 [0.973]
Rule 21/124: (110/2.4, lift 15.7)
PC3 > 8.775255
PC16 > 1.26344
-> class 1\|2 [0.970]
Rule 21/125: (13.7, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC64 <= -1.090641
-> class 1\|2 [0.936]
Rule 21/126: (49.5/2.5, lift 15.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.01609154
PC5 <= 8.105987
PC23 <= 1.051382
PC54 <= 1.497117
PC82 > -0.5949218
PC88 <= 0.1952161
PC98 > 0.3617786
-> class 1\|2 [0.932]
Rule 21/127: (59.8/3.2, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.26344
PC82 <= -0.2151067
-> class 1\|2 [0.931]
Rule 21/128: (37.5/3.1, lift 14.5)
PC1 > -0.3062993
PC8 <= -3.591267
PC14 > 2.572972
-> class 1\|2 [0.895]
Rule 21/129: (17.3/1.2, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC63 <= -1.308011
-> class 1\|2 [0.886]
Rule 21/130: (13.1/0.7, lift 14.3)
PC2 <= 2.5099
PC16 <= -1.963041
PC46 <= -4.128201
-> class 1\|2 [0.885]
Rule 21/131: (5.9, lift 14.1)
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC22 <= -2.091307
-> class 1\|2 [0.874]
Rule 21/132: (50.8/6.8, lift 13.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 > -3.591267
PC9 <= -0.911768
PC16 <= -1.963041
-> class 1\|2 [0.853]
Rule 21/133: (2736.9/1696.5, lift 6.1)
PC1 > -0.2008138
PC8 > -3.591267
PC16 > -1.963041
-> class 1\|2 [0.380]
Rule 21/134: (83.1, lift 14.9)
PC3 > 0.7337099
PC7 > -3.492625
PC15 <= -1.805526
PC19 <= 1.458264
PC59 > -0.9765257
PC68 <= -0.5668566
PC88 <= 0.1952161
-> class 1\|3 [0.988]
Rule 21/135: (432.8/10.4, lift 14.7)
PC1 > -0.3062993
PC3 > 0.7337099
PC4 <= 0.7412579
PC5 <= 8.105987
PC6 > -3.213379
PC7 <= 1.252206
PC8 > -3.591267
PC9 <= 2.134511
PC16 > -1.537976
PC23 <= 1.051382
PC34 > -1.223326
PC42 > -0.9940295
PC54 <= 1.497117
PC61 <= 0.7847691
PC74 > -1.954591
PC88 <= 0.1952161
PC93 > -0.7994658
PC93 <= 0.5520842
PC98 <= 0.3617786
-> class 1\|3 [0.974]
Rule 21/136: (85.6/1.8, lift 14.6)
PC1 > -0.3062993
PC3 > -0.01609154
PC7 > -3.492625
PC11 <= -1.574955
PC25 <= 0.3619691
PC34 > -1.223326
PC54 <= 1.497117
PC59 > -0.9765257
PC68 <= -0.5668566
PC88 <= 0.1952161
PC93 > -0.7994658
-> class 1\|3 [0.968]
Rule 21/137: (11, lift 13.9)
PC1 > -0.3062993
PC19 <= -2.403375
PC82 <= -0.5949218
-> class 1\|3 [0.923]
Rule 21/138: (10.4, lift 13.9)
PC1 > -0.3062993
PC5 > -4.574959
PC8 > -3.591267
PC8 <= 0.05853367
PC77 <= -1.739203
-> class 1\|3 [0.919]
Rule 21/139: (67/7.7, lift 13.2)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 8.775255
PC16 > 1.26344
PC82 > -0.2151067
-> class 1\|3 [0.874]
Rule 21/140: (5.3, lift 13.0)
PC1 > -0.3062993
PC3 > -0.01609154
PC7 > 1.252206
PC15 > 4.104633
-> class 1\|3 [0.863]
Rule 21/141: (24.2/4.6, lift 11.9)
PC1 > -0.2008138
PC2 <= 2.5099
PC3 > -0.01609154
PC5 <= 8.105987
PC7 > 1.252206
PC13 > 0.003337928
PC16 > -1.963041
PC82 > -0.5949218
-> class 1\|3 [0.788]
Rule 21/142: (47.8/10, lift 11.7)
PC1 > 1.597049
PC3 > -0.01609154
PC3 <= 0.7337099
PC5 <= 8.105987
PC7 <= 1.252206
PC8 > -3.591267
PC16 > -1.963041
PC34 > -1.223326
PC74 > -1.954591
PC82 > -0.5949218
-> class 1\|3 [0.778]
Rule 21/143: (4637.3/3380.5, lift 4.1)
PC1 > -0.3062993
PC2 <= 2.5099
-> class 1\|3 [0.271]
Rule 21/144: (329.6, lift 13.7)
PC7 > 1.389189
PC8 > 1.299587
PC11 > -0.9337804
PC12 > -1.842187
PC20 <= 0.04253341
PC27 > -0.6749307
PC28 <= 0.1391531
PC56 <= 0.5283641
PC59 <= 0.1929408
-> class 2\|0 [0.997]
Rule 21/145: (284/0.4, lift 13.7)
PC1 <= -0.3062993
PC8 > 1.299587
PC12 > -0.5557338
PC20 <= 0.04253341
PC34 <= -0.2506155
PC40 > -0.9684188
PC59 <= 0.1929408
-> class 2\|0 [0.995]
Rule 21/146: (115.1, lift 13.6)
PC1 <= -0.3062993
PC8 > 1.299587
PC12 > -1.842187
PC13 > -0.651934
PC20 <= 0.04253341
PC40 > -0.9684188
PC41 <= -1.077655
PC59 <= 0.1929408
-> class 2\|0 [0.991]
Rule 21/147: (328.2/4.1, lift 13.5)
PC8 > 1.299587
PC13 > -0.651934
PC19 <= -1.99447
PC20 <= 0.04253341
PC27 > -0.6749307
PC28 <= 0.1391531
PC36 <= 0.8098297
PC59 <= 0.1929408
-> class 2\|0 [0.985]
Rule 21/148: (152.2/1.7, lift 13.5)
PC2 <= 2.5099
PC8 > 1.299587
PC11 > -0.9337804
PC12 > -1.842187
PC20 <= 0.04253341
PC40 > 0.5651907
PC56 <= 0.5283641
PC59 <= 0.1929408
PC83 > -0.7618434
PC96 > -0.3563694
-> class 2\|0 [0.983]
Rule 21/149: (294.2/6.6, lift 13.4)
PC1 <= -0.3062993
PC8 > 1.299587
PC11 > -0.9337804
PC20 <= 0.04253341
PC22 <= 1.042576
PC27 > -0.6749307
PC28 <= 0.1391531
PC50 > -0.7493332
PC56 <= 0.5283641
PC59 <= 0.1929408
PC64 <= -0.4094953
PC83 > -0.7618434
-> class 2\|0 [0.974]
Rule 21/150: (133.4/2.8, lift 13.3)
PC7 > 1.802531
PC8 > 1.299587
PC11 > -0.9337804
PC20 <= 0.04253341
PC50 > -0.7493332
PC96 > -0.3563694
-> class 2\|0 [0.972]
Rule 21/151: (34.3, lift 13.3)
PC1 > -0.3062993
PC1 <= 15.92312
PC6 <= -3.213379
PC8 > -3.591267
PC65 > 0.9277187
PC98 <= 0.2589007
-> class 2\|0 [0.972]
Rule 21/152: (192.8/5.3, lift 13.3)
PC1 <= -0.3062993
PC8 > 1.299587
PC12 > -0.5557338
PC13 > -0.651934
PC20 <= 0.04253341
PC27 > -0.6749307
PC28 <= 0.1391531
PC40 > -0.9684188
PC56 <= 0.5283641
PC59 <= 0.1929408
PC64 > -0.4094953
PC71 > 0.2476833
-> class 2\|0 [0.968]
Rule 21/153: (25.6, lift 13.2)
PC1 <= -0.3062993
PC8 > 1.299587
PC40 > -0.9684188
PC50 > -0.7493332
PC59 <= 0.1929408
PC78 > 0.6704425
PC96 > -0.3563694
-> class 2\|0 [0.964]
Rule 21/154: (25.6, lift 13.2)
PC1 > -0.2008138
PC1 <= 7.579506
PC3 <= -0.01609154
PC5 > -4.574959
PC6 > -3.213379
PC8 > 0.05853367
PC12 > 0.4071968
PC16 > -1.963041
-> class 2\|0 [0.964]
Rule 21/155: (107.1/3.1, lift 13.2)
PC2 <= 2.5099
PC8 > 1.299587
PC10 <= -0.494993
PC11 > -0.9337804
PC56 <= 0.5283641
PC83 > -0.7618434
-> class 2\|0 [0.962]
Rule 21/156: (19/0.2, lift 13.0)
PC1 <= -0.3062993
PC8 > 1.299587
PC11 > -0.9337804
PC20 <= 0.04253341
PC46 <= -1.47636
PC50 > -0.7493332
PC96 > -0.3563694
-> class 2\|0 [0.945]
Rule 21/157: (6.3, lift 12.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC34 <= 0.6957582
PC44 > 1.048562
PC47 <= -0.6827961
-> class 2\|0 [0.879]
Rule 21/158: (154.5/26, lift 11.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC11 > -0.9337804
PC16 <= -0.3404065
PC20 <= 0.04253341
-> class 2\|0 [0.827]
Rule 21/159: (229.7/96.2, lift 8.0)
PC1 <= -0.3062993
PC8 > 1.299587
PC36 <= 0.8098297
PC65 > 0.7444
PC96 > -0.3563694
-> class 2\|0 [0.581]
Rule 21/160: (133.1, lift 9.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC20 > 0.04253341
PC33 <= 0.4749767
PC37 <= 0.01077121
PC78 <= 0.6323594
PC84 > -0.02927337
-> class 2\|1 [0.993]
Rule 21/161: (100.1, lift 9.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC8 <= 2.283626
PC20 > 0.04253341
PC37 > 0.01077121
PC65 <= 0.7444
PC78 <= 0.6323594
-> class 2\|1 [0.990]
Rule 21/162: (80.4, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC7 <= 1.389189
PC8 > 1.299587
PC12 <= -0.5557338
PC19 > -1.99447
PC20 <= 0.04253341
PC34 > -0.4300818
PC59 <= 0.1929408
PC96 > -0.3563694
-> class 2\|1 [0.988]
Rule 21/163: (84.6, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC10 <= -0.3955503
PC27 <= 0.7037137
PC36 <= 0.8098297
-> class 2\|1 [0.988]
Rule 21/164: (66.6, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC11 > -0.9337804
PC20 <= 0.04253341
PC56 > 0.5283641
-> class 2\|1 [0.985]
Rule 21/165: (147.9/1.6, lift 9.3)
PC1 <= -0.3062993
PC8 > 1.299587
PC11 <= -0.9337804
PC20 <= 0.04253341
PC96 > -0.3563694
-> class 2\|1 [0.983]
Rule 21/166: (57.1, lift 9.3)
PC8 > 1.299587
PC12 <= -1.842187
PC20 <= 0.04253341
PC56 <= 0.5283641
PC59 <= 0.1929408
-> class 2\|1 [0.983]
Rule 21/167: (53.2, lift 9.3)
PC1 <= -0.3062993
PC8 > 1.299587
PC8 <= 2.283626
PC19 <= -0.8615856
PC20 > 0.04253341
PC23 <= 1.600178
PC65 <= 0.7444
PC78 <= 0.6323594
-> class 2\|1 [0.982]
Rule 21/168: (46.7/0.2, lift 9.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC19 > -1.99447
PC22 > 1.042576
PC56 <= 0.5283641
PC64 <= -0.4094953
-> class 2\|1 [0.975]
Rule 21/169: (257.4/6.1, lift 9.2)
PC1 <= -0.3062993
PC8 > 2.283626
PC20 > 0.04253341
PC23 <= 1.600178
PC65 <= 0.7444
-> class 2\|1 [0.973]
Rule 21/170: (71.8/1.5, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC20 <= 0.04253341
PC28 > 0.1391531
-> class 2\|1 [0.966]
Rule 21/171: (45.5/0.6, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC27 <= 0.7037137
PC70 <= -0.9037994
-> class 2\|1 [0.966]
Rule 21/172: (119.6/3.4, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC7 <= 1.312987
PC8 > -0.2730613
PC8 <= 1.299587
PC9 > -3.592107
PC34 > 0.6957582
PC36 <= 0.8098297
PC90 > -0.6859746
-> class 2\|1 [0.964]
Rule 21/173: (245.6/8.7, lift 9.1)
PC1 <= -0.3062993
PC7 <= 1.389189
PC8 > 1.299587
PC10 > -0.494993
PC19 > -1.99447
PC20 <= 0.04253341
PC34 > -0.2506155
PC40 <= 0.5651907
PC41 > -1.077655
PC55 > -0.9730017
PC64 > -0.4094953
PC71 <= 0.2476833
PC78 <= 0.6704425
PC91 > -0.1405847
PC96 > -0.3563694
-> class 2\|1 [0.961]
Rule 21/174: (24, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC12 > 5.58542
-> class 2\|1 [0.961]
Rule 21/175: (19.2, lift 9.0)
PC1 <= -0.3062993
PC8 > 0.795783
PC8 <= 1.299587
PC64 <= -0.3613524
PC67 > 0.3243189
-> class 2\|1 [0.953]
Rule 21/176: (17.7, lift 9.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC12 > -1.961471
PC69 <= 0.236178
PC98 <= -1.240595
-> class 2\|1 [0.949]
Rule 21/177: (17, lift 9.0)
PC1 <= -0.3062993
PC8 > 1.299587
PC13 <= -0.651934
-> class 2\|1 [0.947]
Rule 21/178: (296.2/15.5, lift 8.9)
PC1 <= -0.3062993
PC7 <= 1.802531
PC8 > 1.299587
PC16 > -0.3404065
PC20 <= 0.04253341
PC46 > -1.47636
PC59 > 0.1929408
-> class 2\|1 [0.945]
Rule 21/179: (42/1.5, lift 8.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= -1.661317
PC57 <= -0.1826679
-> class 2\|1 [0.943]
Rule 21/180: (52.7/2.3, lift 8.9)
PC1 <= -0.3062993
PC8 > 1.299587
PC14 <= -0.376294
PC20 > 0.04253341
PC37 <= 0.01077121
PC78 <= 0.6323594
-> class 2\|1 [0.939]
Rule 21/181: (35.8/1.4, lift 8.9)
PC1 > -0.3062993
PC1 <= 7.579506
PC3 <= -0.01609154
PC6 > -3.213379
PC8 > 0.05853367
PC12 <= 0.4071968
-> class 2\|1 [0.936]
Rule 21/182: (110.6/7.1, lift 8.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC20 <= 0.04253341
PC40 <= -0.9684188
-> class 2\|1 [0.928]
Rule 21/183: (99.5/6.8, lift 8.7)
PC1 <= -0.3062993
PC2 > -1.025067
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC27 <= 0.7037137
PC36 <= 0.8098297
PC47 > -0.6827961
-> class 2\|1 [0.923]
Rule 21/184: (159.5/11.7, lift 8.7)
PC2 <= -1.025067
PC8 > 0.795783
PC8 <= 1.299587
PC20 <= 0.3845912
PC47 > -0.6827961
PC67 <= 0.3243189
PC93 <= 0.5607688
-> class 2\|1 [0.921]
Rule 21/185: (50.8/3.4, lift 8.7)
PC1 > -0.3062993
PC1 <= 15.92312
PC2 <= 2.5099
PC6 <= -3.213379
PC8 > -3.591267
PC16 > -1.963041
PC44 > 0.6049024
PC65 <= 0.9277187
-> class 2\|1 [0.918]
Rule 21/186: (59.2/4.1, lift 8.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC12 > -1.961471
PC27 <= 0.7037137
PC32 > -0.007362735
PC36 <= 0.8098297
PC44 <= 0.7682887
PC55 > -0.5508416
PC65 <= 0.1431216
PC69 <= 0.236178
-> class 2\|1 [0.916]
Rule 21/187: (48.4/3.3, lift 8.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.2730613
PC28 <= -0.1979612
-> class 2\|1 [0.916]
Rule 21/188: (9.8, lift 8.7)
PC1 > -0.3062993
PC1 <= -0.2008138
PC2 <= 2.5099
PC8 > -3.591267
PC33 > -0.2214909
PC93 > 0.1502458
-> class 2\|1 [0.915]
Rule 21/189: (24.8/1.4, lift 8.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC47 > -0.6827961
PC70 > -0.9037994
PC100 <= -1.119373
-> class 2\|1 [0.910]
Rule 21/190: (74.4/6.3, lift 8.6)
PC1 <= -0.3062993
PC8 > 1.299587
PC27 <= -0.6749307
PC96 > -0.3563694
-> class 2\|1 [0.905]
Rule 21/191: (9.4/0.1, lift 8.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 0.795783
PC12 > -1.961471
PC44 <= 0.7682887
PC46 <= -0.1735967
PC59 > -0.449262
PC69 <= 0.236178
-> class 2\|1 [0.903]
Rule 21/192: (70.5/6.1, lift 8.5)
PC1 <= -0.3062993
PC8 > 0.795783
PC8 <= 1.299587
PC39 <= -0.2206212
PC47 > -0.6827961
-> class 2\|1 [0.901]
Rule 21/193: (30.5/2.6, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 0.795783
PC44 <= 0.7682887
PC47 > -0.6827961
PC55 <= -0.5508416
PC69 <= 0.236178
PC94 > -0.8747469
PC100 > -1.119373
-> class 2\|1 [0.889]
Rule 21/194: (58.6/8.9, lift 7.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC34 <= 0.6957582
PC70 > -0.9037994
PC94 <= -0.8747469
-> class 2\|1 [0.836]
Rule 21/195: (45/7.4, lift 7.8)
PC1 <= -0.3062993
PC8 > 1.299587
PC59 <= 0.1929408
PC83 <= -0.7618434
-> class 2\|1 [0.822]
Rule 21/196: (69.5/0.4, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 1.299587
PC10 > -0.3955503
PC47 > -0.6827961
PC67 <= 0.3243189
PC70 > -0.9037994
PC93 > 0.5607688
PC100 > -1.119373
-> class 2\|2 [0.980]
Rule 21/197: (49.8, lift 10.7)
PC1 <= -0.3062993
PC4 <= 0.2604021
PC8 > -2.62821
PC8 <= -1.669731
PC27 > -0.7057388
PC27 <= 0.4629046
PC62 > -1.051692
PC64 > 0.1369124
PC91 > 0.06532938
-> class 2\|2 [0.980]
Rule 21/198: (46.3, lift 10.6)
PC8 > -2.62821
PC8 <= -0.2730613
PC9 > 4.282831
PC32 <= 1.577389
PC62 <= -1.051692
-> class 2\|2 [0.979]
Rule 21/199: (32.2, lift 10.6)
PC1 > -0.3062993
PC1 <= 7.579506
PC3 <= -0.01609154
PC8 > -3.591267
PC8 <= 0.05853367
PC41 > 0.4290316
PC43 <= 0.5236366
PC77 > -1.739203
-> class 2\|2 [0.971]
Rule 21/200: (32.8, lift 10.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.2730613
PC14 > -0.1945816
PC29 > 0.2788967
PC62 > -1.051692
-> class 2\|2 [0.971]
Rule 21/201: (21.9, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.795783
PC8 <= 1.299587
PC20 > 0.3845912
-> class 2\|2 [0.958]
Rule 21/202: (358.8/36.6, lift 9.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.661317
PC8 > -2.62821
PC8 <= -0.2730613
PC12 <= 5.58542
PC28 > -0.1979612
PC32 <= 1.962504
PC33 <= 0.5074444
PC57 <= -0.1826679
PC76 <= 0.6005656
-> class 2\|2 [0.896]
Rule 21/203: (12206.5/10373.2, lift 1.6)
PC2 <= 2.5099
-> class 2\|2 [0.150]
Rule 21/204: (138.5, lift 8.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.2730613
PC9 <= 4.282831
PC10 > -0.2203483
PC14 > -1.794629
PC22 <= 1.28584
PC27 > -0.7057388
PC57 > -0.1826679
PC62 <= -1.060122
-> class 2\|3 [0.993]
Rule 21/205: (107.3, lift 8.6)
PC1 <= -0.3062993
PC8 <= -2.62821
PC25 > 0.2982335
PC47 <= -0.007249928
PC57 <= 0.3997369
PC85 > -0.01013124
-> class 2\|3 [0.991]
Rule 21/206: (241.7/1.5, lift 8.6)
PC1 <= -0.3062993
PC8 <= -2.62821
PC19 > -2.544035
PC34 > -0.06183277
PC38 <= 0.1580302
PC48 > -0.4803959
PC85 <= -0.01013124
PC96 <= 1.319006
-> class 2\|3 [0.990]
Rule 21/207: (99.4, lift 8.6)
PC1 <= -0.3062993
PC8 <= -2.62821
PC38 <= 0.1580302
PC43 <= -0.3303688
PC61 <= 0.781295
PC63 > -6.178812
PC85 > -0.01013124
-> class 2\|3 [0.990]
Rule 21/208: (94.9, lift 8.6)
PC1 <= -0.3062993
PC6 <= 0.6452066
PC8 <= -2.62821
PC16 <= 0.1971275
PC53 <= -0.6950343
PC72 > -0.4841204
-> class 2\|3 [0.990]
Rule 21/209: (91.8, lift 8.6)
PC1 <= -0.3062993
PC8 <= -2.62821
PC29 <= -0.09199475
PC38 > 0.1580302
-> class 2\|3 [0.989]
Rule 21/210: (373.5/3.2, lift 8.6)
PC1 <= -0.3062993
PC8 <= -2.62821
PC19 > -2.544035
PC38 <= 0.1580302
PC48 > -0.4803959
PC85 <= -0.01013124
PC98 <= 0.4626823
-> class 2\|3 [0.989]
Rule 21/211: (91.9, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.62821
PC16 <= 0.1971275
PC38 <= 0.1580302
PC53 > -0.6950343
PC58 <= 0.7996474
PC76 <= -0.5390846
PC83 <= 0.4489928
-> class 2\|3 [0.989]
Rule 21/212: (75.5, lift 8.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.2730613
PC12 <= 5.58542
PC27 > 0.4629046
PC32 <= 1.577389
PC51 <= 0.6281468
PC57 > -0.1826679
-> class 2\|3 [0.987]
Rule 21/213: (73.6, lift 8.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 > 0.2604021
PC8 <= -0.2730613
PC32 <= 1.577389
PC57 > -0.1826679
-> class 2\|3 [0.987]
Rule 21/214: (65.5, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC16 <= -1.216922
PC39 <= 0.1345828
PC85 > -0.01013124
-> class 2\|3 [0.985]
Rule 21/215: (94.4/0.5, lift 8.5)
PC1 <= -0.3062993
PC8 <= -2.62821
PC63 > -6.178812
PC72 <= -0.4841204
PC85 > -0.01013124
-> class 2\|3 [0.984]
Rule 21/216: (183.9/2.4, lift 8.5)
PC1 > -2.008313
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.669731
PC8 <= -0.2730613
PC12 > -3.394197
PC40 > -0.638712
PC48 <= 0.6312336
PC51 <= 0.4586929
PC57 > -0.1826679
PC63 <= 0.1533961
PC88 <= 0.4078948
-> class 2\|3 [0.982]
Rule 21/217: (205.2/3.4, lift 8.5)
PC1 <= -0.3062993
PC8 > -2.62821
PC8 <= -1.669731
PC9 <= 9.865419
PC19 > -3.613276
PC23 <= 2.21363
PC29 <= 0.2788967
PC32 <= 1.577389
PC40 > -0.638712
PC51 <= 0.6281468
PC57 > -0.1826679
PC62 > -1.051692
PC64 <= 0.1369124
PC79 <= 0.5783401
-> class 2\|3 [0.979]
Rule 21/218: (117.3/1.7, lift 8.5)
PC1 <= -0.3062993
PC8 <= -2.62821
PC49 > -0.1580437
PC85 > -0.01013124
PC86 <= -0.3120454
-> class 2\|3 [0.978]
Rule 21/219: (199.4/4.2, lift 8.5)
PC1 > -2.895773
PC1 <= -0.3062993
PC8 > -2.62821
PC8 <= -1.669731
PC9 <= 9.865419
PC23 <= 2.21363
PC32 <= 1.577389
PC40 > -0.638712
PC46 <= 0.8187779
PC57 > -0.1826679
PC62 > -1.051692
PC66 <= 0.8036679
PC79 <= 0.5783401
PC91 <= 0.06532938
-> class 2\|3 [0.974]
Rule 21/220: (33.4, lift 8.4)
PC1 <= -0.3062993
PC8 <= -2.62821
PC38 <= 0.1580302
PC39 > 0.1345828
PC43 > -0.3303688
PC85 > -0.01013124
-> class 2\|3 [0.971]
Rule 21/221: (31.2, lift 8.4)
PC1 > -0.3062993
PC8 <= -3.591267
PC14 > 1.512467
PC14 <= 2.572972
PC84 > -0.7837034
-> class 2\|3 [0.970]
Rule 21/222: (81.8/1.5, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC25 <= 0.2982335
PC43 > -0.3303688
PC45 <= -0.03346034
PC56 <= -0.5297951
PC83 <= 0.4489928
PC86 > -0.3120454
-> class 2\|3 [0.970]
Rule 21/223: (102.4/2.2, lift 8.4)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -3.591267
PC31 <= -0.05837341
-> class 2\|3 [0.969]
Rule 21/224: (25, lift 8.4)
PC1 <= -0.3062993
PC8 <= -2.62821
PC11 > -2.880181
PC38 > 0.1580302
PC57 > 0.5152023
-> class 2\|3 [0.963]
Rule 21/225: (102.7/3, lift 8.3)
PC1 <= -0.3062993
PC8 <= -2.62821
PC38 > 0.1580302
PC49 > -0.2072445
-> class 2\|3 [0.962]
Rule 21/226: (23.5, lift 8.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC32 <= 1.962504
PC33 <= 0.5074444
PC57 <= -0.1826679
PC76 > 0.6005656
-> class 2\|3 [0.961]
Rule 21/227: (242.5/8.9, lift 8.3)
PC1 <= -0.3062993
PC8 > -2.62821
PC8 <= -0.2730613
PC12 > -3.394197
PC23 <= 2.21363
PC28 <= 0.04813993
PC32 <= 1.577389
PC40 > -0.638712
PC48 <= 0.6312336
PC51 <= 0.4586929
PC53 <= -0.4276603
PC57 > -0.1826679
PC62 > -1.051692
PC63 <= 0.1533961
PC88 <= 0.4078948
-> class 2\|3 [0.960]
Rule 21/228: (21.9, lift 8.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC68 > 5.249786
-> class 2\|3 [0.958]
Rule 21/229: (52.3/1.4, lift 8.3)
PC1 <= -0.3062993
PC6 > 0.6452066
PC8 <= -2.62821
PC43 > -0.3303688
PC83 <= 0.4489928
-> class 2\|3 [0.956]
Rule 21/230: (19.3/0.4, lift 8.1)
PC1 <= -0.3062993
PC8 <= -2.62821
PC10 <= -0.03961701
PC38 > 0.1580302
-> class 2\|3 [0.936]
Rule 21/231: (163.2/10, lift 8.1)
PC2 <= 2.5099
PC8 <= -2.62821
PC39 <= 0.1345828
PC43 <= -0.1251087
PC63 > -6.178812
PC83 <= 0.4489928
PC85 > -0.01013124
PC86 > -0.3120454
-> class 2\|3 [0.933]
Rule 21/232: (12.3, lift 8.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.299587
PC24 > 1.28976
-> class 2\|3 [0.930]
Rule 21/233: (112.5/7.9, lift 8.0)
PC7 > -1.544343
PC8 <= -2.62821
PC19 > -2.544035
PC48 <= -0.4803959
PC55 <= 3.357674
PC85 <= -0.01013124
PC96 <= 1.319006
-> class 2\|3 [0.922]
Rule 21/234: (8.3, lift 7.8)
PC1 <= -0.3062993
PC8 > -0.2730613
PC8 <= 1.299587
PC9 <= -3.592107
PC34 > 0.6957582
-> class 2\|3 [0.903]
Rule 21/235: (160.3/16.1, lift 7.8)
PC1 <= -0.3062993
PC8 <= -2.62821
PC16 > 0.1971275
PC43 > -0.3303688
PC58 <= 0.7996474
-> class 2\|3 [0.895]
Rule 21/236: (25.2/2.1, lift 7.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -2.183478
PC40 <= -0.638712
PC57 > -0.1826679
-> class 2\|3 [0.886]
Rule 21/237: (254.7/32.9, lift 7.5)
PC2 <= 2.5099
PC4 <= 0.2604021
PC8 > -2.62821
PC8 <= -0.2730613
PC19 > -3.613276
PC23 > -0.7927167
PC23 <= 2.21363
PC28 <= 0.04813993
PC29 <= 0.2788967
PC32 <= 1.577389
PC40 > -0.638712
PC48 <= 0.6312336
PC51 <= 0.4586929
PC54 <= 1.295496
PC57 > -0.1826679
PC62 > -1.051692
PC63 <= 0.1533961
PC79 <= 0.5783401
PC88 <= 0.4078948
PC89 > -0.1322485
-> class 2\|3 [0.868]
Rule 21/238: (87.7/11, lift 7.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 1.299587
PC10 > -0.3955503
PC34 <= 0.6957582
PC36 <= 0.8098297
PC44 <= 1.048562
PC47 <= -0.6827961
PC93 > -0.03100601
-> class 2\|3 [0.866]
Rule 21/239: (55.2/8.1, lift 7.3)
PC1 > -0.2008138
PC1 <= 7.579506
PC3 <= -0.01609154
PC5 > -4.574959
PC8 > -3.591267
PC8 <= 0.05853367
PC41 <= 0.4290316
PC43 <= 0.5236366
-> class 2\|3 [0.840]
Rule 21/240: (15.6/3.5, lift 6.4)
PC2 <= 2.5099
PC8 <= -0.2730613
PC29 <= -0.2525983
PC32 <= 1.577389
PC40 > -0.638712
PC51 <= 0.6281468
PC57 > -0.1826679
-> class 2\|3 [0.742]
Rule 21/241: (38.8/11.4, lift 6.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.661317
PC8 <= -0.2730613
PC33 > 0.5074444
PC57 <= -0.1826679
-> class 2\|3 [0.696]
Rule 21/242: (26.2/10.9, lift 5.0)
PC1 <= -0.3062993
PC2 <= -1.025067
PC8 > -0.2730613
PC8 <= 0.795783
PC34 <= 0.6957582
PC70 > -0.9037994
PC78 <= -0.451215
PC94 > -0.8747469
-> class 2\|3 [0.579]
Rule 21/243: (154, lift 21.1)
PC8 <= -2.62821
PC16 <= 0.1971275
PC39 <= 0.1345828
PC43 > -0.3303688
PC83 > 0.4489928
PC86 > -0.3120454
-> class 2\|4 [0.994]
Rule 21/244: (132.2/4.2, lift 20.4)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -3.591267
PC14 <= 1.512467
PC31 > -0.05837341
-> class 2\|4 [0.961]
Rule 21/245: (111.2/5, lift 20.1)
PC1 > -0.3062993
PC1 <= 7.579506
PC2 <= 2.5099
PC3 <= -0.01609154
PC6 > -3.213379
PC8 <= 0.05853367
PC16 > -1.963041
PC43 > 0.5236366
-> class 2\|4 [0.947]
Rule 21/246: (31.8/0.8, lift 20.1)
PC8 <= -2.62821
PC38 <= 0.1580302
PC55 > 3.357674
-> class 2\|4 [0.947]
Rule 21/247: (103.8/5.2, lift 20.0)
PC2 <= 2.5099
PC8 <= -2.62821
PC16 <= 0.1971275
PC25 <= 0.2982335
PC38 <= 0.1580302
PC43 > -0.1251087
PC45 <= -0.03346034
PC56 > -0.5297951
PC58 <= 0.7996474
PC76 > -0.5390846
PC85 > -0.01013124
PC86 > -0.3120454
-> class 2\|4 [0.941]
Rule 21/248: (243.3/18.3, lift 19.5)
PC2 <= 2.5099
PC6 <= 0.6452066
PC8 <= -2.62821
PC16 > -1.216922
PC16 <= 0.1971275
PC25 <= 0.2982335
PC39 <= 0.1345828
PC43 > -0.1251087
PC45 > -0.03346034
PC53 > -0.6950343
PC72 > -0.4841204
PC76 > -0.5390846
PC85 > -0.01013124
PC86 > -0.3120454
-> class 2\|4 [0.921]
Rule 21/249: (10.5, lift 19.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.2730613
PC22 > 1.28584
PC27 > -0.7057388
PC57 > -0.1826679
PC62 <= -1.051692
-> class 2\|4 [0.920]
Rule 21/250: (92.3/7.9, lift 19.2)
PC1 <= -0.3062993
PC7 <= -1.544343
PC8 <= -2.62821
PC38 <= 0.1580302
PC48 <= -0.4803959
-> class 2\|4 [0.906]
Rule 21/251: (119.9/11.1, lift 19.1)
PC1 <= -0.3062993
PC8 <= -2.62821
PC19 <= -2.544035
PC38 <= 0.1580302
PC85 <= -0.01013124
-> class 2\|4 [0.900]
Rule 21/252: (6.9, lift 18.8)
PC2 <= 2.5099
PC8 <= -0.2730613
PC10 > -0.2203483
PC62 > -1.060122
PC62 <= -1.051692
-> class 2\|4 [0.888]
Rule 21/253: (21.3/1.8, lift 18.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC12 <= 5.58542
PC28 > -0.1979612
PC32 > 1.962504
PC57 <= -0.1826679
-> class 2\|4 [0.879]
Rule 21/254: (6, lift 18.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC25 > 0.2982335
PC43 > -0.3303688
PC47 > -0.007249928
PC72 > -0.4841204
PC85 > -0.01013124
-> class 2\|4 [0.874]
Rule 21/255: (189.1/28, lift 18.0)
PC8 <= -2.62821
PC16 <= 0.1971275
PC39 <= 0.1345828
PC43 > -0.3303688
PC57 > 0.3997369
PC85 > -0.01013124
PC86 > -0.3120454
-> class 2\|4 [0.848]
Rule 21/256: (20/4.8, lift 15.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC10 <= -0.2203483
PC14 > -1.794629
PC62 <= -1.051692
-> class 2\|4 [0.737]
Rule 21/257: (35.5/9.2, lift 15.4)
PC8 <= -2.62821
PC11 <= -2.880181
PC49 <= -0.2072445
-> class 2\|4 [0.727]
Rule 21/258: (14.6/4.5, lift 14.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 > -0.5545787
PC27 <= -0.7057388
PC57 > -0.1826679
-> class 2\|4 [0.667]
Rule 21/259: (188.6/67, lift 13.6)
PC1 <= -0.3062993
PC8 <= -0.2730613
PC19 <= -3.613276
-> class 2\|4 [0.643]
Default class: 2\|3
----- Trial 22: -----
Rules:
Rule 22/1: (124, lift 15.4)
PC2 > 2.606483
PC13 <= 8.316996
PC18 > 2.129967
PC22 > -0.3725237
PC28 <= 2.985367
PC53 <= 0.7363554
PC83 <= -1.334977
PC91 <= 2.682686
-> class 0\|0 [0.992]
Rule 22/2: (122.2, lift 15.4)
PC13 <= 0.6310504
PC18 > 2.129967
PC20 > -4.939653
PC28 <= 2.985367
PC37 <= 1.758989
PC47 > -0.5788179
PC55 > -0.4851243
PC82 <= -0.4669948
PC91 <= 2.682686
-> class 0\|0 [0.992]
Rule 22/3: (121.6, lift 15.4)
PC13 <= 0.6310504
PC18 > 2.953889
PC20 > -4.939653
PC37 <= 1.758989
PC89 <= 0.3850325
PC91 <= 2.682686
PC98 <= -0.4970001
-> class 0\|0 [0.992]
Rule 22/4: (116.4/0.1, lift 15.4)
PC13 <= 0.6310504
PC18 > 2.953889
PC22 > -0.3725237
PC32 > -1.372486
PC43 <= -1.26521
PC55 > -0.4851243
-> class 0\|0 [0.990]
Rule 22/5: (69.2/0.4, lift 15.3)
PC2 > 2.606483
PC18 > 2.129967
PC22 > -0.3725237
PC28 <= 2.985367
PC37 <= 1.758989
PC86 <= -1.263183
-> class 0\|0 [0.981]
Rule 22/6: (168.9/3.2, lift 15.2)
PC2 > 2.606483
PC13 <= 8.316996
PC18 > 2.129967
PC22 > -0.3725237
PC28 <= 2.985367
PC37 <= 1.758989
PC47 <= -0.5788179
-> class 0\|0 [0.975]
Rule 22/7: (225.1/4.8, lift 15.2)
PC13 > -2.766053
PC13 <= 0.6310504
PC14 > -0.4796647
PC14 <= 1.991589
PC18 > 2.953889
PC21 > -1.022044
PC22 > -0.3725237
PC34 <= 1.686112
PC42 <= 1.557549
PC53 <= 1.427933
PC55 > -0.4851243
PC55 <= 0.3783886
PC61 <= 0.1062512
PC70 <= 0.1372329
PC73 <= 0.7263253
PC89 <= 0.3850325
-> class 0\|0 [0.974]
Rule 22/8: (137.8/3, lift 15.1)
PC2 > 2.606483
PC3 <= 1.640775
PC15 > -0.3468112
PC18 > -0.8495221
PC18 <= 2.129967
PC20 <= 2.399302
PC22 > -0.3725237
PC32 > -1.372486
PC64 > 0.8433579
PC76 <= 0.4646978
PC77 > -0.2566138
PC80 <= 0.3041407
PC89 > -0.2796495
PC92 <= 0.8182952
-> class 0\|0 [0.971]
Rule 22/9: (202.9/6.6, lift 15.0)
PC1 > -0.5136668
PC13 <= 0.6310504
PC18 > 2.129967
PC55 > -0.4851243
PC85 <= 0.8678042
-> class 0\|0 [0.963]
Rule 22/10: (21.8/0.1, lift 14.8)
PC14 <= 0.2774475
PC18 > 3.171913
PC20 > -4.939653
PC22 <= -0.3725237
-> class 0\|0 [0.953]
Rule 22/11: (18.3, lift 14.8)
PC1 <= -0.5136668
PC6 > 0.07366921
PC18 > 2.129967
PC18 <= 2.953889
PC55 > -0.4851243
-> class 0\|0 [0.951]
Rule 22/12: (46.2/2.9, lift 14.3)
PC2 > 2.606483
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.8495221
PC18 <= 2.129967
-> class 0\|0 [0.919]
Rule 22/13: (103.1/7.5, lift 14.3)
PC6 <= 0.07366921
PC13 <= 0.6310504
PC18 > 2.129967
PC22 > -0.3725237
PC28 <= 2.985367
PC29 > 1.49068
PC55 > -0.4851243
PC91 <= 2.682686
-> class 0\|0 [0.919]
Rule 22/14: (7.7, lift 14.0)
PC2 > 2.606483
PC13 <= 8.316996
PC14 > 1.765
PC18 <= 2.129967
PC22 > -0.3725237
PC92 <= 0.8182952
-> class 0\|0 [0.897]
Rule 22/15: (8, lift 13.9)
PC18 > 2.129967
PC18 <= 2.953889
PC22 > -0.3725237
PC23 <= -1.279282
PC55 > -0.4851243
-> class 0\|0 [0.894]
Rule 22/16: (4.4, lift 13.1)
PC10 <= -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC56 <= -0.9539973
-> class 0\|0 [0.842]
Rule 22/17: (43.4/9.4, lift 12.0)
PC2 > 2.606483
PC18 > -0.8495221
PC18 <= 2.129967
PC22 > -0.3725237
PC30 > -3.405442
PC32 > -1.372486
PC39 > -1.565215
PC86 <= 4.013646
PC90 <= -1.764218
-> class 0\|0 [0.770]
Rule 22/18: (19.5/4.9, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC15 > -0.3468112
PC18 <= 2.129967
PC22 > -0.3725237
PC23 <= -0.9738311
PC92 <= 0.8182952
PC96 <= 1.186227
-> class 0\|0 [0.725]
Rule 22/19: (511.2/147.1, lift 11.1)
PC6 > -0.329941
PC18 > 3.171913
PC82 > -0.8006034
-> class 0\|0 [0.711]
Rule 22/20: (85.4, lift 12.6)
PC2 > 2.606483
PC18 > 2.129967
PC28 <= 2.985367
PC55 <= -0.4851243
PC83 > -1.334977
-> class 0\|1 [0.989]
Rule 22/21: (105.7/1.2, lift 12.5)
PC13 <= 8.316996
PC18 > 2.129967
PC26 > -0.07246788
PC43 > -1.26521
PC47 > -0.5788179
PC82 > -0.4669948
PC85 <= 0.8678042
PC89 > 0.3850325
-> class 0\|1 [0.980]
Rule 22/22: (27.9, lift 12.3)
PC18 > 2.129967
PC32 > -1.372486
PC47 > -0.5788179
PC82 > -0.4669948
PC83 > -1.334977
PC85 > 0.8678042
-> class 0\|1 [0.967]
Rule 22/23: (25.1, lift 12.2)
PC13 <= 0.6310504
PC18 > 2.953889
PC22 > -0.3725237
PC43 > -1.26521
PC55 > 0.3783886
PC83 > -1.334977
PC98 > -0.4970001
-> class 0\|1 [0.963]
Rule 22/24: (20.8, lift 12.2)
PC1 <= -0.5136668
PC18 > 2.129967
PC43 > -1.26521
PC47 > -0.5788179
PC55 <= 0.3783886
PC61 > 0.1062512
PC73 <= 0.7263253
PC82 > -0.4669948
PC83 > -1.334977
PC98 > -0.4970001
-> class 0\|1 [0.956]
Rule 22/25: (16.5, lift 12.0)
PC8 > -0.1032193
PC13 > 8.316996
PC22 > -0.3725237
-> class 0\|1 [0.946]
Rule 22/26: (57.9/2.6, lift 11.9)
PC1 <= -0.5136668
PC18 > 2.129967
PC22 > -0.3725237
PC30 > -3.405442
PC32 > -1.372486
PC42 > 1.557549
PC82 > -0.4669948
PC86 > -1.263183
-> class 0\|1 [0.940]
Rule 22/27: (13.1, lift 11.9)
PC3 <= 1.640775
PC7 <= -0.7110269
PC18 <= -0.8495221
PC49 <= 1.36366
PC78 <= 2.983765
PC94 > 1.003931
-> class 0\|1 [0.934]
Rule 22/28: (76.8/6.5, lift 11.5)
PC1 <= -0.5136668
PC18 > 2.953889
PC73 > 0.7263253
PC82 > -0.4669948
PC83 > -1.334977
PC86 > -1.263183
PC89 <= 0.3850325
PC98 > -0.4970001
-> class 0\|1 [0.905]
Rule 22/29: (24.6/2.3, lift 11.2)
PC13 <= 0.6310504
PC14 > 1.991589
PC18 > 2.953889
PC98 > -0.4970001
-> class 0\|1 [0.877]
Rule 22/30: (43.4/7.6, lift 10.3)
PC3 <= 1.640775
PC8 > -0.2121797
PC18 <= -0.8495221
PC56 <= 1.035474
PC78 > 2.983765
-> class 0\|1 [0.811]
Rule 22/31: (13.5/4.2, lift 8.4)
PC2 > 2.606483
PC3 <= 1.640775
PC7 <= -0.7110269
PC18 > -1.002164
PC18 <= -0.8495221
PC22 <= 1.63577
-> class 0\|1 [0.664]
Rule 22/32: (33/11.1, lift 8.3)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.8495221
PC38 > 0.834276
PC49 <= 1.36366
PC78 <= 2.983765
-> class 0\|1 [0.655]
Rule 22/33: (34.2/19.4, lift 5.6)
PC2 > 2.606483
PC3 <= 1.640775
PC6 <= -1.630364
PC18 <= -0.8495221
-> class 0\|1 [0.437]
Rule 22/34: (3639.5/2168.4, lift 5.1)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -0.8495221
-> class 0\|1 [0.404]
Rule 22/35: (47.8, lift 10.5)
PC2 > 2.606483
PC15 > -0.3468112
PC18 > -0.8495221
PC18 <= 2.129967
PC34 <= -0.2082073
PC39 > -1.565215
PC40 > -2.448469
PC47 <= 4.410915
PC92 > 0.8182952
-> class 0\|2 [0.980]
Rule 22/36: (83.9/0.8, lift 10.5)
PC2 > 2.606483
PC3 <= 1.640775
PC11 > 0.03338785
PC20 <= 3.447608
PC22 > -0.3725237
PC32 <= -1.372486
PC40 > -3.425949
PC86 <= 4.013646
-> class 0\|2 [0.979]
Rule 22/37: (73.5/1, lift 10.4)
PC8 <= -0.1032193
PC13 > 8.316996
PC18 > -0.8495221
PC22 > -0.3725237
PC47 <= 0.6174723
-> class 0\|2 [0.973]
Rule 22/38: (69.3/1.2, lift 10.3)
PC2 > 2.606483
PC3 <= 1.640775
PC7 > -0.7110269
PC15 > -0.758292
PC18 > -1.136285
PC18 <= -0.8495221
PC24 <= 2.21512
PC38 <= 0.834276
PC47 <= 2.266803
-> class 0\|2 [0.969]
Rule 22/39: (160/4, lift 10.3)
PC1 <= -0.6963497
PC2 > 2.606483
PC10 > -2.314371
PC11 <= 0.2353598
PC18 > -0.8495221
PC18 <= 3.171913
PC20 > -4.939653
PC20 <= 2.108413
PC22 <= -0.3725237
PC30 > -3.405442
PC43 > -1.648247
PC47 <= 4.410915
PC67 > -0.5053855
-> class 0\|2 [0.969]
Rule 22/40: (61.6/1, lift 10.3)
PC2 > 2.606483
PC3 <= 1.640775
PC18 <= -0.8495221
PC19 <= -0.08209673
PC30 <= 1.407807
PC31 <= 0.1948286
PC47 > -0.5000687
PC49 <= 1.36366
PC74 <= 0.9222443
PC96 > -0.7079461
PC100 > -0.4623103
PC100 <= 0.7558978
-> class 0\|2 [0.968]
Rule 22/41: (25.8, lift 10.3)
PC3 <= 1.640775
PC7 > -0.7110269
PC14 > -0.9299337
PC18 <= -0.8495221
PC39 > -0.8554561
PC48 > -0.4781063
PC57 > 1.412483
PC60 > -0.6401682
PC75 > -0.2615614
-> class 0\|2 [0.964]
Rule 22/42: (31.8/0.3, lift 10.3)
PC10 <= -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC48 > -0.0926922
PC60 > -0.4183349
-> class 0\|2 [0.961]
Rule 22/43: (49.4/1.1, lift 10.2)
PC1 > -0.6963497
PC2 > 2.606483
PC3 <= 1.640775
PC4 <= 3.071527
PC10 > -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC43 > -1.648247
PC47 <= 0.284284
PC86 <= 1.84714
PC92 > 0.05977903
-> class 0\|2 [0.959]
Rule 22/44: (23.5, lift 10.2)
PC2 > 2.606483
PC3 <= 1.640775
PC18 <= 2.129967
PC22 > -0.3725237
PC40 <= -2.448469
PC96 <= 1.186227
-> class 0\|2 [0.959]
Rule 22/45: (133.8/5.2, lift 10.2)
PC2 > 2.606483
PC6 > -1.630364
PC7 <= -0.7110269
PC18 <= -1.002164
PC22 <= 1.63577
PC52 > -2.400396
PC59 > -1.118317
PC78 <= 2.983765
PC87 > -1.677675
PC94 <= 1.003931
-> class 0\|2 [0.954]
Rule 22/46: (19.1, lift 10.1)
PC2 > 2.606483
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > -0.8495221
PC18 <= 2.129967
PC22 > -0.3725237
PC39 <= -1.565215
PC47 <= 4.410915
-> class 0\|2 [0.950]
Rule 22/47: (27.9/0.5, lift 10.1)
PC2 > 2.606483
PC6 <= -0.329941
PC14 > 0.2774475
PC18 > -0.8495221
PC20 > -4.939653
PC22 <= -0.3725237
PC39 <= -1.981903
-> class 0\|2 [0.949]
Rule 22/48: (15.5/0.1, lift 10.0)
PC7 > -0.1430541
PC19 <= -0.3036996
PC20 <= -4.939653
-> class 0\|2 [0.937]
Rule 22/49: (26.9/0.9, lift 10.0)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -0.8495221
PC18 <= 2.129967
PC22 > -0.3725237
PC32 > -1.372486
PC47 <= 4.410915
PC89 <= -0.9617721
PC92 <= 0.8182952
-> class 0\|2 [0.934]
Rule 22/50: (12, lift 9.9)
PC18 > 3.171913
PC22 <= -0.3725237
PC82 <= -0.8006034
-> class 0\|2 [0.929]
Rule 22/51: (49.1/3.2, lift 9.8)
PC10 <= -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC24 > 0.7876676
PC60 > -0.4183349
PC86 > -0.7187973
-> class 0\|2 [0.918]
Rule 22/52: (90.7/6.9, lift 9.8)
PC2 > 2.606483
PC3 <= 1.640775
PC15 <= -0.3468112
PC18 > -0.8495221
PC18 <= 2.129967
PC22 > -0.3725237
PC59 <= 0.3942294
PC73 > -2.252275
PC93 <= 0.6971903
-> class 0\|2 [0.915]
Rule 22/53: (75.2/6.1, lift 9.7)
PC4 > 3.071527
PC10 > -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC20 > -4.939653
PC22 <= -0.3725237
PC30 > -3.405442
PC47 <= 4.410915
PC86 <= 1.84714
-> class 0\|2 [0.908]
Rule 22/54: (8.9, lift 9.7)
PC6 <= -0.9888155
PC18 > 3.171913
PC20 > -4.939653
PC22 <= -0.3725237
PC47 <= 4.410915
-> class 0\|2 [0.908]
Rule 22/55: (13.3/0.4, lift 9.7)
PC2 > 2.606483
PC18 > -0.8495221
PC18 <= 2.129967
PC21 <= -0.6108133
PC22 > -0.3725237
PC92 > 0.8182952
-> class 0\|2 [0.906]
Rule 22/56: (44.9/3.6, lift 9.6)
PC10 <= -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC24 > 0.7876676
PC60 > -0.4183349
PC61 <= -0.2744043
-> class 0\|2 [0.903]
Rule 22/57: (12/0.4, lift 9.6)
PC2 > 2.606483
PC18 > -0.8495221
PC20 > -4.939653
PC22 <= -0.3725237
PC31 > 0.2742729
PC47 <= 4.410915
PC92 <= 0.05977903
-> class 0\|2 [0.903]
Rule 22/58: (32.3/2.5, lift 9.6)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -0.8495221
PC18 <= 2.129967
PC22 > -0.3725237
PC32 > -1.372486
PC39 > -1.565215
PC86 <= 4.013646
PC96 > 1.186227
-> class 0\|2 [0.899]
Rule 22/59: (60.6/6, lift 9.5)
PC2 > 2.606483
PC20 > -4.939653
PC22 > -0.3725237
PC28 > 2.985367
PC47 <= 4.410915
-> class 0\|2 [0.888]
Rule 22/60: (109.8/11.9, lift 9.4)
PC5 <= 2.765218
PC18 <= -1.136285
PC31 <= 0.1948286
PC37 <= -0.8872013
PC39 > -0.8554561
PC40 > -2.911253
PC46 <= 0.9641498
PC71 > -0.9827021
-> class 0\|2 [0.885]
Rule 22/61: (2624.2/1586.1, lift 4.2)
PC18 <= -1.136285
-> class 0\|2 [0.396]
Rule 22/62: (116.8, lift 11.6)
PC2 > 2.606483
PC7 > -0.7110269
PC18 <= -1.287155
PC28 <= 3.004325
PC31 > 0.1948286
PC34 <= -0.06514765
PC63 <= 1.327901
-> class 0\|3 [0.992]
Rule 22/63: (89.7, lift 11.5)
PC2 > 2.606483
PC3 <= 1.640775
PC5 <= 2.765218
PC18 <= -0.8495221
PC31 > -0.3617029
PC39 > -0.8554561
PC63 <= 1.327901
PC71 <= 0.8998235
PC74 > 0.9222443
PC78 <= 2.102474
-> class 0\|3 [0.989]
Rule 22/64: (79.6, lift 11.5)
PC1 > -0.6963497
PC2 > 2.606483
PC3 <= 1.640775
PC4 <= 3.071527
PC10 > -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC31 <= 0.2742729
PC92 <= 0.05977903
-> class 0\|3 [0.988]
Rule 22/65: (67.3, lift 11.5)
PC2 > 2.606483
PC3 <= 1.640775
PC5 <= 2.765218
PC18 <= -0.8495221
PC31 > -0.3617029
PC32 > -1.699559
PC71 <= -0.9827021
PC78 <= 2.983765
-> class 0\|3 [0.986]
Rule 22/66: (81.1/0.3, lift 11.5)
PC2 > 2.606483
PC18 <= -0.8495221
PC30 <= 2.87681
PC39 <= -1.666827
PC40 > -2.911253
PC78 <= 2.983765
-> class 0\|3 [0.985]
Rule 22/67: (61.3, lift 11.5)
PC5 <= 2.765218
PC7 > -0.7110269
PC14 <= -0.9299337
PC18 <= -1.136285
PC28 <= 3.004325
PC30 <= 2.87681
PC39 > -1.666827
-> class 0\|3 [0.984]
Rule 22/68: (56.8, lift 11.5)
PC2 > 2.606483
PC16 > -2.591194
PC18 > -0.8495221
PC19 > -0.3036996
PC20 <= -4.939653
-> class 0\|3 [0.983]
Rule 22/69: (58.4, lift 11.5)
PC1 <= -0.6963497
PC2 > 2.606483
PC10 > -2.314371
PC11 > 0.2353598
PC20 > -4.939653
PC30 > -3.405442
-> class 0\|3 [0.983]
Rule 22/70: (78/0.5, lift 11.4)
PC3 <= 1.640775
PC18 <= -1.136285
PC30 <= 1.407807
PC31 > -0.3617029
PC32 > -1.346216
PC33 > -3.149952
PC37 > -0.8872013
PC57 <= -1.296943
PC60 > -0.6401682
PC63 <= 1.327901
PC78 <= 2.983765
PC79 <= 2.019276
PC100 > -0.4623103
-> class 0\|3 [0.982]
Rule 22/71: (117.3/1.3, lift 11.4)
PC4 > -7.818982
PC16 > 0.217841
PC18 <= -0.8495221
PC19 > -0.08209673
PC28 <= 3.004325
PC30 <= 1.407807
PC52 <= 1.583358
PC57 > -1.296943
PC61 <= 0.8609061
PC63 <= 1.327901
PC69 > 0.5546491
PC75 > -0.2615614
PC81 <= 0.5371473
-> class 0\|3 [0.981]
Rule 22/72: (51.8, lift 11.4)
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC30 <= 1.407807
PC33 > -3.149952
PC37 > -0.8872013
PC48 <= 0.4455165
PC52 <= 1.583358
PC59 > 1.036148
PC60 > -0.6401682
PC71 <= 0.8998235
PC75 > -0.2615614
PC78 <= 2.102474
-> class 0\|3 [0.981]
Rule 22/73: (47.3, lift 11.4)
PC3 <= 1.640775
PC4 > -8.287465
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC60 > -0.6401682
PC63 <= 1.327901
PC69 <= -1.875871
PC71 <= 0.8998235
PC79 <= 2.019276
-> class 0\|3 [0.980]
Rule 22/74: (61/0.4, lift 11.4)
PC4 > -8.287465
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC19 > -0.08209673
PC28 <= 3.004325
PC30 <= 1.407807
PC31 > -0.3617029
PC31 <= 0.1948286
PC32 > -1.346216
PC71 <= 0.8998235
PC75 > -0.2615614
PC79 <= 2.019276
PC81 > 0.5371473
PC96 > -0.7079461
-> class 0\|3 [0.979]
Rule 22/75: (127.1/1.8, lift 11.4)
PC7 > -0.7110269
PC11 <= 0.09198079
PC18 <= -1.136285
PC31 > -0.3617029
PC39 <= -0.8554561
PC63 <= 1.327901
PC78 <= 2.983765
-> class 0\|3 [0.978]
Rule 22/76: (40.7, lift 11.4)
PC2 > 2.606483
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC30 <= 2.87681
PC31 > -0.3617029
PC32 > -1.699559
PC39 > -0.8554561
PC47 > -0.5000687
PC78 <= 2.102474
PC79 <= 2.019276
PC100 > 0.7558978
-> class 0\|3 [0.977]
Rule 22/77: (40.9, lift 11.4)
PC2 > 2.606483
PC3 <= 1.640775
PC18 <= -0.8495221
PC49 > 1.36366
PC78 <= 2.983765
-> class 0\|3 [0.977]
Rule 22/78: (40.8, lift 11.4)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -0.8495221
PC47 > 4.410915
-> class 0\|3 [0.977]
Rule 22/79: (39.6, lift 11.4)
PC4 > -7.818982
PC7 > -0.7110269
PC17 <= -3.198881
PC30 <= 1.407807
PC33 > -3.149952
PC62 > -0.5884922
PC63 <= 1.327901
PC81 > 0.1246919
-> class 0\|3 [0.976]
Rule 22/80: (39, lift 11.4)
PC5 <= 2.765218
PC18 <= -1.136285
PC45 > 1.072032
PC74 <= 0.9222443
PC78 <= 2.983765
PC81 > 0.1246919
-> class 0\|3 [0.976]
Rule 22/81: (59.4/0.6, lift 11.4)
PC3 <= 1.640775
PC18 <= -1.136285
PC40 <= -2.911253
PC78 <= 2.983765
-> class 0\|3 [0.974]
Rule 22/82: (36.1, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC5 <= 2.765218
PC18 <= -1.136285
PC30 <= 2.87681
PC66 <= 3.829112
PC78 <= 2.983765
PC85 > 1.993083
-> class 0\|3 [0.974]
Rule 22/83: (36.5, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC5 <= 2.765218
PC18 <= -0.8495221
PC30 <= 2.87681
PC46 > 0.9641498
-> class 0\|3 [0.974]
Rule 22/84: (36.1, lift 11.3)
PC3 <= 1.640775
PC8 <= -0.2121797
PC18 <= -0.8495221
PC78 > 2.983765
-> class 0\|3 [0.974]
Rule 22/85: (110.3/2.1, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC7 > -0.7110269
PC16 <= 2.353309
PC18 <= -1.136285
PC26 <= 1.077876
PC31 <= 0.1948286
PC32 > -1.699559
PC33 > -3.149952
PC47 <= -0.5000687
PC48 <= 0.4455165
PC60 > -0.6401682
PC61 <= 0.8609061
PC63 <= 1.327901
PC71 <= 0.8998235
-> class 0\|3 [0.972]
Rule 22/86: (32.5, lift 11.3)
PC4 > -8.287465
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC19 > -0.08209673
PC31 <= 0.1948286
PC33 > -3.149952
PC47 > -0.5000687
PC50 <= -0.4471362
PC60 > -0.6401682
PC63 <= 1.327901
PC69 <= 0.5546491
PC79 <= 2.019276
-> class 0\|3 [0.971]
Rule 22/87: (91.1/2, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC5 <= 2.765218
PC7 > -0.7110269
PC18 <= -1.136285
PC31 > -0.3617029
PC32 > -1.699559
PC48 <= 0.4455165
PC60 > -0.6401682
PC63 <= 1.327901
PC71 <= 0.8998235
PC79 <= 2.019276
PC100 <= -0.4623103
-> class 0\|3 [0.968]
Rule 22/88: (63/1.1, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC4 > -8.287465
PC5 <= 2.765218
PC18 <= -1.136285
PC28 <= 3.004325
PC32 > -1.699559
PC38 <= 1.42913
PC48 <= 0.4455165
PC52 <= 1.583358
PC60 > -0.6401682
PC62 <= -0.05086501
PC63 <= 1.327901
PC75 <= -0.2615614
PC78 <= 2.983765
PC79 <= 2.019276
-> class 0\|3 [0.968]
Rule 22/89: (27.5, lift 11.3)
PC2 > 2.606483
PC3 <= 1.640775
PC22 <= -0.3725237
PC43 > -1.648247
PC67 <= -0.5053855
-> class 0\|3 [0.966]
Rule 22/90: (89.5/2.2, lift 11.2)
PC3 <= 1.640775
PC4 > -8.287465
PC7 > -0.7110269
PC18 <= -1.136285
PC30 <= 1.407807
PC37 > -0.8872013
PC38 <= 1.42913
PC39 > -0.8554561
PC47 > -0.5000687
PC63 <= 1.327901
PC78 <= 2.983765
PC79 <= 2.019276
PC89 <= 0.7224404
PC96 <= -0.7079461
-> class 0\|3 [0.965]
Rule 22/91: (26, lift 11.2)
PC5 <= 2.765218
PC18 <= -0.8495221
PC57 <= -2.84451
PC63 > 1.327901
-> class 0\|3 [0.964]
Rule 22/92: (40.7/0.6, lift 11.2)
PC18 <= -1.136285
PC32 > -1.699559
PC66 > 3.829112
-> class 0\|3 [0.963]
Rule 22/93: (21, lift 11.1)
PC5 <= 2.765218
PC18 <= -1.136285
PC30 <= 1.407807
PC31 <= 0.1948286
PC37 > -0.8872013
PC42 > 1.347964
PC69 <= 0.5546491
PC79 <= 2.019276
PC81 > 0.1246919
-> class 0\|3 [0.957]
Rule 22/94: (14.3, lift 10.9)
PC1 > -0.6963497
PC2 > 2.606483
PC3 <= 1.640775
PC10 > -2.314371
PC18 > -0.8495221
PC18 <= 3.171913
PC22 <= -0.3725237
PC47 > 0.284284
-> class 0\|3 [0.939]
Rule 22/95: (50.6/2.4, lift 10.9)
PC2 > 2.606483
PC3 <= 1.640775
PC10 > -2.314371
PC18 <= 3.171913
PC22 <= -0.3725237
PC43 > -1.648247
PC86 > 1.84714
-> class 0\|3 [0.936]
Rule 22/96: (21.7/0.8, lift 10.7)
PC2 > 2.606483
PC15 <= -0.3468112
PC18 > -0.8495221
PC30 > -3.405442
PC73 <= -2.252275
PC90 > -1.764218
-> class 0\|3 [0.923]
Rule 22/97: (10.6, lift 10.7)
PC3 <= 1.640775
PC7 > -0.7110269
PC18 <= -0.8495221
PC28 <= 3.004325
PC30 <= 1.407807
PC31 > -0.3617029
PC39 > -1.666827
PC47 > -0.5000687
PC62 > -0.05086501
PC75 <= -0.2615614
PC77 > -0.07627472
-> class 0\|3 [0.921]
Rule 22/98: (334/30, lift 10.6)
PC4 > -7.818982
PC5 <= 2.765218
PC9 <= 0.580468
PC16 > 0.217841
PC18 <= -1.136285
PC19 > -0.08209673
PC30 <= 1.407807
PC31 > -0.3617029
PC31 <= 0.1874593
PC32 > -1.346216
PC33 > -3.149952
PC37 > -0.8872013
PC38 <= 1.42913
PC41 <= 0.1900463
PC47 > -0.5000687
PC48 > -0.4781063
PC57 > -1.202412
PC57 <= 1.412483
PC59 <= 1.029092
PC62 > -0.5884922
PC63 <= 1.16783
PC71 > -0.7841926
PC71 <= 0.5641248
PC75 > -0.2615614
PC78 <= 2.102474
PC81 <= 0.1246919
PC89 > -0.4736859
-> class 0\|3 [0.908]
Rule 22/99: (48/3.8, lift 10.5)
PC2 > 2.606483
PC3 <= 1.640775
PC7 > -0.7110269
PC15 <= -0.758292
PC18 > -1.136285
PC18 <= -0.8495221
-> class 0\|3 [0.903]
Rule 22/100: (6.3, lift 10.2)
PC13 > 8.316996
PC22 > -0.3725237
PC47 > 0.6174723
-> class 0\|3 [0.879]
Rule 22/101: (56.5/7.4, lift 10.0)
PC2 > 2.606483
PC6 > -1.630364
PC7 <= -0.7110269
PC18 <= -0.8495221
PC22 > 1.63577
-> class 0\|3 [0.856]
Rule 22/102: (68.6/10.4, lift 9.8)
PC1 > -0.430681
PC6 > -2.501723
PC16 > 0.8572028
PC79 > 0.671106
-> class 0\|3 [0.839]
Rule 22/103: (29.2/4.8, lift 9.5)
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.8495221
PC24 > 2.21512
-> class 0\|3 [0.814]
Rule 22/104: (35.5/12.2, lift 7.5)
PC2 > 2.606483
PC3 <= 1.640775
PC18 > -0.8495221
PC86 > 4.013646
-> class 0\|3 [0.647]
Rule 22/105: (268.6/1.3, lift 19.5)
PC1 > -0.430681
PC12 > 2.673064
PC19 > 1.858538
PC79 > -0.1133754
PC82 <= 0.3369567
PC88 <= 0.05749534
-> class 1\|0 [0.992]
Rule 22/106: (208.1/1.1, lift 19.4)
PC1 > -0.430681
PC9 > -0.4262954
PC10 <= -0.1638609
PC16 <= 0.1224957
PC18 <= 0.2243217
PC68 > -1.830715
PC70 <= 0.07510992
PC78 <= 0.166106
-> class 1\|0 [0.990]
Rule 22/107: (100.1, lift 19.4)
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC13 > -0.1533111
PC15 > -0.05319579
PC15 <= 2.464888
PC33 > -0.5413352
PC48 > -0.3409121
PC48 <= -0.1479321
PC65 > -0.1389549
PC88 > -0.3582947
PC92 <= 0.4954863
-> class 1\|0 [0.990]
Rule 22/108: (124.8/0.5, lift 19.4)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC11 <= -0.08327016
PC18 <= 0.2243217
PC30 <= 0.2379731
PC68 <= 1.01486
PC71 > -0.5091391
-> class 1\|0 [0.989]
Rule 22/109: (51.4, lift 19.3)
PC2 <= 2.606483
PC3 <= -5.374279
PC18 > 0.2243217
-> class 1\|0 [0.981]
Rule 22/110: (98.9/1, lift 19.2)
PC2 > 2.606483
PC3 > 1.640775
PC8 > -3.622398
PC33 > -0.5413352
PC37 > 0.2573436
PC46 > -0.6492637
PC65 > -0.1389549
PC84 > -0.6454148
PC86 > -2.195481
PC88 > -0.3582947
PC92 <= 0.4954863
-> class 1\|0 [0.980]
Rule 22/111: (43.2, lift 19.2)
PC1 > -0.430681
PC9 > -0.1967146
PC10 <= 0.9459118
PC12 > 2.673064
PC19 <= 1.858538
PC60 > -0.5563228
PC87 > -0.4816411
PC99 <= 0.2224677
-> class 1\|0 [0.978]
Rule 22/112: (38.5, lift 19.1)
PC1 > -0.430681
PC2 <= 2.606483
PC6 > -2.501723
PC8 > -3.76792
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 > -1.326658
PC57 <= -1.562916
-> class 1\|0 [0.975]
Rule 22/113: (53.5/0.5, lift 19.1)
PC3 > 1.640775
PC12 <= -0.05653552
PC19 > 0.2240216
PC33 > -0.5413352
PC46 > -0.6492637
PC65 > -0.1389549
PC88 > -0.3582947
PC92 <= 0.4954863
-> class 1\|0 [0.973]
Rule 22/114: (31.5, lift 19.0)
PC2 > 2.606483
PC3 > 1.640775
PC33 > -0.5413352
PC46 > -0.6492637
PC48 <= -0.3409121
PC65 > -0.1389549
-> class 1\|0 [0.970]
Rule 22/115: (25.9, lift 18.9)
PC1 > -0.430681
PC2 <= 2.606483
PC7 > -7.168568
PC9 > -0.4262954
PC16 <= 0.8572028
PC18 <= 0.2243217
PC66 > 0.6801729
PC68 > -1.830715
-> class 1\|0 [0.964]
Rule 22/116: (108.9/3.3, lift 18.9)
PC1 > -0.430681
PC12 > 2.673064
PC19 > 1.858538
PC80 > 0.6568857
PC87 > -0.4816411
PC88 <= 0.05749534
-> class 1\|0 [0.961]
Rule 22/117: (30/1.5, lift 18.1)
PC2 > 2.606483
PC3 > 1.640775
PC15 > 2.464888
-> class 1\|0 [0.922]
Rule 22/118: (9.2, lift 17.9)
PC1 > -0.430681
PC9 > 0.4976352
PC18 > 0.2243217
PC45 > 0.07133837
-> class 1\|0 [0.911]
Rule 22/119: (8.8, lift 17.8)
PC2 > 2.606483
PC3 > 1.640775
PC15 > -0.05319579
PC41 > 0.4264308
PC46 > -0.6492637
-> class 1\|0 [0.907]
Rule 22/120: (9.3/0.4, lift 17.3)
PC1 > -0.430681
PC2 <= 2.606483
PC7 > -7.168568
PC9 > -0.4262954
PC16 <= 0.8572028
PC19 > -1.326658
PC68 > -1.830715
PC74 <= -2.024149
-> class 1\|0 [0.880]
Rule 22/121: (40.9/10, lift 14.6)
PC1 > -0.430681
PC2 <= 2.606483
PC15 > -0.6049531
PC18 > 0.2243217
PC29 <= 0.7205848
PC45 <= 0.07133837
PC98 <= -0.1840216
-> class 1\|0 [0.744]
Rule 22/122: (234.6/4.6, lift 14.6)
PC1 > -0.430681
PC6 > -2.501723
PC7 > -7.168568
PC9 > -0.4262954
PC10 > -0.1638609
PC12 <= 2.673064
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 > -1.14673
PC43 <= 2.2329
PC59 <= 0.9940436
PC66 <= 0.6801729
PC68 > -1.830715
PC90 <= 0.6714778
PC92 <= 0.308862
-> class 1\|1 [0.977]
Rule 22/123: (33.2, lift 14.6)
PC1 > -0.430681
PC10 > 0.9459118
PC12 > 2.673064
PC19 <= 1.858538
-> class 1\|1 [0.972]
Rule 22/124: (62.4/1.3, lift 14.5)
PC1 > -0.430681
PC2 <= 2.606483
PC3 > -5.374279
PC6 <= 7.634698
PC15 > -0.6049531
PC18 > 0.2243217
PC18 <= 0.4007553
PC45 <= 0.07133837
PC98 > -0.1840216
-> class 1\|1 [0.965]
Rule 22/125: (59.1/1.4, lift 14.4)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC12 <= 2.673064
PC18 <= 0.2243217
PC30 > 0.2379731
PC71 > -0.5091391
-> class 1\|1 [0.961]
Rule 22/126: (22.1, lift 14.4)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC12 <= 2.673064
PC18 <= 0.2243217
PC68 > 1.01486
PC71 > -0.5091391
-> class 1\|1 [0.959]
Rule 22/127: (32.7/0.6, lift 14.3)
PC1 > -0.430681
PC12 > 2.673064
PC19 <= 1.858538
PC68 > -1.635412
PC99 > 0.2224677
-> class 1\|1 [0.955]
Rule 22/128: (30.3/0.6, lift 14.2)
PC1 > -0.430681
PC2 <= 2.606483
PC12 > 2.673064
PC79 <= -0.1133754
PC80 <= 0.6568857
-> class 1\|1 [0.949]
Rule 22/129: (26.2/0.7, lift 14.1)
PC1 > -0.430681
PC9 > -0.1967146
PC12 > 2.673064
PC88 > 0.05749534
-> class 1\|1 [0.941]
Rule 22/130: (24.4/0.6, lift 14.1)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC8 > -3.76792
PC11 > -0.08327016
PC30 <= 0.2379731
PC53 > -2.128394
PC71 > -0.5091391
-> class 1\|1 [0.940]
Rule 22/131: (11.7, lift 13.9)
PC19 <= -1.326658
PC99 <= -4.31197
-> class 1\|1 [0.927]
Rule 22/132: (11.4, lift 13.9)
PC1 > 7.82627
PC4 > -1.09963
PC8 > -3.76792
PC9 <= -0.4262954
PC16 <= 0.8572028
PC19 > -1.326658
-> class 1\|1 [0.926]
Rule 22/133: (6.9, lift 13.3)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.606483
PC8 > 0.06156064
PC82 > 0.4797282
-> class 1\|1 [0.887]
Rule 22/134: (35.2/3.5, lift 13.2)
PC1 > -0.430681
PC9 > -0.1967146
PC12 > 2.673064
PC87 <= -0.4816411
-> class 1\|1 [0.880]
Rule 22/135: (28.6/2.8, lift 13.1)
PC1 > -0.430681
PC9 > -0.1967146
PC12 > 2.673064
PC19 <= 1.858538
PC60 <= -0.5563228
-> class 1\|1 [0.876]
Rule 22/136: (29.5/3.4, lift 12.9)
PC1 > -0.430681
PC2 <= 2.606483
PC9 > -0.4262954
PC10 <= -0.1638609
PC16 <= 0.1224957
PC68 > -1.830715
PC78 > 0.166106
-> class 1\|1 [0.859]
Rule 22/137: (1380/585.6, lift 8.6)
PC2 > 2.606483
PC3 > 1.640775
-> class 1\|1 [0.576]
Rule 22/138: (257.9, lift 16.0)
PC1 > -0.430681
PC6 > -2.501723
PC12 <= 1.329531
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 <= -1.326658
PC49 > -1.559507
PC53 > 0.1752658
PC77 > -1.330353
-> class 1\|2 [0.996]
Rule 22/139: (155.9, lift 15.9)
PC2 <= 2.606483
PC5 > 2.990929
PC12 <= 2.673064
PC16 > 0.8572028
PC18 <= 0.2243217
PC65 <= 1.003645
-> class 1\|2 [0.994]
Rule 22/140: (120.3, lift 15.9)
PC1 > 6.307305
PC6 > -2.501723
PC18 <= 0.2243217
PC19 <= -1.326658
PC20 > -0.2450628
PC53 <= 0.1752658
PC77 > -1.330353
PC97 > -1.34584
PC99 > -4.31197
-> class 1\|2 [0.992]
Rule 22/141: (127.5, lift 15.9)
PC2 > 2.606483
PC3 > 1.640775
PC10 > 0.08266461
PC15 <= -0.05319579
PC32 <= 0.1903198
PC35 > -0.2449052
PC38 <= 0.2081287
PC39 > -0.5496817
-> class 1\|2 [0.992]
Rule 22/142: (101.3/0.3, lift 15.8)
PC1 > -0.430681
PC6 > -2.501723
PC11 <= -1.705041
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
-> class 1\|2 [0.988]
Rule 22/143: (204.7/2.1, lift 15.8)
PC1 > -0.430681
PC1 <= 6.307305
PC2 <= 2.606483
PC9 > -1.33398
PC16 <= 0.8572028
PC19 <= -1.326658
PC20 > -0.2450628
-> class 1\|2 [0.985]
Rule 22/144: (60.2, lift 15.8)
PC1 > -0.430681
PC2 <= 2.606483
PC6 > -2.501723
PC10 > -0.1638609
PC12 <= 2.673064
PC16 <= 0.8572028
PC18 <= 0.2243217
PC57 > -1.562916
PC68 > -1.830715
PC74 > -2.024149
PC92 > 0.308862
-> class 1\|2 [0.984]
Rule 22/145: (61.9, lift 15.8)
PC1 > -0.430681
PC2 <= 2.606483
PC6 > -2.501723
PC10 > -0.1638609
PC12 <= 2.673064
PC18 <= 0.2243217
PC19 > -1.326658
PC57 > -1.562916
PC90 > 0.6714778
-> class 1\|2 [0.983]
Rule 22/146: (164.4/1.8, lift 15.8)
PC3 > 0.3151459
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC18 <= 0.2243217
PC22 <= 4.472173
PC34 > -0.6858287
PC59 <= 0.621244
PC100 > 0.5062227
-> class 1\|2 [0.983]
Rule 22/147: (222.8/3.5, lift 15.7)
PC1 > -0.430681
PC2 <= 2.606483
PC6 > -2.501723
PC9 > -0.4262954
PC10 > -0.1638609
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 <= -1.14673
PC90 <= 0.6714778
-> class 1\|2 [0.980]
Rule 22/148: (48.9, lift 15.7)
PC3 > 9.530685
PC15 <= -0.05319579
PC35 > -0.2449052
-> class 1\|2 [0.980]
Rule 22/149: (47.1, lift 15.7)
PC2 <= 2.606483
PC3 > 0.3151459
PC6 > -2.501723
PC13 <= -0.01005008
PC34 > -0.6858287
PC56 <= -0.5880706
PC100 <= 0.5062227
-> class 1\|2 [0.979]
Rule 22/150: (43, lift 15.7)
PC1 > -0.430681
PC2 <= 2.606483
PC8 > -3.76792
PC98 <= -0.9144674
-> class 1\|2 [0.978]
Rule 22/151: (84.2/1.1, lift 15.7)
PC1 > -0.430681
PC6 > -2.501723
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC34 > -0.6858287
PC60 <= -0.6286402
PC100 <= 0.5062227
-> class 1\|2 [0.976]
Rule 22/152: (37.2, lift 15.6)
PC2 <= 2.606483
PC3 > 0.3151459
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC18 <= 0.2243217
PC56 > 0.3922195
PC100 <= 0.5062227
-> class 1\|2 [0.975]
Rule 22/153: (32.2, lift 15.6)
PC1 > -0.430681
PC2 <= 2.606483
PC3 <= 0.3151459
PC6 > -2.501723
PC16 > 0.8572028
PC28 > 0.1283544
-> class 1\|2 [0.971]
Rule 22/154: (89.7/1.7, lift 15.6)
PC2 <= 2.606483
PC6 > -2.501723
PC7 <= -2.36032
PC12 <= 2.673064
PC16 > 0.8572028
PC18 <= 0.2243217
PC56 > -0.5179325
PC63 <= 0.2457976
-> class 1\|2 [0.971]
Rule 22/155: (29.5, lift 15.5)
PC2 <= 2.606483
PC7 <= -2.36032
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC56 <= -0.5179325
-> class 1\|2 [0.968]
Rule 22/156: (20.5, lift 15.3)
PC2 > 2.606483
PC3 > 1.640775
PC15 <= -0.05319579
PC35 > -0.2449052
PC80 > 0.5106223
-> class 1\|2 [0.955]
Rule 22/157: (17.6, lift 15.2)
PC1 > -0.430681
PC2 <= 2.606483
PC6 > -2.501723
PC9 > -0.4262954
PC18 <= 0.2243217
PC57 > -1.562916
PC59 > 0.9940436
PC66 <= 0.6801729
-> class 1\|2 [0.949]
Rule 22/158: (46.9/1.6, lift 15.2)
PC2 <= 2.606483
PC7 <= -7.168568
PC12 <= 2.673064
PC18 <= 0.2243217
PC19 > -1.326658
-> class 1\|2 [0.946]
Rule 22/159: (55.9/3.1, lift 14.9)
PC2 <= 2.606483
PC3 > 0.3151459
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC16 <= 1.118512
PC79 <= 0.671106
-> class 1\|2 [0.930]
Rule 22/160: (33/1.8, lift 14.8)
PC1 > -0.430681
PC13 <= -0.154866
PC16 <= 0.8572028
PC18 <= 0.2243217
PC68 <= -1.830715
-> class 1\|2 [0.921]
Rule 22/161: (19.3/1.1, lift 14.5)
PC1 > -0.430681
PC2 <= 2.606483
PC8 <= -3.76792
PC84 <= -0.4041851
-> class 1\|2 [0.902]
Rule 22/162: (87.8/8.4, lift 14.4)
PC2 > 3.098823
PC3 > 1.640775
PC11 <= 1.332941
PC15 > -0.05319579
PC16 > -0.8953013
PC22 <= 0.5196216
PC49 <= 0.1963117
PC51 <= 0.5926122
-> class 1\|2 [0.895]
Rule 22/163: (6.8/0.3, lift 13.7)
PC2 <= 2.606483
PC6 > -2.501723
PC7 <= -2.36032
PC16 > 0.8572028
PC18 <= 0.2243217
PC51 <= -1.305306
-> class 1\|2 [0.855]
Rule 22/164: (162.3, lift 14.7)
PC1 > -0.430681
PC2 <= 2.606483
PC3 > 0.3151459
PC5 <= 2.990929
PC7 > -2.36032
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 1.118512
PC56 > -0.5880706
PC60 > -0.6286402
PC79 <= 0.671106
PC100 <= 0.5062227
-> class 1\|3 [0.994]
Rule 22/165: (85, lift 14.6)
PC2 <= 2.606483
PC3 > 0.9603878
PC15 <= -0.6049531
PC18 > 0.2243217
-> class 1\|3 [0.989]
Rule 22/166: (59.1, lift 14.5)
PC1 > -0.430681
PC2 <= 2.606483
PC8 > -3.76792
PC13 > -0.154866
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 > -1.326658
PC68 <= -1.830715
-> class 1\|3 [0.984]
Rule 22/167: (60.8/0.2, lift 14.5)
PC1 > -0.430681
PC1 <= 6.307305
PC9 <= -1.33398
PC16 <= 0.8572028
PC17 <= 0.4262569
PC19 <= -1.326658
PC20 > -0.2450628
PC53 <= 0.1752658
-> class 1\|3 [0.981]
Rule 22/168: (113.2/1.7, lift 14.4)
PC2 > 2.606483
PC3 > 1.640775
PC3 <= 9.530685
PC15 <= -0.05319579
PC38 > 0.2081287
PC80 <= 0.5106223
-> class 1\|3 [0.977]
Rule 22/169: (68.4/1.3, lift 14.3)
PC1 > -0.430681
PC2 <= 2.606483
PC3 > 0.3151459
PC5 <= 2.990929
PC16 > 0.8572028
PC34 <= -0.6858287
PC79 <= 0.671106
PC98 > -0.9144674
-> class 1\|3 [0.967]
Rule 22/170: (21.6, lift 14.1)
PC1 > -0.430681
PC16 <= 0.8572028
PC19 <= -1.326658
PC77 <= -1.330353
-> class 1\|3 [0.958]
Rule 22/171: (211.3/9.9, lift 14.0)
PC1 > -0.430681
PC2 <= 2.606483
PC3 > 0.3151459
PC5 <= 2.990929
PC13 > -0.01005008
PC16 > 0.8572028
PC18 <= 0.2243217
-> class 1\|3 [0.949]
Rule 22/172: (21.2/0.2, lift 14.0)
PC2 <= 2.606483
PC16 <= 0.8572028
PC19 <= -1.326658
PC53 <= 0.1752658
PC97 <= -1.34584
-> class 1\|3 [0.947]
Rule 22/173: (149/8.1, lift 13.9)
PC1 > -0.430681
PC2 <= 2.606483
PC5 <= 2.990929
PC11 > -1.705041
PC12 <= 2.673064
PC13 <= -0.01005008
PC16 > 0.8572028
PC51 > -1.305306
PC56 > -0.5179325
PC56 <= 0.3922195
PC63 > 0.2457976
PC100 <= 0.5062227
-> class 1\|3 [0.940]
Rule 22/174: (29.3/1.2, lift 13.7)
PC2 > 2.606483
PC3 > 1.640775
PC15 <= -0.05319579
PC32 > 0.1903198
PC35 > -0.2449052
-> class 1\|3 [0.930]
Rule 22/175: (10, lift 13.5)
PC1 > -0.430681
PC12 > 2.673064
PC68 <= -1.635412
-> class 1\|3 [0.917]
Rule 22/176: (9.1, lift 13.4)
PC1 > -0.430681
PC6 > 7.634698
PC18 > 0.2243217
PC45 <= 0.07133837
-> class 1\|3 [0.910]
Rule 22/177: (40.5/3, lift 13.4)
PC1 > -0.430681
PC19 <= -1.326658
PC49 <= -1.559507
-> class 1\|3 [0.907]
Rule 22/178: (7.1, lift 13.1)
PC2 <= 2.606483
PC3 > 0.3151459
PC16 > 0.8572028
PC65 > 1.003645
-> class 1\|3 [0.890]
Rule 22/179: (29.8/3.9, lift 12.5)
PC1 > -0.430681
PC2 <= 2.606483
PC7 > -7.168568
PC9 > -0.4262954
PC10 <= -0.1638609
PC16 > 0.1224957
PC16 <= 0.8572028
PC18 <= 0.2243217
-> class 1\|3 [0.844]
Rule 22/180: (22.1/3.5, lift 12.0)
PC1 > -0.430681
PC5 <= 2.990929
PC6 > -2.501723
PC22 > 4.472173
PC98 > -0.9144674
-> class 1\|3 [0.814]
Rule 22/181: (5/0.3, lift 12.0)
PC2 > 2.606483
PC3 > 1.640775
PC10 <= 0.08266461
PC15 <= -0.05319579
PC38 <= 0.2081287
-> class 1\|3 [0.813]
Rule 22/182: (148.3/47.1, lift 10.0)
PC3 > 0.3151459
PC5 <= 2.990929
PC16 > 0.8572028
PC59 > 0.621244
-> class 1\|3 [0.680]
Rule 22/183: (568.6/8, lift 12.4)
PC6 <= 2.986521
PC8 > 3.5485
PC12 > -1.80891
PC21 > -0.007157144
PC41 <= 1.423273
PC46 <= 1.245292
PC60 > -0.4925209
PC62 <= 0.6668216
PC99 <= 1.25083
-> class 2\|0 [0.984]
Rule 22/184: (704/13, lift 12.4)
PC6 <= 2.986521
PC8 > 2.291764
PC10 <= 0.3313117
PC11 > -0.8708835
PC12 > -1.80891
PC21 > -0.007157144
PC30 <= 0.4288014
PC33 <= 0.4998525
PC41 <= 1.423273
PC46 <= 1.245292
PC60 > -0.4925209
PC62 <= 0.6668216
PC97 <= 0.4680718
PC99 > -0.6262476
PC100 > -0.8626093
-> class 2\|0 [0.980]
Rule 22/185: (42.2/0.2, lift 12.3)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.606483
PC8 > 0.06156064
PC83 > 0.272599
-> class 2\|0 [0.972]
Rule 22/186: (28.3, lift 12.2)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC53 <= -2.128394
PC71 > -0.5091391
-> class 2\|0 [0.967]
Rule 22/187: (417.8/14.6, lift 12.2)
PC1 <= -0.430681
PC6 <= 2.986521
PC8 > 2.291764
PC12 > -1.80891
PC21 > -0.007157144
PC33 <= 0.4998525
PC41 <= 1.423273
PC46 <= 1.245292
PC62 <= 0.6668216
PC70 <= -0.03428612
PC99 <= 1.25083
-> class 2\|0 [0.963]
Rule 22/188: (56.6/3.3, lift 11.7)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.606483
PC8 > 0.06156064
PC68 > -0.3155394
-> class 2\|0 [0.927]
Rule 22/189: (11.8, lift 11.7)
PC1 > -0.430681
PC6 > -2.501723
PC8 > -3.76792
PC16 <= 0.8572028
PC19 <= -1.326658
PC20 <= -0.2450628
-> class 2\|0 [0.927]
Rule 22/190: (168.8/13, lift 11.6)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > -0.007157144
PC34 <= -0.5888309
-> class 2\|0 [0.918]
Rule 22/191: (15.5/0.8, lift 11.4)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > -0.007157144
PC46 > 1.245292
PC62 <= 0.6668216
PC92 <= -0.02892708
-> class 2\|0 [0.900]
Rule 22/192: (9.4/0.4, lift 11.1)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= -0.007157144
PC86 > 0.9319338
-> class 2\|0 [0.877]
Rule 22/193: (65.1/8.4, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC22 > -0.7614354
PC44 <= 0.6114218
PC69 > 0.3431964
-> class 2\|0 [0.859]
Rule 22/194: (4.6/0.1, lift 10.5)
PC8 > 2.291764
PC21 > -0.007157144
PC34 > -0.5888309
PC62 > 0.6668216
PC94 <= -0.7604073
-> class 2\|0 [0.829]
Rule 22/195: (219/45.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC22 > -0.7614354
PC30 <= 0.362455
PC44 > 0.6114218
PC56 <= -0.05116384
-> class 2\|0 [0.791]
Rule 22/196: (1493.8/975.8, lift 4.4)
PC1 > -0.430681
PC2 <= 2.606483
PC18 > 0.2243217
-> class 2\|0 [0.347]
Rule 22/197: (145.6, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC6 <= 1.879764
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC24 <= 1.530555
PC43 <= 0.4682116
PC44 <= 0.6114218
PC69 <= 0.3431964
PC75 <= 0.8621051
PC79 <= -0.04100212
-> class 2\|1 [0.993]
Rule 22/198: (132.2, lift 9.9)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.606483
PC8 > 0.06156064
PC8 <= 2.291764
PC68 <= -0.3155394
PC82 <= 0.4797282
PC83 <= 0.272599
-> class 2\|1 [0.993]
Rule 22/199: (199/0.7, lift 9.9)
PC1 <= -0.430681
PC2 <= -1.345962
PC8 > 2.291764
PC21 <= -0.007157144
PC24 <= 0.5713404
PC86 <= 0.9319338
-> class 2\|1 [0.992]
Rule 22/200: (107, lift 9.9)
PC2 <= -1.025067
PC3 > -1.059742
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7494326
PC29 > -0.09694475
PC43 <= 0.4682116
PC61 > -1.088731
PC62 > -1.319855
PC65 > -0.2604113
PC66 <= 0.5910538
PC69 <= 0.3431964
PC79 > -0.04100212
PC81 <= 0.2515733
PC92 > -0.02652732
-> class 2\|1 [0.991]
Rule 22/201: (131.6/0.2, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC50 > 0.2084884
PC52 > 0.02102934
PC61 <= 0.2116496
-> class 2\|1 [0.991]
Rule 22/202: (75.4, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -1.80891
PC62 <= 0.6668216
-> class 2\|1 [0.987]
Rule 22/203: (68, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC8 <= 3.5485
PC10 > 0.3313117
PC24 <= 0.5713404
-> class 2\|1 [0.986]
Rule 22/204: (65.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC28 <= -0.2528225
-> class 2\|1 [0.985]
Rule 22/205: (92.1/0.5, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC6 <= 1.879764
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7494326
PC31 > -1.130938
PC43 <= 0.4682116
PC66 <= -0.06809536
PC69 <= 0.3431964
PC81 <= 0.2515733
PC96 <= 0.8229534
-> class 2\|1 [0.984]
Rule 22/206: (65, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC6 <= 2.986521
PC8 > 0.06156064
PC41 <= 1.423273
PC62 <= 0.6668216
PC99 > 1.25083
-> class 2\|1 [0.984]
Rule 22/207: (122.2/1.5, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC32 <= 1.077431
PC59 > 0.654796
-> class 2\|1 [0.980]
Rule 22/208: (59.1/0.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC10 > -0.1951685
PC12 > 0.4599915
PC16 <= 0.3364123
PC45 > 0.2825942
PC67 > -0.3560135
-> class 2\|1 [0.979]
Rule 22/209: (37.6, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 3.5485
PC12 > -1.80891
PC21 > -0.007157144
PC24 <= 0.5713404
PC30 <= 0.4288014
PC41 <= 1.423273
PC46 <= 1.245292
PC97 > 0.4680718
PC99 > -0.6262476
PC99 <= 1.25083
PC100 > -0.8626093
-> class 2\|1 [0.974]
Rule 22/210: (34.4, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC8 <= 3.5485
PC11 <= -0.8708835
-> class 2\|1 [0.973]
Rule 22/211: (43.1/0.2, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > -0.007157144
PC46 > 1.245292
PC92 > -0.02892708
-> class 2\|1 [0.973]
Rule 22/212: (32.5, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC33 > 0.4998525
-> class 2\|1 [0.971]
Rule 22/213: (162.6/4.8, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 1.53143
PC8 <= 2.291764
PC20 <= 0.4882125
PC22 <= -0.7614354
PC33 > -0.2940664
PC36 > -0.4333519
-> class 2\|1 [0.965]
Rule 22/214: (24.5, lift 9.6)
PC1 <= -0.430681
PC6 > 2.986521
PC8 > 0.06156064
PC12 > -1.80891
PC62 <= 0.6668216
-> class 2\|1 [0.962]
Rule 22/215: (24.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.606483
PC4 <= -0.3568845
PC8 > -2.684477
PC8 <= 0.06156064
PC29 > 0.2790949
-> class 2\|1 [0.962]
Rule 22/216: (275.6/10.5, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC34 > -0.5888309
PC62 > 0.6668216
PC94 > -0.7604073
-> class 2\|1 [0.959]
Rule 22/217: (22.8, lift 9.6)
PC1 > -0.430681
PC2 <= 2.606483
PC8 > 0.169534
PC9 <= 0.4976352
PC15 > -0.6049531
PC18 > 0.2243217
PC45 > 0.07133837
-> class 2\|1 [0.957]
Rule 22/218: (147.1/6, lift 9.5)
PC1 <= -0.430681
PC8 > 1.253406
PC8 <= 2.291764
PC22 <= -0.7614354
PC32 <= 1.077431
PC61 <= 0.2116496
PC65 > -0.3548799
-> class 2\|1 [0.953]
Rule 22/219: (70.4/2.9, lift 9.5)
PC2 <= -9.307465
-> class 2\|1 [0.946]
Rule 22/220: (243.7/12.9, lift 9.4)
PC1 <= -0.430681
PC8 > 2.291764
PC24 <= 0.5713404
PC60 <= -0.4925209
PC70 > -0.03428612
-> class 2\|1 [0.943]
Rule 22/221: (15.1, lift 9.4)
PC6 <= 2.986521
PC8 > 2.291764
PC8 <= 3.5485
PC24 <= 0.5713404
PC30 > 0.4288014
-> class 2\|1 [0.942]
Rule 22/222: (14.1, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 > 1.178517
PC54 <= -2.423501
-> class 2\|1 [0.938]
Rule 22/223: (217.8/13.8, lift 9.3)
PC2 <= -1.025067
PC3 > -1.059742
PC6 <= 1.879764
PC8 > 0.06156064
PC8 <= 2.291764
PC10 > -0.3937212
PC19 <= 2.42655
PC22 > -0.7494326
PC29 > -0.09694475
PC43 <= 0.4682116
PC44 <= 0.6114218
PC61 > -1.088731
PC62 > -1.319855
PC65 > -0.2604113
PC66 <= 0.5910538
PC69 <= 0.3431964
PC81 <= 0.2515733
-> class 2\|1 [0.933]
Rule 22/224: (41.1/1.9, lift 9.3)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC24 <= 1.530555
PC44 > 0.6114218
PC56 > -0.05116384
-> class 2\|1 [0.933]
Rule 22/225: (53.9/3, lift 9.3)
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 2.291764
PC30 > 0.362455
PC44 > 0.6114218
-> class 2\|1 [0.929]
Rule 22/226: (10.9, lift 9.2)
PC1 > -0.430681
PC4 > -1.09963
PC6 > -2.501723
PC8 > -3.76792
PC9 <= -0.4262954
PC16 <= 0.8572028
PC19 > -1.326658
PC62 > 0.4552628
-> class 2\|1 [0.922]
Rule 22/227: (17.7/0.7, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC99 > -0.6262476
PC100 <= -0.8626093
-> class 2\|1 [0.916]
Rule 22/228: (171.5/14.5, lift 9.1)
PC1 <= -0.430681
PC2 <= -1.025067
PC6 <= 1.879764
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC31 > -1.130938
PC44 <= 0.6114218
PC62 > -1.319855
PC81 <= 0.2515733
PC89 <= -0.1884487
-> class 2\|1 [0.911]
Rule 22/229: (76.8/6.1, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC8 <= 2.291764
PC22 <= -0.7614354
PC52 <= 0.02102934
PC61 <= 0.2116496
PC65 > -0.3548799
PC93 > 0.04083148
-> class 2\|1 [0.909]
Rule 22/230: (47/3.7, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC6 <= -0.7073435
PC8 > 0.06156064
PC8 <= 2.291764
PC9 > -2.270696
PC44 <= 0.6114218
PC62 <= -1.319855
-> class 2\|1 [0.903]
Rule 22/231: (52.4/4.3, lift 9.0)
PC1 <= -0.430681
PC8 > 2.291764
PC24 > 0.5713404
PC40 > -1.444251
-> class 2\|1 [0.903]
Rule 22/232: (39.8/3.1, lift 9.0)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC8 > -3.76792
PC12 <= 2.673064
PC18 <= 0.2243217
PC43 > 0.7139086
PC71 <= -0.5091391
-> class 2\|1 [0.903]
Rule 22/233: (36.5/4.1, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC22 <= -0.7614354
PC65 > -0.3548799
PC83 <= -0.504073
-> class 2\|1 [0.868]
Rule 22/234: (57.8/12.3, lift 7.8)
PC1 <= -0.430681
PC8 > 2.291764
PC41 > 1.423273
-> class 2\|1 [0.777]
Rule 22/235: (191.8/62.1, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC8 <= 3.5485
PC12 > -1.80891
PC21 > -0.007157144
PC41 <= 1.423273
PC46 <= 1.245292
PC99 <= -0.6262476
-> class 2\|1 [0.675]
Rule 22/236: (22.4/6.9, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC100 > 3.830744
-> class 2\|1 [0.675]
Rule 22/237: (46/21.9, lift 5.2)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC19 > -3.372376
PC22 <= 1.178517
PC29 <= -0.2440588
-> class 2\|1 [0.524]
Rule 22/238: (106, lift 11.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC3 > -1.594909
PC8 > 0.06156064
PC8 <= 1.53143
PC22 <= -0.7614354
PC32 <= 1.077431
PC61 > 0.2116496
-> class 2\|2 [0.991]
Rule 22/239: (196.1/0.9, lift 11.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 1.253406
PC22 <= -0.7614354
PC50 <= 0.2084884
PC52 > 0.02102934
PC83 > -0.504073
-> class 2\|2 [0.990]
Rule 22/240: (107.7/0.4, lift 11.5)
PC1 <= -0.430681
PC2 <= -1.025067
PC3 > -1.594909
PC8 > 0.06156064
PC8 <= 1.53143
PC22 <= -0.7614354
PC59 <= 0.654796
PC65 <= -0.3548799
-> class 2\|2 [0.987]
Rule 22/241: (51.6, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC24 > 0.5713404
PC40 <= -1.444251
-> class 2\|2 [0.981]
Rule 22/242: (92.9/1, lift 11.5)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= 0.06156064
PC11 > 4.365633
PC22 <= 1.178517
PC29 > -0.2440588
PC100 <= 3.830744
-> class 2\|2 [0.979]
Rule 22/243: (62.2/0.4, lift 11.4)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC11 <= 4.365633
PC19 > -3.372376
PC27 > -0.2334193
PC40 <= -0.7124605
PC45 <= 0.2825942
PC68 > -0.3969449
-> class 2\|2 [0.978]
Rule 22/244: (40.8, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 <= 1.178517
PC27 > -0.2334193
PC44 <= 0.3277484
PC52 <= -0.2678694
-> class 2\|2 [0.977]
Rule 22/245: (40.5, lift 11.4)
PC8 > -2.684477
PC8 <= 0.06156064
PC9 > 7.479563
PC28 > -0.2528225
PC29 > -0.2440588
PC44 <= 0.3277484
PC100 <= 3.830744
-> class 2\|2 [0.976]
Rule 22/246: (38, lift 11.4)
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 <= 1.178517
PC28 > -0.2528225
PC29 > -0.2440588
PC45 <= 0.2825942
PC65 <= -1.424684
-> class 2\|2 [0.975]
Rule 22/247: (33.1, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC27 > -0.2334193
PC44 <= 0.3277484
PC57 <= -0.588321
PC68 > -0.3969449
PC75 > -2.181023
-> class 2\|2 [0.972]
Rule 22/248: (25.7, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC19 > -3.372376
PC22 <= 1.178517
PC29 <= -0.1702821
PC44 > 0.3277484
PC65 > -1.424684
-> class 2\|2 [0.964]
Rule 22/249: (207/7.8, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 <= -0.343372
PC45 <= 0.2825942
PC68 <= -0.9236496
PC100 <= 3.830744
-> class 2\|2 [0.958]
Rule 22/250: (346.3/14, lift 11.2)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.606483
PC7 > -1.042448
PC8 <= 0.06156064
PC19 > -3.372376
PC22 <= 1.178517
PC26 <= 3.062633
PC29 <= 0.2790949
PC35 > -1.805727
PC44 <= 0.3277484
PC45 <= 0.2825942
PC68 <= -0.3969449
-> class 2\|2 [0.957]
Rule 22/251: (39.9/0.9, lift 11.2)
PC1 <= -0.430681
PC6 <= 1.879764
PC8 <= 2.291764
PC10 > -0.3937212
PC19 > 2.42655
PC22 > -0.7614354
PC44 <= 0.6114218
PC66 > -0.06809536
PC66 <= 0.5910538
PC69 <= 0.3431964
PC79 > -0.04100212
PC92 <= -0.02652732
-> class 2\|2 [0.956]
Rule 22/252: (185.6/8.5, lift 11.1)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC16 <= 0.4658126
PC27 <= -0.2334193
PC29 <= 0.2790949
PC44 <= 0.3277484
PC45 <= 0.2825942
PC56 > -1.060511
PC68 > -0.3969449
PC68 <= 2.210908
PC74 <= 1.209315
PC76 > -0.3005864
PC100 <= 3.830744
-> class 2\|2 [0.949]
Rule 22/253: (17.6, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 2.291764
PC22 > -0.7614354
PC44 <= 0.6114218
PC65 <= -0.2604113
PC66 > -0.06809536
PC79 > -0.04100212
PC81 <= 0.2515733
-> class 2\|2 [0.948]
Rule 22/254: (17.5, lift 11.1)
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC29 <= -0.09694475
PC44 <= 0.6114218
PC66 > -0.06809536
PC79 > -0.04100212
PC89 > -0.1884487
-> class 2\|2 [0.945]
Rule 22/255: (16, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 0.06156064
PC16 > 0.3364123
PC22 <= 1.178517
PC45 > 0.2825942
PC56 > 0.001180591
-> class 2\|2 [0.944]
Rule 22/256: (125.6/6.3, lift 11.0)
PC1 <= -0.430681
PC2 <= -1.025067
PC3 > -1.594909
PC8 > 0.06156064
PC8 <= 1.253406
PC22 <= -0.7614354
PC32 <= 1.077431
PC59 <= 0.654796
PC83 > -0.504073
PC93 <= 0.04083148
-> class 2\|2 [0.943]
Rule 22/257: (226/12.1, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC19 > -3.372376
PC22 <= 1.178517
PC29 <= 0.2790949
PC37 <= 0.2905055
PC44 <= 0.3277484
PC45 <= 0.2825942
PC46 <= 1.184859
PC57 > -0.588321
PC63 > 0.08632769
PC75 > -2.181023
-> class 2\|2 [0.943]
Rule 22/258: (40.3/1.5, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC3 <= -1.059742
PC8 > 0.06156064
PC8 <= 2.291764
PC44 <= 0.6114218
PC62 > -1.319855
PC66 > -0.06809536
PC79 > -0.04100212
PC89 > -0.1884487
-> class 2\|2 [0.941]
Rule 22/259: (15.4, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 2.291764
PC22 > -0.7614354
PC22 <= -0.7494326
PC31 > -1.130938
PC44 <= 0.6114218
PC69 <= 0.3431964
-> class 2\|2 [0.939]
Rule 22/260: (14.2, lift 11.0)
PC1 <= -0.430681
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC31 <= -1.130938
PC44 <= 0.6114218
PC62 > -1.319855
-> class 2\|2 [0.938]
Rule 22/261: (27.1/1, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 <= 1.178517
PC44 > 0.3277484
PC49 <= -0.4474329
PC100 <= 3.830744
-> class 2\|2 [0.930]
Rule 22/262: (9, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 0.06156064
PC20 > 0.810442
PC46 > 0.4325333
-> class 2\|2 [0.909]
Rule 22/263: (18.4/0.9, lift 10.6)
PC1 <= -0.430681
PC3 > -1.059742
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC44 <= 0.6114218
PC61 <= -1.088731
PC66 > -0.06809536
PC79 > -0.04100212
PC89 > -0.1884487
-> class 2\|2 [0.908]
Rule 22/264: (8.4, lift 10.6)
PC8 > 0.06156064
PC8 <= 2.291764
PC9 <= -2.270696
PC44 <= 0.6114218
PC62 <= -1.319855
-> class 2\|2 [0.904]
Rule 22/265: (16.1/0.8, lift 10.5)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.606483
PC8 <= 0.06156064
PC12 <= 0.4599915
PC16 <= 0.3364123
PC29 > -0.2440588
PC29 <= 0.2790949
PC45 > 0.2825942
-> class 2\|2 [0.900]
Rule 22/266: (8, lift 10.5)
PC1 <= -0.430681
PC8 > 1.53143
PC8 <= 2.291764
PC22 <= -0.7614354
PC36 <= -0.4333519
-> class 2\|2 [0.899]
Rule 22/267: (7.8, lift 10.5)
PC1 <= -0.430681
PC8 > 1.53143
PC8 <= 2.291764
PC20 > 0.4882125
-> class 2\|2 [0.898]
Rule 22/268: (50.6/5.3, lift 10.3)
PC1 > -0.430681
PC1 <= 7.82627
PC2 <= 2.606483
PC4 > -1.09963
PC6 > -2.501723
PC8 > -3.76792
PC9 <= -0.4262954
PC16 <= 0.8572028
PC18 <= 0.2243217
PC19 > -1.326658
PC62 <= 0.4552628
PC87 > -0.3763801
PC98 > -0.08092864
-> class 2\|2 [0.880]
Rule 22/269: (33.2/3.7, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.606483
PC4 > -0.3568845
PC8 > -2.684477
PC28 > -0.2528225
PC29 > 0.2790949
PC64 > 0.0402719
-> class 2\|2 [0.865]
Rule 22/270: (4.6, lift 9.9)
PC1 <= -0.430681
PC8 <= -2.684477
PC28 > 0.1774388
PC68 > -0.002589414
-> class 2\|2 [0.849]
Rule 22/271: (19.5/2.5, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC43 <= 0.4682116
PC44 <= 0.6114218
PC79 > -0.04100212
PC81 > 0.2515733
-> class 2\|2 [0.836]
Rule 22/272: (20.9/3, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 2.291764
PC22 <= -0.7614354
PC33 <= -0.2940664
-> class 2\|2 [0.826]
Rule 22/273: (37.1/6.2, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC20 <= -0.1837789
PC22 <= 1.178517
PC27 > -0.2334193
PC29 > -0.2440588
PC44 <= 0.3277484
PC46 <= 1.184859
PC63 <= 0.08632769
PC68 > -0.3969449
-> class 2\|2 [0.815]
Rule 22/274: (17.8/3.4, lift 9.1)
PC1 <= -0.430681
PC2 <= -1.025067
PC6 > 1.879764
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
-> class 2\|2 [0.775]
Rule 22/275: (37.2/8.5, lift 8.9)
PC1 <= -0.430681
PC8 <= -2.684477
PC46 > 0.4325333
PC68 <= -0.002589414
-> class 2\|2 [0.759]
Rule 22/276: (26.4/6.3, lift 8.7)
PC1 > -0.430681
PC2 <= 2.606483
PC6 <= -2.501723
PC8 > -3.76792
PC12 <= 2.673064
PC43 <= 0.7139086
PC71 <= -0.5091391
-> class 2\|2 [0.742]
Rule 22/277: (12.8/3.1, lift 8.4)
PC1 > -0.8805534
PC1 <= -0.430681
PC2 <= 2.606483
PC8 <= 0.06156064
PC28 > -0.2528225
PC44 > 0.3277484
PC68 > -0.9236496
-> class 2\|2 [0.720]
Rule 22/278: (12.4/3.1, lift 8.4)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.06156064
PC8 <= 2.291764
PC22 > -0.7614354
PC62 > -1.319855
PC66 > 0.5910538
PC89 > -0.1884487
-> class 2\|2 [0.715]
Rule 22/279: (21/8.2, lift 7.1)
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC10 <= -0.1951685
PC19 > -3.372376
PC22 <= 1.178517
PC28 > -0.2528225
PC45 > 0.2825942
-> class 2\|2 [0.603]
Rule 22/280: (34.2, lift 8.1)
PC8 <= -2.684477
PC16 <= 0.1167601
PC31 <= -0.9772325
PC46 <= -0.4944274
PC86 > -0.3427624
-> class 2\|3 [0.972]
Rule 22/281: (53.7/1.3, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.684477
PC85 > 0.3236245
PC86 <= -0.3427624
-> class 2\|3 [0.959]
Rule 22/282: (21.5, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= -2.511429
PC23 <= 2.314873
PC28 > -0.2528225
PC68 <= -0.3969449
-> class 2\|3 [0.957]
Rule 22/283: (160.2/7.1, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.684477
PC11 > -4.669395
PC46 > -0.4944274
PC46 <= 0.4325333
PC49 > 0.1459025
-> class 2\|3 [0.950]
Rule 22/284: (277.7/14.7, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC19 > -3.372376
PC20 > -0.1837789
PC27 > -0.2334193
PC40 > -0.7124605
PC44 <= 0.3277484
PC45 <= 0.2825942
PC52 > -0.2678694
PC57 > -0.588321
PC63 <= 0.08632769
PC68 > -0.3969449
PC99 <= 0.6702268
-> class 2\|3 [0.944]
Rule 22/285: (15.4, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC24 > 1.530555
-> class 2\|3 [0.943]
Rule 22/286: (33.9/3.5, lift 7.3)
PC2 > -9.307465
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC11 <= 4.365633
PC22 <= 1.178517
PC23 <= 2.314873
PC28 > -0.2528225
PC29 > -0.2440588
PC75 <= -2.181023
-> class 2\|3 [0.875]
Rule 22/287: (34.7/9, lift 6.1)
PC1 > -0.430681
PC2 <= 2.606483
PC8 <= 0.169534
PC9 <= 0.4976352
PC15 > -0.6049531
PC18 > 0.2243217
PC45 > 0.07133837
-> class 2\|3 [0.729]
Rule 22/288: (12229.6/9848.6, lift 1.6)
PC2 <= 2.606483
-> class 2\|3 [0.195]
Rule 22/289: (119.4, lift 21.6)
PC1 <= -0.430681
PC11 <= -4.669395
-> class 2\|4 [0.992]
Rule 22/290: (113.4, lift 21.6)
PC2 <= 2.606483
PC8 <= -2.684477
PC11 <= 4.843151
PC16 <= 0.1167601
PC17 <= 0.9555426
PC31 > -0.9772325
PC46 <= -0.4944274
PC62 <= 0.9130637
PC85 > 0.3236245
-> class 2\|4 [0.991]
Rule 22/291: (109.3/0.8, lift 21.5)
PC1 <= -0.430681
PC4 <= 0.0297179
PC8 <= -2.684477
PC19 <= -1.229097
PC46 <= 0.4325333
PC53 <= 1.357876
PC72 > 0.07028144
PC85 <= 0.3236245
PC87 > 0.2562399
PC90 > -0.8241405
-> class 2\|4 [0.984]
Rule 22/292: (129.1/1.3, lift 21.4)
PC8 <= -2.684477
PC11 <= 4.843151
PC29 <= 0.2995083
PC46 <= 0.4325333
PC85 > 0.8051302
-> class 2\|4 [0.983]
Rule 22/293: (56.1, lift 21.5)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 <= -1.229097
PC46 <= -0.517983
PC72 <= 0.07028144
-> class 2\|4 [0.983]
Rule 22/294: (77.3/0.7, lift 21.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 <= -1.229097
PC46 > -0.517983
PC46 <= 0.4325333
PC56 <= -0.2409004
-> class 2\|4 [0.978]
Rule 22/295: (248.7/11.7, lift 20.7)
PC8 <= -2.684477
PC16 <= 0.1167601
PC17 <= 0.9555426
PC25 <= 0.2943478
PC39 <= 0.2315461
PC46 <= 0.4325333
PC49 <= 0.1459025
PC57 > -0.08951001
PC62 <= 0.9130637
PC85 > 0.3236245
PC86 > -0.3427624
PC93 <= 0.4525987
-> class 2\|4 [0.949]
Rule 22/296: (17.8, lift 20.6)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= 0.06156064
PC19 <= -3.372376
PC73 > 0.2751132
-> class 2\|4 [0.945]
Rule 22/297: (42.9/2, lift 20.4)
PC2 <= 2.606483
PC8 <= -2.684477
PC18 <= -0.08539058
PC27 > -0.2710112
PC46 <= 0.4325333
PC57 > 0.4796015
-> class 2\|4 [0.934]
Rule 22/298: (119.1/8.9, lift 20.1)
PC1 > -0.430681
PC2 <= 2.606483
PC8 <= -3.76792
PC14 <= 1.576791
PC35 <= 0.844696
PC43 > -0.1397224
-> class 2\|4 [0.919]
Rule 22/299: (9.1, lift 19.9)
PC1 <= -0.430681
PC19 <= -3.372376
PC96 > 0.3121356
-> class 2\|4 [0.910]
Rule 22/300: (19.5/2.7, lift 18.0)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 > -1.229097
PC46 <= 0.4325333
PC85 > 0.1983153
PC85 <= 0.2130913
-> class 2\|4 [0.826]
Rule 22/301: (43.3/7.2, lift 17.9)
PC1 <= -0.430681
PC2 <= 2.606483
PC4 > -0.3568845
PC8 > -2.684477
PC8 <= 0.06156064
PC29 > 0.2790949
PC49 <= 0.1124635
PC64 <= 0.0402719
-> class 2\|4 [0.820]
Rule 22/302: (12.7/1.9, lift 17.4)
PC2 <= 2.606483
PC8 > -2.711292
PC8 <= -2.684477
PC19 > -1.229097
PC27 > -0.2710112
PC85 <= 0.3236245
-> class 2\|4 [0.799]
Rule 22/303: (21.8/4, lift 17.2)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.606483
PC8 > -2.684477
PC8 <= 0.06156064
PC22 > 1.178517
PC67 <= -0.08501021
PC100 <= 3.830744
-> class 2\|4 [0.790]
Rule 22/304: (23.1/5.5, lift 16.2)
PC1 <= -0.430681
PC8 <= -2.684477
PC46 <= 0.4325333
PC93 <= -3.13408
-> class 2\|4 [0.743]
Rule 22/305: (54.8/14.2, lift 16.0)
PC8 <= -2.684477
PC27 <= -0.2710112
PC48 <= -0.5512698
-> class 2\|4 [0.732]
Default class: 2\|3
----- Trial 23: -----
Rules:
Rule 23/1: (108.3, lift 15.9)
PC2 > 2.5099
PC7 > -1.020679
PC11 > -0.08823227
PC15 > -0.1832734
PC18 > 1.27392
PC24 <= -2.765275
PC56 <= 1.207356
PC80 <= 0.5240754
-> class 0\|0 [0.991]
Rule 23/2: (85.8, lift 15.9)
PC9 > -0.3333247
PC11 > -0.08823227
PC15 > -0.1832734
PC18 > 1.27392
PC31 > -0.2922627
PC56 <= 1.207356
PC59 > -1.597364
PC63 > -1.871282
PC63 <= -0.8731353
-> class 0\|0 [0.988]
Rule 23/3: (75.4, lift 15.9)
PC8 > 0.2398475
PC11 > -0.08823227
PC18 > 1.27392
PC63 > -1.871282
-> class 0\|0 [0.987]
Rule 23/4: (340.4/5.7, lift 15.8)
PC2 <= 6.533372
PC6 > -0.9053789
PC11 > -0.08823227
PC14 > -0.4357702
PC15 > -0.1832734
PC16 > -1.229006
PC17 > -0.264261
PC18 > 1.27392
PC31 > -0.2922627
PC42 <= 1.595961
PC54 <= 1.148667
PC56 > -1.775742
PC56 <= 1.207356
PC60 <= -0.1089395
PC71 <= 0.2866257
PC78 > -0.7774209
PC80 <= 0.5240754
PC87 <= 0.3123436
PC93 <= 1.218549
PC97 <= 0.3849054
PC100 > -0.5678491
-> class 0\|0 [0.980]
Rule 23/5: (78.5/0.8, lift 15.7)
PC2 <= 6.710935
PC9 > -0.3333247
PC11 > -0.08823227
PC15 > -0.1832734
PC18 > 1.27392
PC31 > -0.2922627
PC63 > -1.871282
PC79 <= -1.937226
-> class 0\|0 [0.977]
Rule 23/6: (27.1, lift 15.5)
PC11 > -0.08823227
PC13 > -0.7790086
PC15 <= -0.1832734
PC18 > 1.27392
-> class 0\|0 [0.966]
Rule 23/7: (264/9.3, lift 15.5)
PC5 <= 1.858863
PC9 > -0.3333247
PC18 > 1.27392
PC21 <= 0.4791392
PC22 > -0.4960029
PC53 <= -0.8814516
PC56 <= 1.207356
-> class 0\|0 [0.961]
Rule 23/8: (352.1/14.7, lift 15.4)
PC2 <= 6.533372
PC4 > -9.250724
PC6 > -0.9053789
PC11 > -0.07424274
PC15 > 0.1011759
PC16 > -1.229006
PC17 > -0.264261
PC18 > 1.27392
PC29 > -1.342226
PC31 > -0.2922627
PC42 <= 1.595961
PC54 <= 1.148667
PC56 > -1.775742
PC59 > -1.597364
PC65 <= 0.03449475
PC71 <= 0.2866257
PC78 > -0.7774209
PC80 <= 0.5240754
PC87 <= 0.3123436
PC93 <= 1.218549
PC97 <= 0.3849054
-> class 0\|0 [0.956]
Rule 23/9: (18.4, lift 15.3)
PC1 > -0.6699082
PC9 <= -0.3333247
PC18 > 3.491351
PC56 <= -0.4501625
-> class 0\|0 [0.951]
Rule 23/10: (18, lift 15.3)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC44 > 1.810453
PC56 <= 1.207356
PC63 > -1.871282
-> class 0\|0 [0.950]
Rule 23/11: (16.6, lift 15.2)
PC4 <= 11.99069
PC18 > 7.737849
-> class 0\|0 [0.946]
Rule 23/12: (19.5/0.3, lift 15.1)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC31 <= -0.2922627
PC56 <= 1.207356
PC63 > -1.871282
PC98 <= -0.6274429
-> class 0\|0 [0.941]
Rule 23/13: (12.3, lift 15.0)
PC2 > 2.5099
PC9 > -0.3333247
PC14 > 0.4389991
PC17 <= -0.264261
PC18 > 1.27392
PC40 > -2.105604
PC56 <= 1.207356
PC63 > -1.871282
-> class 0\|0 [0.930]
Rule 23/14: (41.9/2.1, lift 14.9)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC21 > 0.4791392
PC56 <= 1.207356
-> class 0\|0 [0.929]
Rule 23/15: (50/4.1, lift 14.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1706467
PC18 > -0.4683644
PC18 <= 1.27392
PC71 <= 0.06872494
-> class 0\|0 [0.901]
Rule 23/16: (7.4, lift 14.4)
PC1 > -0.5786658
PC9 <= -0.3333247
PC18 > 3.491351
-> class 0\|0 [0.893]
Rule 23/17: (56.6/8.8, lift 13.4)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4683644
PC18 <= 1.27392
PC47 <= -0.9183904
-> class 0\|0 [0.832]
Rule 23/18: (5.8/0.4, lift 13.2)
PC4 <= -9.250724
PC18 > 1.27392
PC72 > 0.3665488
-> class 0\|0 [0.818]
Rule 23/19: (40.5/7.6, lift 12.8)
PC3 <= 1.640775
PC9 > -0.3333247
PC16 <= -0.1437079
PC18 > -0.4683644
PC40 <= -2.105604
-> class 0\|0 [0.798]
Rule 23/20: (9.2/1.8, lift 12.1)
PC4 <= 11.99069
PC9 <= -0.3333247
PC18 > 3.491351
PC98 <= -2.962877
-> class 0\|0 [0.751]
Rule 23/21: (21.8/9.3, lift 9.1)
PC2 > 2.5099
PC9 > -0.3333247
PC11 <= -0.08823227
PC17 > -0.264261
PC100 <= -0.4387482
-> class 0\|0 [0.568]
Rule 23/22: (177.9/0.3, lift 11.7)
PC6 > -0.9053789
PC8 <= 0.2398475
PC15 <= 0.1011759
PC18 > 1.27392
PC21 <= 0.4791392
PC24 > -2.765275
PC40 > -2.105604
PC53 > -0.8814516
PC56 > -1.775742
PC59 > -1.597364
PC60 > -0.1089395
PC63 > -1.871282
-> class 0\|1 [0.993]
Rule 23/23: (117.4, lift 11.7)
PC8 <= 0.2398475
PC9 > -0.3333247
PC13 <= -0.7790086
PC15 <= -0.1832734
PC18 > 1.27392
PC21 <= 0.4791392
PC53 > -0.8814516
PC59 > -1.597364
-> class 0\|1 [0.992]
Rule 23/24: (107, lift 11.6)
PC1 <= -0.5786658
PC9 <= -0.3333247
PC13 <= 11.33877
PC18 > 3.491351
PC18 <= 7.737849
PC56 > -0.4501625
PC98 > -2.962877
-> class 0\|1 [0.991]
Rule 23/25: (96.5, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.3333247
PC18 > -0.4683644
PC18 <= 1.27392
PC21 > -0.8847952
PC46 <= -0.3204695
PC47 > -0.9183904
-> class 0\|1 [0.990]
Rule 23/26: (101.5, lift 11.6)
PC2 > 2.5099
PC9 > -0.3333247
PC14 <= 0.4389991
PC17 <= -0.264261
PC18 > 1.27392
PC53 > -0.8814516
-> class 0\|1 [0.990]
Rule 23/27: (80.4, lift 11.6)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC31 <= -0.2922627
PC53 > -0.8814516
PC98 > -0.6274429
-> class 0\|1 [0.988]
Rule 23/28: (105.3/0.4, lift 11.6)
PC2 > 2.5099
PC9 > -0.3333247
PC11 > -0.08823227
PC17 > -0.264261
PC18 > -0.4683644
PC24 > -2.765275
PC53 > -0.8814516
PC79 > -1.937226
PC80 <= 0.5240754
PC87 > 0.3123436
PC100 > -0.5678491
-> class 0\|1 [0.987]
Rule 23/29: (69.1, lift 11.6)
PC2 > 2.5099
PC9 > -0.3333247
PC14 <= -0.4357702
PC18 > 1.27392
PC24 > -2.765275
PC63 > -1.871282
PC71 <= 0.2866257
PC79 > -1.937226
-> class 0\|1 [0.986]
Rule 23/30: (79.9/0.2, lift 11.6)
PC2 > 6.533372
PC4 > -9.250724
PC9 > -0.3333247
PC17 > -0.264261
PC18 > 1.27392
PC24 > -2.765275
PC29 > -1.342226
PC53 > -0.8814516
PC63 > -0.8731353
-> class 0\|1 [0.985]
Rule 23/31: (53.9, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC46 <= -1.318277
PC53 <= -0.07785356
-> class 0\|1 [0.982]
Rule 23/32: (51.4, lift 11.5)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC56 > 1.207356
-> class 0\|1 [0.981]
Rule 23/33: (67.2/0.4, lift 11.5)
PC8 <= 0.2398475
PC9 > -0.3333247
PC11 > -0.08823227
PC16 > -1.229006
PC18 > 1.27392
PC21 <= 0.4791392
PC24 > -2.765275
PC53 > -0.8814516
PC65 > 0.03449475
PC79 > -1.937226
PC97 <= 0.3849054
-> class 0\|1 [0.980]
Rule 23/34: (41.9, lift 11.5)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC40 > -2.105604
PC53 > -0.8814516
PC63 <= -1.871282
-> class 0\|1 [0.977]
Rule 23/35: (40, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -1.020679
PC8 <= 0.2398475
PC11 > -0.08823227
PC53 > -0.8814516
PC63 > -1.871282
-> class 0\|1 [0.976]
Rule 23/36: (56.7/0.4, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -9.250724
PC9 > -0.3333247
PC18 > -0.4683644
PC53 > -0.8814516
PC54 > 1.148667
PC59 > -1.597364
PC80 <= 0.5240754
PC93 <= 1.218549
-> class 0\|1 [0.976]
Rule 23/37: (36.1, lift 11.4)
PC2 > 2.5099
PC2 <= 6.710935
PC3 <= 1.640775
PC11 > -0.07424274
PC18 > -0.4683644
PC29 > -1.342226
PC40 > -2.105604
PC56 <= 1.207356
PC63 > -0.8731353
PC65 <= 0.03449475
PC78 <= -0.7774209
PC79 > -1.937226
-> class 0\|1 [0.974]
Rule 23/38: (35.2, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.9053789
PC8 <= 0.2398475
PC11 > -0.08823227
PC17 > -0.264261
PC18 > -0.4683644
PC21 <= 0.4791392
PC40 > -2.105604
PC56 <= 1.207356
PC59 > -1.597364
PC80 <= 0.5240754
-> class 0\|1 [0.973]
Rule 23/39: (35, lift 11.4)
PC9 > -0.3333247
PC17 > -0.264261
PC18 > 1.27392
PC42 > 1.595961
PC63 > -0.8731353
-> class 0\|1 [0.973]
Rule 23/40: (54.2/0.6, lift 11.4)
PC9 <= -0.3333247
PC30 > 4.755065
PC47 <= 4.410915
-> class 0\|1 [0.971]
Rule 23/41: (91.9/2.1, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.06120756
PC15 > -1.081157
PC18 > -1.136285
PC18 <= -0.4683644
PC39 > -0.8925726
PC42 <= 0.4535916
PC59 > 0.2469788
PC71 > -0.2257536
-> class 0\|1 [0.967]
Rule 23/42: (53.4/1, lift 11.3)
PC9 > -0.3333247
PC11 > -0.08823227
PC18 > 1.27392
PC21 <= 0.4791392
PC44 <= 1.810453
PC53 > -0.8814516
PC59 <= -1.597364
-> class 0\|1 [0.965]
Rule 23/43: (24.5, lift 11.3)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > -0.4683644
PC18 <= 1.27392
PC40 > -2.105604
PC42 > 1.160031
PC63 <= -1.070446
-> class 0\|1 [0.962]
Rule 23/44: (22.2, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.04928153
PC9 <= -0.3333247
PC18 > -0.4683644
PC18 <= 3.491351
PC40 > -0.0231578
-> class 0\|1 [0.959]
Rule 23/45: (21.7, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 1.858863
PC9 > -0.3333247
PC18 > -0.4683644
PC21 <= 0.4791392
PC53 <= -0.8814516
-> class 0\|1 [0.958]
Rule 23/46: (37.3/0.7, lift 11.3)
PC8 <= 0.2398475
PC9 > -0.3333247
PC11 > -0.08823227
PC18 > 1.27392
PC21 <= 0.4791392
PC40 > -2.105604
PC53 > -0.8814516
PC80 > 0.5240754
-> class 0\|1 [0.958]
Rule 23/47: (21.5, lift 11.2)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > -0.4683644
PC82 <= -2.757949
-> class 0\|1 [0.957]
Rule 23/48: (143.3/5.5, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC16 > 0.398473
PC18 > -0.4683644
PC18 <= 1.27392
PC21 > -0.8847952
PC39 <= 0.6287152
PC42 <= 1.160031
PC47 <= 0.7507997
PC58 <= 1.329784
PC67 > -0.2780699
-> class 0\|1 [0.956]
Rule 23/49: (121.5/4.4, lift 11.2)
PC2 > 6.710935
PC9 > -0.3333247
PC17 > -0.264261
PC18 > 1.27392
PC24 > -2.765275
PC53 > -0.8814516
PC80 <= 0.5240754
-> class 0\|1 [0.956]
Rule 23/50: (28.2/0.5, lift 11.2)
PC9 > -0.3333247
PC18 > 1.27392
PC31 > -0.2922627
PC44 <= 1.810453
PC53 > -0.8814516
PC93 > 1.218549
-> class 0\|1 [0.950]
Rule 23/51: (55.4/1.9, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.2398475
PC9 > -0.3333247
PC11 > -0.08823227
PC11 <= -0.07424274
PC17 > -0.264261
PC24 > -2.765275
PC56 > -1.775742
PC79 > -1.937226
-> class 0\|1 [0.949]
Rule 23/52: (286.8/15.1, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC9 > -0.3333247
PC18 > 0.1406333
PC18 <= 1.27392
PC21 > -0.8847952
PC42 <= 1.160031
PC47 > -0.9183904
PC47 <= 0.7507997
PC73 > -1.933237
PC97 <= 2.668597
-> class 0\|1 [0.944]
Rule 23/53: (163.3/12.3, lift 10.8)
PC2 <= 6.710935
PC8 <= 0.2398475
PC9 > -0.3333247
PC11 > -0.08823227
PC18 > -0.4683644
PC24 > -2.765275
PC29 <= -1.342226
PC59 > -1.597364
PC79 > -1.937226
PC87 <= 0.3123436
-> class 0\|1 [0.920]
Rule 23/54: (20.1/1.1, lift 10.6)
PC2 > 2.5099
PC9 > -0.3333247
PC18 > 1.27392
PC24 > -2.765275
PC53 > -0.8814516
PC56 <= -1.775742
PC100 > -0.5678491
-> class 0\|1 [0.906]
Rule 23/55: (134.8/12.5, lift 10.6)
PC1 <= -0.6699082
PC9 <= -0.3333247
PC13 <= 11.33877
PC18 > 3.491351
PC18 <= 7.737849
PC47 > -1.647109
PC98 > -2.962877
-> class 0\|1 [0.901]
Rule 23/56: (68/6, lift 10.6)
PC9 > -0.3333247
PC11 <= -0.08823227
PC18 > 1.27392
PC40 > -2.105604
PC53 > -0.8814516
PC100 > -0.4387482
-> class 0\|1 [0.900]
Rule 23/57: (54.6/5.1, lift 10.5)
PC2 > 2.5099
PC2 <= 6.710935
PC3 <= 1.640775
PC4 > -9.250724
PC9 > -0.3333247
PC15 > -0.1832734
PC16 > -1.229006
PC18 > -0.4683644
PC24 > -2.765275
PC42 <= 1.595961
PC53 > -0.8814516
PC56 <= 1.207356
PC71 > 0.2866257
PC79 > -1.937226
PC97 <= 0.3849054
-> class 0\|1 [0.892]
Rule 23/58: (41/3.9, lift 10.4)
PC9 > -0.3333247
PC18 > 1.27392
PC22 <= -0.4960029
PC53 <= -0.8814516
-> class 0\|1 [0.886]
Rule 23/59: (197.8/21.8, lift 10.4)
PC2 > 2.5099
PC8 <= 0.2398475
PC9 > -0.3333247
PC11 > -0.08823227
PC17 > -0.264261
PC18 > -0.4683644
PC24 > -2.765275
PC53 > -0.8814516
PC59 > -1.597364
PC79 > -1.937226
PC80 <= 0.5240754
PC97 > 0.3849054
-> class 0\|1 [0.886]
Rule 23/60: (6.2, lift 10.3)
PC4 <= -7.83144
PC35 <= -0.5198501
-> class 0\|1 [0.878]
Rule 23/61: (53/6.4, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.2398475
PC9 > -0.3333247
PC16 <= -1.229006
PC18 > -0.4683644
PC24 > -2.765275
PC53 > -0.8814516
PC63 > -1.871282
PC79 > -1.937226
-> class 0\|1 [0.866]
Rule 23/62: (28.6/4.7, lift 9.6)
PC18 <= -1.136285
PC46 > -1.318277
PC78 > 2.841389
PC79 > -0.2786686
-> class 0\|1 [0.814]
Rule 23/63: (71.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2312515
PC18 > -2.15512
PC18 <= -1.136285
PC22 > 0.04149825
PC38 <= 1.113855
PC44 <= 0.7025727
PC78 <= 2.841389
PC80 > -0.2531276
-> class 0\|2 [0.985]
Rule 23/64: (49.5, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.83144
PC16 <= 1.104762
PC18 <= -1.136285
PC20 > -2.752749
PC41 > 0.0955352
PC80 <= -0.2531276
-> class 0\|2 [0.981]
Rule 23/65: (85.4/1.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.136285
PC20 > -2.752749
PC31 <= 0.1819614
PC44 > 0.7025727
PC60 > -0.886814
PC73 <= 2.638134
PC76 <= 2.143636
PC80 > -0.2531276
-> class 0\|2 [0.976]
Rule 23/66: (63.4/0.7, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > 0.5260199
PC18 <= -0.4683644
PC39 > -1.122948
PC76 > 0.7086684
PC78 <= 2.841389
-> class 0\|2 [0.974]
Rule 23/67: (40.8/0.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.4683644
PC42 <= 0.4535916
PC49 <= 1.352244
PC59 > 0.2469788
PC71 <= -0.2257536
-> class 0\|2 [0.974]
Rule 23/68: (30.2, lift 10.0)
PC4 > -7.83144
PC16 <= 1.104762
PC18 <= -1.136285
PC20 > 2.091965
PC49 <= 1.352244
PC76 <= 2.143636
PC80 <= -0.2531276
-> class 0\|2 [0.969]
Rule 23/69: (34/0.2, lift 10.0)
PC3 > -6.006393
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.136285
PC20 > -2.752749
PC28 <= -1.436036
PC40 > -2.798079
PC73 <= 2.638134
PC80 <= -0.2531276
-> class 0\|2 [0.966]
Rule 23/70: (24.9, lift 9.9)
PC2 > 2.5099
PC6 <= 0.1706467
PC18 > -0.4683644
PC18 <= 0.1406333
PC39 > 0.6287152
PC42 <= 1.160031
PC46 > -0.3204695
-> class 0\|2 [0.963]
Rule 23/71: (57.9/2.3, lift 9.8)
PC10 <= -5.616605
PC18 <= -2.15512
PC46 > -1.318277
PC73 <= 2.638134
PC92 <= 1.144037
-> class 0\|2 [0.945]
Rule 23/72: (16.1, lift 9.8)
PC12 > -0.1216799
PC18 <= -1.136285
PC36 <= 1.146734
PC39 > -1.122948
PC51 <= 0.7101347
PC63 > 1.173145
PC76 <= 0.7086684
PC78 <= 2.841389
PC93 <= 0.9257153
-> class 0\|2 [0.945]
Rule 23/73: (22.4/0.4, lift 9.7)
PC18 <= -2.15512
PC36 <= 1.146734
PC39 > -1.122948
PC46 > -1.318277
PC57 > 1.65417
PC93 <= 0.9257153
-> class 0\|2 [0.943]
Rule 23/74: (33.1/1.3, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > 0.4035416
PC17 > 1.426843
PC18 <= 3.491351
PC36 > -1.486655
-> class 0\|2 [0.936]
Rule 23/75: (12.5, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.136285
PC20 > -2.752749
PC31 > 0.1819614
PC46 > -1.318277
PC46 <= -0.2589219
-> class 0\|2 [0.931]
Rule 23/76: (8.8, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -0.4683644
PC20 > -2.752749
PC31 <= 0.1819614
PC62 <= -1.402499
PC76 <= 2.143636
-> class 0\|2 [0.908]
Rule 23/77: (23.3/1.4, lift 9.3)
PC2 <= 3.357545
PC18 <= -2.15512
PC39 > -1.122948
PC46 > -1.318277
PC76 > 0.7086684
-> class 0\|2 [0.905]
Rule 23/78: (321/32.7, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2312515
PC18 > -2.15512
PC18 <= -1.136285
PC20 > -2.752749
PC31 <= 0.1819614
PC38 <= 1.113855
PC40 > -2.798079
PC41 <= 0.2175477
PC60 > -0.886814
PC76 <= 2.143636
PC78 <= 2.841389
PC80 > -0.2531276
PC100 <= 0.5168617
-> class 0\|2 [0.896]
Rule 23/79: (8.3/0.1, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC76 > 0.7086684
PC76 <= 0.7121614
-> class 0\|2 [0.892]
Rule 23/80: (15.9/1.1, lift 9.1)
PC3 <= 1.640775
PC5 <= -0.7144042
PC18 <= -2.15512
PC46 > -1.318277
PC78 <= 2.841389
PC93 <= 0.9257153
-> class 0\|2 [0.884]
Rule 23/81: (9.3/0.4, lift 9.1)
PC18 > -2.15512
PC18 <= -0.4683644
PC20 <= -2.752749
PC49 <= 1.352244
PC60 <= -0.6743603
PC78 <= 2.841389
-> class 0\|2 [0.879]
Rule 23/82: (5.5, lift 8.9)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 1.27392
PC47 > -0.9183904
PC97 > 2.668597
-> class 0\|2 [0.866]
Rule 23/83: (24.1/3.1, lift 8.7)
PC18 <= -2.15512
PC33 <= 4.403874
PC46 > -1.318277
PC67 <= -0.4942729
PC73 <= 2.638134
PC78 <= 2.841389
-> class 0\|2 [0.842]
Rule 23/84: (111.8/22.8, lift 8.2)
PC4 > -7.83144
PC18 <= -2.15512
PC39 > -1.122948
PC40 > -2.798079
PC51 > 0.7101347
PC93 <= 0.9257153
-> class 0\|2 [0.791]
Rule 23/85: (11.8/1.9, lift 8.1)
PC18 > -2.15512
PC18 <= -1.136285
PC20 <= -2.752749
PC49 <= 1.352244
PC65 > 0.4639324
PC78 <= 2.841389
-> class 0\|2 [0.789]
Rule 23/86: (46/9.9, lift 8.0)
PC18 <= -2.15512
PC34 <= -2.33633
PC39 > -1.122948
PC40 > -2.798079
-> class 0\|2 [0.772]
Rule 23/87: (52.1/17.8, lift 6.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC46 <= -1.318277
PC53 > -0.07785356
-> class 0\|2 [0.652]
Rule 23/88: (7935.3/6004.2, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.243]
Rule 23/89: (78.9, lift 11.1)
PC2 > 2.5099
PC4 <= 9.305666
PC10 > -5.616605
PC18 <= -2.15512
PC39 <= -1.122948
PC46 > -1.318277
PC95 > -3.301922
-> class 0\|3 [0.988]
Rule 23/90: (59.5, lift 11.0)
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.136285
PC20 > -2.752749
PC31 > 0.1819614
PC46 > -0.2589219
PC89 <= 0.1030307
-> class 0\|3 [0.984]
Rule 23/91: (59.9, lift 11.0)
PC4 <= 9.305666
PC17 <= 0.8093952
PC18 <= -1.136285
PC73 > 2.638134
PC78 <= 2.841389
-> class 0\|3 [0.984]
Rule 23/92: (87.2/0.5, lift 11.0)
PC2 > 2.5099
PC4 <= 9.305666
PC18 > -2.15512
PC18 <= -1.136285
PC20 <= -2.752749
PC60 > -0.6743603
PC65 <= 0.4639324
-> class 0\|3 [0.983]
Rule 23/93: (55.8, lift 11.0)
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 9.305666
PC18 > -2.15512
PC18 <= -1.136285
PC22 <= 0.04149825
PC34 > -3.30041
PC78 <= 2.841389
PC100 > 0.5168617
-> class 0\|3 [0.982]
Rule 23/94: (49.1, lift 11.0)
PC2 > 2.5099
PC18 <= -0.4683644
PC46 > -1.318277
PC49 > 1.352244
-> class 0\|3 [0.980]
Rule 23/95: (45.9, lift 11.0)
PC4 <= 9.305666
PC18 <= -1.136285
PC40 <= -2.798079
PC46 > -1.318277
-> class 0\|3 [0.979]
Rule 23/96: (48.6/0.1, lift 11.0)
PC2 > 2.5099
PC4 > -7.83144
PC18 <= -1.136285
PC41 > 0.2175477
PC44 <= 0.7025727
PC46 > -1.318277
PC80 > -0.2531276
-> class 0\|3 [0.978]
Rule 23/97: (117.6/1.7, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 9.305666
PC18 <= -2.15512
PC33 <= 4.403874
PC36 <= 1.146734
PC73 <= 2.638134
PC78 <= 2.841389
PC93 > 0.9257153
-> class 0\|3 [0.977]
Rule 23/98: (35.3, lift 10.9)
PC2 > 2.5099
PC18 > -0.4683644
PC36 > -1.486655
PC83 <= -3.943858
-> class 0\|3 [0.973]
Rule 23/99: (32.1, lift 10.9)
PC4 > -7.83144
PC4 <= -7.023084
PC7 <= 0.5260199
PC18 <= -2.15512
PC86 > 0.03629697
-> class 0\|3 [0.971]
Rule 23/100: (31.4, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC47 > 4.410915
-> class 0\|3 [0.970]
Rule 23/101: (35.7/0.2, lift 10.9)
PC3 <= -6.006393
PC4 <= 9.305666
PC18 <= -1.136285
-> class 0\|3 [0.969]
Rule 23/102: (30.3, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC33 <= -0.4589941
PC49 <= 1.352244
PC78 > 2.841389
-> class 0\|3 [0.969]
Rule 23/103: (181.4/4.9, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.305666
PC7 > -0.7461469
PC16 <= 1.104762
PC18 <= -1.136285
PC20 <= 2.091965
PC28 > -1.436036
PC41 <= 0.0955352
PC62 > -1.402499
PC79 > -2.141715
PC80 <= -0.2531276
-> class 0\|3 [0.968]
Rule 23/104: (62.5/1.1, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.9408
PC10 > -0.8472368
PC18 > -1.136285
PC18 <= -0.4683644
PC41 > -0.1143722
PC42 > 0.4535916
PC78 <= 0.9895724
PC79 <= 1.226561
-> class 0\|3 [0.967]
Rule 23/105: (138.3/3.9, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.04928153
PC9 <= -0.3333247
PC17 <= 1.426843
PC18 > -0.4683644
PC34 <= -0.4583307
PC36 > -1.486655
PC44 <= 0.3442192
-> class 0\|3 [0.965]
Rule 23/106: (22.3, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC16 > -0.1437079
PC18 > -0.4683644
PC40 <= -2.105604
PC79 <= -0.3304855
-> class 0\|3 [0.959]
Rule 23/107: (17.4, lift 10.6)
PC3 <= 1.640775
PC18 <= -0.4683644
PC57 <= -4.987637
PC79 <= -0.2786686
-> class 0\|3 [0.949]
Rule 23/108: (495.5/32.5, lift 10.5)
PC4 > -7.83144
PC4 <= 9.305666
PC5 > -0.7144042
PC7 <= 2.374857
PC10 > -5.616605
PC17 <= 0.63545
PC18 <= -2.15512
PC28 <= 3.004325
PC33 <= 4.403874
PC34 > -2.33633
PC36 <= 1.146734
PC43 <= 2.497728
PC46 > -1.318277
PC51 <= 0.7101347
PC57 <= 1.65417
PC63 <= 1.173145
PC76 <= 0.7086684
PC78 <= 2.841389
-> class 0\|3 [0.933]
Rule 23/109: (11.8, lift 10.4)
PC18 <= -0.4683644
PC33 > 4.403874
PC46 > -1.318277
PC71 <= -0.9018018
-> class 0\|3 [0.928]
Rule 23/110: (33.2/1.7, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2312515
PC18 <= -0.4683644
-> class 0\|3 [0.923]
Rule 23/111: (49.9/3.3, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.081157
PC18 > -1.136285
PC18 <= -0.4683644
-> class 0\|3 [0.917]
Rule 23/112: (9.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.4683644
PC42 <= 0.4535916
PC98 <= -1.626541
-> class 0\|3 [0.911]
Rule 23/113: (8.3, lift 10.1)
PC18 > -1.136285
PC18 <= -0.4683644
PC28 > 3.778366
-> class 0\|3 [0.903]
Rule 23/114: (206.5/22.1, lift 10.0)
PC2 > 3.357545
PC4 > -7.023084
PC7 <= 0.5260199
PC18 <= -2.15512
PC28 <= 3.004325
PC36 <= 1.146734
PC43 <= 2.497728
PC51 <= 0.7101347
PC57 <= 1.65417
PC67 > -0.4942729
PC76 > 0.7121614
-> class 0\|3 [0.889]
Rule 23/115: (34.8/4.1, lift 9.7)
PC3 <= 1.640775
PC4 <= 9.305666
PC18 > -2.15512
PC18 <= -1.136285
PC34 > -3.30041
PC76 > 2.143636
PC78 <= 2.841389
-> class 0\|3 [0.862]
Rule 23/116: (12.5/1.3, lift 9.5)
PC2 > 2.5099
PC8 <= 0.04928153
PC18 > -0.4683644
PC18 <= 3.491351
PC35 <= -0.8042532
PC36 > -1.486655
-> class 0\|3 [0.845]
Rule 23/117: (173.4/28.8, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.04928153
PC9 <= -0.3333247
PC18 <= 3.491351
PC22 <= -1.016577
PC36 > -1.486655
-> class 0\|3 [0.830]
Rule 23/118: (5.6/0.3, lift 9.3)
PC9 <= -0.3333247
PC18 > -0.4683644
PC18 <= 3.491351
PC36 <= -1.486655
PC57 > 3.338506
-> class 0\|3 [0.825]
Rule 23/119: (27/4.4, lift 9.1)
PC4 <= 9.305666
PC10 <= -5.616605
PC18 <= -1.136285
PC43 <= 2.497728
PC46 > -1.318277
PC92 > 1.144037
-> class 0\|3 [0.813]
Rule 23/120: (29.1/7.9, lift 8.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC42 <= 0.4535916
PC47 > 2.017782
-> class 0\|3 [0.713]
Rule 23/121: (1225/479.6, lift 6.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.305666
PC18 <= -1.136285
PC35 > -0.5198501
PC46 > -1.318277
PC78 <= 2.841389
PC87 <= 0.02911435
-> class 0\|3 [0.608]
Rule 23/122: (32.2/13.9, lift 6.3)
PC1 > -0.3832309
PC8 > -1.301106
PC10 <= -0.678562
PC83 <= -0.5299272
-> class 0\|3 [0.564]
Rule 23/123: (108/0.2, lift 21.9)
PC3 > 0.7432103
PC14 <= -1.84377
PC82 <= 0.1751347
-> class 1\|0 [0.989]
Rule 23/124: (64.8, lift 21.8)
PC3 > 1.640775
PC8 > -3.572983
PC16 <= -0.8953013
PC33 > -0.5413352
PC46 > -0.6492637
PC93 <= -0.4063965
-> class 1\|0 [0.984]
Rule 23/125: (75.7/0.4, lift 21.7)
PC2 <= 2.5099
PC3 > 0.7432103
PC10 > -0.678562
PC14 > -1.84377
PC17 <= -0.9507393
PC49 > -1.84221
PC68 <= -0.6957402
PC96 > 0.04961824
-> class 1\|0 [0.982]
Rule 23/126: (104/0.9, lift 21.7)
PC1 > -0.282883
PC2 > 2.5099
PC8 > -3.572983
PC16 <= -0.8953013
PC33 > -0.5413352
PC46 > -0.6492637
PC47 > -0.2824988
PC52 <= -0.008377787
PC65 > -0.1389549
PC88 > -0.3307451
PC92 <= 0.4954863
PC94 <= 0.04495868
-> class 1\|0 [0.982]
Rule 23/127: (33, lift 21.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.5655206
PC37 > 0.6575305
PC46 > -0.6492637
-> class 1\|0 [0.971]
Rule 23/128: (43.6/1, lift 21.2)
PC2 > 2.5099
PC3 > 1.640775
PC21 > -0.2093299
PC46 > -0.6492637
PC47 > 1.128175
-> class 1\|0 [0.957]
Rule 23/129: (17.8, lift 21.0)
PC1 > -0.3832309
PC9 > 0.255966
PC10 > -0.678562
PC21 > 0.9193565
-> class 1\|0 [0.949]
Rule 23/130: (50.7/2.5, lift 20.6)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.572983
PC12 <= -0.05653552
PC18 <= 0.7304769
PC46 > -0.6492637
PC62 <= -1.061222
PC88 > -0.3307451
PC92 <= 0.4289787
-> class 1\|0 [0.933]
Rule 23/131: (9.9, lift 20.3)
PC1 > -0.3832309
PC2 <= 2.5099
PC5 <= 9.646945
PC16 <= 0.8672903
PC17 > -0.9507393
PC19 > -1.326658
PC59 <= 0.9671425
PC69 > -0.6790085
PC92 > 0.4989451
-> class 1\|0 [0.916]
Rule 23/132: (17.8/1.6, lift 19.2)
PC3 > 0.7432103
PC5 <= 9.646945
PC8 > -1.301106
PC16 <= 0.8672903
PC19 > -1.326658
PC69 > -0.6790085
PC73 > -0.6866665
PC75 > 1.034728
-> class 1\|0 [0.867]
Rule 23/133: (23.1/3.7, lift 18.0)
PC3 > 0.7432103
PC8 > -1.301106
PC14 > -1.84377
PC15 <= -2.370731
PC16 <= 0.8672903
-> class 1\|0 [0.812]
Rule 23/134: (891.8/454.4, lift 10.9)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -1.301106
PC10 > -0.678562
PC21 <= 0.9193565
-> class 1\|0 [0.491]
Rule 23/135: (99, lift 15.6)
PC2 <= 2.5099
PC3 > 0.7432103
PC8 > -1.301106
PC17 <= -0.9507393
PC68 > -0.6957402
PC73 > -0.3373958
-> class 1\|1 [0.990]
Rule 23/136: (120.3/0.2, lift 15.6)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 <= 9.646945
PC8 > -0.6358801
PC10 > -0.678562
PC14 > -1.84377
PC15 > -2.370731
PC16 <= 0.8672903
PC17 > -0.9507393
PC19 > -1.326658
PC59 <= 0.9671425
PC69 > -0.6790085
PC73 > -0.6866665
PC75 <= 1.034728
PC92 <= 0.4989451
-> class 1\|1 [0.990]
Rule 23/137: (50.8, lift 15.5)
PC1 > -0.3832309
PC3 <= 0.7432103
PC8 > -1.301106
PC9 <= 0.5606682
PC10 > -0.678562
PC21 <= 0.9193565
PC25 <= -0.1210449
PC29 <= 0.1959157
PC42 <= 0.5507628
-> class 1\|1 [0.981]
Rule 23/138: (99.4/2, lift 15.3)
PC1 > -0.3832309
PC3 <= 0.7432103
PC9 > 0.5606682
PC10 > 0.9532421
PC44 > -1.972712
-> class 1\|1 [0.971]
Rule 23/139: (27.5/0.3, lift 15.1)
PC1 > -0.3832309
PC3 <= 0.6834592
PC9 > 0.5606682
PC10 > -0.678562
PC44 > -1.972712
PC50 <= -0.3260382
-> class 1\|1 [0.957]
Rule 23/140: (18.9, lift 15.0)
PC1 > -0.3832309
PC3 <= 0.7432103
PC8 > -1.301106
PC50 > -0.3260382
PC79 <= -0.2451161
-> class 1\|1 [0.952]
Rule 23/141: (18, lift 15.0)
PC1 > -0.3832309
PC3 <= 0.7432103
PC9 > 0.5606682
PC11 > 1.249153
PC44 > -1.972712
PC86 <= 0.2299839
-> class 1\|1 [0.950]
Rule 23/142: (18, lift 15.0)
PC3 > 0.7432103
PC14 <= -1.84377
PC82 > 0.1751347
PC89 <= 0.7568847
-> class 1\|1 [0.950]
Rule 23/143: (12.3, lift 14.7)
PC2 <= 2.5099
PC3 > 0.7432103
PC10 > -0.678562
PC14 > -1.84377
PC17 <= -0.9507393
PC49 > -1.84221
PC68 <= -0.6957402
PC96 <= 0.04961824
-> class 1\|1 [0.930]
Rule 23/144: (10.9, lift 14.6)
PC1 > -0.3832309
PC3 <= 0.7432103
PC10 > -0.678562
PC10 <= 0.9532421
PC50 > -0.3260382
PC68 > 0.9789073
PC86 > 0.2299839
-> class 1\|1 [0.922]
Rule 23/145: (12.5/0.5, lift 14.2)
PC2 <= 2.5099
PC6 <= -3.131424
PC8 <= -1.301106
PC19 <= -1.175106
-> class 1\|1 [0.900]
Rule 23/146: (7.7, lift 14.2)
PC1 > 13.61654
PC7 <= 2.95808
PC8 <= -1.301106
PC19 > -1.175106
-> class 1\|1 [0.897]
Rule 23/147: (6.9, lift 14.0)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -1.301106
PC10 > -0.678562
PC10 <= 0.9532421
PC48 > 0.2408725
PC86 > 0.2299839
-> class 1\|1 [0.887]
Rule 23/148: (18.2/1.9, lift 13.5)
PC1 > -0.3832309
PC3 <= 0.7432103
PC4 <= 0.4698969
PC9 > 0.5606682
PC44 > -1.972712
PC86 > 0.2299839
-> class 1\|1 [0.857]
Rule 23/149: (10.8/2.4, lift 11.6)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC37 > 1.185706
-> class 1\|1 [0.732]
Rule 23/150: (48.6/13.6, lift 11.2)
PC2 <= 2.5099
PC3 > 0.6834592
PC3 <= 0.7432103
PC8 > -1.301106
PC10 <= 0.9532421
PC44 > -1.972712
-> class 1\|1 [0.711]
Rule 23/151: (24.2/7.4, lift 10.7)
PC2 <= 2.5099
PC7 > 2.95808
PC8 <= -1.301106
PC25 > -0.2509966
-> class 1\|1 [0.680]
Rule 23/152: (1381.7/659.8, lift 8.3)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.522]
Rule 23/153: (85.3, lift 16.1)
PC3 > 0.7432103
PC16 > 0.8672903
PC21 <= 0.9193565
PC35 <= -0.4796488
-> class 1\|2 [0.989]
Rule 23/154: (145.6/1.1, lift 16.1)
PC3 > 0.7432103
PC5 > 2.990929
PC8 > -1.301106
PC10 > -0.678562
PC14 > -1.84377
PC16 > 0.8672903
-> class 1\|2 [0.986]
Rule 23/155: (160/2, lift 16.0)
PC2 > 2.926744
PC3 > 1.640775
PC16 > 0.5655206
PC33 <= 1.385221
PC38 <= 0.2084411
PC58 > -0.7329288
-> class 1\|2 [0.982]
Rule 23/156: (97.4/1.1, lift 16.0)
PC5 > 9.646945
PC14 > -1.84377
PC17 > -0.9507393
-> class 1\|2 [0.979]
Rule 23/157: (44.3, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC41 > 0.3344701
-> class 1\|2 [0.978]
Rule 23/158: (35.4, lift 15.9)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 <= 0.5606682
PC10 > -0.678562
PC29 > 0.1959157
-> class 1\|2 [0.973]
Rule 23/159: (115.6/2.5, lift 15.8)
PC3 > 10.44773
PC16 > 0.5655206
-> class 1\|2 [0.971]
Rule 23/160: (166.2/4.5, lift 15.8)
PC1 > -0.3832309
PC6 > -3.131424
PC8 <= -1.301106
PC19 <= -1.175106
PC82 > 0.01711957
PC100 <= 3.701552
-> class 1\|2 [0.967]
Rule 23/161: (24.9, lift 15.7)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -1.301106
PC44 <= -1.972712
-> class 1\|2 [0.963]
Rule 23/162: (24.4, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC38 > 0.2084411
PC48 <= 0.2118803
-> class 1\|2 [0.962]
Rule 23/163: (195.6/6.8, lift 15.7)
PC2 <= 2.5099
PC5 <= 2.825875
PC6 > -1.776048
PC8 > -1.301106
PC14 > -1.84377
PC15 <= 4.080368
PC16 > 0.8672903
PC18 <= 0.2204432
PC42 <= 0.6146999
PC43 > -0.4592849
PC56 > -0.4289844
PC75 <= 1.599801
PC100 > -0.004760643
-> class 1\|2 [0.961]
Rule 23/164: (87.8/3.1, lift 15.6)
PC1 > 8.906639
PC3 > 0.7432103
PC14 > -1.84377
PC17 > -0.9507393
PC21 <= 0.9193565
-> class 1\|2 [0.954]
Rule 23/165: (51/1.5, lift 15.6)
PC2 <= 2.5099
PC3 > 0.7432103
PC8 > -1.301106
PC10 > -0.678562
PC17 > -0.9507393
PC87 > 0.2476458
PC100 > -0.004760643
-> class 1\|2 [0.954]
Rule 23/166: (79.3/3, lift 15.5)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -1.301106
PC9 <= 0.5606682
PC10 > -0.678562
PC21 <= 0.9193565
PC42 > 0.5507628
-> class 1\|2 [0.951]
Rule 23/167: (29.1/0.5, lift 15.5)
PC3 > 0.7432103
PC8 > -1.301106
PC14 > -1.84377
PC16 <= 0.8672903
PC17 > -0.9507393
PC69 > -0.6790085
PC73 <= -0.6866665
-> class 1\|2 [0.951]
Rule 23/168: (153.3/7.6, lift 15.4)
PC2 <= 2.5099
PC3 > 0.7432103
PC8 > -1.301106
PC16 <= 0.8672903
PC17 > -0.9507393
PC19 <= -1.326658
PC21 <= 0.9193565
-> class 1\|2 [0.945]
Rule 23/169: (115.4/5.4, lift 15.4)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.1366078
PC16 > 0.5655206
PC33 <= 1.385221
PC38 <= 0.1254243
-> class 1\|2 [0.945]
Rule 23/170: (15.6, lift 15.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.5655206
PC36 > 0.4326895
-> class 1\|2 [0.943]
Rule 23/171: (15.1, lift 15.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.5655206
PC83 <= -0.5257682
-> class 1\|2 [0.941]
Rule 23/172: (101.9/7, lift 15.1)
PC1 > -0.3832309
PC8 <= -1.301106
PC19 <= -1.175106
PC56 <= -0.3019252
-> class 1\|2 [0.923]
Rule 23/173: (12.5/0.3, lift 14.9)
PC2 <= 2.5099
PC3 > 0.7432103
PC14 > -1.84377
PC16 <= 0.8672903
PC17 > -0.9507393
PC59 > 0.9671425
PC69 > -0.6790085
-> class 1\|2 [0.911]
Rule 23/174: (8.6, lift 14.8)
PC1 > -0.3832309
PC8 <= -1.301106
PC19 <= -1.175106
PC68 > 1.126404
PC82 <= 0.01711957
-> class 1\|2 [0.906]
Rule 23/175: (90.5/8, lift 14.7)
PC3 > 0.7432103
PC8 > -1.301106
PC10 > -0.678562
PC14 > -1.84377
PC16 > 0.8672903
PC60 <= -0.9345402
-> class 1\|2 [0.903]
Rule 23/176: (7, lift 14.5)
PC1 > -0.3832309
PC14 <= -1.84377
PC89 > 0.7568847
-> class 1\|2 [0.889]
Rule 23/177: (58.5/15.4, lift 11.9)
PC2 <= 2.5099
PC3 > 0.7432103
PC6 > -1.776048
PC8 > -1.301106
PC14 > -1.84377
PC15 <= 4.080368
PC100 > -0.004760643
PC100 <= 0.08870764
-> class 1\|2 [0.729]
Rule 23/178: (98.8/0.1, lift 13.9)
PC3 > 0.7432103
PC5 <= 2.990929
PC16 > 0.8672903
PC18 <= 0.2204432
PC42 > 0.6146999
PC43 > -0.4592849
-> class 1\|3 [0.989]
Rule 23/179: (78.4, lift 13.8)
PC3 > 0.7432103
PC8 > -1.301106
PC15 > 4.080368
PC17 > -0.9507393
-> class 1\|3 [0.988]
Rule 23/180: (131.3/1.4, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 10.44773
PC16 > 0.5655206
PC38 > 0.2084411
PC41 <= 0.3344701
PC48 > 0.2118803
-> class 1\|3 [0.982]
Rule 23/181: (98.1/4, lift 13.3)
PC2 > 2.5099
PC2 <= 2.926744
PC3 > 1.640775
PC38 > 0.1254243
-> class 1\|3 [0.950]
Rule 23/182: (4638/3362.8, lift 3.9)
PC1 > -0.3832309
PC2 <= 2.5099
-> class 1\|3 [0.275]
Rule 23/183: (6.2, lift 11.6)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC19 > -3.03778
PC25 <= -0.1240451
PC32 > 1.11812
-> class 2\|0 [0.878]
Rule 23/184: (12.6/3.5, lift 9.2)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC20 > 0.1710321
PC28 <= 0.102115
PC44 > 0.4799442
PC48 > -0.4450734
PC59 <= -0.1106787
-> class 2\|0 [0.694]
Rule 23/185: (9.8/2.7, lift 9.0)
PC1 > -0.3832309
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -1.301106
PC38 > 0.3697996
PC42 <= 0.5507628
-> class 2\|0 [0.686]
Rule 23/186: (189.2/61.1, lift 8.9)
PC1 > -0.3832309
PC7 > -1.98811
PC8 > -1.301106
PC21 > 0.9193565
-> class 2\|0 [0.675]
Rule 23/187: (2236.2/1241.7, lift 5.9)
PC1 <= -0.3832309
PC8 > 1.277736
-> class 2\|0 [0.445]
Rule 23/188: (118.6, lift 10.4)
PC1 <= -0.3832309
PC8 > 1.277736
PC62 > 1.286232
-> class 2\|1 [0.992]
Rule 23/189: (108.1, lift 10.4)
PC1 <= -0.3832309
PC8 > 1.277736
PC11 > -0.5750355
PC21 > -0.2469342
PC63 > 0.1876343
PC68 <= -0.1170649
-> class 2\|1 [0.991]
Rule 23/190: (98.3, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC10 > 0.1281532
PC24 <= -0.7443133
-> class 2\|1 [0.990]
Rule 23/191: (91.2, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC10 <= 0.2933043
PC11 > -0.313034
PC19 > -2.040919
PC21 > -0.2469342
PC21 <= 0.9659102
PC28 > 0.0373279
PC41 > -0.6169693
PC70 > -0.05567941
PC75 > 0.3091071
-> class 2\|1 [0.989]
Rule 23/192: (140.7/0.6, lift 10.3)
PC1 <= -0.3832309
PC8 > 1.277736
PC8 <= 5.10851
PC10 > 0.2933043
PC11 > -0.5750355
PC21 > -0.2469342
-> class 2\|1 [0.989]
Rule 23/193: (78, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC11 > -0.5750355
PC21 > -0.2469342
PC28 > 0.1610542
-> class 2\|1 [0.987]
Rule 23/194: (71.8, lift 10.3)
PC1 <= -0.3832309
PC8 > 1.277736
PC21 <= 0.9659102
PC37 <= -0.6005946
PC59 <= 0.3063912
PC70 > -0.05567941
-> class 2\|1 [0.986]
Rule 23/195: (104.1/0.6, lift 10.3)
PC1 <= -0.3832309
PC8 > 1.277736
PC40 > -0.9540211
PC54 <= 1.089913
PC59 > 0.3063912
PC63 <= 0.1876343
PC70 > -0.05567941
-> class 2\|1 [0.985]
Rule 23/196: (63.2, lift 10.3)
PC1 <= -0.3832309
PC8 > 1.277736
PC21 > -0.2469342
PC46 > 1.601715
-> class 2\|1 [0.985]
Rule 23/197: (52.4, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC28 <= -0.1979612
PC63 > -0.02401649
-> class 2\|1 [0.982]
Rule 23/198: (49.3, lift 10.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC5 > 1.909454
PC8 > -0.5495703
-> class 2\|1 [0.979]
Rule 23/199: (43.3, lift 10.2)
PC1 <= -0.3832309
PC8 > 1.277736
PC11 > -0.5750355
PC11 <= -0.313034
PC21 > -0.2469342
PC21 <= 0.9659102
-> class 2\|1 [0.978]
Rule 23/200: (41.6, lift 10.2)
PC1 <= -0.3832309
PC8 > 1.277736
PC21 > -0.2469342
PC57 <= -0.75685
PC63 <= 0.1876343
PC70 <= -0.05567941
-> class 2\|1 [0.977]
Rule 23/201: (49.5/0.3, lift 10.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > 0.1464841
PC66 <= 1.662249
PC98 <= -0.8860294
-> class 2\|1 [0.976]
Rule 23/202: (39.1, lift 10.2)
PC1 <= -0.3832309
PC8 > 1.277736
PC9 > 3.152035
PC63 <= 0.1876343
-> class 2\|1 [0.976]
Rule 23/203: (38.3, lift 10.2)
PC1 <= -0.3832309
PC8 > 1.277736
PC27 <= -0.7059725
PC70 > -0.05567941
-> class 2\|1 [0.975]
Rule 23/204: (36, lift 10.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC30 > 0.5005881
PC44 <= 0.4799442
-> class 2\|1 [0.974]
Rule 23/205: (35.5, lift 10.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC28 > 0.102115
PC44 > 0.4799442
-> class 2\|1 [0.973]
Rule 23/206: (94.2/1.7, lift 10.2)
PC1 <= -0.3832309
PC8 > 1.277736
PC10 <= 0.2933043
PC21 > -0.2469342
PC21 <= 0.9659102
PC56 > 0.003246585
PC59 <= 0.3063912
PC70 > -0.05567941
-> class 2\|1 [0.972]
Rule 23/207: (42.9/0.3, lift 10.1)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > 0.1464841
PC8 <= 1.277736
PC12 > -1.498985
PC88 <= -0.2492264
-> class 2\|1 [0.971]
Rule 23/208: (31.8, lift 10.1)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC37 <= 1.185706
PC44 <= 0.4799442
PC83 > 1.016131
-> class 2\|1 [0.970]
Rule 23/209: (31.4, lift 10.1)
PC1 > -0.3832309
PC7 > -1.98811
PC8 > -1.301106
PC9 <= 0.255966
PC21 > 0.9193565
PC62 > 0.08397391
-> class 2\|1 [0.970]
Rule 23/210: (59/1, lift 10.1)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC25 > -0.1240451
PC32 > 1.11812
PC37 <= 1.185706
-> class 2\|1 [0.968]
Rule 23/211: (48.7/0.8, lift 10.1)
PC1 <= -0.3832309
PC8 > 1.277736
PC36 > 0.3951139
PC63 <= 0.1876343
-> class 2\|1 [0.965]
Rule 23/212: (25.8, lift 10.1)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 0.1464841
PC12 > -1.498985
PC24 > -0.7443133
PC32 <= 1.11812
PC34 > 0.8724672
PC55 > -1.113829
-> class 2\|1 [0.962]
Rule 23/213: (22.6, lift 10.0)
PC1 <= -0.3832309
PC7 > 0.004760268
PC8 > 0.1464841
PC8 <= 1.277736
PC10 > 0.1281532
PC12 > -1.498985
PC50 <= -0.5725842
-> class 2\|1 [0.959]
Rule 23/214: (20.3, lift 10.0)
PC1 > -0.3832309
PC3 <= 0.7432103
PC8 > 0.5831117
PC9 <= 0.5606682
PC21 <= 0.9193565
PC25 > -0.1210449
PC38 <= 0.3697996
-> class 2\|1 [0.955]
Rule 23/215: (19.6, lift 10.0)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC37 <= 1.185706
PC44 <= 0.4799442
PC55 <= -1.113829
-> class 2\|1 [0.954]
Rule 23/216: (44.6/1.2, lift 10.0)
PC1 <= -0.3832309
PC7 > 0.004760268
PC8 > 0.1464841
PC8 <= 1.277736
PC12 > -1.498985
PC24 > -0.7443133
PC44 <= 0.4799442
PC72 <= -0.2597508
-> class 2\|1 [0.953]
Rule 23/217: (23/0.2, lift 9.9)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC66 > 1.662249
PC83 <= 1.016131
-> class 2\|1 [0.951]
Rule 23/218: (324.9/17.8, lift 9.9)
PC1 <= -0.3832309
PC2 <= -0.4021941
PC8 > 1.277736
PC11 <= -0.5750355
PC18 <= 0.8235216
PC20 > -0.1624147
PC21 > -0.2469342
PC55 > -1.105198
PC90 > -0.574609
-> class 2\|1 [0.943]
Rule 23/219: (246/15.7, lift 9.8)
PC1 <= -0.3832309
PC6 <= -0.402606
PC8 > 1.277736
PC21 <= -0.2469342
PC24 <= 1.382277
PC40 > -1.644845
PC67 <= 0.380585
-> class 2\|1 [0.933]
Rule 23/220: (54/2.9, lift 9.7)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC10 <= 0.1281532
PC28 > 0.07969564
-> class 2\|1 [0.931]
Rule 23/221: (38.5/1.9, lift 9.7)
PC1 <= -0.3832309
PC8 > 1.277736
PC21 > -0.2469342
PC40 <= -0.9540211
PC70 > -0.05567941
-> class 2\|1 [0.928]
Rule 23/222: (37.6/1.8, lift 9.7)
PC1 <= -0.3832309
PC7 > 0.004760268
PC8 > 0.1464841
PC10 > 0.1281532
PC12 > -1.498985
PC32 <= 1.11812
PC44 <= 0.4799442
PC55 > -1.113829
PC72 > -0.2597508
PC78 > 0.5088601
-> class 2\|1 [0.928]
Rule 23/223: (11.7, lift 9.7)
PC1 > -0.3832309
PC8 > -1.301106
PC10 > -0.678562
PC21 > 0.9193565
PC89 > 0.5840145
-> class 2\|1 [0.927]
Rule 23/224: (9.5, lift 9.5)
PC1 <= -0.3832309
PC7 > 0.004760268
PC8 > 0.1464841
PC8 <= 1.277736
PC10 > 0.1281532
PC72 > -0.2597508
PC87 > 0.6537696
-> class 2\|1 [0.913]
Rule 23/225: (51.7/5.4, lift 9.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC32 <= 1.11812
PC66 <= 1.662249
PC80 > 1.371051
-> class 2\|1 [0.881]
Rule 23/226: (21.2/1.8, lift 9.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC44 > 0.4799442
PC48 <= -0.4450734
-> class 2\|1 [0.879]
Rule 23/227: (240.2/29, lift 9.2)
PC1 <= -0.3832309
PC3 > -0.8888453
PC8 > -0.5495703
PC8 <= 1.277736
PC10 <= 0.1281532
PC12 > -2.386546
PC22 > -1.186088
PC25 > -0.2558109
PC29 <= 0.1681496
PC37 <= 1.185706
PC38 <= 0.9341283
PC44 <= 0.4799442
PC63 > -0.2796803
PC68 > -2.084058
PC73 <= 0.1497796
PC74 <= 0.2106125
PC83 > -1.136258
-> class 2\|1 [0.876]
Rule 23/228: (71.1/12.9, lift 8.5)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC14 <= 2.654099
PC24 <= 0.989116
PC28 <= 0.0751535
PC33 <= -0.5434552
PC43 > -0.5019754
PC55 <= 0.4749086
-> class 2\|1 [0.810]
Rule 23/229: (23.8/7.5, lift 7.0)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC28 > 0.0751535
PC43 > -0.5019754
PC79 <= -0.05940647
-> class 2\|1 [0.672]
Rule 23/230: (212.1/0.4, lift 11.5)
PC1 <= -0.3832309
PC2 <= 2.5099
PC5 <= 1.909454
PC8 > -0.5495703
PC8 <= 0.1464841
PC10 > 0.1281532
PC24 > -0.7443133
PC32 <= 1.11812
PC34 <= 0.8724672
PC44 <= 0.4799442
PC55 > -1.113829
PC66 <= 1.662249
PC80 <= 1.371051
-> class 2\|2 [0.994]
Rule 23/231: (136.6, lift 11.4)
PC2 <= 2.5099
PC5 > -0.1308613
PC8 > -3.393956
PC8 <= -0.5495703
PC10 > -0.2282536
PC19 > -2.848473
PC31 <= 1.467823
PC43 <= -0.5019754
PC47 > -0.770551
PC60 <= 1.167663
PC89 <= -0.0355992
-> class 2\|2 [0.993]
Rule 23/232: (260.3/3.6, lift 11.3)
PC1 <= -0.6306881
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC10 > 0.1281532
PC12 <= -1.498985
PC24 > -0.7443133
PC32 <= 1.11812
PC44 <= 0.4799442
PC80 <= 1.371051
PC83 <= 1.016131
-> class 2\|2 [0.983]
Rule 23/233: (118.1/1, lift 11.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC10 > -0.2282536
PC14 > -3.512203
PC19 > -2.848473
PC43 <= -0.5019754
PC60 <= 1.167663
PC63 > 0.1583778
-> class 2\|2 [0.983]
Rule 23/234: (50.4, lift 11.3)
PC8 <= -0.5495703
PC18 > 0.5195135
PC28 <= 0.0751535
PC43 > -0.5019754
PC49 <= 0.1360006
PC50 <= -0.7597777
PC74 <= 0.2671531
-> class 2\|2 [0.980]
Rule 23/235: (45.7, lift 11.3)
PC1 <= -0.3832309
PC5 <= 1.909454
PC7 <= 0.004760268
PC8 > 0.1464841
PC10 > 0.1281532
PC24 > -0.7443133
PC30 <= 0.5005881
PC32 <= 1.11812
PC44 <= 0.4799442
PC83 <= 1.016131
PC88 > -0.2492264
PC98 > -0.8860294
-> class 2\|2 [0.979]
Rule 23/236: (152.3/2.4, lift 11.3)
PC1 <= -0.3832309
PC5 > -0.1308613
PC8 > -3.393956
PC8 <= -0.5495703
PC10 > -0.2282536
PC19 > -2.848473
PC30 > -0.1678423
PC31 <= 1.467823
PC43 <= -0.5019754
PC60 <= 1.167663
PC84 <= 0.4407003
PC93 > -0.09216413
-> class 2\|2 [0.978]
Rule 23/237: (55.4/0.5, lift 11.2)
PC1 > -0.3832309
PC3 <= 0.7432103
PC8 <= 0.5831117
PC9 <= -0.406364
PC10 > -0.678562
PC12 > -0.1754197
PC17 <= 1.072929
PC21 <= 0.9193565
PC33 <= 0.356077
PC38 <= 0.3697996
PC42 <= 0.5507628
-> class 2\|2 [0.974]
Rule 23/238: (35.7, lift 11.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC3 <= -0.8888453
PC8 <= 1.277736
PC10 <= 0.1281532
PC32 <= 1.11812
PC44 <= 0.4799442
PC74 <= 0.2106125
-> class 2\|2 [0.973]
Rule 23/239: (141/3.2, lift 11.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC12 <= -2.386546
PC32 <= 1.11812
PC44 <= 0.4799442
PC74 <= 0.2106125
PC83 <= 1.016131
-> class 2\|2 [0.970]
Rule 23/240: (77.4/1.4, lift 11.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC19 > -2.848473
PC28 > -0.1979612
PC56 > 0.1553355
PC68 <= -0.918465
-> class 2\|2 [0.970]
Rule 23/241: (29.1, lift 11.1)
PC8 > -3.393956
PC8 <= -0.5495703
PC9 <= -1.895743
PC28 > -0.1979612
PC29 <= 0.2792483
PC43 > -0.5019754
PC55 <= 0.4749086
PC83 <= -0.6321945
-> class 2\|2 [0.967]
Rule 23/242: (227.7/10.6, lift 10.9)
PC1 <= -0.3832309
PC5 > -0.1308613
PC8 > -2.141644
PC8 <= -0.5495703
PC10 > -0.2282536
PC14 > -3.512203
PC30 > -0.1678423
PC43 <= -0.5019754
PC47 > -0.770551
PC60 <= 1.167663
PC64 <= 1.152178
PC84 <= 0.4407003
-> class 2\|2 [0.950]
Rule 23/243: (46/1.6, lift 10.9)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC10 <= 0.1281532
PC35 <= 0.811042
PC73 > 0.1497796
PC74 <= 0.2106125
-> class 2\|2 [0.945]
Rule 23/244: (40.3/1.7, lift 10.8)
PC8 > -3.393956
PC8 <= -0.5495703
PC9 <= -1.895743
PC11 > -3.816464
PC19 > 3.147063
PC50 > -0.7597777
-> class 2\|2 [0.935]
Rule 23/245: (77.4/4.3, lift 10.8)
PC1 <= -0.3832309
PC2 <= 2.5099
PC5 <= 1.909454
PC8 <= 1.277736
PC22 > -1.186088
PC29 > 0.1681496
PC35 <= 0.811042
PC44 <= 0.4799442
PC63 > -0.2796803
PC73 <= 0.1497796
PC74 <= 0.2106125
-> class 2\|2 [0.934]
Rule 23/246: (38.8/1.8, lift 10.7)
PC1 <= -0.3832309
PC8 > -3.393956
PC8 <= -0.5495703
PC9 <= -1.895743
PC28 > -0.1979612
PC29 <= 0.2792483
PC50 > -0.7597777
PC98 > 0.5087953
-> class 2\|2 [0.930]
Rule 23/247: (42.4/2.1, lift 10.7)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC28 > -0.1979612
PC43 <= -0.5019754
PC47 > -0.770551
PC53 > -1.799245
PC77 <= -1.279028
-> class 2\|2 [0.929]
Rule 23/248: (124.9/9.7, lift 10.6)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC29 <= 0.2792483
PC30 > 0.2204484
PC45 <= 0.3250748
PC64 > -0.01773463
-> class 2\|2 [0.916]
Rule 23/249: (13.1/0.4, lift 10.5)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC35 <= 0.811042
PC37 <= 1.185706
PC44 <= 0.4799442
PC83 <= -1.136258
-> class 2\|2 [0.910]
Rule 23/250: (19.3/1, lift 10.4)
PC2 <= 2.5099
PC8 > -3.393956
PC43 <= -0.5019754
PC53 > -1.799245
PC56 > 0.660567
PC60 > 1.167663
-> class 2\|2 [0.906]
Rule 23/251: (347.2/32.9, lift 10.4)
PC1 <= -0.6306881
PC2 <= 2.5099
PC5 <= 1.909454
PC8 > -0.5495703
PC8 <= 1.277736
PC10 > 0.1281532
PC30 <= 0.5005881
PC32 <= 1.11812
PC44 <= 0.4799442
PC45 <= 0.3784327
PC72 > -0.2597508
PC78 <= 0.5088601
PC83 <= 1.016131
PC87 <= 0.6537696
PC88 > -0.2492264
PC98 > -0.8860294
-> class 2\|2 [0.903]
Rule 23/252: (8, lift 10.4)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC10 <= 0.1281532
PC44 <= 0.4799442
PC63 <= -0.2796803
PC74 <= 0.2106125
PC83 > -1.136258
-> class 2\|2 [0.900]
Rule 23/253: (48.2/4.1, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC5 > -0.6301011
PC8 > -3.393956
PC8 <= -0.5495703
PC14 > 2.654099
-> class 2\|2 [0.897]
Rule 23/254: (206.1/21.3, lift 10.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC3 > -0.8888453
PC8 > -0.5495703
PC8 <= 1.277736
PC22 <= -1.186088
PC32 <= 1.11812
PC44 <= 0.4799442
-> class 2\|2 [0.893]
Rule 23/255: (6.5, lift 10.2)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC10 <= -0.2282536
PC68 <= 1.671141
PC90 <= -0.4889252
-> class 2\|2 [0.883]
Rule 23/256: (6.1, lift 10.1)
PC2 <= 2.5099
PC8 <= -0.5495703
PC10 <= -0.2282536
PC43 <= -0.5019754
PC68 > 1.671141
-> class 2\|2 [0.877]
Rule 23/257: (5.7, lift 10.0)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC38 > 0.9341283
PC73 <= 0.1497796
PC99 <= -0.1148952
-> class 2\|2 [0.871]
Rule 23/258: (5.3, lift 10.0)
PC1 <= -0.3832309
PC8 > 1.277736
PC11 <= -0.5750355
PC55 <= -1.105198
-> class 2\|2 [0.864]
Rule 23/259: (106.4/15, lift 9.8)
PC1 <= -0.3832309
PC2 <= 2.5099
PC7 > -0.6784799
PC8 <= -0.5495703
PC11 > -3.816464
PC55 > 0.4749086
-> class 2\|2 [0.853]
Rule 23/260: (136.9/19.9, lift 9.8)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC21 <= -0.2469342
PC67 > 0.380585
-> class 2\|2 [0.849]
Rule 23/261: (64/9.2, lift 9.7)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC21 <= -0.2469342
PC40 <= -1.644845
-> class 2\|2 [0.845]
Rule 23/262: (4.2, lift 9.7)
PC8 > 1.277736
PC11 <= -0.5750355
PC18 > 0.8235216
-> class 2\|2 [0.838]
Rule 23/263: (22.2/3.2, lift 9.5)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC43 <= -0.5019754
PC47 <= -0.770551
PC53 > -1.799245
PC80 > -0.3981489
-> class 2\|2 [0.827]
Rule 23/264: (22.1/3.6, lift 9.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC11 > -3.816464
PC43 > -0.5019754
PC45 <= 0.3250748
PC50 > -0.7597777
PC80 <= -2.014481
-> class 2\|2 [0.809]
Rule 23/265: (54/10.9, lift 9.1)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.277736
PC28 <= 0.102115
PC32 <= 1.11812
PC44 > 0.4799442
PC48 > -0.4450734
PC48 <= 3.819473
PC59 > -0.1106787
-> class 2\|2 [0.787]
Rule 23/266: (14.3/2.6, lift 8.9)
PC1 <= -0.3832309
PC8 > -3.393956
PC8 <= -0.5495703
PC19 <= -2.848473
PC60 <= -0.2318248
-> class 2\|2 [0.776]
Rule 23/267: (96.9/21.9, lift 8.9)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC19 > -2.848473
PC24 > 0.989116
PC28 > -0.1979612
PC29 <= 0.2792483
PC45 <= 0.3250748
-> class 2\|2 [0.768]
Rule 23/268: (51/15.7, lift 7.9)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC19 > -2.848473
PC28 > 0.0751535
PC43 > -0.5019754
PC79 > -0.05940647
-> class 2\|2 [0.684]
Rule 23/269: (87.9/29.9, lift 7.6)
PC1 <= -0.3832309
PC2 <= -1.242138
PC6 > -0.402606
PC8 > -0.5495703
PC21 <= -0.2469342
-> class 2\|2 [0.657]
Rule 23/270: (150.5, lift 8.0)
PC1 <= -0.3832309
PC8 <= -3.393956
PC19 > -1.69142
PC37 <= 2.206025
PC96 > 0.2890086
-> class 2\|3 [0.993]
Rule 23/271: (115.6, lift 8.0)
PC8 <= -3.393956
PC11 > -1.431389
PC37 <= 2.206025
PC44 <= -0.8225569
PC63 > -6.178812
-> class 2\|3 [0.991]
Rule 23/272: (187.5/4.1, lift 7.9)
PC1 > -0.3832309
PC1 <= 13.61654
PC2 <= 2.5099
PC8 <= -1.301106
PC19 > -1.175106
PC25 > -0.2509966
PC37 > -9.291889
PC84 > -0.2286256
PC90 <= 0.4942054
PC98 > -0.910931
-> class 2\|3 [0.973]
Rule 23/273: (35.5, lift 7.9)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 <= -0.5495703
PC11 > -4.708849
PC17 > 0.9835293
PC44 > -0.8225569
-> class 2\|3 [0.973]
Rule 23/274: (32.5, lift 7.8)
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 <= 0.5606682
PC10 > -0.678562
PC17 > 1.072929
PC21 <= 0.9193565
PC25 > -0.1210449
-> class 2\|3 [0.971]
Rule 23/275: (27.1, lift 7.8)
PC2 <= 2.5099
PC8 <= -0.5495703
PC31 > 1.467823
PC43 <= -0.5019754
PC53 > -1.799245
PC63 <= 0.1583778
-> class 2\|3 [0.966]
Rule 23/276: (46.6/1.2, lift 7.7)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5495703
PC14 <= 2.654099
PC30 > 0.2204484
PC43 > -0.5019754
PC45 <= 0.3250748
PC64 <= -0.01773463
-> class 2\|3 [0.955]
Rule 23/277: (44.2/2.6, lift 7.4)
PC1 > -0.3832309
PC1 <= 13.61654
PC8 <= -1.301106
PC14 > 1.23054
PC19 > -1.175106
-> class 2\|3 [0.921]
Rule 23/278: (14.2/0.6, lift 7.3)
PC1 <= -0.3832309
PC2 <= 2.5099
PC24 > 1.382277
-> class 2\|3 [0.899]
Rule 23/279: (4.9, lift 6.9)
PC1 > -0.3832309
PC8 <= -1.301106
PC19 <= -1.175106
PC100 > 3.701552
-> class 2\|3 [0.856]
Rule 23/280: (7363.7/5113.9, lift 2.5)
PC1 <= -0.3832309
PC2 <= 2.5099
-> class 2\|3 [0.306]
Rule 23/281: (169.7, lift 22.9)
PC1 <= -0.3832309
PC8 <= -3.393956
PC16 <= 0.3849339
PC22 > -1.326359
PC39 <= 0.3569398
PC44 > 0.8348892
PC71 > -0.06596821
PC96 <= 0.2890086
-> class 2\|4 [0.994]
Rule 23/282: (121.9, lift 22.8)
PC1 <= -0.3832309
PC8 <= -3.393956
PC19 <= -4.014434
PC22 > -1.878322
-> class 2\|4 [0.992]
Rule 23/283: (91.6, lift 22.8)
PC1 <= -0.3832309
PC11 <= -4.708849
-> class 2\|4 [0.989]
Rule 23/284: (83.6/0.7, lift 22.6)
PC1 > -0.3832309
PC2 <= 2.5099
PC8 <= -1.301106
PC14 <= 1.23054
PC19 > -1.175106
PC44 > -0.4111455
PC90 > 0.4942054
-> class 2\|4 [0.980]
Rule 23/285: (56.3/0.4, lift 22.5)
PC2 <= 2.5099
PC8 <= -3.393956
PC16 <= 0.3849339
PC17 <= 0.9835293
PC44 > -0.8225569
PC49 <= 0.08623306
PC71 > -0.06596821
PC96 <= -0.2953993
-> class 2\|4 [0.975]
Rule 23/286: (51.1/0.5, lift 22.4)
PC1 <= -0.3832309
PC8 > -3.393956
PC8 <= -0.5495703
PC19 <= -2.848473
PC60 > -0.2318248
PC82 <= 0.1373334
PC96 > 0.01124012
-> class 2\|4 [0.972]
Rule 23/287: (138.1/3.2, lift 22.3)
PC8 <= -3.393956
PC9 > 0.3911083
PC16 <= 0.3849339
PC39 <= 0.3569398
PC44 > -0.8225569
PC49 <= 0.08623306
PC71 > -0.06596821
PC89 <= 0.6017097
PC96 <= 0.2890086
-> class 2\|4 [0.970]
Rule 23/288: (22.6, lift 22.1)
PC2 <= 2.5099
PC8 <= -0.5495703
PC33 > -0.5434552
PC43 > -0.5019754
PC45 <= 0.3250748
PC50 > -0.7597777
PC55 <= 0.4749086
PC62 <= -0.4880027
PC80 > 0.7980793
-> class 2\|4 [0.959]
Rule 23/289: (104.8/3.5, lift 22.1)
PC1 <= -0.3832309
PC8 <= -3.393956
PC16 <= 0.3849339
PC17 <= 0.9835293
PC21 > -0.4478826
PC44 > 0.02325289
PC49 <= 0.08623306
PC57 <= 0.6973829
PC66 > -0.2054445
PC71 > -0.06596821
PC78 <= -0.1153233
PC89 <= 0.6017097
PC96 <= 0.2890086
-> class 2\|4 [0.958]
Rule 23/290: (18.8, lift 21.9)
PC1 > -0.3832309
PC37 <= -9.291889
-> class 2\|4 [0.952]
Rule 23/291: (15, lift 21.7)
PC1 <= -0.3832309
PC8 <= -3.393956
PC9 <= 0.3911083
PC17 <= 0.9835293
PC44 <= 0.02325289
PC66 > 0.1047067
PC71 > -0.06596821
PC78 <= -0.1153233
PC96 <= 0.2890086
-> class 2\|4 [0.941]
Rule 23/292: (13.6, lift 21.6)
PC2 <= 2.5099
PC8 <= -3.393956
PC63 <= -6.178812
-> class 2\|4 [0.936]
Rule 23/293: (21/0.5, lift 21.5)
PC1 <= -0.3832309
PC2 <= 2.5099
PC8 <= -0.5495703
PC19 <= -1.69142
PC96 > 0.2890086
-> class 2\|4 [0.934]
Rule 23/294: (17.4/1, lift 20.7)
PC1 <= -0.3832309
PC8 <= -3.393956
PC37 > 2.206025
-> class 2\|4 [0.898]
Rule 23/295: (14.5/1.3, lift 19.9)
PC1 > -0.3832309
PC2 <= 2.5099
PC8 <= -1.301106
PC19 > -1.175106
PC90 <= 0.4942054
PC98 <= -0.910931
-> class 2\|4 [0.863]
Rule 23/296: (33.2/8.3, lift 17.0)
PC1 <= -0.3832309
PC8 <= -0.5495703
PC9 > -1.895743
PC33 > -0.5434552
PC43 > -0.5019754
PC54 > 0.979534
PC55 <= 0.4749086
PC62 <= -0.4880027
-> class 2\|4 [0.736]
Rule 23/297: (52.4/24.5, lift 12.2)
PC1 <= -0.3832309
PC8 > -3.393956
PC8 <= -0.5495703
PC28 > -0.1979612
PC43 <= -0.5019754
PC47 <= -0.770551
PC80 <= -0.3981489
-> class 2\|4 [0.531]
Default class: 2\|3
----- Trial 24: -----
Rules:
Rule 24/1: (101.1, lift 16.0)
PC13 <= 5.67339
PC15 > -0.3743086
PC18 > 1.799551
PC26 <= 0.6769034
PC27 > -1.915255
PC47 <= 1.7071
PC55 > -0.3523255
PC70 <= -1.092124
-> class 0\|0 [0.990]
Rule 24/2: (96.8, lift 16.0)
PC13 <= 5.075639
PC18 > 1.799551
PC25 <= 1.091612
PC26 <= 0.6769034
PC27 > -1.915255
PC40 > -2.275283
PC41 <= 0.5265976
PC55 > -0.3523255
PC63 <= -0.757161
PC69 > -3.245122
PC99 > -1.489295
-> class 0\|0 [0.989]
Rule 24/3: (77.8, lift 16.0)
PC9 > -0.2490933
PC12 <= 1.645578
PC18 > 1.799551
PC25 > -0.3493037
PC26 <= 0.6769034
PC62 <= -1.100342
-> class 0\|0 [0.987]
Rule 24/4: (68.5, lift 15.9)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.6070462
PC18 <= 1.799551
PC49 <= 0.5759177
PC78 > -0.04825771
PC96 > -0.6176213
PC97 <= 0.4561542
PC98 <= 0.3683601
-> class 0\|0 [0.986]
Rule 24/5: (91.6/0.3, lift 15.9)
PC13 <= 5.075639
PC18 > 1.799551
PC21 <= 0.4791392
PC25 > -0.3493037
PC26 <= 0.6769034
PC55 > -0.3523255
PC87 <= 0.7788222
PC88 > -0.886555
PC98 <= -0.3639236
PC100 > -0.1115269
-> class 0\|0 [0.986]
Rule 24/6: (102.7/0.6, lift 15.9)
PC13 <= 5.67339
PC15 > -0.3743086
PC18 > 1.799551
PC21 <= 0.4791392
PC25 <= 1.091612
PC47 <= 1.7071
PC69 > -3.245122
PC75 > 0.3465766
-> class 0\|0 [0.985]
Rule 24/7: (74.7/0.3, lift 15.9)
PC3 > -0.7387897
PC18 > 1.799551
PC21 <= 0.4791392
PC41 <= 0.5265976
-> class 0\|0 [0.983]
Rule 24/8: (57.9, lift 15.9)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.6070462
PC18 <= 1.799551
PC48 > 0.4174948
-> class 0\|0 [0.982]
Rule 24/9: (69.4/0.9, lift 15.7)
PC2 > 2.5099
PC13 <= 5.67339
PC18 > 1.799551
PC25 <= 1.091612
PC26 <= 0.6769034
PC30 > -3.208889
PC40 > -2.275283
PC99 <= -1.489295
-> class 0\|0 [0.974]
Rule 24/10: (31.1, lift 15.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2048321
PC18 > -0.6070462
PC78 <= -0.04825771
PC98 <= 0.3683601
-> class 0\|0 [0.970]
Rule 24/11: (15.5, lift 15.2)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.6070462
PC18 <= 1.799551
PC51 <= -0.2713818
PC97 > 0.4561542
-> class 0\|0 [0.943]
Rule 24/12: (14.8, lift 15.2)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.6070462
PC18 <= 1.799551
PC67 > 0.5516037
-> class 0\|0 [0.940]
Rule 24/13: (12.6, lift 15.0)
PC1 > -0.3900895
PC2 <= 2.5099
PC18 > 1.351422
-> class 0\|0 [0.932]
Rule 24/14: (9.6, lift 14.8)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.6070462
PC60 > 1.198513
-> class 0\|0 [0.914]
Rule 24/15: (20.2/1.4, lift 14.4)
PC3 <= -1.631858
PC13 <= 5.67339
PC18 > 0.7599854
PC23 > -1.647037
PC43 <= -2.217216
PC90 > -1.764218
-> class 0\|0 [0.893]
Rule 24/16: (163/33.8, lift 12.7)
PC11 > -0.265009
PC18 > 3.388122
PC30 > -3.208889
PC47 <= 3.418332
PC49 <= 0.9069402
PC97 <= -0.6692719
-> class 0\|0 [0.789]
Rule 24/17: (66/16.1, lift 12.1)
PC18 > 1.799551
PC30 > -3.208889
PC36 > 2.704227
PC47 <= 3.418332
PC62 > -2.178224
-> class 0\|0 [0.748]
Rule 24/18: (25.8/6.1, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.67339
PC16 <= -0.5352915
PC18 > -0.6070462
PC30 > -3.208889
PC40 <= -2.275283
-> class 0\|0 [0.743]
Rule 24/19: (966.9/252, lift 11.9)
PC7 > -0.969892
PC13 <= 5.075639
PC15 > -0.3743086
PC18 > 1.799551
PC21 <= 0.4283473
PC25 <= 1.091612
PC26 <= 0.6769034
PC27 > -1.915255
PC42 <= 1.557549
PC55 > -0.3523255
PC87 <= 0.7788222
PC88 > -0.886555
-> class 0\|0 [0.739]
Rule 24/20: (83.7/29.1, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.67339
PC18 > -0.6070462
PC23 > -1.647037
PC30 > -3.208889
PC40 > -2.275283
PC47 <= 3.418332
PC62 > -2.178224
PC69 > -3.245122
PC90 <= -1.764218
-> class 0\|0 [0.648]
Rule 24/21: (62.4, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC41 > 0.5213798
PC54 > -0.5132085
-> class 0\|1 [0.984]
Rule 24/22: (85/0.4, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= 0.09943666
PC18 > -0.6070462
PC26 <= 0.6769034
PC31 <= -0.2757411
PC73 <= 0.7852738
PC78 > -0.646745
PC86 <= 4.013646
PC99 > -1.489295
-> class 0\|1 [0.984]
Rule 24/23: (54.8, lift 11.9)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC6 <= 0.2048321
PC10 <= -0.9981797
PC18 > -0.6070462
PC18 <= 1.799551
PC78 <= -0.04825771
PC98 <= 0.3683601
-> class 0\|1 [0.982]
Rule 24/24: (72.4/0.4, lift 11.9)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC6 <= 0.1047927
PC18 > -0.6070462
PC18 <= 1.799551
PC42 <= 1.661112
PC48 <= 0.4174948
PC90 > -1.764218
PC98 > 0.3683601
-> class 0\|1 [0.982]
Rule 24/25: (52.3, lift 11.9)
PC3 <= -0.7387897
PC7 <= -0.969892
PC18 > 1.799551
PC40 > -2.275283
PC77 > -0.1659555
-> class 0\|1 [0.982]
Rule 24/26: (131.6/1.6, lift 11.9)
PC2 > 2.5099
PC3 > -1.631858
PC10 <= -0.9981797
PC18 > -0.6070462
PC18 <= 1.799551
PC48 <= 0.4174948
PC51 > -0.2713818
PC62 <= 1.776292
PC67 <= 0.5516037
PC90 > -1.764218
PC97 > 0.4561542
PC98 <= 0.3683601
-> class 0\|1 [0.981]
Rule 24/27: (42.9, lift 11.9)
PC2 > 2.5099
PC3 > -1.631858
PC10 <= -0.9981797
PC18 > -0.6070462
PC23 > -1.647037
PC48 <= 0.4174948
PC49 > 0.5759177
PC97 <= 0.4561542
-> class 0\|1 [0.978]
Rule 24/28: (43.4, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.2490933
PC18 > -0.6070462
PC25 > -0.3493037
PC25 <= 1.091612
PC51 <= 0.4087343
PC63 > -0.757161
PC75 <= 0.3465766
PC76 > 0.5645545
PC99 > -1.489295
PC100 <= -0.1115269
-> class 0\|1 [0.978]
Rule 24/29: (35.5, lift 11.8)
PC2 > 2.5099
PC3 <= -0.7387897
PC18 > -0.6070462
PC41 <= -0.203652
PC47 <= 3.418332
PC62 > -2.178224
PC69 > -3.245122
PC73 <= 0.7852738
PC78 > -0.646745
PC99 > -1.489295
-> class 0\|1 [0.973]
Rule 24/30: (34.5, lift 11.8)
PC2 > 2.5099
PC13 <= 5.075639
PC18 > 1.799551
PC30 <= 2.471616
PC51 > 0.4087343
PC70 > -1.092124
PC99 > -1.489295
PC100 <= -0.1115269
-> class 0\|1 [0.973]
Rule 24/31: (103.4/1.9, lift 11.8)
PC2 > 2.5099
PC3 <= -1.631858
PC13 <= 5.67339
PC18 > -0.6070462
PC18 <= 0.7599854
PC24 <= 0.7809931
PC40 > -0.5236889
PC59 > -1.353035
PC69 > -3.245122
PC79 <= 0.3256723
PC90 > -1.764218
PC96 <= 1.594353
PC99 <= 1.669171
PC100 > -2.656917
-> class 0\|1 [0.972]
Rule 24/32: (49.6/0.8, lift 11.7)
PC13 <= 5.67339
PC18 > 1.799551
PC25 > 1.091612
PC30 > -3.208889
PC47 <= 3.418332
-> class 0\|1 [0.966]
Rule 24/33: (24.6, lift 11.7)
PC2 > 2.5099
PC9 > -0.2490933
PC13 <= 5.075639
PC18 > 1.799551
PC73 <= 0.7852738
PC75 <= 0.3465766
PC81 > 0.8341225
-> class 0\|1 [0.962]
Rule 24/34: (37.4/0.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.075639
PC18 > -0.6070462
PC25 > -0.3493037
PC30 <= 2.471616
PC40 > -2.275283
PC42 > -2.148643
PC67 > 0.1222108
PC70 > -1.092124
PC75 <= 0.3465766
PC81 <= 0.8341225
PC100 <= -0.1115269
-> class 0\|1 [0.959]
Rule 24/35: (133.1/4.5, lift 11.7)
PC3 <= -0.7387897
PC8 <= 0.2318293
PC18 > 1.799551
PC21 <= 0.4791392
PC25 > -0.3493037
PC57 > -0.5600397
PC62 > -1.100342
PC66 > -1.063055
PC70 > -1.092124
PC75 <= 0.3465766
PC78 > -0.1406781
PC98 > -0.3639236
PC100 > -0.1115269
-> class 0\|1 [0.959]
Rule 24/36: (317.3/12.6, lift 11.6)
PC3 <= -1.631858
PC13 <= 5.67339
PC18 > 0.7599854
PC18 <= 1.799551
PC40 > -2.275283
PC43 > -2.217216
PC62 > -2.178224
PC69 > -3.245122
PC83 > -2.461062
PC83 <= 4.196342
PC90 > -1.764218
PC96 <= 1.594353
PC100 > -2.656917
-> class 0\|1 [0.957]
Rule 24/37: (64.5/1.9, lift 11.6)
PC2 > 2.5099
PC13 <= 5.075639
PC15 > -0.3743086
PC18 > -0.6070462
PC21 <= 0.4791392
PC47 <= 1.7071
PC55 > -0.3523255
PC63 > -0.757161
PC70 > -1.092124
PC75 <= 0.3465766
PC88 <= -0.886555
-> class 0\|1 [0.957]
Rule 24/38: (46.1/1.1, lift 11.6)
PC10 <= -2.806745
PC18 > -1.179344
PC18 <= -0.6070462
PC30 > -0.5015287
-> class 0\|1 [0.956]
Rule 24/39: (22.2, lift 11.6)
PC2 > 2.5099
PC13 <= 5.67339
PC15 > -0.3743086
PC18 > -0.6070462
PC20 <= -3.292
PC42 > -2.148643
PC63 > -0.757161
PC70 > -1.092124
PC75 <= 0.3465766
-> class 0\|1 [0.956]
Rule 24/40: (18.5, lift 11.5)
PC9 > -0.2490933
PC13 <= 5.075639
PC18 > 1.799551
PC54 > 1.40532
PC70 > -1.092124
PC73 <= 0.7852738
PC75 <= 0.3465766
PC78 > -0.646745
-> class 0\|1 [0.950]
Rule 24/41: (102.4/4.2, lift 11.6)
PC5 <= 2.909814
PC13 <= 5.67339
PC18 > 1.799551
PC26 > 0.6769034
PC36 <= 2.704227
PC40 > -2.275283
-> class 0\|1 [0.950]
Rule 24/42: (16.4, lift 11.5)
PC2 > 2.5099
PC13 <= 5.67339
PC18 > 1.799551
PC25 <= 1.091612
PC30 > -3.208889
PC47 > 1.7071
PC62 > -2.178224
-> class 0\|1 [0.946]
Rule 24/43: (37.9/1.3, lift 11.5)
PC2 > 2.5099
PC18 > 1.799551
PC42 <= 1.557549
PC62 > -2.178224
PC63 > -0.757161
PC75 <= 0.3465766
PC87 > 0.7788222
-> class 0\|1 [0.943]
Rule 24/44: (14, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.67339
PC18 > -0.6070462
PC42 <= 1.557549
PC63 > -0.757161
PC78 > -0.646745
PC78 <= -0.625707
PC87 <= 0.7788222
-> class 0\|1 [0.937]
Rule 24/45: (77.2/4.2, lift 11.4)
PC2 > 2.5099
PC3 <= -1.631858
PC7 > -0.536456
PC13 <= 5.67339
PC18 > -0.6070462
PC23 > -1.647037
PC24 > 0.7809931
PC40 > -2.275283
PC47 <= 0.7839843
PC79 <= 0.3256723
PC90 > -1.764218
PC94 <= -0.2261705
PC96 <= 1.594353
-> class 0\|1 [0.935]
Rule 24/46: (33.4/1.8, lift 11.2)
PC2 > 2.5099
PC18 <= -1.179344
PC27 > -8.771323
PC41 <= 0.5213798
PC57 > 0.2950377
PC82 <= -1.904638
PC97 > 0.4780304
-> class 0\|1 [0.920]
Rule 24/47: (56.8/4.2, lift 11.1)
PC15 > -0.3743086
PC18 > 1.799551
PC21 <= 0.4283473
PC40 > -2.275283
PC55 <= -0.3523255
PC75 <= 0.3465766
PC99 > -1.489295
-> class 0\|1 [0.912]
Rule 24/48: (40.6/2.9, lift 11.1)
PC4 <= -9.250724
PC11 <= 0.09943666
PC18 > -0.6070462
PC54 <= 1.40532
PC57 > -0.5600397
PC70 > -1.092124
PC73 <= 0.7852738
PC76 <= 0.5645545
-> class 0\|1 [0.909]
Rule 24/49: (6.7, lift 10.7)
PC18 > -1.179344
PC18 <= -0.6070462
PC34 > 4.702912
-> class 0\|1 [0.881]
Rule 24/50: (45.7/4.8, lift 10.7)
PC2 > 2.5099
PC13 <= 5.67339
PC15 > -0.3743086
PC18 > 1.799551
PC26 <= 0.6769034
PC40 > -2.275283
PC42 > 1.557549
PC63 > -0.757161
-> class 0\|1 [0.878]
Rule 24/51: (71.3/8.4, lift 10.6)
PC3 <= -0.7387897
PC13 <= 5.67339
PC18 > 1.799551
PC25 <= -0.3493037
PC30 <= 2.471616
PC42 > -2.148643
PC42 <= 1.557549
PC55 > -0.3523255
PC63 > -0.757161
PC70 > -1.092124
PC75 <= 0.3465766
PC87 <= 0.7788222
PC99 > -1.489295
-> class 0\|1 [0.872]
Rule 24/52: (4.8, lift 10.4)
PC4 <= -7.746524
PC29 <= -3.782817
-> class 0\|1 [0.853]
Rule 24/53: (36.4/5, lift 10.3)
PC13 > 5.075639
PC13 <= 5.67339
PC18 > 1.799551
-> class 0\|1 [0.843]
Rule 24/54: (37.8/6.2, lift 9.9)
PC15 <= -0.3743086
PC18 > 1.799551
PC21 <= 0.4791392
PC30 > -3.208889
PC41 <= 0.5265976
PC47 <= 3.418332
PC62 > -2.178224
PC69 > -3.245122
PC99 > -1.489295
-> class 0\|1 [0.818]
Rule 24/55: (87.9/17, lift 9.7)
PC11 > -0.265009
PC13 > 5.67339
PC18 > 3.388122
PC47 <= 3.418332
PC49 <= 0.9069402
PC97 > -0.6692719
-> class 0\|1 [0.800]
Rule 24/56: (153, lift 9.9)
PC13 > 5.67339
PC15 > 0.3890451
PC18 > -0.6070462
PC18 <= 3.388122
PC47 <= 3.418332
PC63 <= 1.391591
PC68 > -0.2097016
PC70 <= 1.86289
-> class 0\|2 [0.994]
Rule 24/57: (68.3, lift 9.8)
PC18 > -3.743626
PC18 <= -1.179344
PC20 > -3.808707
PC27 > -2.484164
PC32 <= 0.9928104
PC45 > 1.347364
PC45 <= 1.917032
PC80 <= 0.9478375
PC88 <= -0.4497831
-> class 0\|2 [0.985]
Rule 24/58: (55.7, lift 9.8)
PC3 <= 1.640775
PC18 <= -1.179344
PC27 > -8.771323
PC35 > -0.3761257
PC38 <= 1.104251
PC57 <= 0.2950377
PC68 > -0.19714
PC82 <= -1.904638
-> class 0\|2 [0.983]
Rule 24/59: (76.3/0.6, lift 9.8)
PC2 > 2.5099
PC12 <= 1.242729
PC18 <= -0.6070462
PC20 > -3.808707
PC31 > -0.3008675
PC47 <= 0.08180366
PC76 > 1.059896
PC87 <= -0.1430708
PC93 > -1.104219
-> class 0\|2 [0.980]
Rule 24/60: (41.2, lift 9.7)
PC10 <= -2.278349
PC18 <= -1.179344
PC20 > -3.808707
PC41 <= 0.5213798
PC45 <= 1.917032
PC82 > -1.904638
PC92 <= -0.5217429
-> class 0\|2 [0.977]
Rule 24/61: (42.9, lift 9.7)
PC10 <= -2.278349
PC18 <= -0.6070462
PC20 > -3.808707
PC43 > 0.8220217
PC63 > -0.8515564
PC87 > -0.1697736
PC92 > -0.5217429
-> class 0\|2 [0.977]
Rule 24/62: (54.6/0.3, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC16 > -0.5352915
PC18 > -0.6070462
PC40 <= -2.275283
PC75 <= -0.02416769
-> class 0\|2 [0.977]
Rule 24/63: (44.3/0.1, lift 9.7)
PC2 > 2.5099
PC3 <= -1.631858
PC7 <= -0.536456
PC18 > -0.6070462
PC18 <= 1.799551
PC24 > 0.7809931
PC47 <= 3.418332
-> class 0\|2 [0.976]
Rule 24/64: (37.8, lift 9.7)
PC10 <= -2.278349
PC18 <= -0.6070462
PC22 <= -1.746829
PC31 > -0.3008675
PC82 > -1.904638
-> class 0\|2 [0.975]
Rule 24/65: (35.4, lift 9.7)
PC3 <= 1.640775
PC10 <= -2.278349
PC18 <= -1.179344
PC20 > -3.808707
PC36 > 0.8773127
PC87 > -0.1697736
PC89 > -0.16803
PC97 <= 0.5260856
-> class 0\|2 [0.973]
Rule 24/66: (35.1, lift 9.7)
PC10 <= -2.278349
PC18 <= -0.6070462
PC20 > -3.808707
PC31 > -0.3008675
PC82 > -1.904638
PC84 > 0.2153313
PC87 > -0.1697736
-> class 0\|2 [0.973]
Rule 24/67: (33.5, lift 9.7)
PC10 <= -2.278349
PC18 <= -1.179344
PC20 > -3.808707
PC41 <= 0.5213798
PC47 <= -0.3378623
PC87 > -0.1697736
-> class 0\|2 [0.972]
Rule 24/68: (126.7/3.4, lift 9.6)
PC4 <= -7.746524
PC18 <= -1.179344
PC29 > -3.782817
PC43 <= 0.3290616
PC77 > -0.3915705
-> class 0\|2 [0.965]
Rule 24/69: (52.4/1.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC34 > -3.30041
PC45 <= 1.917032
PC74 > 3.314489
PC82 > -1.904638
-> class 0\|2 [0.961]
Rule 24/70: (25.7/0.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -2.278349
PC18 > -3.743626
PC18 <= -0.6070462
PC30 <= 1.145533
PC37 > -0.7613915
PC47 > 0.08180366
PC66 <= 3.829112
PC76 > 1.059896
PC80 <= 0.9478375
PC93 > -1.104219
-> class 0\|2 [0.959]
Rule 24/71: (68.9/2.1, lift 9.5)
PC3 <= 1.640775
PC18 > -3.743626
PC18 <= -0.6070462
PC20 > -3.808707
PC27 > -8.771323
PC27 <= -2.484164
PC45 <= 1.917032
PC66 <= 3.829112
PC82 > -1.904638
-> class 0\|2 [0.957]
Rule 24/72: (47.9/1.1, lift 9.5)
PC12 <= 1.242729
PC18 > -3.743626
PC57 <= 1.254268
PC76 > 1.059896
PC79 > 1.064268
PC82 > -1.904638
PC89 > -0.5748603
-> class 0\|2 [0.957]
Rule 24/73: (22.3, lift 9.5)
PC18 <= -1.179344
PC34 <= -3.30041
PC40 > -2.798079
-> class 0\|2 [0.956]
Rule 24/74: (23.5/0.2, lift 9.5)
PC2 > 2.5099
PC18 > -0.6070462
PC47 <= 3.418332
PC83 > 4.196342
PC86 <= 4.013646
-> class 0\|2 [0.955]
Rule 24/75: (58.7/2, lift 9.5)
PC4 > -7.746524
PC10 <= -2.278349
PC18 <= -0.6070462
PC20 > -3.808707
PC31 > -0.3008675
PC34 > -3.30041
PC45 <= 1.917032
PC89 > -0.5748603
PC89 <= -0.16803
PC93 > -1.104219
-> class 0\|2 [0.951]
Rule 24/76: (16.1, lift 9.4)
PC18 <= -0.6070462
PC27 > -2.484164
PC29 > 1.814559
PC80 <= 0.9478375
PC82 > -1.904638
PC93 <= -1.104219
-> class 0\|2 [0.945]
Rule 24/77: (14.6, lift 9.4)
PC10 <= -2.278349
PC15 <= 0.787059
PC19 > 0.1093912
PC20 > -3.808707
PC82 > -1.904638
PC87 > -0.1697736
-> class 0\|2 [0.940]
Rule 24/78: (120.1/7.9, lift 9.2)
PC2 > 2.5099
PC13 <= 2.1146
PC15 <= 0.787059
PC18 > -3.743626
PC18 <= -0.6070462
PC30 > 1.145533
PC40 > -2.798079
PC41 <= 0.5213798
PC50 > -0.3109321
PC82 > -1.904638
PC93 > -1.104219
-> class 0\|2 [0.927]
Rule 24/79: (15.5/0.3, lift 9.2)
PC10 <= -2.278349
PC15 <= 0.787059
PC18 <= -0.6070462
PC19 <= 0.1093912
PC20 > -3.808707
PC41 <= 0.5213798
PC63 <= -0.8515564
PC89 > -0.16803
-> class 0\|2 [0.926]
Rule 24/80: (71.7/5, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -2.278349
PC12 <= 1.242729
PC18 > -3.743626
PC18 <= -0.6070462
PC32 <= 0.9928104
PC45 <= 1.347364
PC65 <= -0.8405703
PC66 <= 3.829112
PC80 <= 0.9478375
PC89 > -0.5748603
-> class 0\|2 [0.919]
Rule 24/81: (28.7/1.6, lift 9.1)
PC6 > -0.8090619
PC18 > -3.743626
PC18 <= -1.179344
PC20 > -3.808707
PC76 > 1.059896
PC79 <= -0.6519772
PC93 > -1.104219
-> class 0\|2 [0.915]
Rule 24/82: (52.5/3.7, lift 9.1)
PC3 <= 1.640775
PC10 > -2.278349
PC12 <= 1.242729
PC18 > -3.743626
PC18 <= -1.179344
PC20 > -3.808707
PC30 <= 1.145533
PC31 > -0.3008675
PC45 <= 1.347364
PC57 > 1.254268
PC74 <= 3.314489
PC80 <= 0.9478375
-> class 0\|2 [0.914]
Rule 24/83: (189.2/15.6, lift 9.1)
PC2 > 2.5099
PC3 <= -1.728764
PC6 <= -0.1801312
PC10 > -2.806745
PC15 > -1.308368
PC18 > -1.179344
PC18 <= -0.6070462
PC20 > -4.323125
PC22 > -2.581185
PC29 <= 2.630119
PC34 <= 4.702912
PC40 > -1.879521
PC41 <= 0.5213798
-> class 0\|2 [0.913]
Rule 24/84: (29.5/1.8, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -2.278349
PC12 <= 1.242729
PC18 <= -1.179344
PC20 > -3.808707
PC30 <= 1.145533
PC32 <= 0.9928104
PC37 <= -0.7613915
PC40 > -2.798079
PC45 <= 1.917032
PC82 > -1.904638
PC89 > -0.5748603
PC93 > -1.104219
-> class 0\|2 [0.910]
Rule 24/85: (45.1/3.5, lift 9.0)
PC10 <= -2.278349
PC18 <= -1.179344
PC20 > -3.808707
PC41 <= 0.5213798
PC45 <= 1.347364
PC52 > 1.168942
PC69 > 0.0382539
PC87 > -0.1697736
-> class 0\|2 [0.905]
Rule 24/86: (24.4/1.5, lift 9.0)
PC10 <= -2.278349
PC18 > -3.743626
PC18 <= -0.6070462
PC20 > -3.808707
PC31 > -0.3008675
PC69 <= 0.0382539
PC97 > 0.5260856
-> class 0\|2 [0.904]
Rule 24/87: (89.9/8.2, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.8090619
PC18 > -3.743626
PC18 <= -0.6070462
PC20 > -3.808707
PC27 > -8.771323
PC34 > -3.30041
PC40 > -2.798079
PC41 <= 0.5213798
PC45 <= 1.917032
PC66 <= 3.829112
PC82 > -1.904638
PC93 > -1.104219
-> class 0\|2 [0.900]
Rule 24/88: (7.4, lift 8.9)
PC18 <= -1.179344
PC87 > -0.1697736
PC87 <= -0.1685117
-> class 0\|2 [0.894]
Rule 24/89: (143.6/14.6, lift 8.9)
PC3 <= 1.640775
PC15 > 0.787059
PC18 <= -1.179344
PC41 <= 0.5213798
PC53 <= 1.954918
PC82 > -1.904638
PC90 <= 2.315367
-> class 0\|2 [0.893]
Rule 24/90: (60.3/6.5, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC15 <= 0.787059
PC18 <= -1.179344
PC27 > -8.771323
PC31 <= -0.3008675
PC45 <= 1.917032
PC66 <= 3.829112
PC68 > -1.283946
PC80 <= 0.9478375
PC82 > -1.904638
-> class 0\|2 [0.879]
Rule 24/91: (39.1/4.5, lift 8.6)
PC4 > -7.746524
PC18 <= -1.179344
PC33 > 4.506266
PC82 > -1.904638
-> class 0\|2 [0.867]
Rule 24/92: (6.5/0.2, lift 8.5)
PC10 > -2.278349
PC12 <= 1.242729
PC18 <= -0.6070462
PC20 > -3.808707
PC20 <= -3.759189
PC45 <= 1.917032
-> class 0\|2 [0.855]
Rule 24/93: (87.1/12.7, lift 8.4)
PC2 > 2.5099
PC12 <= 1.242729
PC18 > -3.743626
PC18 <= -1.179344
PC20 > -3.808707
PC30 <= 1.145533
PC31 > -0.3008675
PC32 > 0.9928104
PC74 <= 3.314489
PC80 <= 0.9478375
-> class 0\|2 [0.847]
Rule 24/94: (59.4/9.7, lift 8.2)
PC3 <= 1.640775
PC10 <= -2.806745
PC18 > -1.179344
PC18 <= -0.6070462
PC30 <= -0.5015287
-> class 0\|2 [0.826]
Rule 24/95: (7742.5/5743.2, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.258]
Rule 24/96: (125.4/1.1, lift 11.3)
PC13 > 5.67339
PC15 <= 0.3890451
PC17 <= 0.8061186
PC18 <= 3.388122
PC65 > -0.9334315
-> class 0\|3 [0.983]
Rule 24/97: (57.7, lift 11.3)
PC4 > -7.746524
PC6 > -0.8090619
PC18 <= -1.179344
PC20 > -3.808707
PC30 <= 1.145533
PC33 <= 4.506266
PC34 > -3.30041
PC45 > 1.347364
PC51 <= 0.8082614
PC80 <= 0.7724206
PC88 > -0.4497831
-> class 0\|3 [0.982]
Rule 24/98: (29.9/0.6, lift 10.9)
PC2 > 2.5099
PC16 > -0.5352915
PC18 > -0.6070462
PC40 <= -2.275283
PC75 > -0.02416769
-> class 0\|3 [0.951]
Rule 24/99: (25.8/1.3, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.6070462
PC47 > 3.418332
-> class 0\|3 [0.916]
Rule 24/100: (11.8/0.6, lift 10.1)
PC13 > 5.67339
PC15 > 0.3890451
PC18 > -0.6070462
PC18 <= 3.388122
PC30 > -3.208889
PC63 > 1.391591
PC70 <= 1.86289
-> class 0\|3 [0.884]
Rule 24/101: (100.3/11.5, lift 10.1)
PC13 > 5.67339
PC18 <= 3.388122
PC68 <= -0.2097016
PC70 <= 1.86289
-> class 0\|3 [0.878]
Rule 24/102: (28.5/7.9, lift 8.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.6070462
PC62 > -2.178224
PC86 > 4.013646
-> class 0\|3 [0.708]
Rule 24/103: (3037.4/1502.1, lift 5.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.6070462
-> class 0\|3 [0.505]
Rule 24/104: (115.5, lift 23.0)
PC1 > -0.3900895
PC14 <= -1.848327
PC94 <= -0.114962
-> class 1\|0 [0.991]
Rule 24/105: (87, lift 22.9)
PC1 > -0.2019541
PC2 <= 2.5099
PC9 > -1.089828
PC16 <= -1.941889
PC51 <= 0.3681227
PC77 > 0.05769231
PC79 > 0.06052511
-> class 1\|0 [0.989]
Rule 24/106: (54.2, lift 22.8)
PC3 > 1.640775
PC16 <= -0.8953013
PC19 > -0.19704
PC46 > -0.6492637
PC48 <= 0.002664346
PC65 > 0.2768084
PC77 <= 0.7041603
-> class 1\|0 [0.982]
Rule 24/107: (375.7/8.4, lift 22.6)
PC1 > -0.2019541
PC3 <= 0.6345929
PC6 <= 5.1094
PC9 > 0.3046936
PC10 <= 1.060808
PC19 > -0.6420646
PC91 > -0.507357
-> class 1\|0 [0.975]
Rule 24/108: (38.5, lift 22.6)
PC1 > -0.2019541
PC2 <= 2.5099
PC25 > 0.6703465
PC68 > 1.190678
-> class 1\|0 [0.975]
Rule 24/109: (135.6/3.3, lift 22.4)
PC1 > -0.3900895
PC3 <= 0.775887
PC8 > -3.691019
PC15 <= -3.933971
-> class 1\|0 [0.969]
Rule 24/110: (88.7/2.1, lift 22.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC19 <= -0.19704
PC21 > -0.2093299
PC22 > 0.1221173
PC46 > -0.6492637
PC77 <= 0.7041603
PC94 <= 0.1432274
-> class 1\|0 [0.966]
Rule 24/111: (21.5, lift 22.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC39 > 0.6040915
PC46 > -0.6492637
PC94 <= 0.1432274
-> class 1\|0 [0.957]
Rule 24/112: (93.5/5.1, lift 21.7)
PC3 > 1.640775
PC8 > -3.620445
PC12 <= -0.07186928
PC16 <= -0.8953013
PC19 > -0.19704
PC21 > -0.2093299
PC33 > -0.545204
PC46 > -0.6492637
PC48 <= -0.1479321
PC50 <= 0.4399258
PC88 > -0.327463
-> class 1\|0 [0.936]
Rule 24/113: (12.8, lift 21.6)
PC3 <= 0.775887
PC6 > 5.1094
PC10 <= 0.09323498
-> class 1\|0 [0.932]
Rule 24/114: (10.6, lift 21.3)
PC1 > -0.2019541
PC3 <= 0.775887
PC6 > 5.1094
PC8 > 0.9348119
PC19 > -0.6420646
-> class 1\|0 [0.921]
Rule 24/115: (5, lift 19.8)
PC3 > 0.775887
PC9 > -1.089828
PC17 <= 0.4833319
PC77 <= 0.05769231
PC85 <= -0.63322
PC99 <= 1.594266
-> class 1\|0 [0.857]
Rule 24/116: (5.4/0.2, lift 19.3)
PC2 <= 2.5099
PC3 > 0.775887
PC16 <= -1.941889
PC17 > 0.4833319
-> class 1\|0 [0.835]
Rule 24/117: (3.7, lift 19.1)
PC1 > -0.3900895
PC2 <= 2.5099
PC3 <= 0.775887
PC8 > -3.691019
PC50 > 0.5827398
-> class 1\|0 [0.825]
Rule 24/118: (202.6/0.3, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC19 > -0.19704
PC39 <= 0.6040915
PC50 > 0.4399258
-> class 1\|1 [0.993]
Rule 24/119: (77.4, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC22 <= 0.1221173
-> class 1\|1 [0.987]
Rule 24/120: (212.7/2.1, lift 16.2)
PC1 > -0.3900895
PC6 > 5.1094
PC8 <= 0.9348119
PC9 > 0.3046936
PC10 > 0.09323498
PC15 > -3.933971
PC19 > -0.6420646
PC72 <= 0.3253488
-> class 1\|1 [0.986]
Rule 24/121: (61.7, lift 16.2)
PC1 > 8.817184
PC3 <= 0.775887
PC8 > -3.691019
PC9 <= 0.3046936
PC19 > -1.330249
PC50 <= 0.5827398
PC53 > -1.87135
-> class 1\|1 [0.984]
Rule 24/122: (61.5, lift 16.2)
PC1 > -0.3900895
PC2 <= 2.5099
PC3 <= 0.775887
PC10 > 1.060808
PC19 > -0.6420646
-> class 1\|1 [0.984]
Rule 24/123: (59, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC21 <= -0.2093299
-> class 1\|1 [0.984]
Rule 24/124: (55.2, lift 16.2)
PC1 > 12.59666
PC6 <= -2.217718
PC8 > -3.691019
PC19 <= -1.330249
PC53 > -1.87135
-> class 1\|1 [0.983]
Rule 24/125: (58.3, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC33 <= -0.545204
-> class 1\|1 [0.983]
Rule 24/126: (36.4, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC77 > 0.7041603
-> class 1\|1 [0.974]
Rule 24/127: (24.9, lift 15.9)
PC1 > -0.3900895
PC3 <= 0.775887
PC9 > 0.3046936
PC19 <= -0.6420646
PC42 <= 1.108237
-> class 1\|1 [0.963]
Rule 24/128: (22.2, lift 15.8)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.07186928
PC19 > -0.19704
PC46 > -0.6492637
PC48 <= 0.002664346
PC94 <= 0.1432274
-> class 1\|1 [0.959]
Rule 24/129: (71.9/2.6, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC17 <= 1.548725
PC47 > -0.4425208
PC50 > -0.2174873
PC83 > -0.4965701
PC91 > -1.013942
-> class 1\|1 [0.951]
Rule 24/130: (31.5/0.7, lift 15.6)
PC3 > 1.640775
PC51 > -0.7567238
PC96 > 3.243744
-> class 1\|1 [0.949]
Rule 24/131: (24.1/0.7, lift 15.4)
PC1 > -0.2019541
PC1 <= 8.817184
PC3 <= 0.775887
PC8 > -3.691019
PC9 <= 0.3046936
PC21 <= 0.9485729
PC53 > -1.87135
PC73 <= -0.2491612
-> class 1\|1 [0.933]
Rule 24/132: (28.9/1.4, lift 15.2)
PC1 > -0.2019541
PC16 > -1.941889
PC68 > 1.190678
PC82 <= -0.7648436
-> class 1\|1 [0.924]
Rule 24/133: (16.9/0.7, lift 15.0)
PC1 > -0.3900895
PC2 <= 2.5099
PC34 > -0.6941806
PC35 > -1.212324
PC43 > 0.1691158
PC79 > 0.2891971
PC94 > -0.6047262
-> class 1\|1 [0.911]
Rule 24/134: (4.9, lift 14.1)
PC2 <= 2.5099
PC3 > 0.775887
PC13 > 0.1925189
PC68 > 1.190678
-> class 1\|1 [0.854]
Rule 24/135: (153.1/21.6, lift 14.1)
PC3 > 1.640775
PC16 <= -0.8953013
PC19 > -0.19704
PC48 > -0.1479321
PC65 <= 0.2768084
PC77 <= 0.7041603
PC94 <= 0.1432274
-> class 1\|1 [0.854]
Rule 24/136: (725.8/275.8, lift 10.2)
PC1 > -0.2019541
PC3 > 0.775887
PC16 <= -1.941889
-> class 1\|1 [0.620]
Rule 24/137: (59.1/22.6, lift 10.1)
PC2 <= 2.5099
PC3 > 0.6345929
PC3 <= 0.775887
PC6 <= 5.1094
PC19 > -0.6420646
-> class 1\|1 [0.614]
Rule 24/138: (45.3/22.3, lift 8.3)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.775887
PC5 > -6.396301
PC25 > 0.3525581
PC43 <= 0.1691158
PC68 <= 1.190678
-> class 1\|1 [0.506]
Rule 24/139: (122.5/0.4, lift 16.9)
PC1 > 6.280995
PC3 <= 0.775887
PC6 > -2.217718
PC9 <= 0.3046936
PC19 <= -1.330249
PC53 > -1.87135
PC79 <= 0.4797541
-> class 1\|2 [0.989]
Rule 24/140: (62.3, lift 16.8)
PC2 <= 2.5099
PC3 > 0.775887
PC13 <= 0.1925189
PC16 > -1.941889
PC25 <= 0.6703465
PC68 > 1.190678
PC82 > -0.7648436
-> class 1\|2 [0.984]
Rule 24/141: (94.5/0.6, lift 16.8)
PC2 <= 2.5099
PC3 > 0.775887
PC5 <= -6.396301
PC16 > -1.941889
PC94 > -0.7493104
-> class 1\|2 [0.983]
Rule 24/142: (53.9, lift 16.8)
PC3 > 0.775887
PC35 <= -1.212324
-> class 1\|2 [0.982]
Rule 24/143: (238.7/3.9, lift 16.7)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.775887
PC14 > -1.848327
PC20 <= 0.1080293
PC34 > -0.6941806
PC43 > 0.1691158
PC56 > -0.6419484
PC68 <= 1.190678
PC79 <= 0.2891971
PC81 > -1.426867
PC94 > -0.6047262
-> class 1\|2 [0.979]
Rule 24/144: (38.1, lift 16.7)
PC1 > -0.3900895
PC2 <= 2.5099
PC8 > -3.691019
PC14 > -1.848327
PC16 > -1.941889
PC73 <= -1.576879
-> class 1\|2 [0.975]
Rule 24/145: (38.7, lift 16.7)
PC2 > 2.5099
PC3 > 1.640775
PC17 > 1.548725
PC51 > -0.7567238
-> class 1\|2 [0.975]
Rule 24/146: (29.9, lift 16.6)
PC3 > 0.775887
PC24 > 2.195375
PC25 <= 0.3525581
PC100 > 0.6179775
-> class 1\|2 [0.969]
Rule 24/147: (27.1, lift 16.5)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.775887
PC14 > -1.848327
PC24 > 2.195375
PC36 > -0.8575499
PC62 > 0.130533
PC97 <= 0.6857011
-> class 1\|2 [0.966]
Rule 24/148: (84/2, lift 16.5)
PC2 <= 2.312328
PC3 > 0.775887
PC5 <= 9.042237
PC13 <= -0.2615881
PC14 > -1.848327
PC16 > -1.941889
PC23 <= 1.762541
PC29 > -0.1709118
PC38 > -0.1110906
-> class 1\|2 [0.965]
Rule 24/149: (25.8, lift 16.5)
PC1 > -0.2019541
PC24 > 2.195375
PC68 <= -2.25446
-> class 1\|2 [0.964]
Rule 24/150: (30.7/0.2, lift 16.4)
PC1 > -0.3900895
PC9 > 0.3046936
PC19 <= -0.6420646
PC42 > 1.108237
-> class 1\|2 [0.962]
Rule 24/151: (22.3, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC51 > -0.7567238
PC83 <= -0.4965701
PC96 <= 3.243744
-> class 1\|2 [0.959]
Rule 24/152: (57.4/1.5, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC17 <= 1.548725
PC47 <= -0.4425208
PC91 > -1.013942
PC96 <= 3.243744
-> class 1\|2 [0.958]
Rule 24/153: (18.7, lift 16.3)
PC1 <= -0.2019541
PC2 <= 2.5099
PC5 <= -4.8876
PC84 <= -0.3415009
-> class 1\|2 [0.952]
Rule 24/154: (133.7/6.4, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC50 <= -0.2174873
PC51 > -0.7567238
PC96 <= 3.243744
-> class 1\|2 [0.946]
Rule 24/155: (89.7/4.7, lift 16.0)
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 1.947212
PC13 > -0.2615881
PC16 > -1.941889
PC16 <= 7.091576
PC25 > -0.2335461
PC40 > 0.0993054
PC97 > 0.6857011
-> class 1\|2 [0.938]
Rule 24/156: (110.1/6.2, lift 16.0)
PC2 > 2.964675
PC3 > 1.640775
PC15 > -1.690133
PC16 > -0.8953013
PC51 <= -0.7567238
-> class 1\|2 [0.936]
Rule 24/157: (30.9/1.3, lift 15.9)
PC1 > -0.2019541
PC2 <= 2.5099
PC73 <= -1.669134
PC99 <= 1.594266
-> class 1\|2 [0.929]
Rule 24/158: (64.3/4.7, lift 15.6)
PC5 > 9.042237
PC14 > -1.848327
PC16 > -1.941889
PC68 <= 1.190678
-> class 1\|2 [0.914]
Rule 24/159: (49.7/3.5, lift 15.6)
PC1 > -0.2019541
PC3 <= 0.775887
PC6 > -2.217718
PC9 <= 0.3046936
PC14 <= 0.7324552
PC19 <= -1.330249
PC53 > -1.87135
-> class 1\|2 [0.913]
Rule 24/160: (38/2.6, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC51 > -0.7567238
PC91 <= -1.013942
PC96 <= 3.243744
-> class 1\|2 [0.909]
Rule 24/161: (62.3/6.1, lift 15.2)
PC1 > -0.3900895
PC2 <= 2.5099
PC20 <= -1.39075
PC97 <= 0.6857011
-> class 1\|2 [0.890]
Rule 24/162: (25.7/2.2, lift 15.1)
PC2 <= 2.5099
PC3 > 0.775887
PC14 > -1.848327
PC16 > -1.941889
PC36 <= -0.8575499
PC68 <= 1.190678
-> class 1\|2 [0.883]
Rule 24/163: (6.3, lift 15.0)
PC1 > -0.3900895
PC8 > -3.691019
PC11 > 3.414823
PC53 <= -1.87135
PC71 > -0.7803868
-> class 1\|2 [0.879]
Rule 24/164: (6.2/0.1, lift 14.7)
PC2 > 2.5099
PC2 <= 2.964675
PC6 <= -3.988598
PC16 > -0.8953013
PC51 <= -0.7567238
-> class 1\|2 [0.860]
Rule 24/165: (14.2/2.7, lift 13.2)
PC3 > 0.775887
PC16 <= -1.941889
PC77 <= 0.05769231
PC99 > 1.594266
-> class 1\|2 [0.769]
Rule 24/166: (29.5/8.6, lift 11.9)
PC1 > -0.3900895
PC2 <= 2.5099
PC8 > -3.691019
PC9 <= -1.089828
PC16 <= -1.941889
-> class 1\|2 [0.695]
Rule 24/167: (27.1/10.4, lift 10.4)
PC1 > -0.3900895
PC8 <= -3.691019
PC19 <= -1.380552
-> class 1\|2 [0.608]
Rule 24/168: (111.9, lift 14.5)
PC2 > 2.5099
PC2 <= 2.964675
PC3 > 1.640775
PC6 > -3.988598
PC16 > -0.8953013
PC51 <= -0.7567238
-> class 1\|3 [0.991]
Rule 24/169: (29.5, lift 14.2)
PC1 > -0.3900895
PC1 <= 6.280995
PC3 <= 0.775887
PC8 > -3.691019
PC14 > 0.7324552
PC19 <= -1.330249
-> class 1\|3 [0.968]
Rule 24/170: (23.2, lift 14.0)
PC2 <= 2.5099
PC3 > 0.775887
PC5 <= 9.042237
PC68 <= 1.190678
PC81 <= -1.426867
-> class 1\|3 [0.958]
Rule 24/171: (14.1, lift 13.7)
PC1 > -0.3900895
PC3 <= 0.775887
PC19 <= -1.330249
PC79 > 0.4797541
-> class 1\|3 [0.938]
Rule 24/172: (98.2/5.4, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.690133
PC51 <= -0.7567238
-> class 1\|3 [0.936]
Rule 24/173: (1565/823.5, lift 6.9)
PC2 <= 2.5099
PC3 > 0.775887
PC8 > -3.691019
PC16 > -1.941889
-> class 1\|3 [0.474]
Rule 24/174: (313.7/1.8, lift 13.9)
PC8 > -0.2284522
PC19 <= -0.03561153
PC20 <= 0.03732822
PC21 > 1.224154
PC46 <= 1.406275
PC74 > -0.4451961
PC82 <= 0.5706487
PC98 > -0.7051479
-> class 2\|0 [0.991]
Rule 24/175: (78, lift 13.9)
PC1 > -0.3900895
PC2 <= 2.5099
PC3 <= 0.775887
PC9 <= 0.3046936
PC11 <= 3.414823
PC53 <= -1.87135
PC71 > -0.7803868
-> class 2\|0 [0.988]
Rule 24/176: (106.8/0.5, lift 13.8)
PC8 > 1.983468
PC11 > -0.3772537
PC11 <= 0.4267919
PC21 > 0.01905439
PC30 <= 0.4274837
PC37 <= -0.1162327
PC46 <= 1.406275
PC56 <= 0.2675404
PC74 > -0.4451961
PC77 <= 0.06182602
PC84 > -0.07662261
-> class 2\|0 [0.986]
Rule 24/177: (41.7, lift 13.7)
PC1 <= -0.3900895
PC8 > 1.983468
PC20 <= 0.03732822
PC21 > 0.01905439
PC25 <= 0.324371
PC57 > -0.7836637
PC69 > 0.31135
PC82 <= 0.5706487
-> class 2\|0 [0.977]
Rule 24/178: (344/8.4, lift 13.7)
PC5 <= 1.554856
PC8 > 1.983468
PC11 > 0.4267919
PC19 <= -0.03561153
PC20 > -0.4453688
PC20 <= 0.03732822
PC21 > 0.01905439
PC46 <= 1.406275
PC56 <= 0.2675404
PC66 > -0.219927
PC74 > -0.4451961
PC77 <= 0.06182602
PC98 > -0.7051479
-> class 2\|0 [0.973]
Rule 24/179: (155.1/4, lift 13.6)
PC8 > 1.983468
PC11 > -0.834318
PC20 <= 0.03732822
PC21 > 2.092438
PC25 <= 0.324371
PC46 <= 1.406275
PC57 > -0.7836637
PC82 <= 0.5706487
PC98 > -0.7051479
-> class 2\|0 [0.968]
Rule 24/180: (24.3, lift 13.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC32 > 1.071236
PC45 > 0.163273
-> class 2\|0 [0.962]
Rule 24/181: (17.6, lift 13.3)
PC7 > 0.1284205
PC8 > -0.2284522
PC8 <= 1.983468
PC14 <= -0.04337166
PC31 <= -0.5880031
PC44 > 0.6094521
-> class 2\|0 [0.949]
Rule 24/182: (95/5.2, lift 13.1)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 > -0.834318
PC32 > 1.677745
PC94 > -0.5930428
-> class 2\|0 [0.936]
Rule 24/183: (12.5, lift 13.1)
PC1 <= -0.3900895
PC2 <= 2.5099
PC7 > 1.45466
PC11 > -0.834318
PC20 <= 0.03732822
PC74 <= -0.4451961
PC82 <= 0.5706487
PC96 > -0.1801059
-> class 2\|0 [0.931]
Rule 24/184: (7.7, lift 12.6)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 > -0.834318
PC20 > 0.03732822
PC21 > 0.01905439
PC55 <= -0.5641191
PC57 > -0.7836637
PC82 <= 0.5706487
-> class 2\|0 [0.897]
Rule 24/185: (8.4/0.6, lift 11.8)
PC8 > 1.983468
PC11 > -0.834318
PC20 > 0.03732822
PC21 > 0.01905439
PC65 > 0.3543542
-> class 2\|0 [0.843]
Rule 24/186: (42.5/7.1, lift 11.5)
PC2 <= 2.5099
PC7 > 0.1284205
PC8 > -0.2284522
PC14 <= -0.04337166
PC44 > 0.6094521
PC78 > 0.3384681
-> class 2\|0 [0.819]
Rule 24/187: (168.3/33.8, lift 11.2)
PC5 <= 1.554856
PC8 > 1.983468
PC11 > -0.834318
PC20 <= 0.03732822
PC21 > 0.01905439
PC25 <= 0.324371
PC57 > -0.7836637
PC82 <= 0.5706487
PC96 <= -0.1801059
-> class 2\|0 [0.796]
Rule 24/188: (15.6/2.7, lift 11.1)
PC1 <= -0.3900895
PC5 <= 1.554856
PC8 > 1.983468
PC21 <= 0.01905439
PC94 <= -0.5930428
-> class 2\|0 [0.790]
Rule 24/189: (30.1/5.9, lift 11.0)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.983468
PC25 <= -0.1151094
PC32 > 1.071236
-> class 2\|0 [0.784]
Rule 24/190: (6/0.9, lift 10.7)
PC1 <= -0.3900895
PC5 <= 1.554856
PC8 > 1.983468
PC21 <= 0.01905439
PC100 <= -0.597743
-> class 2\|0 [0.762]
Rule 24/191: (1355.9/845.1, lift 5.3)
PC1 > -0.3900895
PC1 <= -0.2019541
PC2 <= 2.5099
-> class 2\|0 [0.377]
Rule 24/192: (148.3, lift 10.1)
PC1 <= -0.3900895
PC8 > 1.983468
PC21 <= 1.224154
PC25 <= 0.324371
PC56 > 0.2675404
-> class 2\|1 [0.993]
Rule 24/193: (280.2/1, lift 10.1)
PC1 <= -0.3900895
PC5 <= 1.554856
PC8 > 1.983468
PC11 > -0.834318
PC19 > -0.03561153
PC21 <= 2.092438
PC69 <= 0.31135
-> class 2\|1 [0.993]
Rule 24/194: (115, lift 10.1)
PC1 <= -0.3900895
PC8 > 1.983468
PC20 > 0.03732822
PC21 > 0.01905439
PC55 > -0.5641191
PC65 <= 0.3543542
-> class 2\|1 [0.991]
Rule 24/195: (93.2/0.2, lift 10.1)
PC5 <= 1.554856
PC8 > 1.983468
PC25 <= 0.324371
PC57 <= -0.7836637
-> class 2\|1 [0.987]
Rule 24/196: (77.8, lift 10.1)
PC2 <= 2.5099
PC5 <= 1.554856
PC8 > 1.983468
PC11 > -0.834318
PC11 <= 0.4267919
PC21 <= 1.224154
PC37 <= -0.1162327
PC84 <= -0.07662261
-> class 2\|1 [0.987]
Rule 24/197: (223.7/2.1, lift 10.1)
PC5 <= 1.554856
PC8 > 1.983468
PC11 > -0.834318
PC21 <= 0.01905439
PC25 <= 0.324371
PC32 <= 1.677745
PC94 > -0.5930428
PC100 > -0.597743
-> class 2\|1 [0.986]
Rule 24/198: (64.1, lift 10.0)
PC1 <= -0.3900895
PC8 > 1.983468
PC82 > 0.5706487
-> class 2\|1 [0.985]
Rule 24/199: (158.9/1.5, lift 10.0)
PC1 <= -0.3900895
PC2 > -2.151245
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.983468
PC19 <= 2.441333
PC32 <= 1.071236
PC37 > -0.04320961
PC47 > -0.6559676
PC56 > -0.2960288
PC68 <= 1.367021
PC72 > -0.7340996
-> class 2\|1 [0.984]
Rule 24/200: (57.1, lift 10.0)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 > -0.834318
PC11 <= -0.3772537
PC21 <= 1.224154
-> class 2\|1 [0.983]
Rule 24/201: (51.8, lift 10.0)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 <= 1.414958
PC8 > -0.2284522
PC8 <= 1.983468
PC19 > -2.317307
PC40 > 0.06275465
PC46 > -0.3454094
PC55 > -0.5340667
PC68 <= 1.367021
PC81 > -0.406998
PC84 <= 0.1063721
-> class 2\|1 [0.981]
Rule 24/202: (143/2.3, lift 10.0)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 <= -0.834318
PC40 > -0.6991138
-> class 2\|1 [0.977]
Rule 24/203: (38.9, lift 10.0)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 <= 1.414958
PC8 > -0.2284522
PC8 <= 1.983468
PC25 <= 0.3311149
PC32 <= 1.071236
PC44 <= 0.6094521
PC46 <= -0.3454094
PC68 <= 1.367021
-> class 2\|1 [0.976]
Rule 24/204: (70.2/1.1, lift 9.9)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 <= 1.414958
PC8 > 0.02357382
PC8 <= 1.983468
PC23 <= 1.9903
PC32 <= 1.071236
PC34 <= -0.1302406
PC68 <= 1.367021
PC81 > -0.406998
-> class 2\|1 [0.971]
Rule 24/205: (26.7, lift 9.8)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC38 > 1.080096
-> class 2\|1 [0.965]
Rule 24/206: (121.9/3.7, lift 9.8)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 <= 0.4267919
PC21 <= 1.224154
PC37 > -0.1162327
PC77 <= 0.06182602
-> class 2\|1 [0.962]
Rule 24/207: (106/3.7, lift 9.8)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 <= 1.414958
PC8 > 0.02357382
PC19 > -2.317307
PC25 > 0.1130406
PC34 > -0.1302406
PC44 <= 0.6094521
PC55 > -0.5340667
PC55 <= 0.09166656
PC84 <= 0.1063721
-> class 2\|1 [0.957]
Rule 24/208: (58.8/1.7, lift 9.8)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 <= 1.414958
PC8 > 0.02357382
PC8 <= 1.983468
PC23 <= 1.9903
PC34 > -0.1302406
PC49 <= 0.1585183
PC62 > -0.9639714
PC68 <= 1.367021
PC81 > -0.406998
PC84 > 0.1063721
-> class 2\|1 [0.956]
Rule 24/209: (60.6/2.1, lift 9.7)
PC1 <= -0.3900895
PC2 <= 2.5099
PC7 > 0.1284205
PC8 <= 1.983468
PC14 <= -0.04337166
PC31 > -0.5880031
PC44 > 0.6094521
PC78 <= 0.3384681
-> class 2\|1 [0.951]
Rule 24/210: (152.5/6.9, lift 9.7)
PC1 <= -0.3900895
PC8 > 1.983468
PC21 <= 1.224154
PC74 > -0.4451961
PC77 > 0.06182602
-> class 2\|1 [0.949]
Rule 24/211: (16.2, lift 9.6)
PC1 <= -0.3900895
PC8 > 1.983468
PC98 <= -0.7051479
-> class 2\|1 [0.945]
Rule 24/212: (13.6, lift 9.5)
PC1 > -0.3900895
PC1 <= 8.817184
PC2 <= 2.5099
PC3 <= 0.775887
PC8 > -3.691019
PC9 <= 0.3046936
PC21 <= 0.9485729
PC62 > 0.4045268
PC73 > -0.2491612
-> class 2\|1 [0.936]
Rule 24/213: (12.1, lift 9.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC25 <= 0.3311149
PC32 <= 1.071236
PC48 <= -1.347
-> class 2\|1 [0.929]
Rule 24/214: (11.9, lift 9.5)
PC1 <= -0.3900895
PC8 > -0.2284522
PC8 <= 1.983468
PC19 <= -2.317307
PC44 <= 0.6094521
-> class 2\|1 [0.928]
Rule 24/215: (78.1/4.8, lift 9.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.983468
PC25 > -0.1151094
PC32 > 1.071236
PC41 <= 2.198737
PC45 <= 0.163273
-> class 2\|1 [0.927]
Rule 24/216: (46.9/2.6, lift 9.5)
PC1 <= -0.3900895
PC5 > 1.554856
PC8 > 1.983468
PC98 <= 0.2205264
-> class 2\|1 [0.927]
Rule 24/217: (10.7, lift 9.4)
PC1 > -0.3900895
PC1 <= -0.2019541
PC2 <= 2.5099
PC5 > -4.8876
PC46 > 0.8841608
PC66 <= 0.4744973
-> class 2\|1 [0.922]
Rule 24/218: (38.9/2.4, lift 9.4)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > 0.02357382
PC8 <= 1.983468
PC23 <= 1.9903
PC50 > 0.2411921
PC55 > 0.09166656
PC81 > -0.406998
-> class 2\|1 [0.917]
Rule 24/219: (165.8/14.5, lift 9.3)
PC1 <= -0.3900895
PC7 <= 1.45466
PC8 > 1.983468
PC48 > -0.2906865
PC74 <= -0.4451961
PC96 > -0.1801059
-> class 2\|1 [0.908]
Rule 24/220: (6.7, lift 9.0)
PC1 > -0.2019541
PC3 <= 0.775887
PC8 > -3.691019
PC9 <= 0.3046936
PC19 > 1.946078
-> class 2\|1 [0.881]
Rule 24/221: (32.4/3.5, lift 8.9)
PC1 > -0.3900895
PC3 <= 0.775887
PC8 > -3.691019
PC53 <= -1.87135
PC71 <= -0.7803868
-> class 2\|1 [0.869]
Rule 24/222: (103.6/13, lift 8.9)
PC2 <= -9.022285
-> class 2\|1 [0.868]
Rule 24/223: (24.9/2.8, lift 8.8)
PC1 <= -0.3900895
PC2 <= 2.5099
PC4 <= 0.04987404
PC8 > -3.155185
PC8 <= -0.2284522
PC33 <= -0.5563135
PC42 > 0.6577663
PC57 > -0.07739355
-> class 2\|1 [0.860]
Rule 24/224: (110.1/16.6, lift 8.6)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC14 > -0.04337166
PC23 <= 0.6265895
PC32 <= 1.071236
PC44 > 0.6094521
-> class 2\|1 [0.843]
Rule 24/225: (97.8/15.9, lift 8.5)
PC1 <= -0.3900895
PC8 > 1.983468
PC25 <= 0.324371
PC46 > 1.406275
-> class 2\|1 [0.831]
Rule 24/226: (79/12.8, lift 8.5)
PC1 <= -0.3900895
PC2 <= -2.151245
PC8 > -0.2284522
PC8 <= 1.983468
PC44 <= 0.6094521
PC55 <= -0.5340667
PC62 > -0.9639714
PC68 <= 1.367021
-> class 2\|1 [0.830]
Rule 24/227: (15.7/2.2, lift 8.4)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC35 <= 0.815852
PC56 > -0.05466063
PC57 <= -0.07739355
PC60 > -0.2870065
PC90 > -0.5843456
PC99 <= -0.956889
-> class 2\|1 [0.821]
Rule 24/228: (93.1/23.4, lift 7.6)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.983468
PC25 <= 0.3311149
PC44 <= 0.6094521
PC62 <= -0.9639714
PC68 <= 1.367021
-> class 2\|1 [0.743]
Rule 24/229: (19.1/7.9, lift 5.9)
PC1 > -0.2019541
PC8 > -3.691019
PC9 <= 0.3046936
PC19 > -1.330249
PC21 > 0.9485729
PC53 > -1.87135
-> class 2\|1 [0.580]
Rule 24/230: (1729.9/1252.9, lift 2.8)
PC1 <= -0.2019541
PC2 <= 2.5099
PC5 > -4.8876
PC13 <= 0.2325918
PC89 <= -0.1669612
-> class 2\|1 [0.276]
Rule 24/231: (208.9/1.3, lift 11.0)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC10 <= 1.704095
PC12 <= 5.398648
PC26 <= 3.029306
PC35 <= 0.815852
PC38 > -0.5204257
PC56 > -0.05466063
PC57 <= -0.07739355
PC99 > -0.956889
-> class 2\|2 [0.989]
Rule 24/232: (61.2, lift 10.9)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC12 <= 5.398648
PC33 > -0.5563135
PC43 <= -1.512464
PC47 > -0.8951707
PC57 > -0.07739355
PC68 <= 2.021014
-> class 2\|2 [0.984]
Rule 24/233: (57.6, lift 10.9)
PC2 <= 2.5099
PC6 <= -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC12 <= 5.398648
PC28 > -0.2656237
PC37 <= 1.408006
PC89 <= -1.059478
-> class 2\|2 [0.983]
Rule 24/234: (53.5, lift 10.9)
PC2 > -9.022285
PC2 <= 2.5099
PC4 <= 0.04987404
PC8 > -3.155185
PC8 <= -0.2284522
PC15 > -1.351484
PC33 <= -0.5563135
PC42 <= 0.6577663
PC57 > -0.07739355
-> class 2\|2 [0.982]
Rule 24/235: (238.9/3.4, lift 10.9)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC10 <= 1.704095
PC26 <= 3.029306
PC38 > -0.5204257
PC57 <= -0.07739355
PC60 <= -0.2870065
PC75 <= 1.488895
PC90 > -0.5843456
-> class 2\|2 [0.982]
Rule 24/236: (161.4/2.9, lift 10.8)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -2.234265
PC8 <= -0.2284522
PC21 <= 1.176482
PC50 <= -0.1524079
PC64 > 0.01944976
PC74 <= 0.2293723
PC78 > -0.175403
-> class 2\|2 [0.976]
Rule 24/237: (27.5, lift 10.7)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC10 > 0.6574247
PC38 <= -0.5204257
PC57 <= -0.07739355
PC90 > -0.5843456
-> class 2\|2 [0.966]
Rule 24/238: (17.6, lift 10.5)
PC2 <= 2.5099
PC6 <= -0.2201574
PC12 <= 5.398648
PC33 > -0.5563135
PC46 > -0.4616322
PC51 > -0.1589695
PC57 > -0.07739355
PC61 > -1.449668
PC68 <= 2.021014
PC85 <= -1.296664
-> class 2\|2 [0.949]
Rule 24/239: (90/4.1, lift 10.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC4 > -0.2862337
PC6 <= -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC11 > -2.021264
PC19 > -2.848473
PC21 > -1.096123
PC34 <= 0.24279
PC44 > -1.189514
PC46 > -0.4616322
PC51 > -0.1589695
PC57 > -0.07739355
PC61 > -1.449668
PC68 <= 2.021014
PC84 <= 1.069537
PC97 > -0.1397043
-> class 2\|2 [0.945]
Rule 24/240: (37.9/1.3, lift 10.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 <= -0.2284522
PC35 <= 0.256171
PC40 <= 1.078235
PC48 > 0.6572853
PC71 <= 0.5166005
PC75 > 0.5505937
PC79 <= 0.3198665
-> class 2\|2 [0.943]
Rule 24/241: (15.3, lift 10.5)
PC1 <= -0.3900895
PC2 <= 2.5099
PC4 > -0.3568845
PC8 > -3.155185
PC8 <= -0.2284522
PC24 <= -0.3235645
PC29 > 0.2792483
PC50 > -0.7373481
-> class 2\|2 [0.942]
Rule 24/242: (351.9/21.1, lift 10.4)
PC2 <= -2.151245
PC8 > -0.2284522
PC8 <= 1.983468
PC30 <= 0.4216816
PC34 > -0.1302406
PC40 <= 0.06275465
PC46 > -0.3454094
PC50 <= 0.2411921
PC55 > 0.09166656
PC84 <= 0.1063721
-> class 2\|2 [0.938]
Rule 24/243: (13.5, lift 10.4)
PC1 <= -0.3900895
PC8 > -0.2284522
PC8 <= 1.983468
PC32 > 1.071236
PC41 > 2.198737
-> class 2\|2 [0.931]
Rule 24/244: (33.7/1.6, lift 10.3)
PC1 <= -0.3900895
PC2 <= 2.5099
PC3 <= -0.7884153
PC8 > -3.155185
PC8 <= -0.2284522
PC11 > -2.021264
PC12 <= 5.398648
PC19 > -2.848473
PC29 <= 0.2792483
PC51 > -0.1589695
PC57 > -0.07739355
PC61 > -1.449668
PC68 <= 2.021014
PC97 <= -0.1397043
-> class 2\|2 [0.928]
Rule 24/245: (14.9/0.3, lift 10.3)
PC1 <= -0.3900895
PC5 > 1.554856
PC8 > 1.983468
PC25 <= 0.324371
PC98 > 0.2205264
-> class 2\|2 [0.926]
Rule 24/246: (14.3/0.2, lift 10.3)
PC1 > -0.2019541
PC1 <= 8.817184
PC2 <= 2.5099
PC3 <= 0.775887
PC8 > -3.691019
PC9 <= 0.3046936
PC19 > -1.330249
PC98 > 0.322187
-> class 2\|2 [0.925]
Rule 24/247: (22/0.8, lift 10.3)
PC1 > -0.2019541
PC1 <= 8.817184
PC3 <= 0.775887
PC9 <= 0.3046936
PC19 > -1.330249
PC19 <= 1.946078
PC21 <= 0.9485729
PC41 > 0.4290316
PC62 <= 0.4045268
PC73 > -0.2491612
-> class 2\|2 [0.923]
Rule 24/248: (153.7/13.5, lift 10.1)
PC2 <= 2.5099
PC6 <= -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC11 > -2.021264
PC12 <= 5.398648
PC19 > -2.848473
PC29 <= 0.2792483
PC32 > -2.545227
PC34 > 0.24279
PC46 > -0.4616322
PC47 > -0.8951707
PC51 > -0.1589695
PC57 > -0.07739355
PC61 > -1.449668
PC68 <= 2.021014
PC69 > -0.284872
-> class 2\|2 [0.907]
Rule 24/249: (45/3.9, lift 10.0)
PC1 <= -0.3900895
PC2 <= 2.5099
PC4 > -0.3568845
PC8 > -3.155185
PC12 <= 0.03938827
PC28 > -0.2656237
PC29 > 0.2792483
PC50 > -0.7373481
-> class 2\|2 [0.897]
Rule 24/250: (17/1.1, lift 9.9)
PC1 <= -0.3900895
PC8 <= -3.155185
PC21 <= 0.6514596
PC35 > 0.256171
PC75 > 0.5505937
PC79 <= 0.3198665
-> class 2\|2 [0.890]
Rule 24/251: (60.6/7.1, lift 9.7)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2284522
PC12 <= 5.398648
PC29 <= 0.2792483
PC37 <= 1.408006
PC57 > -0.07739355
PC96 > 1.493904
-> class 2\|2 [0.871]
Rule 24/252: (24.7/4, lift 9.0)
PC1 <= -0.3900895
PC8 > 1.983468
PC11 <= -0.834318
PC40 <= -0.6991138
-> class 2\|2 [0.813]
Rule 24/253: (72.4/15.3, lift 8.7)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2284522
PC46 > 0.413817
PC60 <= -0.7855141
-> class 2\|2 [0.781]
Rule 24/254: (1479.5/771.2, lift 5.3)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.983468
PC32 <= 1.071236
-> class 2\|2 [0.479]
Rule 24/255: (8762.7/7005.4, lift 2.2)
PC1 <= -0.2019541
PC2 <= 2.5099
PC5 > -4.8876
-> class 2\|2 [0.201]
Rule 24/256: (193.5, lift 7.8)
PC1 <= -0.3900895
PC8 <= -3.155185
PC16 > -0.2314596
PC40 <= 1.078235
PC46 <= 0.413817
PC96 > 0.07379696
-> class 2\|3 [0.995]
Rule 24/257: (115.6, lift 7.8)
PC1 <= -0.3900895
PC8 > -3.155185
PC8 <= -0.2284522
PC19 <= -2.848473
PC60 > -0.2710989
PC95 <= 0.03056348
-> class 2\|3 [0.991]
Rule 24/258: (107, lift 7.8)
PC1 <= -0.3900895
PC8 <= -3.155185
PC46 > 0.413817
PC60 > -0.7855141
-> class 2\|3 [0.991]
Rule 24/259: (79.9, lift 7.8)
PC8 <= -3.155185
PC21 <= 0.6514596
PC28 > -0.341027
PC36 > 0.2820371
PC41 <= -0.03229705
PC75 <= 0.5505937
PC94 <= 0.2602189
-> class 2\|3 [0.988]
Rule 24/260: (53.9, lift 7.7)
PC2 <= 2.5099
PC8 <= -0.2284522
PC33 > -0.5563135
PC43 > -1.512464
PC69 > -0.284872
PC84 > 1.069537
PC89 > -1.059478
PC96 <= 1.493904
-> class 2\|3 [0.982]
Rule 24/261: (153.3/3.2, lift 7.6)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC12 <= 5.398648
PC28 > -0.2656237
PC29 <= 0.2792483
PC33 > -0.5563135
PC43 > -1.512464
PC51 <= -0.1589695
PC57 > -0.07739355
PC89 > -1.059478
PC96 <= 1.493904
-> class 2\|3 [0.973]
Rule 24/262: (33.6, lift 7.6)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC12 <= 5.398648
PC32 > -2.545227
PC33 > -0.5563135
PC34 > 0.24279
PC44 > 0.9431086
PC57 > -0.07739355
PC89 > -1.059478
PC96 <= 1.493904
-> class 2\|3 [0.972]
Rule 24/263: (37.3/0.2, lift 7.6)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2284522
PC40 <= 1.078235
PC46 <= 0.413817
PC79 <= 0.3198665
PC81 > 0.3344454
PC82 <= 0.1196161
-> class 2\|3 [0.970]
Rule 24/264: (105.3/2.6, lift 7.6)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC28 > -0.2656237
PC29 <= 0.2792483
PC57 > -0.07739355
PC64 <= 0.01944976
PC74 <= 0.2293723
-> class 2\|3 [0.967]
Rule 24/265: (122.5/3.5, lift 7.6)
PC1 <= -0.3900895
PC8 <= -3.155185
PC23 > -0.4481725
PC46 <= 0.413817
PC55 > -0.1084707
PC94 > 0.2602189
-> class 2\|3 [0.964]
Rule 24/266: (21.3, lift 7.5)
PC1 <= -0.3900895
PC8 <= -3.155185
PC24 > 1.019644
PC82 <= 0.1196161
-> class 2\|3 [0.957]
Rule 24/267: (93.1/3.3, lift 7.5)
PC1 <= -0.3900895
PC8 <= -3.155185
PC79 > 0.3198665
-> class 2\|3 [0.955]
Rule 24/268: (17.7, lift 7.5)
PC2 <= 2.5099
PC8 <= -0.2284522
PC16 <= -0.2314596
PC21 <= 0.6514596
PC25 > 0.3388808
PC94 > 0.2602189
-> class 2\|3 [0.949]
Rule 24/269: (530.4/27.1, lift 7.4)
PC1 <= -0.3900895
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC19 > -2.848473
PC29 <= 0.2792483
PC41 <= 6.429932
PC57 > -0.07739355
PC59 > -0.6055204
PC74 > 0.2293723
-> class 2\|3 [0.947]
Rule 24/270: (100.7/5.2, lift 7.4)
PC2 <= 2.5099
PC8 <= -3.155185
PC21 <= 0.6514596
PC35 <= 0.256171
PC40 <= 1.078235
PC48 <= 0.6572853
PC71 <= 0.5166005
PC75 > 0.5505937
-> class 2\|3 [0.940]
Rule 24/271: (49.2/3.4, lift 7.2)
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2284522
PC11 > -2.021264
PC21 > -1.096123
PC33 > -0.5563135
PC37 <= 1.408006
PC43 > -1.512464
PC44 <= -1.189514
PC96 <= 1.493904
PC97 > -0.1397043
-> class 2\|3 [0.913]
Rule 24/272: (45.9/9.6, lift 6.1)
PC1 <= -0.3900895
PC2 <= 2.5099
PC7 <= 0.1284205
PC8 > -0.2284522
PC14 <= -0.04337166
PC32 <= 1.071236
PC44 > 0.6094521
-> class 2\|3 [0.778]
Rule 24/273: (1041.4/464.3, lift 4.4)
PC2 <= 2.5099
PC8 <= -3.691019
PC19 > -1.380552
-> class 2\|3 [0.554]
Rule 24/274: (875.6/571.1, lift 2.7)
PC1 <= -0.2019541
PC2 <= 2.5099
PC13 <= 0.2325918
PC66 > 0.4744973
-> class 2\|3 [0.348]
Rule 24/275: (12194.5/9657.4, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.208]
Rule 24/276: (214.5/0.1, lift 19.4)
PC1 <= -0.3900895
PC8 <= -3.155185
PC21 > 0.6514596
PC25 <= 0.272321
PC46 <= 0.413817
PC51 > -0.3224997
PC79 <= 0.3198665
-> class 2\|4 [0.995]
Rule 24/277: (149.2, lift 19.3)
PC1 <= -0.3900895
PC8 <= -3.155185
PC16 > -0.2314596
PC46 <= 0.413817
PC75 <= 0.5505937
PC79 <= 0.3198665
PC96 <= 0.07379696
-> class 2\|4 [0.993]
Rule 24/278: (240.7/1.6, lift 19.3)
PC8 <= -3.155185
PC21 <= 0.6514596
PC24 <= 1.019644
PC25 <= 0.3388808
PC46 <= 0.413817
PC49 <= 0.09479482
PC53 > -0.4892935
PC55 <= -0.1084707
PC65 > -0.5780237
PC81 <= 0.3344454
PC82 <= 0.1196161
PC87 <= 0.915833
PC93 <= 0.4416389
PC94 > 0.2602189
-> class 2\|4 [0.989]
Rule 24/279: (178.5/2.9, lift 19.0)
PC2 <= 2.5099
PC8 <= -3.155185
PC23 <= -0.4481725
PC40 <= 1.078235
PC46 <= 0.413817
PC75 <= 0.5505937
PC79 <= 0.3198665
-> class 2\|4 [0.978]
Rule 24/280: (38.6, lift 19.0)
PC1 > -0.3900895
PC1 <= 8.817184
PC2 <= 2.5099
PC3 <= 0.775887
PC9 <= 0.3046936
PC19 > -1.330249
PC53 > -1.87135
PC67 <= -0.4050675
PC73 > -0.2491612
-> class 2\|4 [0.975]
Rule 24/281: (105.1/2, lift 18.9)
PC1 <= -0.3900895
PC8 <= -3.155185
PC21 <= 0.6514596
PC40 > 1.078235
PC79 <= 0.3198665
-> class 2\|4 [0.972]
Rule 24/282: (121.4/2.6, lift 18.9)
PC8 <= -3.155185
PC16 <= -0.2314596
PC36 <= 0.2820371
PC41 <= -0.03229705
PC45 <= 0.1517099
PC46 <= 0.413817
PC49 <= 0.09479482
PC75 <= 0.5505937
PC82 <= 0.1196161
PC87 <= 0.915833
PC94 <= 0.2602189
-> class 2\|4 [0.971]
Rule 24/283: (108.4/3, lift 18.8)
PC1 > -0.3900895
PC2 <= 2.5099
PC8 <= -3.691019
PC14 <= 1.512467
PC31 > -0.05837341
PC68 > -1.453569
-> class 2\|4 [0.964]
Rule 24/284: (54.3/2, lift 18.4)
PC1 <= -0.3900895
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC12 > 0.03938827
PC24 > -0.3235645
PC29 > 0.2792483
PC50 > -0.7373481
-> class 2\|4 [0.946]
Rule 24/285: (18.4/0.6, lift 17.9)
PC1 > -0.3900895
PC8 <= -3.691019
PC80 > 1.902924
-> class 2\|4 [0.921]
Rule 24/286: (89.9/7.5, lift 17.7)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 <= -0.2284522
PC21 <= 0.6514596
PC28 <= -0.341027
PC65 > -0.5780237
PC82 <= 0.1196161
PC93 <= 0.4416389
-> class 2\|4 [0.908]
Rule 24/287: (30/2.9, lift 17.1)
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -3.155185
PC8 <= -0.2284522
PC32 > -2.545227
PC35 > 0.1246364
PC59 <= -0.6055204
-> class 2\|4 [0.877]
Rule 24/288: (198.6/45.4, lift 15.0)
PC1 <= -0.3900895
PC8 <= -0.2284522
PC19 <= -2.848473
PC95 > 0.03056348
-> class 2\|4 [0.769]
Rule 24/289: (20.6/4.6, lift 14.6)
PC1 > -0.3900895
PC1 <= -0.2019541
PC2 <= 2.5099
PC13 > 0.2325918
-> class 2\|4 [0.751]
Rule 24/290: (20.4/8.5, lift 11.2)
PC1 <= -0.3900895
PC2 <= 2.5099
PC8 > -3.155185
PC8 <= -0.2284522
PC28 > -0.2656237
PC37 > 1.408006
-> class 2\|4 [0.577]
Default class: 2\|3
----- Trial 25: -----
Rules:
Rule 25/1: (142.9, lift 17.3)
PC7 > -0.9640536
PC13 <= 2.266476
PC18 > 2.09492
PC23 <= 2.2476
PC24 <= 3.740935
PC25 <= 0.7811947
PC35 <= 0.4308063
PC41 > -0.1113691
PC85 <= 2.546556
PC91 <= 2.867553
PC96 > 0.2705617
PC99 <= 0.8477601
-> class 0\|0 [0.993]
Rule 25/2: (95.9, lift 17.2)
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC23 <= 2.2476
PC35 <= 0.4308063
PC56 <= -0.5912693
PC66 > -0.5343416
PC79 <= 0.4732952
-> class 0\|0 [0.990]
Rule 25/3: (92.1, lift 17.2)
PC6 > 0.1084647
PC18 > 2.09492
PC25 <= 0.7811947
PC79 <= 0.4732952
-> class 0\|0 [0.989]
Rule 25/4: (58.8, lift 17.1)
PC1 > -0.7107222
PC15 > 0.03968853
PC18 > 2.09492
PC25 <= 0.7811947
PC35 <= 0.4308063
PC47 > -0.583303
PC79 <= 0.4732952
PC82 <= -0.2285359
PC91 <= 2.867553
-> class 0\|0 [0.984]
Rule 25/5: (78.6/0.3, lift 17.1)
PC7 > -0.9640536
PC13 <= 6.717022
PC18 > 2.09492
PC20 > -5.04436
PC24 > -2.765275
PC35 <= 0.4308063
PC57 > 0.9254043
PC86 <= 0.1140183
PC91 <= 2.867553
-> class 0\|0 [0.984]
Rule 25/6: (46.1, lift 17.0)
PC13 <= 2.266476
PC14 > -1.089845
PC18 > 2.09492
PC26 <= 0.8676014
PC47 <= -0.583303
PC96 <= 0.2705617
-> class 0\|0 [0.979]
Rule 25/7: (99.3/1.3, lift 17.0)
PC7 > -0.9640536
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC24 <= -2.765275
PC33 <= 3.156666
PC65 > -2.496761
PC65 <= 0.4971912
-> class 0\|0 [0.977]
Rule 25/8: (174.4/4, lift 16.9)
PC13 <= 6.717022
PC18 > 2.09492
PC20 > -5.04436
PC25 <= 0.7811947
PC33 <= 3.156666
PC35 <= 0.4308063
PC65 > 0.4971912
PC91 <= 2.867553
-> class 0\|0 [0.972]
Rule 25/9: (143.7/3.5, lift 16.9)
PC1 > -0.7107222
PC7 > -0.9287469
PC15 > 0.03968853
PC18 > 2.09492
PC25 <= 0.7811947
PC26 <= 0.8676014
PC35 <= 0.4308063
PC47 > -0.2188624
PC66 > -0.5343416
PC78 <= 0.1745153
PC86 <= 0.1140183
PC90 > -0.1301045
PC91 <= 0.3933699
PC96 <= 0.09761629
-> class 0\|0 [0.969]
Rule 25/10: (139.7/4.9, lift 16.7)
PC2 > 2.5099
PC7 <= 0.6390125
PC13 <= 6.717022
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC25 > -0.6924096
PC27 > -1.003289
PC40 > -2.215916
PC87 <= 0.1066178
-> class 0\|0 [0.958]
Rule 25/11: (22, lift 16.7)
PC2 > 2.5099
PC9 > 0.4038637
PC18 > 2.09492
PC35 > 0.4308063
-> class 0\|0 [0.958]
Rule 25/12: (16.9, lift 16.5)
PC2 > 2.5099
PC7 <= -0.9640536
PC18 > 2.09492
PC37 <= -1.713345
-> class 0\|0 [0.947]
Rule 25/13: (12.6/0.6, lift 15.5)
PC2 > 2.5099
PC3 > -1.79414
PC3 <= 1.640775
PC18 > -1.019176
PC18 <= 0.6226293
PC28 <= 0.03834696
PC44 > 2.092405
-> class 0\|0 [0.891]
Rule 25/14: (6.1, lift 15.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -1.019176
PC18 <= 0.6226293
-> class 0\|0 [0.877]
Rule 25/15: (6.4/0.1, lift 15.0)
PC2 > 2.5099
PC7 <= -0.9640536
PC18 > 2.09492
PC75 > 0.06641556
-> class 0\|0 [0.865]
Rule 25/16: (15.2/1.5, lift 14.9)
PC18 > -1.019176
PC18 <= 0.6226293
PC30 > 3.793511
-> class 0\|0 [0.856]
Rule 25/17: (8.8/1.2, lift 13.8)
PC2 > 2.5099
PC2 <= 3.504448
PC3 <= 1.640775
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC87 > 0.1066178
-> class 0\|0 [0.793]
Rule 25/18: (23.5/5.4, lift 13.0)
PC2 > 2.5099
PC14 > -1.089845
PC14 <= 0.5685172
PC18 > 0.6226293
PC43 <= -2.217216
-> class 0\|0 [0.750]
Rule 25/19: (34.1/8.2, lift 12.9)
PC13 > 6.717022
PC13 <= 8.429525
PC18 > 0.6226293
PC42 <= -0.1619156
PC65 > -2.496761
-> class 0\|0 [0.744]
Rule 25/20: (306.5/0.5, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.089845
PC14 <= 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC21 <= 0.564769
PC24 <= 1.40445
PC42 <= 1.231999
PC43 > -2.217216
PC59 > -1.365475
PC65 > -2.496761
-> class 0\|1 [0.995]
Rule 25/21: (170.6, lift 11.6)
PC1 <= -0.7107222
PC2 > 2.5099
PC13 <= 2.266476
PC15 > 0.03968853
PC18 > 0.6226293
PC23 <= 2.2476
PC25 <= 0.7811947
PC56 > -0.5912693
PC65 > -2.496761
PC65 <= 0.4971912
PC96 <= 0.2705617
-> class 0\|1 [0.994]
Rule 25/22: (177.1/0.4, lift 11.6)
PC7 <= -0.9640536
PC18 > 2.09492
PC37 > -1.713345
PC75 <= 0.06641556
-> class 0\|1 [0.992]
Rule 25/23: (106.8, lift 11.6)
PC18 > 2.09492
PC24 > -2.765275
PC35 <= 0.4308063
PC47 > -0.583303
PC57 <= 0.9254043
PC66 <= -0.5343416
PC86 <= 0.1140183
PC96 <= 0.2705617
-> class 0\|1 [0.991]
Rule 25/24: (112.5, lift 11.6)
PC3 <= 1.640775
PC6 <= 0.1084647
PC15 <= 0.03968853
PC18 > 0.6226293
PC24 > -2.765275
PC25 <= 0.7811947
PC56 > -0.5912693
PC57 <= 0.9254043
PC65 > -2.496761
PC65 <= 0.4971912
PC66 > -0.5343416
PC79 <= 0.4732952
PC92 > -4.384049
PC96 <= 0.2705617
-> class 0\|1 [0.991]
Rule 25/25: (67.9, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.9287469
PC13 <= 2.266476
PC20 > -5.04436
PC23 <= 2.2476
PC33 <= 3.156666
PC56 > -0.5912693
PC82 > -0.2285359
PC91 <= 0.3933699
-> class 0\|1 [0.986]
Rule 25/26: (61.8, lift 11.5)
PC2 > 2.5099
PC3 <= -1.79414
PC7 <= -0.6906246
PC18 > -1.019176
PC18 <= 0.6226293
PC43 <= -0.2492912
PC92 > -1.552327
-> class 0\|1 [0.984]
Rule 25/27: (61, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > 0.6390125
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC65 > -2.496761
-> class 0\|1 [0.984]
Rule 25/28: (50.8, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC41 > 0.535381
PC54 > -0.5774341
-> class 0\|1 [0.981]
Rule 25/29: (39.6, lift 11.4)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 0.6226293
PC18 <= 2.09492
PC40 > -2.215916
PC42 > 1.231999
PC54 <= -0.07544869
-> class 0\|1 [0.976]
Rule 25/30: (95.4/1.4, lift 11.4)
PC13 <= 6.717022
PC18 > 2.09492
PC24 > -2.765275
PC47 <= -0.2188624
PC56 > -0.5912693
PC57 <= 0.9254043
PC82 > -0.2285359
PC91 <= 0.3933699
PC96 <= 0.2705617
-> class 0\|1 [0.976]
Rule 25/31: (40.5, lift 11.4)
PC2 > 2.5099
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 0.6226293
PC91 > 2.867553
-> class 0\|1 [0.976]
Rule 25/32: (85.7/1.2, lift 11.4)
PC3 <= 1.640775
PC6 <= 0.1084647
PC13 <= 2.266476
PC14 > -1.089845
PC18 > 0.6226293
PC24 > -2.765275
PC56 > -0.5912693
PC57 <= 0.9254043
PC65 > -2.496761
PC65 <= 0.4971912
PC66 > -0.5343416
PC79 <= 0.4732952
PC90 <= -0.1301045
PC96 <= 0.2705617
-> class 0\|1 [0.975]
Rule 25/33: (147.3/3.1, lift 11.4)
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC23 <= 2.2476
PC65 <= 0.4971912
PC79 > 0.4732952
PC96 <= 0.2705617
-> class 0\|1 [0.973]
Rule 25/34: (151.4/3.6, lift 11.3)
PC2 > 3.504448
PC3 <= 1.640775
PC13 <= 6.717022
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC87 > 0.1066178
-> class 0\|1 [0.970]
Rule 25/35: (30.1, lift 11.3)
PC13 <= 6.717022
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC25 <= -0.6924096
-> class 0\|1 [0.969]
Rule 25/36: (32, lift 11.3)
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC26 > 0.8676014
-> class 0\|1 [0.968]
Rule 25/37: (56.3/1, lift 11.3)
PC13 > 2.266476
PC13 <= 6.717022
PC18 > 2.09492
PC65 <= 0.4971912
-> class 0\|1 [0.966]
Rule 25/38: (236.8/8.1, lift 11.2)
PC2 > 2.5099
PC3 > -1.79414
PC3 <= 1.640775
PC6 <= 0.2633233
PC13 <= 1.643236
PC18 > -1.019176
PC18 <= 0.6226293
PC20 > -3.414058
PC28 <= 0.03834696
PC44 <= 2.092405
PC91 <= 1.501459
-> class 0\|1 [0.962]
Rule 25/39: (53.4/2, lift 11.0)
PC2 > 2.5099
PC3 <= -1.79414
PC18 > -1.019176
PC18 <= 0.6226293
PC43 <= -0.2492912
PC67 > 0.1023362
PC71 <= 0.03204425
PC91 > 0.2036857
PC92 > -1.552327
-> class 0\|1 [0.946]
Rule 25/40: (100.5/6.3, lift 10.9)
PC9 <= 0.4038637
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC35 > 0.4308063
-> class 0\|1 [0.929]
Rule 25/41: (12.6, lift 10.8)
PC18 > -1.019176
PC18 <= 0.6226293
PC20 > -3.414058
PC25 > 2.621023
-> class 0\|1 [0.928]
Rule 25/42: (135.3/8.9, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 2.266476
PC18 > 0.6226293
PC24 > -2.765275
PC56 > -0.5912693
PC57 <= 0.9254043
PC78 > 0.1745153
PC82 > -0.2285359
PC85 <= 2.546556
PC91 <= 0.3933699
-> class 0\|1 [0.928]
Rule 25/43: (73.1/4.4, lift 10.8)
PC13 > 8.429525
PC18 > 0.6226293
PC20 > -4.036534
PC36 <= 6.604436
PC42 <= -0.1619156
PC65 > -2.496761
PC73 <= 0.4181305
-> class 0\|1 [0.928]
Rule 25/44: (176.3/12, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1084647
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 0.6226293
PC24 > -2.765275
PC25 <= 0.7811947
PC47 > -0.583303
PC65 <= 0.4971912
PC79 <= 0.4732952
PC86 > 0.1140183
PC96 <= 0.2705617
-> class 0\|1 [0.927]
Rule 25/45: (24.2/1, lift 10.8)
PC2 > 2.5099
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC33 > 3.156666
-> class 0\|1 [0.923]
Rule 25/46: (9.4, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.74816
PC18 <= -1.019176
PC41 > 0.535381
-> class 0\|1 [0.912]
Rule 25/47: (7.4, lift 10.4)
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC24 > 3.740935
PC41 > -0.1113691
PC65 <= 0.4971912
-> class 0\|1 [0.894]
Rule 25/48: (142.6/15.5, lift 10.3)
PC3 <= 1.640775
PC6 <= 0.1084647
PC15 > 0.03968853
PC18 > 0.6226293
PC24 > -2.765275
PC35 <= 0.4308063
PC56 > -0.5912693
PC57 <= 0.9254043
PC82 > -0.2285359
PC86 <= 0.1140183
PC91 > 0.3933699
PC96 <= 0.2705617
-> class 0\|1 [0.886]
Rule 25/49: (73.2/7.9, lift 10.3)
PC2 > 2.5099
PC13 <= 6.717022
PC14 > 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC27 <= -1.003289
-> class 0\|1 [0.881]
Rule 25/50: (79.1/9.7, lift 10.1)
PC13 <= 6.717022
PC14 > -1.089845
PC18 > 2.09492
PC25 > 0.7811947
-> class 0\|1 [0.868]
Rule 25/51: (3.7, lift 9.6)
PC4 <= -7.83144
PC35 <= -0.5198501
-> class 0\|1 [0.825]
Rule 25/52: (47.5/23.1, lift 6.0)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -4.281579
PC18 <= -1.019176
PC41 <= 0.535381
PC55 > 0.2296551
PC82 <= -1.904638
-> class 0\|1 [0.513]
Rule 25/53: (135.3/4.7, lift 9.2)
PC2 > 2.5099
PC18 <= -1.019176
PC28 > -0.07965827
PC37 <= -0.5251784
PC40 > -2.798079
PC52 <= 0.8091016
PC74 <= 0.7471564
PC78 > -1.395421
PC82 <= 0.4720566
PC93 <= 0.1202371
-> class 0\|2 [0.959]
Rule 25/54: (24.7/0.3, lift 9.1)
PC18 <= -1.429823
PC37 > -0.5251784
PC39 > -0.8742086
PC55 <= -0.5819858
PC70 <= 3.260975
PC74 <= 0.7471564
PC99 > -0.3520045
-> class 0\|2 [0.951]
Rule 25/55: (13.5/0.3, lift 8.8)
PC3 <= 1.640775
PC14 <= 0.5685172
PC18 > 0.6226293
PC18 <= 2.09492
PC24 > 1.40445
PC36 <= 6.604436
PC42 <= 1.231999
PC92 > -4.384049
-> class 0\|2 [0.919]
Rule 25/56: (88.9/9.8, lift 8.4)
PC12 > -1.393007
PC18 <= -1.920097
PC28 > -0.07965827
PC39 > -0.8742086
PC55 > 0.01017431
PC57 <= 0.971944
PC74 <= 0.7471564
PC82 > -1.904638
PC96 > -0.5849774
PC97 > 0.6065722
PC99 > -0.3520045
-> class 0\|2 [0.881]
Rule 25/57: (7865.4/5784.2, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.265]
Rule 25/58: (107.8, lift 11.0)
PC3 <= 1.640775
PC18 <= -1.429823
PC28 > -0.07965827
PC37 > -0.5251784
PC40 <= -1.602376
PC100 <= 1.824972
-> class 0\|3 [0.991]
Rule 25/59: (82.2, lift 11.0)
PC3 <= 1.640775
PC4 > -7.83144
PC18 <= -1.429823
PC26 <= 1.473277
PC28 > -0.07965827
PC37 > -0.5251784
PC63 <= 1.356299
PC96 <= -0.5849774
PC97 <= 2.502136
-> class 0\|3 [0.988]
Rule 25/60: (83.9, lift 11.0)
PC4 > -7.83144
PC8 > -0.4344836
PC18 <= -1.920097
PC28 > -0.07965827
PC32 > -1.104615
PC37 > -0.5251784
PC55 > -0.5819858
PC63 > -1.066857
PC63 <= 1.356299
PC70 <= 0.4017988
PC74 > -0.0910586
PC89 > -0.03668531
PC97 <= 0.6065722
PC99 > -0.297516
-> class 0\|3 [0.988]
Rule 25/61: (103/0.4, lift 11.0)
PC4 > -7.83144
PC5 > -0.5128501
PC8 > -0.4344836
PC18 <= -1.920097
PC28 > -0.07965827
PC32 > -1.104615
PC37 > -0.5251784
PC63 > -1.066857
PC63 <= 0.3990825
PC72 <= 0.661882
PC82 > -1.904638
PC89 > -0.03838833
PC97 <= 0.6065722
PC99 > -0.297516
-> class 0\|3 [0.987]
Rule 25/62: (68.5, lift 11.0)
PC3 <= 1.640775
PC18 <= -1.019176
PC28 > -0.07965827
PC37 <= -0.5251784
PC82 > 0.4720566
-> class 0\|3 [0.986]
Rule 25/63: (211.8/2.3, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.019176
PC26 <= 1.473277
PC32 > -1.362498
PC74 > 0.7471564
PC82 > -1.904638
PC95 > -2.966656
PC97 <= 2.502136
PC100 <= 1.824972
-> class 0\|3 [0.985]
Rule 25/64: (259.9/3.3, lift 11.0)
PC4 > -7.83144
PC18 <= -1.920097
PC26 <= 1.473277
PC28 > -0.07965827
PC32 > -1.104615
PC37 > -0.5251784
PC63 > -1.066857
PC71 <= 0.4156519
PC72 <= 0.661882
PC89 <= -0.03838833
PC96 > -0.5849774
PC97 <= 0.6065722
PC99 > -0.297516
-> class 0\|3 [0.984]
Rule 25/65: (61.8, lift 11.0)
PC2 > 2.5099
PC18 <= -1.019176
PC41 <= 0.535381
PC49 > 1.357225
-> class 0\|3 [0.984]
Rule 25/66: (53.4, lift 10.9)
PC2 > 2.5099
PC18 <= -1.019176
PC28 > -0.07965827
PC37 <= -0.5251784
PC74 <= 0.7471564
PC82 > -1.904638
PC93 > 0.1202371
-> class 0\|3 [0.982]
Rule 25/67: (45.2, lift 10.9)
PC3 <= 1.640775
PC18 <= -1.019176
PC54 > 2.942849
-> class 0\|3 [0.979]
Rule 25/68: (41.6, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.210525
PC18 > -1.019176
PC18 <= 0.6226293
PC43 > -0.2492912
-> class 0\|3 [0.977]
Rule 25/69: (35.3, lift 10.8)
PC18 <= -1.019176
PC79 <= -3.408118
PC82 > -1.904638
PC97 <= 2.502136
PC100 <= 1.824972
-> class 0\|3 [0.973]
Rule 25/70: (78.7/1.3, lift 10.8)
PC2 > 2.5099
PC12 <= -1.393007
PC18 <= -1.019176
PC82 > -1.904638
PC100 <= 1.824972
-> class 0\|3 [0.972]
Rule 25/71: (31.9, lift 10.8)
PC5 <= 2.345814
PC18 <= -1.019176
PC28 <= -0.07965827
PC39 > -0.8742086
PC51 <= 0.6202179
PC57 <= 1.207049
PC59 <= 0.3434456
PC69 > 0.9375247
PC97 <= 2.502136
PC100 <= 1.824972
-> class 0\|3 [0.971]
Rule 25/72: (30.7, lift 10.8)
PC2 > 2.5099
PC17 <= -4.281579
PC49 <= 1.357225
PC82 <= -1.904638
-> class 0\|3 [0.969]
Rule 25/73: (93.8/2, lift 10.8)
PC3 <= 1.640775
PC4 > -7.83144
PC18 <= -1.429823
PC28 > -0.07965827
PC32 > -1.104615
PC37 > -0.5251784
PC40 > -1.562583
PC63 <= 1.356299
PC74 <= 0.7471564
PC97 <= 2.502136
PC99 <= -0.3520045
-> class 0\|3 [0.969]
Rule 25/74: (30.7, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.393007
PC18 <= 0.6226293
PC26 <= 1.473277
PC55 <= 0.01017431
PC63 <= 1.356299
PC79 > -3.408118
PC96 > -0.5849774
PC97 > 0.6065722
PC99 > -0.297516
-> class 0\|3 [0.969]
Rule 25/75: (29.7, lift 10.8)
PC12 > -1.393007
PC18 <= -1.019176
PC40 <= -2.798079
PC41 <= 0.535381
PC82 > -1.904638
-> class 0\|3 [0.968]
Rule 25/76: (170.4/4.9, lift 10.8)
PC3 <= 1.640775
PC18 <= -1.019176
PC19 <= 0.1946328
PC26 <= 1.473277
PC36 <= 1.544657
PC39 <= -0.8742086
PC41 <= 0.535381
PC48 <= 0.5333741
PC82 > -1.904638
-> class 0\|3 [0.966]
Rule 25/77: (57.4/1.1, lift 10.8)
PC4 > -7.83144
PC18 <= -4.669888
PC59 > 0.3434456
PC82 > -1.904638
PC97 <= 2.502136
-> class 0\|3 [0.965]
Rule 25/78: (26.5, lift 10.8)
PC3 <= 1.640775
PC18 > -1.920097
PC18 <= -1.019176
PC28 > -0.07965827
PC36 > 0.1511426
PC37 > -0.5251784
PC40 > -1.562583
PC71 <= 0.4156519
PC96 > -0.5849774
-> class 0\|3 [0.965]
Rule 25/79: (58/1.2, lift 10.7)
PC18 > -1.019176
PC18 <= 0.6226293
PC20 <= -3.414058
PC35 <= 0.6210942
-> class 0\|3 [0.964]
Rule 25/80: (24.6, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.6226293
PC26 <= -2.09578
PC28 <= -0.07965827
PC100 <= 1.824972
-> class 0\|3 [0.962]
Rule 25/81: (24.5, lift 10.7)
PC18 <= -1.019176
PC26 <= 1.473277
PC39 > -0.8742086
PC70 > 3.260975
PC82 > -1.904638
PC97 <= 2.502136
-> class 0\|3 [0.962]
Rule 25/82: (23.4, lift 10.7)
PC4 > -7.83144
PC12 > -1.393007
PC18 <= -1.019176
PC59 > 0.3434456
PC79 > 2.041701
PC100 <= 1.824972
-> class 0\|3 [0.961]
Rule 25/83: (23.6, lift 10.7)
PC3 <= 1.640775
PC4 > -7.83144
PC10 > -2.268257
PC18 > -1.920097
PC18 <= -1.429823
PC26 <= 1.473277
PC28 > -0.07965827
PC32 > -1.104615
PC40 > -1.562583
PC55 > -0.5819858
PC82 > -1.904638
-> class 0\|3 [0.961]
Rule 25/84: (35.9/0.5, lift 10.7)
PC3 <= 1.640775
PC18 > -1.920097
PC18 <= -1.429823
PC21 > 0.1188698
PC28 > -0.07965827
-> class 0\|3 [0.960]
Rule 25/85: (48.4/1.5, lift 10.6)
PC3 <= 1.640775
PC4 > -7.83144
PC18 <= -1.920097
PC28 > -0.07965827
PC39 > -0.8742086
PC41 <= 0.535381
PC55 > -0.5819858
PC57 > 0.971944
PC63 <= 1.356299
PC71 <= 0.4156519
PC72 <= 0.661882
PC82 > -1.904638
-> class 0\|3 [0.951]
Rule 25/86: (15.5, lift 10.5)
PC18 <= -1.429823
PC28 > -0.07965827
PC37 <= -0.5251784
PC39 > -0.8742086
PC78 <= -1.395421
PC100 <= 1.824972
-> class 0\|3 [0.943]
Rule 25/87: (23.9/0.5, lift 10.5)
PC2 > 2.5099
PC18 > 0.6226293
PC92 <= -4.384049
-> class 0\|3 [0.942]
Rule 25/88: (48.7/2, lift 10.5)
PC1 > -0.7303921
PC2 > 2.5099
PC3 <= -1.79414
PC11 <= -0.05773116
PC18 > -1.019176
PC18 <= 0.6226293
PC43 > -0.2492912
-> class 0\|3 [0.941]
Rule 25/89: (39.1/1.6, lift 10.5)
PC2 > 2.5099
PC3 > -1.79414
PC3 <= 1.640775
PC18 <= 0.6226293
PC20 > -3.414058
PC75 > 0.51325
-> class 0\|3 [0.938]
Rule 25/90: (12.6, lift 10.4)
PC2 > 2.5099
PC3 <= -1.79414
PC6 <= -1.661679
PC18 <= 0.6226293
-> class 0\|3 [0.932]
Rule 25/91: (11.6, lift 10.3)
PC2 > 2.5099
PC18 <= -1.019176
PC31 > 0.2967124
PC41 > 0.535381
-> class 0\|3 [0.926]
Rule 25/92: (11.2, lift 10.3)
PC3 <= 1.640775
PC5 <= -0.418789
PC18 <= -1.019176
PC28 <= -0.07965827
PC41 <= 0.535381
PC82 > -1.904638
-> class 0\|3 [0.924]
Rule 25/93: (11, lift 10.3)
PC2 > 2.5099
PC3 <= -1.79414
PC18 > -1.019176
PC18 <= 0.6226293
PC25 <= 2.621023
PC68 > 1.970933
-> class 0\|3 [0.923]
Rule 25/94: (9.6, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.019176
PC30 <= 3.793511
PC32 <= -2.428572
PC43 > -0.2492912
-> class 0\|3 [0.914]
Rule 25/95: (35.4/2.2, lift 10.2)
PC13 > 6.717022
PC18 > 0.6226293
PC42 > -0.1619156
PC58 > -2.156914
PC65 > -2.496761
PC100 <= -0.7406681
-> class 0\|3 [0.914]
Rule 25/96: (47.4/4, lift 10.0)
PC2 > 2.5099
PC12 > -1.393007
PC18 <= 0.6226293
PC28 > -0.07965827
PC37 <= -0.5251784
PC52 > 0.8091016
PC74 <= 0.7471564
-> class 0\|3 [0.899]
Rule 25/97: (7.8/0.1, lift 9.9)
PC2 > 2.5099
PC3 <= -1.79414
PC11 > -0.05773116
PC18 > -1.019176
PC18 <= 0.6226293
PC86 <= -3.169451
-> class 0\|3 [0.884]
Rule 25/98: (23.8/2.5, lift 9.6)
PC2 > 2.5099
PC16 <= 0.3846227
PC18 <= -1.019176
PC26 <= 1.473277
PC28 <= -0.07965827
PC41 <= 0.535381
PC59 > 0.3434456
PC82 > -1.904638
PC97 <= 2.502136
PC100 <= 1.824972
-> class 0\|3 [0.865]
Rule 25/99: (151.1/24.8, lift 9.3)
PC2 > 2.5099
PC5 <= 2.345814
PC18 <= -1.019176
PC19 > -0.06194284
PC28 <= -0.07965827
PC46 <= 0.2052571
PC51 <= 0.6202179
PC57 <= 1.207049
PC59 <= 0.3434456
PC70 <= 3.260975
PC82 > -1.904638
PC90 > -0.5794693
-> class 0\|3 [0.832]
Rule 25/100: (33/8.1, lift 8.3)
PC18 <= -1.019176
PC41 <= 0.535381
PC55 <= 0.2296551
PC80 <= 0.4893
PC82 <= -1.904638
-> class 0\|3 [0.740]
Rule 25/101: (27.4/7.1, lift 8.1)
PC36 > 6.604436
-> class 0\|3 [0.724]
Rule 25/102: (10.9/3, lift 7.7)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7069036
PC15 > -3.157014
PC27 <= 0.2849731
PC31 > 0.06491774
-> class 0\|3 [0.687]
Rule 25/103: (142.1/0.3, lift 24.0)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 5.368485
PC7 > -0.2138148
PC15 <= -3.157014
-> class 1\|0 [0.991]
Rule 25/104: (86.4, lift 24.0)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.3454105
PC11 <= 1.077555
PC16 <= -0.06921371
PC21 <= 0.9153184
PC69 > -0.6320137
PC81 > -0.764167
-> class 1\|0 [0.989]
Rule 25/105: (126.9/0.5, lift 24.0)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 1.077555
PC16 <= -0.06921371
PC21 <= 0.9153184
PC50 > 0.2316995
PC79 > -0.1673564
-> class 1\|0 [0.989]
Rule 25/106: (73, lift 23.9)
PC1 > -0.430681
PC6 <= -1.50737
PC11 <= -2.309642
-> class 1\|0 [0.987]
Rule 25/107: (55.7, lift 23.8)
PC1 > -0.430681
PC2 <= 2.5099
PC21 <= 0.9153184
PC22 > 2.747152
PC57 <= -1.088154
-> class 1\|0 [0.983]
Rule 25/108: (74.5/0.5, lift 23.8)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7069036
PC16 <= -0.06921371
PC39 <= -0.253738
PC45 <= 0.3952569
PC66 > 0.6217367
-> class 1\|0 [0.981]
Rule 25/109: (47.4, lift 23.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC30 <= -0.2412564
PC33 > -0.5413352
PC65 > -0.04479048
PC94 <= 0.1432274
-> class 1\|0 [0.980]
Rule 25/110: (91.5/1.1, lift 23.7)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -0.2138148
PC8 > 0.5793092
PC15 <= -3.157014
-> class 1\|0 [0.977]
Rule 25/111: (29.8, lift 23.5)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC11 <= 1.077555
PC45 <= 0.3952569
PC69 > -0.6320137
PC87 <= -1.114687
-> class 1\|0 [0.968]
Rule 25/112: (25.4, lift 23.4)
PC1 > 11.12104
PC6 <= -1.50737
PC45 > 0.1540567
-> class 1\|0 [0.963]
Rule 25/113: (18.2, lift 23.0)
PC3 > 1.640775
PC16 <= -0.02748807
PC65 > -0.04479048
PC80 > 0.8600772
PC92 <= 0.5065197
-> class 1\|0 [0.951]
Rule 25/114: (17.6, lift 23.0)
PC1 > -0.430681
PC10 > -0.7069036
PC15 <= -2.286187
PC16 <= -0.06921371
PC85 > 0.6241479
-> class 1\|0 [0.949]
Rule 25/115: (154.7/10.9, lift 22.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC25 > -0.03263944
PC26 <= 0.04895893
PC33 > -0.5413352
PC33 <= 0.843222
PC39 > -0.04002334
PC47 > -0.295758
PC65 > -0.04479048
PC69 <= 1.456935
PC77 <= 0.7041603
PC85 <= -0.01527319
PC92 <= 0.5065197
-> class 1\|0 [0.924]
Rule 25/116: (10.9, lift 22.4)
PC1 > -0.430681
PC10 > -0.7069036
PC15 <= -2.286187
PC16 <= -0.06921371
PC93 > 0.4461545
-> class 1\|0 [0.923]
Rule 25/117: (10.6, lift 22.3)
PC1 > -0.430681
PC3 <= 0.7407557
PC9 > 0.2649656
PC21 > 0.9153184
-> class 1\|0 [0.921]
Rule 25/118: (40.1/2.4, lift 22.3)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 1.077555
PC16 <= -0.06921371
PC38 > 0.4342196
PC45 <= 0.3952569
-> class 1\|0 [0.920]
Rule 25/119: (77.1/6.6, lift 21.9)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC10 > -0.3454105
PC11 <= 1.077555
PC15 > -3.157014
PC16 <= -0.06921371
PC45 <= 0.3952569
PC62 > -0.4595099
PC78 <= -0.169979
-> class 1\|0 [0.904]
Rule 25/120: (51.7/5.7, lift 21.2)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC16 <= -0.02748807
PC47 > -0.295758
PC77 <= 0.7041603
PC79 <= 0.01465963
PC94 <= 0.1432274
-> class 1\|0 [0.876]
Rule 25/121: (5.3, lift 20.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC77 <= 0.7041603
PC97 <= -1.930828
-> class 1\|0 [0.863]
Rule 25/122: (4.8, lift 20.7)
PC1 > 11.12104
PC6 <= -1.50737
PC21 <= 0.9153184
PC71 > -1.227495
PC99 <= -1.943437
-> class 1\|0 [0.853]
Rule 25/123: (52.6/12.6, lift 18.2)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC11 <= 1.077555
PC16 <= -0.06921371
PC21 <= 0.9153184
PC45 <= 0.3952569
PC62 <= -0.4595099
-> class 1\|0 [0.752]
Rule 25/124: (134, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC65 <= -0.04479048
PC79 > 0.01465963
PC97 > -1.930828
-> class 1\|1 [0.993]
Rule 25/125: (256.1/2.4, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC48 <= 0.2157489
PC94 > 0.1432274
-> class 1\|1 [0.987]
Rule 25/126: (72, lift 15.0)
PC1 > -0.430681
PC7 > -5.020498
PC10 > -0.7069036
PC11 > 1.077555
PC15 > -3.157014
PC16 <= -0.06921371
PC22 <= -0.05790386
PC42 <= 0.1606697
-> class 1\|1 [0.986]
Rule 25/127: (88.7/0.2, lift 15.0)
PC2 > 2.5099
PC8 <= -3.620445
PC16 <= -0.02748807
PC48 <= 0.2157489
-> class 1\|1 [0.986]
Rule 25/128: (365.1/5.5, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC10 > -0.3454105
PC11 <= 1.077555
PC15 > -3.157014
PC16 <= -0.06921371
PC21 <= 0.9153184
PC38 <= 0.4342196
PC50 <= 0.2316995
PC62 > -0.4595099
PC66 <= 0.6217367
PC69 > -0.6320137
PC78 > -0.169979
PC85 <= 0.6241479
PC87 > -1.114687
PC93 <= 0.4461545
-> class 1\|1 [0.982]
Rule 25/129: (356.4/5.4, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC10 > -0.3454105
PC11 <= 1.077555
PC15 > -2.286187
PC16 <= -0.06921371
PC21 <= 0.9153184
PC38 <= 0.4342196
PC50 <= 0.2316995
PC66 <= 0.6217367
PC69 > -0.6320137
PC78 > -0.169979
PC87 > -1.114687
-> class 1\|1 [0.982]
Rule 25/130: (51.1, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC33 <= -0.5413352
-> class 1\|1 [0.981]
Rule 25/131: (45.7, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC30 > -0.2412564
PC33 <= 0.843222
PC69 <= 1.456935
PC85 > -0.01527319
-> class 1\|1 [0.979]
Rule 25/132: (28.2, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC77 > 0.7041603
-> class 1\|1 [0.967]
Rule 25/133: (115.1/3, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC47 <= -0.295758
PC48 <= 0.2157489
-> class 1\|1 [0.966]
Rule 25/134: (27, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC25 <= -0.03263944
PC47 > -0.295758
PC94 <= 0.1432274
-> class 1\|1 [0.965]
Rule 25/135: (154.7/4.5, lift 14.6)
PC3 > 1.640775
PC16 <= -0.02748807
PC88 > 0.2952977
-> class 1\|1 [0.965]
Rule 25/136: (174/5.4, lift 14.6)
PC3 > 1.640775
PC16 <= -0.02748807
PC30 > -0.2412564
PC33 > -0.5413352
PC39 <= -0.04002334
PC48 <= 0.2157489
PC77 <= 0.7041603
PC80 <= 0.8600772
PC94 <= 0.1432274
-> class 1\|1 [0.963]
Rule 25/137: (24.1, lift 14.6)
PC3 > 1.640775
PC16 <= -0.02748807
PC33 > 0.843222
PC80 <= 0.8600772
-> class 1\|1 [0.962]
Rule 25/138: (22.2, lift 14.5)
PC3 > 0.6922847
PC12 > 2.986485
PC15 > -3.157014
PC57 > -1.088154
-> class 1\|1 [0.959]
Rule 25/139: (105/4.9, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC26 > 0.04895893
PC30 > -0.2412564
PC48 <= 0.2157489
PC80 <= 0.8600772
-> class 1\|1 [0.945]
Rule 25/140: (25.2/0.7, lift 14.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC48 <= 0.2157489
PC92 > 0.5065197
-> class 1\|1 [0.937]
Rule 25/141: (44.5/2, lift 14.2)
PC2 <= 2.5099
PC3 > 0.6922847
PC57 > -1.088154
PC60 <= -0.162758
PC65 <= 0.06005301
PC79 > 0.1805173
-> class 1\|1 [0.935]
Rule 25/142: (79.7/5.4, lift 14.0)
PC2 <= 2.5099
PC3 > 0.6922847
PC10 > -0.7069036
PC45 <= -0.4924593
PC57 > -1.088154
PC65 > 0.06005301
-> class 1\|1 [0.921]
Rule 25/143: (10.5, lift 13.9)
PC2 <= 2.5099
PC10 <= -0.3454105
PC15 > -3.157014
PC16 <= -0.06921371
PC81 <= -0.764167
-> class 1\|1 [0.915]
Rule 25/144: (9.2, lift 13.8)
PC3 > 1.640775
PC30 > -0.2412564
PC48 <= 0.2157489
PC69 > 1.456935
PC80 <= 0.8600772
-> class 1\|1 [0.910]
Rule 25/145: (46.6/7.4, lift 12.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC16 <= 1.26344
PC26 <= 0.9802921
PC51 > -0.7567238
PC83 > -0.4204092
PC99 <= 0.8364246
-> class 1\|1 [0.828]
Rule 25/146: (9.8/2.2, lift 11.0)
PC1 <= -0.430681
PC2 > -0.2809945
PC2 <= 2.5099
PC8 <= 0.281482
PC44 > -0.2477247
-> class 1\|1 [0.729]
Rule 25/147: (43.1/12.1, lift 10.8)
PC6 > 5.368485
PC8 <= 0.5793092
PC15 <= -3.157014
-> class 1\|1 [0.709]
Rule 25/148: (307/140.8, lift 8.2)
PC1 > 11.12104
PC3 <= 0.6922847
PC10 > -0.7069036
PC15 > -3.157014
-> class 1\|1 [0.541]
Rule 25/149: (75.6, lift 17.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.26344
PC51 > -0.7567238
-> class 1\|2 [0.987]
Rule 25/150: (53, lift 17.6)
PC2 <= 2.5099
PC13 <= -0.06920971
PC15 > -1.299245
PC16 <= -0.06921371
PC21 <= 0.9153184
PC45 > 0.3952569
-> class 1\|2 [0.982]
Rule 25/151: (49.6, lift 17.6)
PC1 > -0.430681
PC2 <= 2.5099
PC7 <= 1.252206
PC10 > -0.7069036
PC16 > -0.06921371
PC45 > -0.4924593
PC54 > 0.03185932
PC57 > -1.088154
PC89 <= -0.3272434
-> class 1\|2 [0.981]
Rule 25/152: (60.5/0.2, lift 17.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC26 > 0.9802921
PC51 > -0.7567238
-> class 1\|2 [0.980]
Rule 25/153: (45, lift 17.6)
PC2 <= 2.5099
PC3 > 0.6922847
PC45 > -0.4924593
PC49 > 0.6308492
PC54 > 0.03185932
PC57 > -1.088154
PC98 > -0.132918
-> class 1\|2 [0.979]
Rule 25/154: (45.2, lift 17.6)
PC3 > 9.508333
PC16 > -0.02748807
PC51 <= -0.7567238
-> class 1\|2 [0.979]
Rule 25/155: (43.3, lift 17.6)
PC3 > 0.6922847
PC16 > -0.06921371
PC45 > -0.4924593
PC46 > 0.8680487
PC49 > 0.6308492
PC57 > -1.088154
-> class 1\|2 [0.978]
Rule 25/156: (42.7, lift 17.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC51 > -0.7567238
PC99 > 0.8364246
-> class 1\|2 [0.978]
Rule 25/157: (39.4, lift 17.5)
PC1 > 11.12104
PC3 <= 0.6922847
PC6 > -1.50737
PC16 > -0.06921371
-> class 1\|2 [0.976]
Rule 25/158: (38.8, lift 17.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC60 <= -0.9066795
-> class 1\|2 [0.976]
Rule 25/159: (75.6/0.9, lift 17.5)
PC2 <= 2.5099
PC8 > -5.625447
PC10 <= -0.7069036
PC14 > 2.051948
PC15 > -3.157014
PC49 > -1.030473
-> class 1\|2 [0.975]
Rule 25/160: (38.4, lift 17.5)
PC3 > 0.6922847
PC11 <= -2.6544
PC16 > -0.06921371
PC65 > 0.06005301
-> class 1\|2 [0.975]
Rule 25/161: (34.4, lift 17.5)
PC2 <= 2.5099
PC3 > 0.6922847
PC4 > 0.8657938
PC16 > -0.06921371
PC45 > -0.4924593
-> class 1\|2 [0.972]
Rule 25/162: (262.4/7.4, lift 17.4)
PC2 <= 2.5099
PC3 > 0.6922847
PC12 <= 2.986485
PC15 > -3.157014
PC15 <= 3.877999
PC16 > -0.06921371
PC21 <= 0.9153184
PC65 <= 0.06005301
PC79 <= 0.1805173
-> class 1\|2 [0.968]
Rule 25/163: (28.9, lift 17.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC51 > -0.7567238
PC83 <= -0.4204092
-> class 1\|2 [0.968]
Rule 25/164: (27.8, lift 17.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.02748807
PC68 <= -1.906004
-> class 1\|2 [0.966]
Rule 25/165: (22, lift 17.2)
PC5 <= -6.601229
PC16 > -0.02748807
PC51 <= -0.7567238
-> class 1\|2 [0.958]
Rule 25/166: (21.5, lift 17.2)
PC7 <= -5.020498
PC10 > -0.7069036
PC11 > 1.077555
PC21 <= 0.9153184
PC45 <= 0.3952569
-> class 1\|2 [0.957]
Rule 25/167: (15, lift 16.9)
PC3 > 0.6922847
PC7 <= 1.252206
PC16 > -0.06921371
PC53 > 0.9870729
PC65 > 0.06005301
-> class 1\|2 [0.941]
Rule 25/168: (110.6/6.2, lift 16.8)
PC2 <= 2.5099
PC3 > 0.6922847
PC16 > -0.06921371
PC45 > -0.4924593
PC47 <= 1.281413
PC49 > 0.6308492
PC57 > -1.088154
PC79 <= 0.254708
PC93 > -0.4926305
PC100 > -0.02614878
-> class 1\|2 [0.936]
Rule 25/169: (138.1/8.2, lift 16.8)
PC2 <= 2.5099
PC3 > 0.6922847
PC12 <= 2.986485
PC16 > -0.06921371
PC57 > -1.088154
PC60 > -0.162758
PC65 <= 0.06005301
PC80 > -1.360059
-> class 1\|2 [0.934]
Rule 25/170: (40.9/2.1, lift 16.7)
PC1 > -0.430681
PC2 <= 2.5099
PC21 <= 0.9153184
PC54 > 0.03185932
PC61 <= -0.8250551
PC65 > 0.06005301
-> class 1\|2 [0.929]
Rule 25/171: (36.5/1.8, lift 16.6)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7069036
PC11 > 1.077555
PC16 <= -0.06921371
PC21 <= 0.9153184
PC22 > -0.05790386
-> class 1\|2 [0.927]
Rule 25/172: (50.6/3.2, lift 16.5)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7069036
PC11 > 1.077555
PC16 <= -0.06921371
PC42 > 0.1606697
PC45 <= 0.3952569
-> class 1\|2 [0.919]
Rule 25/173: (9.5, lift 16.4)
PC2 <= 2.5099
PC3 > 0.6922847
PC15 > -3.157014
PC16 > -0.06921371
PC22 <= 2.747152
PC57 <= -1.088154
-> class 1\|2 [0.913]
Rule 25/174: (30.2/2.1, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.02748807
PC48 > 0.2157489
PC88 <= 0.2952977
-> class 1\|2 [0.904]
Rule 25/175: (7.2, lift 16.0)
PC2 <= 2.5099
PC9 <= -2.617393
PC15 <= -3.157014
PC50 <= -0.4994218
-> class 1\|2 [0.891]
Rule 25/176: (223.4/23.6, lift 16.0)
PC2 <= 2.5099
PC3 > 0.6922847
PC16 > -0.06921371
PC57 > -1.088154
PC77 <= -0.239746
-> class 1\|2 [0.891]
Rule 25/177: (29.9/5.6, lift 14.2)
PC2 <= 2.5099
PC3 > 0.6922847
PC7 > 1.252206
PC16 > -0.06921371
PC65 > 0.06005301
PC77 > -0.239746
-> class 1\|2 [0.794]
Rule 25/178: (61.4/15.5, lift 13.3)
PC2 <= 2.5099
PC7 <= -7.573264
PC21 <= 0.9153184
-> class 1\|2 [0.739]
Rule 25/179: (59.4, lift 14.4)
PC1 > -0.430681
PC8 > -0.8013418
PC15 > 3.877999
PC16 > -0.06921371
-> class 1\|3 [0.984]
Rule 25/180: (18.8, lift 13.9)
PC1 > -0.430681
PC2 <= 2.5099
PC15 > -3.157014
PC57 > -1.088154
PC65 <= 0.06005301
PC80 <= -1.360059
-> class 1\|3 [0.952]
Rule 25/181: (157.9/7.2, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.508333
PC5 > -6.601229
PC51 <= -0.7567238
PC60 > -0.9066795
PC68 > -1.906004
-> class 1\|3 [0.949]
Rule 25/182: (32.4/10.6, lift 9.7)
PC3 > 0.7407557
PC10 > -0.7069036
PC21 > 0.9153184
-> class 1\|3 [0.664]
Rule 25/183: (4574.2/3360.3, lift 3.9)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.265]
Rule 25/184: (159.8, lift 13.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC10 <= -0.2740306
PC68 > 0.3035959
-> class 2\|0 [0.993]
Rule 25/185: (106.4, lift 13.5)
PC1 <= -0.430681
PC8 > 0.281482
PC19 <= -0.6017641
PC45 <= -0.1791222
PC88 > -0.4269749
-> class 2\|0 [0.991]
Rule 25/186: (74, lift 13.5)
PC1 > -0.430681
PC9 <= 0.2649656
PC10 > -0.7069036
PC12 > -1.954119
PC21 > 0.9153184
PC62 <= 0.1553375
PC71 > -0.7803868
PC79 > -0.3155009
-> class 2\|0 [0.987]
Rule 25/187: (57.1, lift 13.4)
PC8 > 1.292652
PC10 <= -0.2740306
PC82 <= -0.4558334
-> class 2\|0 [0.983]
Rule 25/188: (554.7/9.8, lift 13.4)
PC2 <= 2.5099
PC8 > 0.281482
PC11 > -0.4004431
PC16 <= 0.5499262
PC19 <= -0.6017641
PC20 <= 0.08323355
PC30 <= 0.1637613
PC60 > -0.3799267
PC61 > -1.071619
PC71 <= 0.9060505
-> class 2\|0 [0.981]
Rule 25/189: (255.7/6.9, lift 13.2)
PC8 > 0.281482
PC11 > -0.4004431
PC16 <= 0.5499262
PC19 <= -0.6017641
PC20 <= -0.01699446
PC30 <= 0.4553676
PC35 > 0.04186293
PC37 <= -0.1446801
PC60 > -0.3799267
PC61 > -1.071619
PC64 <= 0.1631444
PC71 <= 0.9060505
PC77 > -0.8739405
-> class 2\|0 [0.969]
Rule 25/190: (57.8/0.9, lift 13.2)
PC1 <= -0.430681
PC8 > 1.292652
PC10 <= -0.2740306
PC24 <= -0.1746948
-> class 2\|0 [0.968]
Rule 25/191: (26.3, lift 13.2)
PC8 > 1.292652
PC10 <= -0.2608784
PC19 <= -0.6017641
PC60 <= -0.3799267
-> class 2\|0 [0.965]
Rule 25/192: (19.3, lift 13.0)
PC2 <= 0.7678564
PC10 <= -0.7069036
PC14 <= 2.051948
PC15 > -3.157014
PC27 > 0.2849731
PC29 <= -0.09987281
-> class 2\|0 [0.953]
Rule 25/193: (17.1, lift 12.9)
PC1 <= -0.430681
PC2 > -0.1525462
PC8 > 1.292652
-> class 2\|0 [0.948]
Rule 25/194: (14.2, lift 12.8)
PC1 > -0.430681
PC1 <= 11.12104
PC2 <= 2.5099
PC3 <= 0.6922847
PC8 > -0.3640697
PC10 > -0.7069036
PC16 > -0.06921371
PC58 <= -0.08922733
-> class 2\|0 [0.938]
Rule 25/195: (48.9/2.2, lift 12.8)
PC1 <= -0.430681
PC8 > 1.292652
PC17 > -0.7044799
PC20 <= 0.08323355
PC26 <= 4.165228
PC69 > 0.3280344
-> class 2\|0 [0.937]
Rule 25/196: (120/7.3, lift 12.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC10 <= -0.2740306
PC37 <= 0.04729003
-> class 2\|0 [0.932]
Rule 25/197: (12.2, lift 12.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC16 <= -0.6350949
PC19 > -0.6017641
PC20 <= 0.08323355
-> class 2\|0 [0.930]
Rule 25/198: (53.7/3.1, lift 12.7)
PC2 <= 2.5099
PC8 > 1.292652
PC11 > -0.4004431
PC17 > 0.4774725
PC19 <= -0.6017641
PC20 <= 0.08323355
PC26 <= 4.165228
-> class 2\|0 [0.927]
Rule 25/199: (23.8/1.5, lift 12.4)
PC1 <= -0.430681
PC8 > 5.296233
PC19 > -0.6017641
PC20 <= 0.08323355
-> class 2\|0 [0.904]
Rule 25/200: (16.2/2.3, lift 11.2)
PC1 <= -0.430681
PC8 > 1.292652
PC17 > -0.7044799
PC20 <= 0.08323355
PC28 <= -0.1569469
PC69 <= 0.3280344
-> class 2\|0 [0.817]
Rule 25/201: (65.6, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC12 > 5.358043
-> class 2\|1 [0.985]
Rule 25/202: (33, lift 9.7)
PC1 > -0.430681
PC3 <= 0.7407557
PC9 <= 0.2649656
PC10 > -0.7069036
PC21 > 0.9153184
PC62 > 0.1553375
-> class 2\|1 [0.971]
Rule 25/203: (25.3, lift 9.6)
PC2 <= 2.5099
PC8 > -2.053633
PC43 > -1.260705
PC95 > 3.116251
-> class 2\|1 [0.963]
Rule 25/204: (14.4, lift 9.4)
PC1 > -0.430681
PC15 > -3.157014
PC21 > 0.9153184
PC71 <= -0.7803868
-> class 2\|1 [0.939]
Rule 25/205: (19.2/0.7, lift 9.2)
PC2 <= 2.5099
PC8 > -2.053633
PC9 <= 9.952705
PC44 <= -0.2477247
PC84 > 2.335635
-> class 2\|1 [0.918]
Rule 25/206: (44.7/3.7, lift 9.0)
PC1 <= -0.430681
PC8 > 1.292652
PC19 <= -0.6017641
PC30 > 0.1637613
PC37 > -0.1446801
-> class 2\|1 [0.898]
Rule 25/207: (72.2/8.6, lift 8.7)
PC2 <= -9.307465
-> class 2\|1 [0.871]
Rule 25/208: (5.5, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.1655254
PC8 <= 0.281482
PC28 <= -0.1244157
PC44 <= -0.2477247
-> class 2\|1 [0.868]
Rule 25/209: (32.3/4, lift 8.5)
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC9 <= 5.648268
PC21 > 1.50095
PC67 > 0.3653468
PC68 > -1.318275
-> class 2\|1 [0.854]
Rule 25/210: (67.6/13.6, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC9 <= 5.648268
PC43 > -1.260705
PC66 > -1.716099
PC87 <= -0.8339931
-> class 2\|1 [0.791]
Rule 25/211: (29.1/5.5, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC9 <= 5.648268
PC58 > -1.09718
PC59 <= -0.7404553
-> class 2\|1 [0.790]
Rule 25/212: (14.1/3.4, lift 7.3)
PC8 > -2.053633
PC9 > 9.952705
PC29 <= 0.2790949
PC44 <= -0.2477247
-> class 2\|1 [0.725]
Rule 25/213: (50.6/14.9, lift 7.0)
PC1 > -0.430681
PC1 <= 11.12104
PC2 <= 2.5099
PC3 <= 0.6922847
PC8 > -0.3640697
PC10 > -0.7069036
PC16 > -0.06921371
PC21 <= 0.9153184
PC46 > -0.3936358
PC58 > -0.08922733
-> class 2\|1 [0.698]
Rule 25/214: (3001.5/1438.5, lift 5.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
-> class 2\|1 [0.521]
Rule 25/215: (111.2, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.281482
PC19 > -3.647172
PC20 > 0.03673479
PC34 <= 0.873229
PC68 <= -1.318275
PC87 > -0.8339931
-> class 2\|2 [0.991]
Rule 25/216: (78.8, lift 10.9)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC21 <= -1.168543
PC29 <= 0.2790949
PC55 > -0.6126752
PC56 > -0.7253499
PC67 <= 0.3653468
-> class 2\|2 [0.988]
Rule 25/217: (44.5/0.2, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC9 <= 5.648268
PC51 > 0.5273523
PC84 <= 0.2193472
PC87 > -0.8339931
-> class 2\|2 [0.973]
Rule 25/218: (40.3/0.2, lift 10.7)
PC1 <= -0.430681
PC8 > -2.053633
PC8 <= 0.281482
PC9 <= 9.952705
PC41 > 2.147295
PC44 <= -0.2477247
PC76 > 0.4107093
-> class 2\|2 [0.971]
Rule 25/219: (65.2/1, lift 10.7)
PC1 <= -0.430681
PC2 <= -1.257818
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.08323355
PC35 > -0.6260197
PC44 <= 0.802502
PC51 > 0.4598384
-> class 2\|2 [0.970]
Rule 25/220: (32.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC12 <= -1.185554
PC29 > 0.2790949
-> class 2\|2 [0.970]
Rule 25/221: (30.1, lift 10.7)
PC2 <= -0.2809945
PC8 > 0.2007374
PC8 <= 0.281482
PC30 <= 0.2754268
PC43 > -1.260705
PC46 <= 0.49885
PC51 <= 0.5273523
PC100 > -0.7762271
-> class 2\|2 [0.968]
Rule 25/222: (26.4, lift 10.6)
PC1 > -0.430681
PC1 <= 11.12104
PC2 <= 2.5099
PC3 <= 0.6922847
PC8 <= -0.3640697
PC10 > -0.7069036
PC33 <= 0.9092562
PC46 > -0.3936358
PC70 > 0.1453745
-> class 2\|2 [0.965]
Rule 25/223: (155/4.9, lift 10.6)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= -0.1655254
PC9 <= -1.020931
PC12 <= 5.358043
PC44 <= -0.2477247
PC76 <= 0.4107093
-> class 2\|2 [0.962]
Rule 25/224: (21.6, lift 10.5)
PC2 <= -0.2809945
PC8 > -2.053633
PC8 <= 0.281482
PC58 > -1.09718
PC66 <= -1.716099
-> class 2\|2 [0.955]
Rule 25/225: (41.1/1.1, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 1.292652
PC19 > -0.8355679
PC20 <= 0.08323355
PC48 <= 0.1582262
PC61 <= 0.8846653
PC65 > 0.08551688
PC69 > -0.07135707
-> class 2\|2 [0.952]
Rule 25/226: (20.5/0.1, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC44 > -0.2477247
PC56 <= -0.7253499
PC58 > -1.09718
PC59 > -0.7404553
PC68 > -1.318275
PC84 <= 0.2193472
-> class 2\|2 [0.951]
Rule 25/227: (17.9, lift 10.5)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC45 <= 0.2480852
PC46 <= 0.49885
PC49 > 0.4144312
PC55 > -0.6126752
PC56 > -0.7253499
PC84 <= 0.2193472
PC87 > -0.8339931
-> class 2\|2 [0.950]
Rule 25/228: (17.2, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.257818
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.08323355
PC44 <= 0.802502
PC47 > -0.469431
PC55 <= -0.4903698
PC89 <= 0.3423431
-> class 2\|2 [0.948]
Rule 25/229: (253.7/14, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC13 > -0.3440573
PC19 > -3.647172
PC21 <= 1.50095
PC67 > 0.3653468
PC68 <= 0.3225138
PC86 <= 0.6070151
PC87 > -0.8339931
-> class 2\|2 [0.941]
Rule 25/230: (30.7/1.2, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC44 > -0.2477247
PC56 > -0.7253499
PC84 <= 0.2193472
PC87 > -0.8339931
PC100 <= -0.7762271
-> class 2\|2 [0.933]
Rule 25/231: (37.7/1.8, lift 10.2)
PC1 <= -0.430681
PC2 <= -1.257818
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.08323355
PC35 > -0.6260197
PC44 <= 0.802502
PC47 > -0.469431
PC78 > 0.5161648
-> class 2\|2 [0.929]
Rule 25/232: (11.3, lift 10.2)
PC1 <= -0.430681
PC8 > 0.281482
PC8 <= 1.292652
PC11 <= -2.491021
PC69 <= -0.07135707
-> class 2\|2 [0.925]
Rule 25/233: (74.4/5.3, lift 10.1)
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC15 <= 0.7303821
PC25 > 0.1588264
PC42 <= 0.01354714
PC45 > 0.0398227
PC68 <= 2.713766
PC99 > -1.237636
-> class 2\|2 [0.918]
Rule 25/234: (9.6, lift 10.1)
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC72 <= -6.276124
-> class 2\|2 [0.914]
Rule 25/235: (9.6, lift 10.1)
PC1 <= -0.430681
PC2 <= -1.257818
PC3 > 0.2418556
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.08323355
PC44 <= 0.802502
PC47 > -0.469431
PC51 <= 0.4598384
-> class 2\|2 [0.913]
Rule 25/236: (107.1/8.6, lift 10.1)
PC8 > -2.053633
PC8 <= 0.281482
PC9 > 5.648268
PC12 <= 5.358043
PC19 > -3.647172
PC34 <= 0.873229
PC44 > -0.2477247
PC58 > -1.09718
PC95 <= 3.116251
-> class 2\|2 [0.912]
Rule 25/237: (59.3/4.6, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.272961
PC20 > 0.08323355
PC40 <= -1.557652
PC47 > -0.469431
-> class 2\|2 [0.909]
Rule 25/238: (59.5/4.8, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.4143142
PC44 <= 0.802502
-> class 2\|2 [0.906]
Rule 25/239: (74.5/7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 2.272961
PC20 > 0.08323355
PC35 > -0.6260197
PC44 <= 0.802502
PC89 > 0.3423431
-> class 2\|2 [0.895]
Rule 25/240: (119.3/12.9, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 2.272961
PC18 > -0.07287568
PC20 > 0.08323355
PC44 <= 0.802502
PC47 > -0.469431
PC81 > 0.0537382
PC89 <= 0.3423431
-> class 2\|2 [0.885]
Rule 25/241: (7.8/0.2, lift 9.7)
PC2 <= 2.5099
PC8 > 1.292652
PC17 <= -0.7044799
PC20 <= 0.08323355
PC77 <= -0.717634
-> class 2\|2 [0.881]
Rule 25/242: (663.7/81.3, lift 9.7)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC9 <= 9.952705
PC12 <= 5.358043
PC19 > -3.647172
PC28 > -0.1244157
PC33 <= 0.4931622
PC34 <= 0.873229
PC44 <= -0.2477247
PC76 <= 0.4107093
PC84 <= 2.335635
-> class 2\|2 [0.876]
Rule 25/243: (16.3/1.8, lift 9.3)
PC1 <= -0.430681
PC8 > 2.246104
PC8 <= 2.272961
PC20 > 0.08323355
PC47 > -0.469431
-> class 2\|2 [0.848]
Rule 25/244: (14.4/1.5, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC25 <= 0.1588264
PC27 <= -0.3765402
PC62 > -0.491961
-> class 2\|2 [0.848]
Rule 25/245: (5.8/0.2, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 1.292652
PC61 > 0.8017409
PC61 <= 0.8846653
-> class 2\|2 [0.847]
Rule 25/246: (5.8/0.3, lift 9.2)
PC1 <= -0.430681
PC8 > 0.281482
PC8 <= 1.292652
PC20 <= 0.08323355
PC61 <= 0.8846653
PC68 <= -2.148863
-> class 2\|2 [0.832]
Rule 25/247: (106.2/19.1, lift 9.0)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC29 <= 0.2790949
PC45 > 0.2480852
PC55 > -0.6126752
PC58 > -1.09718
PC59 > -0.7404553
PC84 <= 0.2193472
PC87 > -0.8339931
-> class 2\|2 [0.814]
Rule 25/248: (7.3/0.9, lift 8.7)
PC1 <= -0.430681
PC8 > -3.491543
PC8 <= -2.053633
PC44 > -1.267251
PC56 > 0.7649021
-> class 2\|2 [0.791]
Rule 25/249: (75.7/15.5, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC28 <= -0.1047969
PC44 > -0.2477247
PC55 > -0.6126752
PC84 <= 0.2193472
PC100 > -0.7762271
-> class 2\|2 [0.787]
Rule 25/250: (158.2/33.3, lift 8.7)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= 0.281482
PC58 > 0.5896431
-> class 2\|2 [0.786]
Rule 25/251: (9.2/2.8, lift 7.3)
PC2 <= -8.207625
PC8 > 2.272961
PC20 > 0.08323355
-> class 2\|2 [0.665]
Rule 25/252: (24.6/8.6, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.281482
PC8 <= 1.292652
PC19 > -0.8355679
PC61 <= 0.8846653
PC85 <= -1.073961
-> class 2\|2 [0.638]
Rule 25/253: (150, lift 8.2)
PC2 <= 2.5099
PC8 <= -3.491543
PC11 > -4.127287
PC27 <= 0.7294041
PC44 <= 0.8318985
PC46 <= 0.413817
PC88 > 0.1388246
-> class 2\|3 [0.993]
Rule 25/254: (123, lift 8.2)
PC1 <= -0.430681
PC2 <= -0.2809945
PC8 > -2.053633
PC8 <= 0.281482
PC12 <= 5.358043
PC29 <= 0.2790949
PC43 > -1.260705
PC51 <= 0.5273523
PC55 <= -0.6126752
PC56 > -0.7253499
PC58 > -1.09718
PC67 <= 0.3653468
PC87 > -0.8339931
-> class 2\|3 [0.992]
Rule 25/255: (69.1, lift 8.1)
PC1 <= -0.430681
PC8 <= -2.053633
PC11 > -4.127287
PC17 > 0.3029955
PC44 <= 0.8318985
PC46 <= 0.413817
PC49 > 0.1093639
-> class 2\|3 [0.986]
Rule 25/256: (55.3, lift 8.1)
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC12 <= 5.358043
PC15 > 0.4805132
PC34 <= 0.873229
PC44 > -0.2477247
PC58 <= -1.09718
-> class 2\|3 [0.983]
Rule 25/257: (25.6, lift 7.9)
PC1 <= -0.430681
PC8 <= -2.053633
PC22 <= -1.367747
PC44 > 0.8318985
PC96 <= 0.303962
-> class 2\|3 [0.964]
Rule 25/258: (100.2/3.6, lift 7.9)
PC1 > -0.430681
PC1 <= 11.12104
PC3 <= 0.6922847
PC8 <= -0.3640697
PC15 > -3.157014
PC16 > -0.06921371
PC21 <= 0.9153184
PC46 > -0.3936358
PC59 > -0.2559464
PC70 <= 0.1453745
-> class 2\|3 [0.955]
Rule 25/259: (80.9/3.4, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= -0.1655254
PC9 > -1.020931
PC10 <= 0.2830673
PC12 <= 5.358043
PC19 > -3.647172
PC68 > 0.1161592
-> class 2\|3 [0.947]
Rule 25/260: (89.5/5, lift 7.7)
PC8 <= -2.053633
PC10 > -0.7895166
PC36 > -0.5941353
PC58 <= 0.5896431
PC72 > -6.276124
PC99 <= -1.237636
-> class 2\|3 [0.934]
Rule 25/261: (10.9, lift 7.6)
PC1 > -0.430681
PC8 <= -5.625447
PC14 > 2.051948
-> class 2\|3 [0.923]
Rule 25/262: (48.1/3.2, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.281482
PC12 <= 5.358043
PC13 <= -0.3440573
PC19 > -3.647172
PC29 <= 0.2790949
PC34 <= 0.873229
PC44 > -0.2477247
PC67 > 0.3653468
-> class 2\|3 [0.917]
Rule 25/263: (27.5/2.1, lift 7.4)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7069036
PC15 > -3.157014
PC31 <= 0.06491774
-> class 2\|3 [0.896]
Rule 25/264: (318.6/139.9, lift 4.6)
PC2 <= 2.5099
PC9 <= -2.617393
PC15 <= -3.157014
-> class 2\|3 [0.560]
Rule 25/265: (12071.6/9648.5, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.201]
Rule 25/266: (216.6, lift 21.6)
PC8 <= -3.491543
PC22 > -1.367747
PC36 <= 0.1523443
PC44 > 0.8318985
PC46 <= 0.413817
PC69 <= 0.671253
PC96 <= 0.303962
-> class 2\|4 [0.995]
Rule 25/267: (123.4, lift 21.5)
PC2 <= 2.5099
PC8 <= -2.053633
PC11 <= -4.127287
PC20 <= 0.3085335
-> class 2\|4 [0.992]
Rule 25/268: (84.5/0.3, lift 21.4)
PC1 > -0.430681
PC9 <= -2.617393
PC15 <= -3.157014
PC50 > -0.4994218
PC88 <= 0.003865504
PC89 <= 0.4577325
-> class 2\|4 [0.984]
Rule 25/269: (69.1/0.7, lift 21.2)
PC2 <= 2.5099
PC8 <= -3.491543
PC17 <= 0.3029955
PC45 <= 0.1559608
PC46 <= 0.413817
PC57 <= 0.7117925
PC86 > -0.5658265
PC88 <= 0.1388246
PC90 > 0.3064505
PC96 <= 0.2898899
-> class 2\|4 [0.976]
Rule 25/270: (28.7, lift 21.0)
PC1 <= -0.430681
PC8 <= -3.491543
PC27 > 0.7294041
PC44 <= 0.8318985
PC46 <= 0.413817
PC85 > -0.4749953
-> class 2\|4 [0.967]
Rule 25/271: (23.3, lift 20.9)
PC9 <= -2.617393
PC15 <= -3.157014
PC31 > 1.026484
PC50 > -0.4994218
-> class 2\|4 [0.961]
Rule 25/272: (146/5.8, lift 20.7)
PC1 <= -0.430681
PC8 <= -2.053633
PC42 > 0.01447451
PC62 <= -0.491961
PC72 > -6.276124
PC89 > -0.2593155
PC94 > -0.6773158
PC95 > 0.003114134
-> class 2\|4 [0.954]
Rule 25/273: (14.7, lift 20.4)
PC1 > -0.430681
PC2 > -2.585374
PC9 <= -2.617393
PC15 <= -3.157014
PC50 > -0.4994218
-> class 2\|4 [0.940]
Rule 25/274: (275.8/24, lift 19.8)
PC1 <= -0.430681
PC8 <= -3.491543
PC17 > 0.3029955
PC46 <= 0.413817
PC49 <= 0.1093639
PC57 <= 0.7117925
PC75 <= 0.07939036
PC85 > -0.4749953
PC86 > -0.5658265
PC88 <= 0.1388246
PC89 <= 0.9043077
PC93 <= 0.3468122
PC94 <= 0.8244115
PC96 <= 0.2898899
-> class 2\|4 [0.910]
Rule 25/275: (8.8, lift 19.7)
PC1 > -0.430681
PC1 <= 11.12104
PC2 <= 2.5099
PC3 <= 0.6922847
PC10 > -0.7069036
PC15 > -3.157014
PC21 <= 0.9153184
PC46 > -0.3936358
PC59 <= -0.2559464
-> class 2\|4 [0.907]
Rule 25/276: (21.6/1.7, lift 19.3)
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC22 > 1.012924
PC25 > 0.1588264
PC58 <= 0.5896431
-> class 2\|4 [0.886]
Rule 25/277: (47.7/8.9, lift 17.4)
PC1 <= -0.430681
PC2 > -9.307465
PC2 <= 2.5099
PC8 > -2.053633
PC8 <= 0.281482
PC12 > -1.185554
PC29 > 0.2790949
PC47 <= -0.3261924
PC49 <= 0.1213837
-> class 2\|4 [0.802]
Rule 25/278: (13.2/2, lift 17.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= 0.281482
PC28 <= -0.1421888
PC62 <= -0.491961
PC94 > -0.6773158
-> class 2\|4 [0.802]
Rule 25/279: (14/2.3, lift 17.2)
PC1 <= -0.430681
PC8 <= -2.053633
PC27 <= 0.7294041
PC45 <= 0.1559608
PC46 <= 0.413817
PC58 <= -0.1986643
PC85 > -0.4749953
PC86 > -0.5658265
PC88 <= 0.1388246
PC93 > 0.3468122
-> class 2\|4 [0.793]
Rule 25/280: (14.8/4.3, lift 14.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.281482
PC29 <= 0.2790949
PC43 <= -1.260705
PC44 > -0.2477247
-> class 2\|4 [0.686]
Rule 25/281: (45.8/18.9, lift 12.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC10 <= -0.7895166
-> class 2\|4 [0.583]
Rule 25/282: (45.9/19.9, lift 12.2)
PC8 <= -2.053633
PC25 <= 0.1588264
PC41 > 8.661874
PC72 > -6.276124
-> class 2\|4 [0.563]
Rule 25/283: (26.5/13.5, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.491543
PC8 <= -2.053633
PC18 <= -0.5321527
PC58 <= 0.5896431
-> class 2\|4 [0.490]
Rule 25/284: (28.6/19, lift 7.6)
PC1 > -0.430681
PC12 > -1.954119
PC21 > 0.9153184
PC79 <= -0.3155009
-> class 2\|4 [0.348]
Default class: 2\|3
----- Trial 26: -----
Rules:
Rule 26/1: (146.5/1.5, lift 17.4)
PC1 > -0.6007821
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > 0.6487461
PC59 <= 0.8656506
PC87 <= 0.06119468
-> class 0\|0 [0.983]
Rule 26/2: (27.7, lift 17.1)
PC1 > -0.775747
PC7 <= -0.8794407
PC18 > 2.668103
PC47 <= -0.4011268
-> class 0\|0 [0.966]
Rule 26/3: (115.5/5.1, lift 16.7)
PC1 > -0.775747
PC2 <= 4.473893
PC18 > 1.906099
PC18 <= 2.634908
PC43 > -1.810695
PC45 <= 1.456985
PC55 > -0.4774561
PC88 > -2.399029
PC98 <= 0.4982643
-> class 0\|0 [0.948]
Rule 26/4: (25.8/2.1, lift 15.7)
PC1 <= -0.775747
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC29 <= -2.519265
-> class 0\|0 [0.888]
Rule 26/5: (3, lift 14.1)
PC7 <= -0.7224794
PC17 > -2.13104
PC18 <= -0.3695138
PC30 > 3.952512
-> class 0\|0 [0.801]
Rule 26/6: (2.8, lift 14.0)
PC12 > -2.032964
PC18 > 9.219208
-> class 0\|0 [0.793]
Rule 26/7: (3111.7/2087.3, lift 5.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC18 > -0.3695138
-> class 0\|0 [0.329]
Rule 26/8: (93.4/0.4, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC18 > -0.3695138
PC18 <= 1.906099
PC43 <= 0.6059743
PC63 > 0.8972487
PC85 <= 1.667884
PC86 <= 3.310023
PC90 > -1.759266
-> class 0\|1 [0.986]
Rule 26/9: (63.9, lift 12.1)
PC7 > -0.8794407
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC36 <= 2.526415
PC41 > 0.239016
-> class 0\|1 [0.985]
Rule 26/10: (56.5, lift 12.0)
PC13 > 8.316996
PC20 > -4.036534
PC31 <= 0.1783828
PC36 <= 1.476349
PC42 <= -0.2387451
PC62 <= 0.690105
PC73 <= 0.4181305
-> class 0\|1 [0.983]
Rule 26/11: (75.5/0.4, lift 12.0)
PC2 > 2.5099
PC12 > -2.032964
PC18 > 1.906099
PC40 <= 2.846748
PC47 > 0.6906349
PC48 > -0.4966069
-> class 0\|1 [0.982]
Rule 26/12: (84/0.7, lift 12.0)
PC2 > 2.5099
PC18 > 1.906099
PC46 <= 0.8215386
PC55 <= -0.4774561
PC82 <= 5.756923
-> class 0\|1 [0.981]
Rule 26/13: (284.1/4.7, lift 12.0)
PC1 <= -0.775747
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC18 <= 9.219208
PC29 > -2.519265
PC65 > -2.897177
PC74 <= 2.351583
-> class 0\|1 [0.980]
Rule 26/14: (45.8, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC8 > 0.131999
PC18 > -0.3695138
PC18 <= 0.2192922
PC43 <= 0.6059743
PC90 > -1.759266
-> class 0\|1 [0.979]
Rule 26/15: (86.3/1, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > 0.6487461
PC18 <= 1.906099
PC87 > 0.06119468
PC98 <= 0.2159296
-> class 0\|1 [0.977]
Rule 26/16: (86.4/1.1, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7224794
PC17 > -2.13104
PC18 <= -0.3695138
PC30 <= 3.952512
PC99 > -0.05028043
-> class 0\|1 [0.976]
Rule 26/17: (39.9, lift 12.0)
PC1 > -0.6007821
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.3695138
PC18 <= 0.6487461
-> class 0\|1 [0.976]
Rule 26/18: (37.3, lift 11.9)
PC1 > -0.775747
PC13 <= 8.316996
PC18 > 1.906099
PC56 > 1.217546
PC86 <= 3.310023
-> class 0\|1 [0.975]
Rule 26/19: (130.8/3.2, lift 11.9)
PC1 <= -0.6007821
PC2 > 2.5099
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC50 <= 0.8536695
PC90 > -1.759266
-> class 0\|1 [0.968]
Rule 26/20: (33.8/0.2, lift 11.8)
PC5 > 1.774664
PC9 > -0.687247
PC18 > 2.668103
PC58 > -0.7764863
PC85 > 0.4690358
-> class 0\|1 [0.966]
Rule 26/21: (308.3/11.3, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > 0.2192922
PC18 <= 1.906099
PC21 > -0.8927413
PC21 <= 0.6288067
PC25 > -1.12914
PC43 <= 0.6059743
PC59 > -1.632287
PC76 > -1.71424
PC85 <= 1.667884
PC90 > -1.759266
PC96 <= 1.813257
-> class 0\|1 [0.960]
Rule 26/22: (25.6/0.2, lift 11.7)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC40 <= 2.846748
PC43 <= -1.810695
PC46 <= 0.8215386
-> class 0\|1 [0.958]
Rule 26/23: (20.4, lift 11.7)
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC18 <= 2.668103
PC98 > 0.4982643
-> class 0\|1 [0.955]
Rule 26/24: (18.9, lift 11.7)
PC1 > -0.775747
PC13 <= 8.316996
PC18 > 1.906099
PC18 <= 2.668103
PC40 <= 2.846748
PC45 > 1.456985
PC46 <= 0.8215386
-> class 0\|1 [0.952]
Rule 26/25: (16.8, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > -0.3695138
PC18 <= 1.906099
PC21 > -0.8927413
PC24 <= -1.026743
PC43 > 0.6059743
PC59 > -1.632287
PC90 > -1.759266
PC96 <= 1.813257
-> class 0\|1 [0.947]
Rule 26/26: (75.5/3.5, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1605581
PC17 > -1.325231
PC18 <= -0.3695138
PC55 > 0.1613281
PC59 <= 0.906496
-> class 0\|1 [0.942]
Rule 26/27: (173.1/9.1, lift 11.5)
PC7 <= -0.8794407
PC18 > 1.906099
PC30 > -1.663647
PC37 > -1.85303
PC40 <= 2.846748
PC47 > -0.4011268
PC54 > -0.8106362
PC88 > -2.399029
-> class 0\|1 [0.942]
Rule 26/28: (63.8/2.9, lift 11.5)
PC2 > 2.5099
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC59 > 0.8656506
PC90 > -1.759266
-> class 0\|1 [0.940]
Rule 26/29: (93.6/4.8, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC12 > -2.032964
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC59 > -1.632287
PC60 <= -0.406259
PC65 > -2.897177
PC76 > -1.71424
PC86 <= 3.310023
PC90 > -1.759266
-> class 0\|1 [0.939]
Rule 26/30: (59.9/2.8, lift 11.5)
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 1.906099
PC27 <= -3.650596
-> class 0\|1 [0.938]
Rule 26/31: (12.6, lift 11.4)
PC13 <= 8.316996
PC18 > 2.634908
PC18 <= 2.668103
PC36 <= 2.526415
-> class 0\|1 [0.932]
Rule 26/32: (134.5/8.4, lift 11.4)
PC9 <= -0.687247
PC12 > -2.032964
PC13 <= 8.316996
PC18 > 2.668103
PC41 > -0.1523349
PC86 <= 3.310023
-> class 0\|1 [0.931]
Rule 26/33: (162.4/10.6, lift 11.4)
PC1 > -0.775747
PC2 > 4.473893
PC12 > -2.032964
PC14 <= 1.894085
PC18 > 1.906099
PC18 <= 2.668103
PC39 <= 1.964315
PC40 <= 2.846748
PC46 <= 0.8215386
-> class 0\|1 [0.929]
Rule 26/34: (145.7/9.8, lift 11.4)
PC18 > 2.668103
PC29 > -1.204963
PC37 > -1.85303
PC41 > -0.1523349
PC41 <= 0.239016
PC46 <= 0.8215386
PC58 <= -0.7764863
PC72 <= -0.1576636
PC86 <= 3.310023
-> class 0\|1 [0.927]
Rule 26/35: (11, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.6315263
-> class 0\|1 [0.923]
Rule 26/36: (28.6/1.7, lift 11.2)
PC1 > -0.775747
PC13 <= 8.316996
PC18 > 1.906099
PC46 <= 0.8215386
PC86 <= 3.310023
PC88 <= -2.399029
-> class 0\|1 [0.911]
Rule 26/37: (4.7, lift 10.4)
PC13 > 8.316996
PC42 > -0.2387451
PC82 <= 5.756923
PC98 > 2.474735
-> class 0\|1 [0.850]
Rule 26/38: (65/14.8, lift 9.4)
PC2 > 2.5099
PC18 > 2.668103
PC36 <= 2.526415
PC37 <= -1.85303
-> class 0\|1 [0.764]
Rule 26/39: (70.2/25.7, lift 7.7)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7224794
PC55 > 0.8615937
-> class 0\|1 [0.630]
Rule 26/40: (83.4/0.2, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC59 <= -1.632287
PC86 <= 3.310023
-> class 0\|2 [0.986]
Rule 26/41: (38.5/0.7, lift 9.6)
PC2 > 2.5099
PC12 > -2.032964
PC18 > -0.3695138
PC65 <= -2.897177
-> class 0\|2 [0.958]
Rule 26/42: (20.6, lift 9.6)
PC13 > 8.316996
PC18 > -0.3695138
PC31 <= 0.1783828
PC42 <= -0.2387451
PC73 > 0.4181305
-> class 0\|2 [0.956]
Rule 26/43: (20.3, lift 9.6)
PC2 > 2.5099
PC18 <= -0.3695138
PC40 > 0.3781291
PC40 <= 0.3934716
PC67 <= 0.4322629
PC94 > -0.6976095
-> class 0\|2 [0.955]
Rule 26/44: (16.6, lift 9.5)
PC13 > 8.316996
PC42 <= -0.2387451
PC62 > 0.690105
-> class 0\|2 [0.946]
Rule 26/45: (53/2.5, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC18 > -0.3695138
PC18 <= 1.906099
PC85 > 1.667884
PC86 <= 3.310023
-> class 0\|2 [0.937]
Rule 26/46: (128.8/7.8, lift 9.4)
PC13 > 8.316996
PC14 > 2.137767
PC18 > -0.3695138
PC36 <= 1.476349
PC42 > -0.2387451
PC63 > -0.9149661
PC92 > -1.641856
-> class 0\|2 [0.933]
Rule 26/47: (26.1/1.1, lift 9.3)
PC1 <= -0.775747
PC2 > 2.5099
PC13 <= 8.316996
PC18 > 1.906099
PC74 > 2.351583
-> class 0\|2 [0.925]
Rule 26/48: (34.5/2, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC18 > -0.3695138
PC18 <= 1.906099
PC21 <= -0.8927413
PC59 > -1.632287
PC65 > -2.897177
-> class 0\|2 [0.918]
Rule 26/49: (85.1/6.1, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC24 > -1.026743
PC43 > 0.6059743
-> class 0\|2 [0.918]
Rule 26/50: (9.7, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > -0.3695138
PC18 <= 1.906099
PC21 > -0.8927413
PC59 > -1.632287
PC86 <= 3.310023
PC96 > 1.813257
-> class 0\|2 [0.915]
Rule 26/51: (79.4/7.6, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC18 > -0.3695138
PC18 <= 1.906099
PC82 <= 5.756923
PC86 <= 3.310023
PC90 <= -1.759266
-> class 0\|2 [0.895]
Rule 26/52: (6.1, lift 8.8)
PC2 > 2.5099
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 1.906099
PC22 > -0.0894394
PC22 <= -0.08544802
-> class 0\|2 [0.877]
Rule 26/53: (34.1/3.7, lift 8.8)
PC2 > 2.5099
PC13 > 1.698335
PC13 <= 8.316996
PC18 > -0.3695138
PC18 <= 1.906099
PC67 > -0.2009948
PC82 <= 5.756923
PC86 <= 3.310023
-> class 0\|2 [0.871]
Rule 26/54: (5.1, lift 8.6)
PC13 > 8.316996
PC20 <= -4.036534
PC31 <= 0.1783828
PC73 <= 0.4181305
-> class 0\|2 [0.859]
Rule 26/55: (68.3/10, lift 8.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.131999
PC13 <= 0.6098803
PC14 <= 0.5727633
PC18 > -0.3695138
PC18 <= 0.2192922
PC43 <= 0.6059743
PC60 > -0.406259
PC63 <= 0.8972487
-> class 0\|2 [0.844]
Rule 26/56: (7662.5/5681.1, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.259]
Rule 26/57: (184.7, lift 10.9)
PC3 <= 1.640775
PC4 > -8.261679
PC5 > -0.501222
PC7 > -0.4666672
PC9 <= 0.5981579
PC17 <= -1.325231
PC18 <= -0.3695138
PC49 <= 0.931915
PC59 <= 0.9189069
PC62 > -0.4642606
PC67 <= -0.1188333
PC78 <= 0.450895
PC94 <= 0.7863109
PC95 <= 0.5467693
PC99 > -0.8973147
-> class 0\|3 [0.995]
Rule 26/58: (183.6/0.3, lift 10.9)
PC4 > -8.261679
PC4 <= 7.902575
PC7 > -0.4666672
PC9 <= 0.5981579
PC11 <= 0.1913967
PC17 <= -1.325231
PC18 <= -1.757131
PC22 > -1.833493
PC25 <= 0.9713756
PC40 <= 0.3781291
PC41 <= 0.161079
PC49 <= 0.931915
PC59 <= 0.9189069
PC62 > -0.4642606
PC78 <= 0.450895
PC89 > -0.09294392
PC94 <= 0.7863109
-> class 0\|3 [0.993]
Rule 26/59: (92.3, lift 10.8)
PC3 <= 1.640775
PC5 <= 2.764018
PC17 <= -1.325231
PC36 > -3.183667
PC95 <= 0.5467693
PC97 <= -1.553986
-> class 0\|3 [0.989]
Rule 26/60: (105.1/0.4, lift 10.8)
PC2 > 2.5099
PC4 <= 7.902575
PC7 > -0.7224794
PC16 > -0.0540816
PC19 > -0.1013324
PC62 > -0.4642606
PC70 <= 1.771152
PC73 <= -1.382133
PC78 <= 0.8681839
PC95 <= 0.5467693
-> class 0\|3 [0.986]
Rule 26/61: (67, lift 10.8)
PC13 > 8.316996
PC42 > -0.2387451
PC92 <= -1.641856
-> class 0\|3 [0.986]
Rule 26/62: (65.4, lift 10.8)
PC2 > 2.5099
PC4 <= 7.902575
PC7 > -0.7224794
PC9 <= 0.5981579
PC18 <= -0.3695138
PC19 > -0.1013324
PC36 <= 2.039692
PC49 <= 0.931915
PC62 > -0.4642606
PC87 <= -0.5174176
PC95 <= 0.5467693
-> class 0\|3 [0.985]
Rule 26/63: (64.1, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC4 <= 7.902575
PC7 > -0.7224794
PC18 <= -0.3695138
PC36 > -3.183667
PC62 > -0.4642606
PC67 > 0.4322629
PC95 <= 0.5467693
-> class 0\|3 [0.985]
Rule 26/64: (116.9/1, lift 10.8)
PC4 <= 7.902575
PC5 <= 2.764018
PC7 > -0.7224794
PC9 <= 0.5981579
PC17 <= -1.325231
PC18 <= -0.3695138
PC36 > -3.183667
PC85 <= 1.505421
PC94 <= -0.6976095
-> class 0\|3 [0.983]
Rule 26/65: (237.7/3.6, lift 10.7)
PC4 <= 7.902575
PC7 > -0.4666672
PC17 <= -1.325231
PC18 <= -1.757131
PC19 > -0.1013324
PC22 > -1.833493
PC49 <= 0.931915
PC59 <= 0.9189069
PC62 > -0.4642606
PC70 <= 1.771152
PC78 <= 0.450895
PC89 <= -0.09568349
PC94 <= 0.7863109
PC95 <= 0.5467693
PC99 > -0.8973147
-> class 0\|3 [0.981]
Rule 26/66: (41.6, lift 10.7)
PC2 > 2.5099
PC5 > 1.504355
PC5 <= 2.764018
PC17 <= -1.325231
PC95 > 0.5467693
-> class 0\|3 [0.977]
Rule 26/67: (40.9, lift 10.7)
PC13 > 8.316996
PC36 > 1.476349
-> class 0\|3 [0.977]
Rule 26/68: (86.3/1.1, lift 10.7)
PC7 > -0.7224794
PC17 <= -1.325231
PC18 <= -0.3695138
PC85 > 1.505421
-> class 0\|3 [0.976]
Rule 26/69: (103.9/1.8, lift 10.7)
PC5 <= 2.764018
PC9 <= 0.5981579
PC16 > -0.0540816
PC17 <= -1.325231
PC18 <= -0.3695138
PC36 > 2.039692
-> class 0\|3 [0.974]
Rule 26/70: (33.1, lift 10.6)
PC2 > 2.5099
PC17 <= -2.13104
PC71 > 1.23681
PC90 > -1.248777
-> class 0\|3 [0.972]
Rule 26/71: (31.7, lift 10.6)
PC3 <= 1.640775
PC4 > -8.261679
PC5 <= 2.764018
PC17 <= -1.325231
PC18 <= -0.3695138
PC19 <= -0.1013324
PC62 > -0.4642606
PC70 <= -0.3740578
PC85 <= 1.505421
-> class 0\|3 [0.970]
Rule 26/72: (31.8, lift 10.6)
PC7 > -0.7224794
PC17 <= -1.325231
PC52 > 3.170128
PC94 > 0.3835147
-> class 0\|3 [0.970]
Rule 26/73: (27.2, lift 10.6)
PC1 > -0.7666069
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7224794
PC17 > -1.325231
PC18 <= -0.3695138
PC44 <= 0.5340554
PC46 > 0.5830795
-> class 0\|3 [0.966]
Rule 26/74: (41.8/0.7, lift 10.5)
PC2 > 2.5099
PC5 <= 1.504355
PC6 <= 0.1239523
PC7 > -0.7224794
PC18 <= -0.3695138
PC77 > -0.05790963
PC94 <= 0.3835147
PC95 > 0.5467693
-> class 0\|3 [0.961]
Rule 26/75: (18.1, lift 10.4)
PC1 > -0.7666069
PC3 <= 1.640775
PC17 > -1.325231
PC18 <= -0.3695138
PC20 <= -1.192887
PC31 > -0.3434507
PC55 <= 0.1613281
PC67 <= -0.1407373
PC82 <= 0.1400384
-> class 0\|3 [0.950]
Rule 26/76: (17, lift 10.4)
PC3 <= 1.640775
PC17 <= -1.325231
PC18 <= -0.3695138
PC37 > 1.425528
PC95 > 0.5467693
-> class 0\|3 [0.947]
Rule 26/77: (253.6/14, lift 10.3)
PC4 > -8.261679
PC4 <= 7.902575
PC5 > -0.501222
PC6 <= 0.08114678
PC7 > -0.4666672
PC11 <= 0.1913967
PC16 > -0.0540816
PC17 <= -1.325231
PC18 <= -1.757131
PC22 > -1.833493
PC25 <= 0.9713756
PC41 <= 0.161079
PC49 <= 0.931915
PC59 > -1.117986
PC59 <= 0.9189069
PC62 > -0.4642606
PC78 <= 0.450895
PC80 <= 0.3664107
PC89 > -0.09568349
PC95 <= 0.5467693
-> class 0\|3 [0.941]
Rule 26/78: (14.6, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7224794
PC18 <= -0.3695138
PC22 > 2.272664
PC55 <= 0.8615937
-> class 0\|3 [0.940]
Rule 26/79: (40.2/1.7, lift 10.2)
PC2 > 2.5099
PC12 > -0.04278207
PC17 > -1.325231
PC18 <= -0.3695138
PC20 <= -1.192887
PC44 <= 0.5340554
PC79 > 0.4583216
-> class 0\|3 [0.936]
Rule 26/80: (12.9, lift 10.2)
PC3 <= 1.640775
PC7 <= -0.7224794
PC17 <= -2.13104
PC18 <= -0.3695138
PC34 <= -1.605904
PC55 <= 0.8615937
-> class 0\|3 [0.933]
Rule 26/81: (26.3/0.9, lift 10.2)
PC8 <= -0.1605581
PC10 > 6.231593
PC18 <= -0.3695138
PC55 > 0.1613281
-> class 0\|3 [0.933]
Rule 26/82: (71.5/4.1, lift 10.2)
PC4 > -8.261679
PC7 > -0.7224794
PC7 <= -0.4666672
PC17 <= -1.325231
PC19 > -0.1013324
PC49 <= 0.931915
PC52 <= -0.5913373
PC78 <= 0.8681839
PC95 <= 0.5467693
-> class 0\|3 [0.931]
Rule 26/83: (14.7/0.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -0.1877081
PC8 <= -0.1605581
PC55 > 0.1613281
-> class 0\|3 [0.929]
Rule 26/84: (23.9/1.2, lift 10.0)
PC1 > -0.7666069
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.5461736
PC17 > -1.325231
PC18 <= -0.3695138
PC23 <= -1.990978
-> class 0\|3 [0.915]
Rule 26/85: (9.7, lift 10.0)
PC2 > 2.5099
PC7 > -0.7224794
PC17 > -1.325231
PC18 <= -0.3695138
PC41 > 0.2261199
PC55 <= 0.1613281
-> class 0\|3 [0.915]
Rule 26/86: (12.7/0.3, lift 10.0)
PC2 > 2.5099
PC2 <= 3.280569
PC3 <= 1.640775
PC17 > -1.325231
PC18 <= -0.3695138
PC55 > 0.1613281
-> class 0\|3 [0.913]
Rule 26/87: (9.4, lift 10.0)
PC2 > 2.5099
PC6 > 0.1239523
PC17 <= -1.325231
PC95 > 0.5467693
-> class 0\|3 [0.912]
Rule 26/88: (45.8/3.6, lift 9.9)
PC13 > 8.316996
PC14 <= 2.137767
PC63 > -0.9149661
-> class 0\|3 [0.904]
Rule 26/89: (17.8/1.2, lift 9.7)
PC2 > 2.5099
PC7 <= -0.7224794
PC17 <= -2.13104
PC55 <= 0.8615937
PC90 <= -1.248777
-> class 0\|3 [0.887]
Rule 26/90: (26.6/2.5, lift 9.6)
PC2 > 2.5099
PC13 > 1.698335
PC13 <= 8.316996
PC18 > -0.3695138
PC18 <= 1.906099
PC67 <= -0.2009948
-> class 0\|3 [0.877]
Rule 26/91: (86.9/10.9, lift 9.5)
PC4 <= 7.902575
PC7 > -0.7224794
PC17 <= -1.325231
PC18 <= -0.3695138
PC62 <= -0.4642606
PC82 > 0.2328117
-> class 0\|3 [0.866]
Rule 26/92: (80.6/11, lift 9.4)
PC1 > -0.7666069
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -1.325231
PC18 <= -0.3695138
PC31 > -0.3434507
PC44 <= 0.5340554
PC55 <= 0.1613281
PC82 > 0.1400384
-> class 0\|3 [0.855]
Rule 26/93: (104.9/15.3, lift 9.3)
PC3 <= 1.640775
PC7 > -0.7224794
PC9 <= 0.5981579
PC16 <= -0.0540816
PC17 <= -1.325231
-> class 0\|3 [0.848]
Rule 26/94: (45.6/7, lift 9.1)
PC17 > -1.325231
PC18 <= -0.3695138
PC20 <= -3.665074
PC31 > -0.3434507
-> class 0\|3 [0.832]
Rule 26/95: (31.7/5.3, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.5461736
PC17 > -1.325231
PC18 <= -0.3695138
PC55 <= 0.1613281
-> class 0\|3 [0.814]
Rule 26/96: (77.1, lift 24.7)
PC1 > 7.978601
PC3 <= 0.1229528
PC10 > -0.7764253
PC16 > -0.9735159
PC19 > -0.8741567
PC21 <= 0.9193565
PC68 <= 1.231536
PC98 <= 0.353467
-> class 1\|0 [0.987]
Rule 26/97: (74.5, lift 24.7)
PC1 > 0.6041246
PC2 <= 2.5099
PC16 <= 0.1122229
PC25 > 0.5891064
PC69 > -0.6568275
-> class 1\|0 [0.987]
Rule 26/98: (167.7/1.9, lift 24.6)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC11 <= 1.372363
PC12 > -0.5321216
PC16 <= -0.9735159
PC21 <= 0.9193565
PC49 > -2.058709
PC78 <= -0.2288972
-> class 1\|0 [0.983]
Rule 26/99: (46.5/0.3, lift 24.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC16 <= -0.8953013
PC44 <= -0.1893252
PC64 > -1.42413
PC65 > -0.1389549
-> class 1\|0 [0.972]
Rule 26/100: (223.1/6.7, lift 24.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 > -0.7764253
PC12 > -0.5321216
PC16 <= -0.9735159
PC21 <= 0.9193565
PC44 > -1.491744
PC60 > 0.07584439
PC79 > -0.1678373
PC91 > -0.4964139
PC98 <= 0.07035533
-> class 1\|0 [0.966]
Rule 26/101: (17.8/0.3, lift 23.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC47 > -0.295758
PC47 <= -0.2729528
-> class 1\|0 [0.935]
Rule 26/102: (13, lift 23.4)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.05653552
PC20 <= -0.6707974
PC25 > -0.03263944
PC65 > -0.1389549
-> class 1\|0 [0.933]
Rule 26/103: (43/2.7, lift 23.0)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC15 > 0.1377357
PC65 > -0.1389549
PC68 > 1.713503
-> class 1\|0 [0.918]
Rule 26/104: (8.4, lift 22.6)
PC1 <= -0.2947256
PC3 > 1.640775
PC47 > -0.295758
PC65 > -0.1389549
-> class 1\|0 [0.904]
Rule 26/105: (8.2, lift 22.6)
PC1 > -0.430681
PC9 > 0.2649656
PC21 > 0.9193565
PC79 > -0.3155009
-> class 1\|0 [0.902]
Rule 26/106: (190.5/21, lift 22.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC6 <= 8.137499
PC11 <= 1.372363
PC16 <= -0.9735159
PC21 <= 0.9193565
PC24 <= -0.7200069
PC44 > -1.491744
PC63 > -0.4034757
PC79 > -0.1227392
PC91 > -0.4964139
PC98 <= 0.2470101
-> class 1\|0 [0.886]
Rule 26/107: (197.6/23.3, lift 22.0)
PC1 > -0.430681
PC6 <= 8.137499
PC11 <= 1.372363
PC15 <= -3.145281
PC16 <= -0.9735159
-> class 1\|0 [0.878]
Rule 26/108: (62.1/8.2, lift 21.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC25 > -0.03263944
PC65 > -0.1389549
PC81 > 0.5983472
-> class 1\|0 [0.856]
Rule 26/109: (116.5/16.1, lift 21.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC25 > -0.03263944
PC47 > -0.295758
PC64 > -1.42413
PC65 > 0.2008677
PC68 <= 1.713503
-> class 1\|0 [0.856]
Rule 26/110: (24/3.2, lift 21.0)
PC1 > -0.430681
PC1 <= 0.6041246
PC2 <= 2.5099
PC10 > -0.7764253
PC16 > -0.9735159
PC16 <= 0.1122229
PC56 <= -0.2873907
-> class 1\|0 [0.839]
Rule 26/111: (176.4/36, lift 19.8)
PC1 > -0.430681
PC3 > 0.1229528
PC14 <= -1.848832
-> class 1\|0 [0.793]
Rule 26/112: (153.5, lift 14.7)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 1.372363
PC16 <= -0.9735159
PC21 <= 0.9193565
PC49 > -2.058709
PC98 > 0.2470101
-> class 1\|1 [0.994]
Rule 26/113: (171.5, lift 14.7)
PC5 > 12.1829
PC11 <= 1.372363
PC16 <= -0.9735159
PC88 > -0.09878595
-> class 1\|1 [0.994]
Rule 26/114: (139.1, lift 14.7)
PC1 > -0.430681
PC5 <= 12.1829
PC11 <= 1.372363
PC16 <= -0.9735159
PC91 <= -0.4964139
-> class 1\|1 [0.993]
Rule 26/115: (104.3/0.2, lift 14.6)
PC1 > -0.430681
PC5 <= 12.1829
PC10 > -0.7764253
PC11 <= 1.372363
PC12 > -0.5321216
PC15 > -3.145281
PC16 <= -0.9735159
PC49 > -2.058709
PC79 <= -0.1678373
-> class 1\|1 [0.989]
Rule 26/116: (90, lift 14.6)
PC1 > -0.430681
PC2 <= 2.5099
PC11 <= 1.372363
PC16 <= -0.9735159
PC60 <= 0.07584439
PC63 <= -0.4034757
PC78 > -0.2288972
PC79 > -0.1678373
-> class 1\|1 [0.989]
Rule 26/117: (110.8/0.9, lift 14.5)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7764253
PC16 <= -0.9735159
PC21 <= 0.9193565
PC24 > -0.7200069
PC60 <= 0.07584439
PC78 > -0.2288972
PC91 > -0.4964139
PC98 <= 0.2470101
-> class 1\|1 [0.983]
Rule 26/118: (44.1, lift 14.4)
PC1 > 7.978601
PC2 > -8.79261
PC6 <= -0.8999241
PC16 > -0.9735159
PC19 <= -0.8741567
PC21 <= 0.9193565
-> class 1\|1 [0.978]
Rule 26/119: (41.5, lift 14.4)
PC1 > 7.978601
PC2 > -8.79261
PC6 <= -0.8999241
PC10 > -0.7764253
PC16 > -0.9735159
PC68 > 1.231536
-> class 1\|1 [0.977]
Rule 26/120: (35.8, lift 14.4)
PC1 > -0.430681
PC11 <= 1.372363
PC16 <= -0.9735159
PC44 <= -1.491744
PC49 > -2.058709
-> class 1\|1 [0.974]
Rule 26/121: (94.7/1.6, lift 14.4)
PC1 > 7.978601
PC6 <= -0.8999241
PC98 > 0.353467
-> class 1\|1 [0.974]
Rule 26/122: (83.4/1.3, lift 14.4)
PC1 > -0.430681
PC1 <= 0.6041246
PC3 > 0.1229528
PC16 > -0.9735159
PC16 <= 0.1122229
PC21 <= 0.9193565
PC56 > -0.2873907
-> class 1\|1 [0.973]
Rule 26/123: (34.2, lift 14.3)
PC6 > 8.137499
PC11 <= 1.372363
PC16 <= -0.9735159
-> class 1\|1 [0.972]
Rule 26/124: (32.4, lift 14.3)
PC1 > -0.430681
PC6 <= -1.580094
PC10 > -0.7764253
PC12 <= -1.663528
PC21 > 0.9193565
-> class 1\|1 [0.971]
Rule 26/125: (28.9, lift 14.3)
PC1 > -0.430681
PC11 > 1.372363
PC16 <= -0.9735159
PC21 <= 0.9193565
PC43 > 0.432047
-> class 1\|1 [0.968]
Rule 26/126: (17.3, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC11 <= 1.372363
PC12 <= -0.5321216
PC16 <= -0.9735159
PC49 > -2.058709
-> class 1\|1 [0.948]
Rule 26/127: (50.6/2, lift 13.9)
PC10 > -0.7764253
PC16 <= -0.9735159
PC60 <= 0.07584439
PC78 > -0.2288972
PC79 > -0.1678373
PC79 <= -0.1227392
PC98 <= 0.2470101
-> class 1\|1 [0.943]
Rule 26/128: (11.7, lift 13.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -1.621782
PC18 > 0.2041752
PC25 <= -0.07683505
-> class 1\|1 [0.927]
Rule 26/129: (7.1, lift 13.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC5 <= 5.329156
PC14 > -1.848832
PC16 > 0.1122229
PC35 <= -0.09478597
PC44 > 0.4098228
PC53 <= 1.027676
-> class 1\|1 [0.890]
Rule 26/130: (27.3/4, lift 12.3)
PC1 > -0.430681
PC3 > 0.1229528
PC10 > -0.7764253
PC16 > -0.9735159
PC16 <= 0.1122229
PC33 <= -0.3984103
PC69 > -0.6568275
-> class 1\|1 [0.831]
Rule 26/131: (1209.5/611.2, lift 7.3)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.495]
Rule 26/132: (78.4, lift 17.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC13 <= 0.04487998
PC14 > -1.848832
PC16 > -0.9735159
PC53 > 1.027676
-> class 1\|2 [0.988]
Rule 26/133: (74.5, lift 17.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC5 <= 5.329156
PC13 <= 0.04487998
PC14 > -1.848832
PC16 > 0.1122229
PC19 > -3.746646
PC44 <= 0.4098228
PC77 <= -0.2580194
-> class 1\|2 [0.987]
Rule 26/134: (73, lift 17.4)
PC1 > -0.430681
PC3 > 0.1229528
PC23 > 2.639679
PC45 > -0.1746492
-> class 1\|2 [0.987]
Rule 26/135: (60, lift 17.3)
PC8 > -5.957941
PC8 <= -1.621782
PC10 <= -0.7764253
PC14 > 2.085181
PC18 <= 0.2041752
PC25 <= -0.07683505
-> class 1\|2 [0.984]
Rule 26/136: (61.4, lift 17.4)
PC2 <= 2.5099
PC5 > 2.990929
PC13 <= 0.04487998
PC16 > 0.1122229
PC44 <= 0.4098228
PC60 <= 1.825348
PC76 > -0.7472252
-> class 1\|2 [0.984]
Rule 26/137: (53/0.2, lift 17.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8953013
PC44 > 0.122181
PC53 <= 0.1438221
PC93 > -0.9696231
-> class 1\|2 [0.979]
Rule 26/138: (157.5/2.7, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC16 > 0.230149
PC25 <= 0.1401676
PC32 <= 0.1903198
PC38 <= 0.2084411
-> class 1\|2 [0.977]
Rule 26/139: (40.3, lift 17.2)
PC1 > 7.978601
PC3 <= 0.1229528
PC6 > -0.8999241
PC10 > -0.7764253
PC16 > -0.9735159
-> class 1\|2 [0.976]
Rule 26/140: (38.3, lift 17.2)
PC1 > -0.430681
PC3 > 0.1229528
PC94 > 1.787622
-> class 1\|2 [0.975]
Rule 26/141: (36, lift 17.2)
PC1 > -0.430681
PC3 > 0.1229528
PC10 > -0.7764253
PC16 > 0.1122229
PC35 > 0.6791058
-> class 1\|2 [0.974]
Rule 26/142: (35.4, lift 17.2)
PC5 > 12.1829
PC88 <= -0.09878595
-> class 1\|2 [0.973]
Rule 26/143: (35.5, lift 17.2)
PC2 <= 2.5099
PC3 > 0.1229528
PC5 <= -5.495927
PC16 > 0.1122229
PC45 > -0.1746492
PC100 <= 0.510457
-> class 1\|2 [0.973]
Rule 26/144: (33.8, lift 17.1)
PC1 > -0.430681
PC3 > 0.1229528
PC16 > -0.9735159
PC44 <= 0.4098228
PC74 <= -1.942143
-> class 1\|2 [0.972]
Rule 26/145: (33.8, lift 17.1)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7764253
PC16 > 0.1122229
PC45 > -0.1746492
PC46 > 0.49885
PC57 > 0.4791936
-> class 1\|2 [0.972]
Rule 26/146: (47/0.5, lift 17.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC13 <= 0.04487998
PC16 > 0.1122229
PC36 <= -0.5813864
PC44 <= 0.4098228
PC45 > -0.3629606
-> class 1\|2 [0.970]
Rule 26/147: (30.9, lift 17.1)
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8953013
PC22 <= -2.091307
-> class 1\|2 [0.970]
Rule 26/148: (28.2, lift 17.0)
PC2 <= 2.5099
PC4 <= 0.8657938
PC5 <= -6.286166
PC16 > -0.9735159
PC44 <= 0.4098228
-> class 1\|2 [0.967]
Rule 26/149: (80/1.9, lift 17.0)
PC1 > 0.6041246
PC2 <= 2.5099
PC3 > 0.1229528
PC8 > -1.561049
PC10 > -0.7764253
PC14 > -1.848832
PC16 > -0.9735159
PC16 <= 0.1122229
PC25 <= 0.5891064
PC33 > -0.3984103
-> class 1\|2 [0.965]
Rule 26/150: (26.6, lift 17.0)
PC2 <= 2.5099
PC3 > 0.1229528
PC4 > 0.8657938
PC16 > 0.1122229
-> class 1\|2 [0.965]
Rule 26/151: (27.5, lift 17.0)
PC2 <= 2.5099
PC3 > 0.1229528
PC5 <= 5.329156
PC13 <= 0.04487998
PC14 > -1.848832
PC16 > -0.9735159
PC44 <= 0.4098228
PC76 <= -0.7472252
-> class 1\|2 [0.963]
Rule 26/152: (69.5/2.1, lift 16.9)
PC3 > 0.1229528
PC10 > -0.7764253
PC20 <= -1.521745
PC21 <= 0.9193565
-> class 1\|2 [0.956]
Rule 26/153: (19.8, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC53 > 0.1438221
PC65 <= -0.6592128
-> class 1\|2 [0.954]
Rule 26/154: (129.1/5.9, lift 16.7)
PC2 <= 2.5099
PC5 > 5.329156
PC14 > -1.848832
PC16 > 0.1122229
-> class 1\|2 [0.948]
Rule 26/155: (41.5/1.4, lift 16.7)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7764253
PC11 > 1.372363
PC16 <= -0.9735159
PC21 <= 0.9193565
PC43 <= 0.432047
PC49 > -2.058709
-> class 1\|2 [0.946]
Rule 26/156: (19.1/0.2, lift 16.7)
PC3 > 1.640775
PC15 <= 0.1377357
PC38 > 0.2084411
PC66 <= -0.7080063
-> class 1\|2 [0.945]
Rule 26/157: (104.5/5.2, lift 16.6)
PC1 > -0.430681
PC3 > 0.1229528
PC13 <= 0.04487998
PC16 > 0.1122229
PC33 > -0.4867614
PC44 <= 0.4098228
PC62 <= 0.1484447
PC76 > -0.7472252
PC100 > 0.510457
-> class 1\|2 [0.942]
Rule 26/158: (13.8, lift 16.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC27 > 0.3707866
PC38 > 0.2084411
-> class 1\|2 [0.937]
Rule 26/159: (10.7, lift 16.2)
PC1 > -0.430681
PC13 <= 0.04487998
PC16 > -0.9735159
PC20 > -1.521745
PC45 > -0.3629606
PC98 <= -0.7135239
PC100 <= 0.510457
-> class 1\|2 [0.921]
Rule 26/160: (38/3.8, lift 15.5)
PC1 > -0.430681
PC13 <= 0.04487998
PC16 > 0.1122229
PC60 > 1.825348
PC100 <= 0.510457
-> class 1\|2 [0.881]
Rule 26/161: (6.1, lift 15.5)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7764253
PC16 > -0.9735159
PC36 > -0.5813864
PC42 > 1.448813
PC44 <= 0.4098228
-> class 1\|2 [0.877]
Rule 26/162: (20.5/3.4, lift 14.1)
PC2 <= 2.5099
PC16 <= -0.9735159
PC21 <= 0.9193565
PC49 <= -2.058709
-> class 1\|2 [0.802]
Rule 26/163: (170.9, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC4 <= 0.8657938
PC5 > -6.286166
PC5 <= 2.990929
PC16 > 0.1122229
PC20 > -1.521745
PC35 <= 0.6791058
PC45 > -0.3629606
PC45 <= -0.1746492
PC60 <= 1.825348
PC100 <= 0.510457
-> class 1\|3 [0.994]
Rule 26/164: (89.5/1.5, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC27 <= 0.3707866
PC38 > 0.2084411
PC66 > -0.7080063
-> class 1\|3 [0.973]
Rule 26/165: (177.9/6.3, lift 15.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC5 <= 5.329156
PC10 > -0.7764253
PC13 > 0.04487998
PC16 > 0.1122229
PC38 > 0.04332553
-> class 1\|3 [0.960]
Rule 26/166: (20, lift 15.7)
PC1 > -0.430681
PC8 > -1.621782
PC10 <= -0.7764253
PC11 > 2.574085
-> class 1\|3 [0.955]
Rule 26/167: (38.1/1, lift 15.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC8 <= -1.561049
PC10 > -0.7764253
PC16 > -0.9735159
PC16 <= 0.1122229
-> class 1\|3 [0.949]
Rule 26/168: (30.9/3, lift 14.4)
PC2 <= 2.5099
PC10 <= -0.7764253
PC14 <= 2.085181
PC18 <= 0.2041752
PC25 <= -0.07683505
-> class 1\|3 [0.880]
Rule 26/169: (61.2/18.1, lift 11.4)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC32 > 0.1903198
-> class 1\|3 [0.697]
Rule 26/170: (4580.1/3480.6, lift 3.9)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.240]
Rule 26/171: (273.9, lift 13.1)
PC2 <= 2.5099
PC8 > -0.6175917
PC9 <= 3.309038
PC11 > -0.9482124
PC12 > -0.7665534
PC21 > 1.364223
PC60 > -0.4210835
PC61 > -0.8677605
PC63 <= 0.1470641
PC74 > -0.6209176
-> class 2\|0 [0.996]
Rule 26/172: (198.3, lift 13.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC9 <= 3.309038
PC11 > -0.9482124
PC20 <= 0.1357512
PC34 <= -0.4300818
PC60 > -0.4210835
PC63 <= 0.1470641
PC74 > -0.6209176
-> class 2\|0 [0.995]
Rule 26/173: (254.3/0.4, lift 13.1)
PC8 > 1.189587
PC11 > -0.1778696
PC21 > -0.2470821
PC27 > -0.5595469
PC35 > 0.3481818
PC52 <= 0.2817972
PC56 <= 0.1376369
PC60 > -0.4210835
PC74 > -0.6209176
PC84 > -0.6523358
-> class 2\|0 [0.994]
Rule 26/174: (63.1, lift 13.0)
PC1 > -0.430681
PC9 <= 0.2649656
PC10 > -0.7764253
PC12 > -1.663528
PC21 > 0.9193565
PC62 <= 0.1553375
PC71 > -0.7803868
PC79 > -0.3155009
-> class 2\|0 [0.985]
Rule 26/175: (39.5/0.2, lift 12.8)
PC2 <= 2.5099
PC3 > -1.969858
PC3 <= 0.4447472
PC8 > -0.6175917
PC32 > 1.075985
PC52 > 0.1861159
PC98 <= 0.6837059
-> class 2\|0 [0.971]
Rule 26/176: (458/14.1, lift 12.7)
PC1 <= -0.430681
PC8 > 1.189587
PC9 <= 3.309038
PC11 > -0.1778696
PC12 > -0.7665534
PC18 <= 0.1540345
PC21 > -0.2470821
PC27 > -0.5595469
PC31 > -0.9203194
PC36 <= 0.3499929
PC45 <= 0.341919
PC56 <= 0.1376369
PC60 > -0.4210835
PC63 <= 0.1470641
PC74 > -0.6209176
PC84 > -0.6523358
PC100 > -0.7949643
-> class 2\|0 [0.967]
Rule 26/177: (28/0.2, lift 12.6)
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC39 > -0.487377
PC83 <= -0.4805476
PC98 > 0.6837059
-> class 2\|0 [0.960]
Rule 26/178: (200.8/8.9, lift 12.5)
PC2 <= 2.5099
PC8 > 1.189587
PC11 > -0.9482124
PC20 <= 0.1357512
PC50 > -0.7493332
PC63 <= 0.1470641
PC64 <= -0.6123523
PC74 > -0.6209176
PC84 > -0.6523358
-> class 2\|0 [0.951]
Rule 26/179: (139/7.3, lift 12.4)
PC1 <= -0.430681
PC8 > 5.467843
PC20 <= 0.1357512
PC63 <= 0.1470641
-> class 2\|0 [0.941]
Rule 26/180: (169.7/10.5, lift 12.3)
PC8 > 1.189587
PC11 > -0.9482124
PC15 <= -1.415315
PC20 <= 0.1357512
PC63 <= 0.1470641
PC74 > -0.6209176
PC96 <= 0.09577215
-> class 2\|0 [0.933]
Rule 26/181: (115.8/11, lift 11.8)
PC1 <= -0.430681
PC8 > 1.189587
PC62 > -0.8184637
PC66 > 0.6968356
-> class 2\|0 [0.898]
Rule 26/182: (6.4/0.9, lift 10.2)
PC1 <= -0.430681
PC8 > 1.189587
PC20 <= 0.1147595
PC63 > 0.1470641
PC66 <= 0.6968356
PC73 <= -1.100957
-> class 2\|0 [0.777]
Rule 26/183: (20.2/6.4, lift 8.7)
PC1 <= -0.430681
PC8 > 1.189587
PC20 <= 0.1147595
PC53 > 0.9778793
PC63 > 0.1470641
PC73 > -1.100957
-> class 2\|0 [0.665]
Rule 26/184: (1524.3/1018.5, lift 4.4)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7764253
-> class 2\|0 [0.332]
Rule 26/185: (132.1, lift 9.7)
PC1 <= -0.430681
PC7 > 0.1299887
PC8 > 1.189587
PC15 <= 1.758332
PC20 > 0.1357512
PC40 > -1.626179
PC63 <= 0.1470641
-> class 2\|1 [0.993]
Rule 26/186: (243/1, lift 9.7)
PC1 <= -0.430681
PC8 > 1.189587
PC12 <= -0.7665534
PC34 > -0.4300818
PC60 > -0.4210835
-> class 2\|1 [0.992]
Rule 26/187: (99.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.27834
PC8 > -0.6175917
PC8 <= 1.189587
PC29 > -0.1006374
PC60 > 0.2727447
PC95 <= -0.1269479
PC98 <= 0.6837059
-> class 2\|1 [0.990]
Rule 26/188: (84.3, lift 9.7)
PC8 > 1.189587
PC11 > -0.9482124
PC18 > 0.1540345
PC20 <= 0.1357512
PC21 <= 1.364223
PC34 > -0.4300818
PC50 > -0.7493332
PC52 <= 0.2817972
-> class 2\|1 [0.988]
Rule 26/189: (152.4/1, lift 9.6)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 2.288101
PC33 > -0.2940664
PC37 > -0.2382321
PC63 > 0.1470641
PC77 > -0.6857602
PC98 > -0.00813306
-> class 2\|1 [0.987]
Rule 26/190: (63.3, lift 9.6)
PC1 <= -0.430681
PC8 > 1.189587
PC84 <= -0.6523358
-> class 2\|1 [0.985]
Rule 26/191: (328.3/4.3, lift 9.6)
PC1 <= -0.430681
PC8 > 1.189587
PC20 <= 0.1147595
PC51 <= 0.5668929
PC53 <= 0.9778793
PC62 > -0.8184637
PC63 > 0.1470641
PC66 <= 0.6968356
PC73 > -1.100957
-> class 2\|1 [0.984]
Rule 26/192: (56.1, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC19 > -3.03778
PC32 > 1.075985
PC52 <= 0.1861159
PC92 <= 0.4115029
-> class 2\|1 [0.983]
Rule 26/193: (135.2/1.4, lift 9.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.1464841
PC8 <= 1.189587
PC12 > -1.591749
PC14 > -1.100824
PC16 <= 0.9098551
PC21 > -1.752408
PC29 <= 0.1583115
PC55 <= 0.1877458
PC56 > -0.218751
PC76 > -0.2802216
PC81 > -0.6774849
PC93 <= 0.562978
-> class 2\|1 [0.982]
Rule 26/194: (45.1, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC56 > -0.4646702
PC96 <= -0.9079188
PC98 <= 0.6837059
-> class 2\|1 [0.979]
Rule 26/195: (50.6/0.3, lift 9.5)
PC1 <= -0.430681
PC8 > 1.189587
PC11 <= -0.9482124
PC20 <= 0.1357512
PC63 <= 0.1470641
-> class 2\|1 [0.975]
Rule 26/196: (227.1/4.8, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.189587
PC8 <= 5.467843
PC11 > -0.9482124
PC15 > -1.415315
PC20 <= 0.1357512
PC60 <= -0.4210835
PC63 <= 0.1470641
-> class 2\|1 [0.975]
Rule 26/197: (60.1/0.9, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC8 > -0.6175917
PC8 <= 1.189587
PC20 <= -0.4223615
PC60 > 0.2727447
PC95 > -0.1269479
-> class 2\|1 [0.970]
Rule 26/198: (29, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC79 > 0.3692897
PC98 <= 0.6837059
-> class 2\|1 [0.968]
Rule 26/199: (62/1, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC11 > -0.9482124
PC27 > -0.5595469
PC52 > 0.2817972
-> class 2\|1 [0.968]
Rule 26/200: (25.5, lift 9.4)
PC1 > -0.430681
PC9 <= 0.2649656
PC10 > -0.7764253
PC12 > -1.663528
PC21 > 0.9193565
PC62 > 0.1553375
-> class 2\|1 [0.964]
Rule 26/201: (23.3, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC12 <= -1.591749
PC56 > -0.4646702
PC92 <= -0.5245895
PC98 <= 0.6837059
-> class 2\|1 [0.960]
Rule 26/202: (21.6, lift 9.4)
PC2 <= -1.025067
PC3 > -1.613911
PC8 > -0.6175917
PC8 <= 1.189587
PC12 > -1.591749
PC28 <= -0.1244157
-> class 2\|1 [0.958]
Rule 26/203: (41.6/1, lift 9.3)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.6175917
PC8 <= 1.189587
PC12 > -1.591749
PC95 <= -0.5169697
PC98 <= 0.6837059
-> class 2\|1 [0.954]
Rule 26/204: (49.2/1.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.3876871
PC8 > -0.6175917
PC8 <= 1.189587
PC60 > 0.2727447
-> class 2\|1 [0.948]
Rule 26/205: (163.3/8.4, lift 9.2)
PC2 <= 2.5099
PC3 <= 0.4447472
PC8 > 0.1464841
PC8 <= 1.189587
PC12 > -1.591749
PC12 <= 0.3013548
PC16 <= 0.9098551
PC29 <= 0.1583115
PC56 > -0.218751
PC70 <= 0.3541712
PC76 > -0.2802216
PC77 > -0.241301
PC93 <= 0.562978
-> class 2\|1 [0.943]
Rule 26/206: (14.6, lift 9.2)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.5099
PC3 <= 0.4447472
PC8 > -0.6175917
PC8 <= 1.189587
PC32 <= 1.075985
PC60 <= 0.2727447
-> class 2\|1 [0.940]
Rule 26/207: (30.4/1.1, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC3 <= -1.613911
PC8 > -0.6175917
PC8 <= 1.189587
-> class 2\|1 [0.937]
Rule 26/208: (24.9/0.9, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC38 > 0.5664885
PC40 > -0.9429052
PC60 > 0.2727447
PC81 > -0.331991
-> class 2\|1 [0.930]
Rule 26/209: (12, lift 9.1)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.1229528
PC8 > -0.1434936
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.9193565
PC85 > -0.4525542
-> class 2\|1 [0.928]
Rule 26/210: (11.1, lift 9.0)
PC1 > -0.430681
PC10 > -0.7764253
PC21 > 0.9193565
PC71 <= -0.7803868
-> class 2\|1 [0.924]
Rule 26/211: (10.7, lift 9.0)
PC1 > -0.430681
PC2 <= -8.79261
-> class 2\|1 [0.921]
Rule 26/212: (63.4/10.3, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC32 > 1.43179
PC43 > -1.385026
PC63 > 0.06868295
PC77 > -3.82683
-> class 2\|1 [0.828]
Rule 26/213: (48.7/8.6, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC32 <= 1.075985
PC60 > 0.2727447
PC67 > 0.2804244
PC81 > -0.331991
-> class 2\|1 [0.811]
Rule 26/214: (18.1/3.3, lift 7.7)
PC1 > -0.430681
PC1 <= 7.978601
PC3 <= 0.1229528
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.9193565
PC44 > 0.800207
-> class 2\|1 [0.786]
Rule 26/215: (9995.8/8218, lift 1.7)
PC1 <= 7.978601
PC3 <= 0.1229528
PC10 > -0.7764253
-> class 2\|1 [0.178]
Rule 26/216: (155.9, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC9 > -2.73377
PC19 > -2.848473
PC43 <= -1.385026
PC59 > -0.1148977
PC60 <= 1.825348
PC73 > -1.479263
-> class 2\|2 [0.994]
Rule 26/217: (307.6/6.2, lift 10.2)
PC3 > -1.296201
PC3 <= 0.2017353
PC8 > -3.178724
PC8 <= -0.6883861
PC10 > -0.05335607
PC12 <= 5.249372
PC19 > -2.848473
PC29 > -0.2412511
PC41 > -1.590835
PC43 > -1.385026
PC63 > 0.06868295
PC68 <= 2.949583
PC78 > -0.08330103
PC80 <= 1.958725
-> class 2\|2 [0.977]
Rule 26/218: (42.4, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC15 <= 2.25694
PC43 > -1.385026
PC63 <= 0.06868295
PC92 > 1.300372
-> class 2\|2 [0.977]
Rule 26/219: (65.9/0.8, lift 10.1)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.1229528
PC10 > -0.7764253
PC16 > -0.9735159
PC18 <= 0.1999117
PC44 <= 0.800207
PC47 <= -0.02200633
PC77 > -0.698553
PC85 <= -0.4525542
-> class 2\|2 [0.974]
Rule 26/220: (30.5, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC15 <= 2.25694
PC22 > 0.808637
PC29 <= 0.3427134
PC43 > -1.385026
PC63 <= 0.06868295
PC94 > -1.372551
-> class 2\|2 [0.967]
Rule 26/221: (84.8/1.9, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6175917
PC23 > -0.4235344
PC35 > -1.782501
PC43 <= -0.9344504
PC98 > 0.3310586
-> class 2\|2 [0.966]
Rule 26/222: (165.6/4.8, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.461384
PC8 > -3.178724
PC8 <= -0.6175917
PC15 > -1.014177
PC28 > -0.1383138
PC43 <= -1.385026
PC60 <= 1.825348
PC73 > -1.479263
PC87 <= 2.773465
-> class 2\|2 [0.965]
Rule 26/223: (25.5, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC19 > -2.848473
PC24 > -3.168845
PC36 <= -0.7236297
-> class 2\|2 [0.964]
Rule 26/224: (58.4/1.4, lift 10.0)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 2.288101
PC20 > 0.1147595
PC37 <= -0.2382321
PC63 > 0.1470641
PC66 <= 0.6968356
-> class 2\|2 [0.960]
Rule 26/225: (134.1/4.7, lift 10.0)
PC1 <= -0.430681
PC6 <= -0.1738299
PC8 > -2.02036
PC8 <= -0.6175917
PC18 > -0.2556406
PC19 > -2.848473
PC24 > -0.3531695
PC44 <= 0.2602066
PC49 <= 0.06548443
PC63 <= 0.06868295
PC80 > -0.7950753
PC83 > -0.9316171
-> class 2\|2 [0.958]
Rule 26/226: (29.3/0.4, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC20 > 0.1357512
PC40 <= -1.626179
PC63 <= 0.1470641
-> class 2\|2 [0.956]
Rule 26/227: (20.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC16 <= -0.08860379
PC83 > -0.4805476
PC98 > 0.6837059
-> class 2\|2 [0.955]
Rule 26/228: (25.3/0.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC24 > -3.168845
PC28 > -0.2665321
PC44 > 0.2602066
PC89 <= -0.6947736
-> class 2\|2 [0.955]
Rule 26/229: (22.8/0.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC10 > -0.05335607
PC63 > 0.06868295
PC78 <= -0.08330103
PC94 <= -0.2871013
-> class 2\|2 [0.948]
Rule 26/230: (16, lift 9.8)
PC2 <= 2.5099
PC6 <= -0.1738299
PC8 > -3.178724
PC15 <= 2.25694
PC43 > -1.385026
PC63 <= 0.06868295
PC79 > 0.5791404
-> class 2\|2 [0.944]
Rule 26/231: (13.1, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 2.288101
PC20 > 0.1147595
PC37 > -0.2382321
PC62 > -0.8184637
PC66 <= 0.6968356
PC77 <= -0.6857602
-> class 2\|2 [0.934]
Rule 26/232: (13.2, lift 9.7)
PC1 > -0.9956915
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC43 > -1.385026
PC63 <= 0.06868295
-> class 2\|2 [0.934]
Rule 26/233: (12.7, lift 9.7)
PC1 <= -0.430681
PC8 > 1.189587
PC62 <= -0.8184637
PC63 > 0.1470641
-> class 2\|2 [0.927]
Rule 26/234: (128.4/10.9, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6175917
PC9 <= -1.571988
PC10 > -0.05335607
PC63 > 0.06868295
PC94 > -0.2871013
-> class 2\|2 [0.909]
Rule 26/235: (8.3, lift 9.4)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 2.288101
PC20 > 0.1147595
PC33 <= -0.2940664
-> class 2\|2 [0.903]
Rule 26/236: (17.5/1.1, lift 9.3)
PC1 <= -0.430681
PC8 > 1.189587
PC51 > 0.5668929
PC62 > -0.8184637
PC63 > 0.1470641
-> class 2\|2 [0.894]
Rule 26/237: (8.2/0.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC32 > 1.075985
PC92 > 0.4115029
-> class 2\|2 [0.889]
Rule 26/238: (7/0.2, lift 9.1)
PC1 <= -0.430681
PC8 > 1.189587
PC15 > 1.758332
PC20 > 0.1357512
PC63 <= 0.1470641
-> class 2\|2 [0.871]
Rule 26/239: (5.4, lift 9.0)
PC1 <= -0.430681
PC8 > -3.178724
PC8 <= -0.6175917
PC19 <= -2.848473
PC60 <= -0.2318248
-> class 2\|2 [0.865]
Rule 26/240: (69.3/11.1, lift 8.6)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 2.288101
PC20 > 0.1147595
PC63 > 0.1470641
PC66 <= 0.6968356
PC98 <= -0.00813306
-> class 2\|2 [0.830]
Rule 26/241: (9.6/1, lift 8.6)
PC2 <= 2.5099
PC8 <= -3.178724
PC23 > -2.002534
PC23 <= -0.4235344
PC35 > -1.782501
PC46 <= 0.413817
PC98 > 0.3310586
-> class 2\|2 [0.825]
Rule 26/242: (68.8/12.5, lift 8.4)
PC1 <= -0.430681
PC6 <= -0.1738299
PC8 > -3.178724
PC8 <= -2.02036
PC15 <= 2.25694
PC19 > -2.848473
PC28 > -0.01834604
PC44 <= 0.2602066
PC63 <= 0.06868295
PC80 > -0.7950753
PC94 > -1.372551
-> class 2\|2 [0.809]
Rule 26/243: (54.2/10.3, lift 8.3)
PC8 > -3.178724
PC8 <= -0.6175917
PC29 <= 0.3427134
PC43 > -1.385026
PC63 <= 0.06868295
PC94 <= -1.372551
-> class 2\|2 [0.798]
Rule 26/244: (23.6/4.3, lift 8.3)
PC1 <= -0.430681
PC8 <= -3.178724
PC24 > -3.168845
PC46 > 0.413817
PC54 > 0.2533777
-> class 2\|2 [0.793]
Rule 26/245: (1281.2/612.9, lift 5.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC3 <= 0.4447472
PC8 > -0.6175917
PC8 <= 1.189587
PC98 <= 0.6837059
-> class 2\|2 [0.522]
Rule 26/246: (7746.6/6622.1, lift 1.5)
PC1 <= -0.430681
PC7 <= 0.1299887
-> class 2\|2 [0.145]
Rule 26/247: (134.4/0.2, lift 7.8)
PC1 <= -0.9956915
PC6 <= -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC19 > -2.848473
PC22 <= 0.808637
PC28 > -0.2665321
PC29 <= 0.3427134
PC30 <= 0.5125714
PC44 > 0.2602066
PC63 <= 0.06868295
PC89 > -0.6947736
PC92 <= 1.300372
PC94 > -1.372551
-> class 2\|3 [0.991]
Rule 26/248: (79, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.3876871
PC8 > -0.6175917
PC8 <= 1.189587
PC38 <= 0.5664885
PC60 > 0.2727447
PC67 <= 0.145339
PC81 > -0.331991
PC84 > -0.05779885
PC95 > -0.1269479
-> class 2\|3 [0.988]
Rule 26/249: (74.2, lift 7.7)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.1229528
PC8 <= -0.1434936
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.9193565
PC43 > -1.276819
PC67 > -0.404483
PC85 > -0.4525542
-> class 2\|3 [0.987]
Rule 26/250: (60.2, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC10 <= -0.05335607
PC28 > -0.2665321
PC36 > -0.7236297
PC43 > -1.385026
PC63 > 0.06868295
PC87 > -2.384255
-> class 2\|3 [0.984]
Rule 26/251: (88.7/1.1, lift 7.7)
PC2 <= 2.5099
PC8 <= -0.6175917
PC19 > -2.848473
PC24 > -3.168845
PC68 > 2.949583
PC80 <= 1.958725
-> class 2\|3 [0.977]
Rule 26/252: (33.8, lift 7.6)
PC1 <= -0.430681
PC3 > 0.2017353
PC8 <= -0.6175917
PC32 <= 1.43179
PC63 > 0.06868295
PC78 > -0.08330103
-> class 2\|3 [0.971]
Rule 26/253: (28.6, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.02036
PC8 <= -0.6175917
PC15 <= 2.25694
PC22 <= 0.808637
PC24 <= -0.3531695
PC43 > -1.385026
PC63 <= 0.06868295
-> class 2\|3 [0.967]
Rule 26/254: (110.7/3.4, lift 7.5)
PC1 <= -0.430681
PC8 > -3.178724
PC8 <= -0.6175917
PC19 <= -2.848473
PC60 > -0.2318248
PC95 <= 0.1109738
-> class 2\|3 [0.961]
Rule 26/255: (480.1/18.4, lift 7.5)
PC1 <= -0.430681
PC6 > -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC17 <= -0.3588226
PC29 <= 0.3427134
PC43 > -1.385026
PC45 <= 0.4507558
PC63 <= 0.06868295
-> class 2\|3 [0.960]
Rule 26/256: (21.9, lift 7.5)
PC1 <= -0.430681
PC8 <= -0.6175917
PC43 <= -1.385026
PC60 > 1.825348
PC73 > -1.479263
-> class 2\|3 [0.958]
Rule 26/257: (107.5/4.2, lift 7.5)
PC1 <= -0.430681
PC6 > -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC17 > -0.3588226
PC19 > -2.848473
PC21 <= 1.646455
PC28 > -0.1430286
PC29 <= 0.3427134
PC43 > -1.385026
PC51 <= 0.2536712
PC60 <= 1.572703
PC63 <= 0.06868295
PC88 <= 0.351163
-> class 2\|3 [0.953]
Rule 26/258: (79/3.1, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC9 > -1.571988
PC19 > -2.848473
PC43 > -1.385026
PC63 > 0.06868295
PC78 <= -0.08330103
PC92 <= 1.167466
PC94 > -0.2871013
-> class 2\|3 [0.949]
Rule 26/259: (15.8, lift 7.4)
PC1 > -0.430681
PC3 <= 0.1229528
PC21 <= 0.9193565
PC44 <= 0.800207
PC47 <= -0.02200633
PC77 <= -0.698553
-> class 2\|3 [0.944]
Rule 26/260: (280/17.7, lift 7.3)
PC1 <= -0.9956915
PC8 > -2.02036
PC8 <= -0.6175917
PC28 > -0.2665321
PC29 <= 0.3427134
PC30 <= 0.5125714
PC36 > -0.7236297
PC43 > -1.385026
PC49 > 0.06548443
PC63 <= 0.06868295
PC79 <= 0.5791404
PC94 > -1.372551
-> class 2\|3 [0.934]
Rule 26/261: (7.2, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.613911
PC8 <= 1.189587
PC32 <= 1.075985
PC53 <= -1.155431
PC60 <= 0.2727447
-> class 2\|3 [0.892]
Rule 26/262: (8.1/0.6, lift 6.6)
PC2 <= 2.5099
PC9 <= -2.73377
PC19 > -2.848473
PC43 <= -1.385026
-> class 2\|3 [0.838]
Rule 26/263: (10.7/1.1, lift 6.5)
PC1 <= -0.430681
PC6 > 1.27834
PC8 > -0.6175917
PC8 <= 1.189587
PC60 > 0.2727447
PC95 <= -0.1269479
-> class 2\|3 [0.832]
Rule 26/264: (30.5/4.8, lift 6.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6175917
PC8 <= 1.189587
PC39 <= -0.487377
PC83 <= -0.4805476
PC98 > 0.6837059
-> class 2\|3 [0.820]
Rule 26/265: (39/10.1, lift 5.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.969858
PC8 > -0.6175917
-> class 2\|3 [0.730]
Rule 26/266: (3505.1/1623, lift 4.2)
PC2 <= 2.5099
PC8 <= -1.621782
-> class 2\|3 [0.537]
Rule 26/267: (77.6, lift 22.6)
PC2 <= 2.5099
PC8 <= -3.178724
PC46 <= 0.413817
PC48 <= 0.4045093
PC85 > 0.8064775
PC98 <= 0.3310586
-> class 2\|4 [0.986]
Rule 26/268: (52.9, lift 22.5)
PC1 <= -0.430681
PC8 > -3.178724
PC8 <= -0.6175917
PC19 <= -2.848473
PC47 <= -0.1673725
PC95 > 0.1109738
-> class 2\|4 [0.982]
Rule 26/269: (80.1/1.1, lift 22.3)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7764253
PC21 > 0.02643494
PC25 > -0.07683505
PC65 > -2.581725
PC85 > 0.4219957
-> class 2\|4 [0.975]
Rule 26/270: (41.2, lift 22.3)
PC8 <= -3.178724
PC23 <= -2.002534
PC24 > -3.168845
PC35 > -1.782501
PC43 <= 0.835223
PC92 > -2.982111
-> class 2\|4 [0.975]
Rule 26/271: (250.7/7.7, lift 22.1)
PC8 <= -3.178724
PC34 <= 0.543219
PC35 > -1.782501
PC43 > 0.835223
PC46 <= 0.413817
PC54 <= 1.07421
PC76 <= 0.5006346
-> class 2\|4 [0.966]
Rule 26/272: (25, lift 22.0)
PC1 <= -0.430681
PC6 > -0.1738299
PC8 <= -0.6175917
PC17 > -0.3588226
PC51 > 0.2536712
PC63 <= 0.06868295
PC94 > -1.372551
-> class 2\|4 [0.962]
Rule 26/273: (101.8/3.2, lift 22.0)
PC1 <= -0.430681
PC8 <= -3.178724
PC35 > -1.782501
PC48 > 0.4045093
PC70 > -0.2246349
PC88 <= 0.1156002
-> class 2\|4 [0.959]
Rule 26/274: (133.1/4.6, lift 22.0)
PC8 <= -3.178724
PC9 > 4.050429
PC23 > -2.002534
PC35 > -1.782501
PC46 <= 0.413817
PC47 > -0.3876477
-> class 2\|4 [0.959]
Rule 26/275: (22, lift 22.0)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.1229528
PC16 > -0.9735159
PC21 <= 0.9193565
PC67 <= -0.404483
-> class 2\|4 [0.958]
Rule 26/276: (158.5/7.7, lift 21.7)
PC2 <= 2.5099
PC8 <= -3.178724
PC19 <= 1.202835
PC43 <= 0.835223
PC46 <= 0.413817
PC47 <= -0.3876477
PC49 <= 0.1540799
PC80 > -0.7578422
PC98 <= 0.3310586
-> class 2\|4 [0.946]
Rule 26/277: (11.9, lift 21.3)
PC1 <= -0.430681
PC6 > 1.461384
PC8 <= -0.6175917
PC43 <= -1.385026
-> class 2\|4 [0.928]
Rule 26/278: (8.6, lift 20.7)
PC1 <= -0.430681
PC6 > -0.1738299
PC8 > -3.178724
PC8 <= -0.6175917
PC17 > -0.3588226
PC28 <= -0.1430286
-> class 2\|4 [0.906]
Rule 26/279: (8.5, lift 20.7)
PC36 <= -11.39638
-> class 2\|4 [0.905]
Rule 26/280: (25.2/2.9, lift 19.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.1738299
PC8 <= -0.6175917
PC45 > 0.4507558
PC63 <= 0.06868295
-> class 2\|4 [0.856]
Rule 26/281: (4.8, lift 19.5)
PC2 <= 2.5099
PC10 <= -0.7764253
PC25 > -0.07683505
PC85 <= 0.4219957
PC99 > 1.747879
-> class 2\|4 [0.853]
Rule 26/282: (28.9/3.9, lift 19.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.1738299
PC8 > -3.178724
PC17 > -0.3588226
PC60 > 1.572703
PC63 <= 0.06868295
-> class 2\|4 [0.841]
Rule 26/283: (24.2/5.1, lift 17.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.178724
PC8 <= -0.6175917
PC29 > 0.3427134
PC30 <= 0.5125714
PC36 > -0.7236297
PC63 <= 0.06868295
-> class 2\|4 [0.768]
Rule 26/284: (11.5/5.2, lift 12.4)
PC8 <= -3.178724
PC24 > -3.168845
PC46 <= 0.413817
PC92 <= -2.982111
-> class 2\|4 [0.539]
Default class: 1\|1
----- Trial 27: -----
Rules:
Rule 27/1: (136.9/0.9, lift 15.4)
PC2 <= 6.59287
PC13 <= 7.236558
PC18 > 2.365061
PC19 <= 0.007587331
PC57 > 1.162431
PC91 <= 2.682686
-> class 0\|0 [0.986]
Rule 27/2: (177.9/8.3, lift 14.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.8367534
PC14 > 0.5649558
PC18 <= 2.365061
PC19 <= 0.1027926
PC21 > -0.4462331
PC29 > -0.4235662
PC30 > -0.7421157
PC87 <= 0.1316473
-> class 0\|0 [0.948]
Rule 27/3: (483.5/25.3, lift 14.8)
PC2 <= 6.59287
PC4 <= 7.954464
PC13 <= 7.236558
PC18 > 2.761912
PC19 <= 0.007587331
PC28 <= 2.564032
PC35 <= 0.3892615
PC49 <= 0.4585105
PC52 > -1.627798
PC74 <= 2.399232
PC91 <= 2.682686
PC97 <= 0.169481
-> class 0\|0 [0.946]
Rule 27/4: (24.6/1.1, lift 14.4)
PC7 <= -0.7458541
PC19 <= 0.3461967
PC30 > 4.817863
-> class 0\|0 [0.922]
Rule 27/5: (7.5, lift 14.0)
PC13 > 7.236558
PC18 > 3.718587
PC31 > 0.1783828
-> class 0\|0 [0.895]
Rule 27/6: (7.8/0.3, lift 13.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 > -2.430627
PC18 <= -0.1703712
PC44 > 2.195642
-> class 0\|0 [0.870]
Rule 27/7: (5.7, lift 13.6)
PC13 > 7.236558
PC18 > 3.718587
PC20 > -3.980935
PC28 <= 2.931851
PC59 > 2.532087
-> class 0\|0 [0.870]
Rule 27/8: (66.5/8.2, lift 13.5)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC13 <= 0.8367534
PC18 > -0.1703712
PC18 <= 2.365061
PC21 > -0.4462331
PC29 > -0.4235662
PC59 <= -0.5019927
-> class 0\|0 [0.865]
Rule 27/9: (104.2/20.9, lift 12.4)
PC2 > 2.5099
PC6 > 0.2108589
PC10 <= -0.9345169
PC18 > -1.136285
-> class 0\|0 [0.794]
Rule 27/10: (1547.1/613.9, lift 9.4)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC84 <= 1.938207
-> class 0\|0 [0.603]
Rule 27/11: (92.9, lift 12.2)
PC4 <= -7.157087
PC18 > 2.365061
PC57 <= 1.162431
PC86 > -1.272787
PC97 > 0.169481
-> class 0\|1 [0.989]
Rule 27/12: (80, lift 12.2)
PC2 <= 6.59287
PC13 <= 7.236558
PC18 > 2.365061
PC21 <= -0.02218264
PC27 > -1.167597
PC30 > 0.2418079
PC49 > 0.4585105
PC77 > -0.3036075
PC86 > -1.272787
-> class 0\|1 [0.988]
Rule 27/13: (85.4, lift 12.2)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC42 > 1.801262
PC86 > -1.272787
-> class 0\|1 [0.988]
Rule 27/14: (84, lift 12.2)
PC13 > 7.236558
PC18 > 3.718587
PC20 > -3.980935
PC28 <= 2.931851
PC31 <= 0.1783828
PC59 <= 2.532087
-> class 0\|1 [0.988]
Rule 27/15: (62.9, lift 12.1)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC18 > -0.1703712
PC18 <= 2.365061
PC21 <= -0.4462331
-> class 0\|1 [0.985]
Rule 27/16: (54.6, lift 12.1)
PC7 > -0.7458541
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC44 > 0.7174938
PC76 > -0.02862407
-> class 0\|1 [0.982]
Rule 27/17: (40, lift 12.0)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC52 <= -6.357232
-> class 0\|1 [0.976]
Rule 27/18: (211.4/5.2, lift 12.0)
PC2 > 6.59287
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC44 > -0.6656802
PC55 > -0.1295049
PC75 <= 0.1133059
PC86 > -1.272787
PC88 > -4.003706
-> class 0\|1 [0.971]
Rule 27/19: (134.2/3, lift 12.0)
PC4 <= 7.954464
PC18 > 2.761912
PC43 > 0.2660365
PC57 <= 1.162431
PC86 > -1.272787
PC97 > 0.169481
-> class 0\|1 [0.970]
Rule 27/20: (45.2/0.5, lift 11.9)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC91 > 2.682686
-> class 0\|1 [0.968]
Rule 27/21: (110/2.7, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 > -2.430627
PC18 <= -0.1703712
PC20 > -2.973031
PC28 <= 1.022186
PC30 <= 4.817863
PC43 <= 0.2651465
PC44 <= 2.195642
PC53 > -6.779774
-> class 0\|1 [0.967]
Rule 27/22: (28.1, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC44 <= 0.7174938
PC77 > 0.2223647
-> class 0\|1 [0.967]
Rule 27/23: (35.2/0.4, lift 11.9)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC74 > 2.399232
-> class 0\|1 [0.963]
Rule 27/24: (49.6/1, lift 11.9)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC52 <= -1.627798
PC57 <= 1.162431
-> class 0\|1 [0.962]
Rule 27/25: (48.9/1.1, lift 11.8)
PC7 > -0.7458541
PC15 > -0.2495917
PC18 <= -0.1703712
PC57 > 0.218777
PC78 > 2.43545
-> class 0\|1 [0.959]
Rule 27/26: (22.7, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= -0.7628639
PC18 > -0.1703712
PC19 > 0.1027926
-> class 0\|1 [0.959]
Rule 27/27: (21.3, lift 11.8)
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC95 > 0.6273936
-> class 0\|1 [0.957]
Rule 27/28: (17.9, lift 11.7)
PC12 > -2.032964
PC18 > 2.365061
PC27 <= -2.540749
PC57 <= 1.162431
PC86 > -1.272787
-> class 0\|1 [0.950]
Rule 27/29: (164.5/7.8, lift 11.7)
PC2 > 2.5099
PC10 <= -0.7628639
PC18 > -0.1703712
PC18 <= 2.365061
PC21 > -0.4462331
PC29 <= -0.4235662
-> class 0\|1 [0.947]
Rule 27/30: (12.9, lift 11.5)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC19 > 0.007587331
PC86 > -1.272787
-> class 0\|1 [0.933]
Rule 27/31: (33.5/1.7, lift 11.4)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC14 > 0.5649558
PC18 > -0.1703712
PC29 > -0.4235662
PC30 <= -0.7421157
-> class 0\|1 [0.923]
Rule 27/32: (51.8/5.1, lift 10.9)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC35 > 0.3892615
PC86 <= -0.478604
-> class 0\|1 [0.886]
Rule 27/33: (68.5/7.8, lift 10.8)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC31 > 0.2252463
PC57 <= 1.162431
-> class 0\|1 [0.875]
Rule 27/34: (5.9, lift 10.8)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -2.430627
PC30 > 3.097199
PC30 <= 4.817863
-> class 0\|1 [0.873]
Rule 27/35: (317/42.1, lift 10.7)
PC2 > 2.5099
PC10 <= -0.7628639
PC18 > -0.1703712
PC18 <= 2.365061
PC87 > 0.1316473
-> class 0\|1 [0.865]
Rule 27/36: (62/7.7, lift 10.6)
PC12 > -2.032964
PC13 <= 7.236558
PC18 > 2.365061
PC18 <= 2.761912
PC31 <= 0.2252463
PC32 <= 0.2233723
PC49 <= 0.4585105
PC57 <= 1.162431
-> class 0\|1 [0.863]
Rule 27/37: (50.1/6.7, lift 10.5)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC10 <= -0.7628639
PC14 <= 0.5649558
PC18 > -0.1703712
PC18 <= 2.365061
-> class 0\|1 [0.852]
Rule 27/38: (100.3/15, lift 10.4)
PC4 > 7.954464
PC12 > -2.032964
PC18 > 2.365061
PC57 <= 1.162431
PC86 > -1.272787
-> class 0\|1 [0.844]
Rule 27/39: (24.3/3.8, lift 10.1)
PC2 > 2.5099
PC9 > 0.297108
PC18 > -1.136285
PC18 <= -0.1703712
PC87 > 0.1907422
-> class 0\|1 [0.819]
Rule 27/40: (184.7/50.6, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC18 > -0.1703712
PC18 <= 3.718587
PC35 <= -0.3969824
-> class 0\|1 [0.723]
Rule 27/41: (603/181.7, lift 8.6)
PC2 > 2.5099
PC3 <= -1.889242
PC12 > -2.032964
PC12 <= 1.927776
PC18 > -0.1703712
PC18 <= 2.365061
PC39 > -1.54784
PC40 > -2.091298
PC84 <= 1.938207
-> class 0\|1 [0.698]
Rule 27/42: (109, lift 10.3)
PC1 <= -0.4139525
PC2 > 2.874486
PC7 > -0.7458541
PC9 <= 0.5243747
PC18 > -1.91947
PC18 <= -1.136285
PC32 > -1.397449
PC39 > -0.7481161
PC40 > -1.58891
PC52 > -1.922131
PC78 <= 2.43545
PC92 > -1.103412
PC94 > 0.4037371
-> class 0\|2 [0.991]
Rule 27/43: (106.2, lift 10.3)
PC2 > 2.5099
PC12 <= -2.032964
PC18 > -0.1703712
PC42 > -2.196222
-> class 0\|2 [0.991]
Rule 27/44: (92.6, lift 10.3)
PC3 <= 1.640775
PC7 > -0.7458541
PC15 > 0.7124785
PC18 <= -1.136285
PC34 > -0.3604122
PC59 <= 0.8846105
PC91 > -0.737647
-> class 0\|2 [0.989]
Rule 27/45: (84.8, lift 10.3)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -2.430627
PC19 <= 0.3461967
PC30 <= 3.097199
PC31 <= 0.3367273
PC33 > -1.425962
-> class 0\|2 [0.988]
Rule 27/46: (78.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.07482972
PC18 > -1.91947
PC18 <= -1.136285
PC40 > -1.58891
PC52 > -1.922131
PC92 > -1.103412
-> class 0\|2 [0.988]
Rule 27/47: (83.9, lift 10.2)
PC7 > -0.7458541
PC16 <= 1.840834
PC18 <= -1.136285
PC25 > -0.3697706
PC33 > 3.754773
PC71 > -0.928605
PC78 <= 2.43545
-> class 0\|2 [0.988]
Rule 27/48: (71.9, lift 10.2)
PC13 > 7.236558
PC15 > 0.920364
PC18 > -0.1703712
PC18 <= 3.718587
PC35 > -0.3969824
-> class 0\|2 [0.986]
Rule 27/49: (65.5, lift 10.2)
PC3 <= 1.640775
PC5 > 1.875734
PC15 > 0.7124785
PC18 <= -1.136285
PC43 <= 1.773609
PC55 > -1.370677
-> class 0\|2 [0.985]
Rule 27/50: (63.9, lift 10.2)
PC2 > 2.5099
PC18 > -0.1703712
PC18 <= 2.365061
PC40 <= -2.091298
PC41 <= 0.3306161
PC98 > -1.163594
-> class 0\|2 [0.985]
Rule 27/51: (81.1/0.3, lift 10.2)
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -1.136285
PC32 <= -1.397449
PC43 <= 1.773609
PC48 <= 0.3789212
PC72 <= -0.07845613
-> class 0\|2 [0.984]
Rule 27/52: (54, lift 10.2)
PC4 <= -6.964373
PC18 <= -1.136285
PC66 > -1.162353
PC87 > 0.1267545
-> class 0\|2 [0.982]
Rule 27/53: (47.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.1703712
PC19 <= 0.3461967
PC43 > 0.2651465
-> class 0\|2 [0.980]
Rule 27/54: (45.4, lift 10.2)
PC4 > 7.896845
PC15 <= 0.7124785
PC18 > -1.91947
PC18 <= -0.1703712
PC78 <= 2.43545
PC92 > -1.103412
-> class 0\|2 [0.979]
Rule 27/55: (46.1, lift 10.2)
PC1 <= -0.4139525
PC18 > -1.91947
PC18 <= -1.136285
PC35 > 0.1219892
PC35 <= 0.4803709
PC39 > -0.7481161
PC40 > -1.58891
PC52 > -1.922131
PC92 > -1.103412
PC94 <= 0.4037371
PC96 > -0.756959
-> class 0\|2 [0.979]
Rule 27/56: (94.9/1.5, lift 10.1)
PC7 <= -0.4666672
PC18 <= -1.91947
PC24 > -0.04805686
PC33 <= 3.754773
PC43 <= 1.773609
PC77 > -0.4501603
PC78 <= 2.43545
PC98 > -1.040769
-> class 0\|2 [0.974]
Rule 27/57: (46.5/0.2, lift 10.1)
PC4 <= -6.964373
PC18 <= -1.136285
PC35 > 0.501202
-> class 0\|2 [0.974]
Rule 27/58: (77.9/1.1, lift 10.1)
PC3 <= 1.640775
PC9 <= 0.5243747
PC18 > -1.91947
PC18 <= -1.136285
PC32 > -1.397449
PC35 <= 0.4803709
PC39 > -0.7481161
PC40 > -1.58891
PC52 > -1.922131
PC62 > -0.09971878
PC92 > -1.103412
-> class 0\|2 [0.973]
Rule 27/59: (38.6/0.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC9 > 0.6749936
PC18 <= -1.136285
-> class 0\|2 [0.972]
Rule 27/60: (33.9, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9345169
PC17 > -0.1422031
PC18 <= -0.1703712
PC37 <= 1.081589
PC78 <= 2.43545
-> class 0\|2 [0.972]
Rule 27/61: (37/0.2, lift 10.0)
PC3 <= 1.640775
PC18 > -1.91947
PC18 <= -1.136285
PC32 > -1.397449
PC35 <= 0.4803709
PC39 > -0.7481161
PC40 > -1.58891
PC52 > -1.922131
PC96 <= -0.756959
-> class 0\|2 [0.968]
Rule 27/62: (27.4, lift 10.0)
PC2 > 2.5099
PC18 > -1.91947
PC18 <= -1.136285
PC39 > -0.7481161
PC62 <= -0.09971878
PC92 > -1.103412
PC94 <= 0.4037371
PC95 <= -0.2095289
-> class 0\|2 [0.966]
Rule 27/63: (64.8/1.4, lift 10.0)
PC7 > -0.7458541
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC31 <= 0.2845364
PC76 <= -0.02862407
PC78 <= 2.43545
-> class 0\|2 [0.964]
Rule 27/64: (59.5/1.3, lift 10.0)
PC4 <= -6.964373
PC7 > -0.7458541
PC18 <= -0.1703712
PC34 > -1.94964
PC84 > 0.2514168
-> class 0\|2 [0.962]
Rule 27/65: (26.2, lift 10.0)
PC7 > -0.7458541
PC18 <= -1.136285
PC25 <= -2.254268
PC66 > -1.162353
PC67 > -0.6125493
PC94 > -0.487979
-> class 0\|2 [0.961]
Rule 27/66: (28.4/0.2, lift 10.0)
PC7 > -0.7458541
PC18 <= -1.136285
PC32 > -1.397449
PC64 <= 4.875659
PC66 > -1.162353
PC66 <= -1.000756
PC78 <= 2.43545
PC94 > -0.487979
-> class 0\|2 [0.960]
Rule 27/67: (39.1/0.7, lift 10.0)
PC4 > 8.238229
PC10 > -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
-> class 0\|2 [0.960]
Rule 27/68: (22.6, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC18 > -1.136285
PC18 <= -0.1703712
PC29 > 1.807862
PC37 <= 1.081589
PC78 <= 2.43545
-> class 0\|2 [0.959]
Rule 27/69: (73.8/2.2, lift 9.9)
PC2 > 2.5099
PC3 <= -1.889242
PC12 <= 1.927776
PC18 > -0.1703712
PC18 <= 2.365061
PC39 > -1.54784
PC90 <= -1.207988
-> class 0\|2 [0.958]
Rule 27/70: (29.9/0.5, lift 9.9)
PC2 > 2.5099
PC3 <= -1.889242
PC12 <= 1.927776
PC18 > -0.1703712
PC18 <= 1.108336
PC39 > -1.54784
PC59 <= -1.35427
PC84 <= 1.938207
-> class 0\|2 [0.952]
Rule 27/71: (17.9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 > -1.91947
PC18 <= -1.136285
PC37 <= -0.8678297
PC43 <= 1.773609
PC52 > -1.922131
PC92 > -1.103412
PC100 > -0.1612637
-> class 0\|2 [0.950]
Rule 27/72: (60.5/2.1, lift 9.9)
PC2 > 2.5099
PC7 > -0.7458541
PC10 > -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC37 > 1.081589
-> class 0\|2 [0.950]
Rule 27/73: (19.6/0.1, lift 9.8)
PC14 <= 0.276467
PC18 <= -0.1703712
PC25 > 0.7619632
PC38 > 0.07101676
PC64 <= 4.875659
PC66 > -1.162353
PC78 <= 2.43545
PC94 > -0.487979
-> class 0\|2 [0.948]
Rule 27/74: (16.7, lift 9.8)
PC1 <= -0.4139525
PC2 > 2.5099
PC5 <= -0.4823957
PC7 > -0.7458541
PC18 > -1.91947
PC18 <= -0.1703712
PC35 <= 0.4803709
-> class 0\|2 [0.947]
Rule 27/75: (103.1/4.6, lift 9.8)
PC3 <= 1.640775
PC6 <= 0.2108589
PC7 > -0.7458541
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC31 <= 0.2845364
PC37 <= 1.807821
PC44 <= 0.7174938
PC78 <= 2.43545
PC87 <= 0.1907422
PC95 <= 0.6273936
-> class 0\|2 [0.947]
Rule 27/76: (16.3, lift 9.8)
PC3 <= -1.889242
PC12 > -2.032964
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 2.365061
PC39 <= -1.54784
PC84 <= 1.938207
-> class 0\|2 [0.945]
Rule 27/77: (15.9, lift 9.8)
PC2 > 2.5099
PC7 > -0.7458541
PC18 > -1.136285
PC18 <= -1.111185
PC37 <= 1.081589
-> class 0\|2 [0.944]
Rule 27/78: (31.8/0.9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.1703712
PC37 > 2.849658
PC78 <= 2.43545
-> class 0\|2 [0.943]
Rule 27/79: (82.6/4.1, lift 9.7)
PC2 > 2.5099
PC3 <= -1.889242
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.108336
PC19 > -0.2329682
PC40 <= -0.5588934
PC47 > -0.609759
-> class 0\|2 [0.940]
Rule 27/80: (64.1/3, lift 9.7)
PC15 > -0.2495917
PC18 <= -1.090713
PC57 <= 0.218777
PC78 > 2.43545
PC100 > -0.04304946
-> class 0\|2 [0.939]
Rule 27/81: (14.8, lift 9.7)
PC1 > -0.4764788
PC3 <= 1.640775
PC18 <= -1.91947
PC38 > 0.07101676
PC64 <= -0.4586444
PC67 > -0.6125493
-> class 0\|2 [0.937]
Rule 27/82: (14.6, lift 9.7)
PC18 > -1.91947
PC18 <= -1.136285
PC40 <= -1.58891
PC43 <= 1.773609
PC52 > -1.922131
PC92 > -1.103412
PC100 <= -0.1612637
-> class 0\|2 [0.936]
Rule 27/83: (44.2/2, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.1703712
PC26 > 1.475225
PC32 > -1.397449
PC33 <= 3.754773
PC43 <= 1.773609
-> class 0\|2 [0.936]
Rule 27/84: (21/0.5, lift 9.7)
PC18 <= -1.136285
PC37 <= 2.849658
PC64 > 4.875659
PC78 <= 2.43545
-> class 0\|2 [0.935]
Rule 27/85: (79.2/4.4, lift 9.7)
PC13 > 7.236558
PC18 > -0.1703712
PC20 > -4.314174
PC22 > -2.687148
PC54 <= 1.014989
PC65 <= -0.2877114
-> class 0\|2 [0.934]
Rule 27/86: (12.1, lift 9.6)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.1703712
PC19 <= 0.3461967
PC28 > 1.022186
-> class 0\|2 [0.929]
Rule 27/87: (22.9/1, lift 9.6)
PC3 <= 1.640775
PC12 > -2.032964
PC13 <= 7.236558
PC18 <= 2.365061
PC39 > -1.54784
PC47 > -0.609759
PC69 <= -3.165598
PC90 > -1.207988
-> class 0\|2 [0.921]
Rule 27/88: (10.4, lift 9.5)
PC13 > 7.236558
PC18 > -0.1703712
PC28 > 2.931851
-> class 0\|2 [0.919]
Rule 27/89: (8.3, lift 9.4)
PC13 > 7.236558
PC18 > 3.718587
PC20 <= -3.980935
-> class 0\|2 [0.903]
Rule 27/90: (40.3/3.2, lift 9.4)
PC2 > 2.5099
PC3 <= -1.889242
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.108336
PC84 <= 1.938207
PC90 > -1.207988
PC98 > 0.7176622
-> class 0\|2 [0.902]
Rule 27/91: (7.9, lift 9.3)
PC2 > 2.5099
PC3 > -1.889242
PC3 <= 1.640775
PC10 > -0.7628639
PC18 > -0.1703712
PC18 <= 2.365061
-> class 0\|2 [0.899]
Rule 27/92: (59.4/7.4, lift 9.0)
PC14 <= 0.276467
PC18 <= -1.91947
PC33 > 2.897988
PC37 <= 2.849658
PC43 <= 1.773609
PC64 <= 4.875659
PC66 > -1.162353
PC94 > -0.487979
-> class 0\|2 [0.864]
Rule 27/93: (69.1/9, lift 8.9)
PC18 <= -1.136285
PC32 > -1.397449
PC34 <= -1.94964
PC43 <= 1.773609
PC72 <= -0.008416203
PC73 > -0.2760233
PC94 > -0.487979
-> class 0\|2 [0.860]
Rule 27/94: (15.9/1.8, lift 8.7)
PC2 > 2.5099
PC3 <= -1.889242
PC13 <= 7.236558
PC18 <= 2.365061
PC19 <= -0.2329682
PC40 > -2.091298
-> class 0\|2 [0.841]
Rule 27/95: (88.1/13.8, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC10 > -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC22 > 0.2994803
-> class 0\|2 [0.836]
Rule 27/96: (5.2/0.4, lift 8.4)
PC2 > 2.5099
PC18 <= -0.1703712
PC38 > 0.07101676
PC38 <= 0.07261771
-> class 0\|2 [0.813]
Rule 27/97: (4.5/0.2, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > 1.913571
PC38 > 0.07101676
-> class 0\|2 [0.811]
Rule 27/98: (49.9/10.2, lift 8.1)
PC2 > 2.5099
PC3 <= -1.889242
PC12 <= 1.927776
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 2.365061
PC47 <= -0.609759
PC84 <= 1.938207
-> class 0\|2 [0.784]
Rule 27/99: (46.8/10.8, lift 7.9)
PC2 > 2.5099
PC7 > -0.7458541
PC9 <= 0.6749936
PC18 <= -1.136285
PC67 <= -0.6125493
PC78 <= 2.43545
-> class 0\|2 [0.759]
Rule 27/100: (20.4/5.3, lift 7.5)
PC2 > 2.5099
PC18 > -1.136285
PC73 > 3.633124
-> class 0\|2 [0.719]
Rule 27/101: (39.6/11.4, lift 7.3)
PC2 > 2.5099
PC18 > -0.1703712
PC84 > 1.938207
-> class 0\|2 [0.703]
Rule 27/102: (163, lift 9.5)
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.91947
PC26 <= 1.475225
PC32 > -1.397449
PC33 <= 3.754773
PC94 <= -0.487979
-> class 0\|3 [0.994]
Rule 27/103: (313.8/1.6, lift 9.5)
PC4 > -6.964373
PC7 > -0.4666672
PC15 <= 0.7124785
PC17 <= 0.2433885
PC18 <= -1.91947
PC30 <= 1.146639
PC32 > -1.397449
PC38 <= 0.07101676
PC66 > -1.000756
PC67 > -0.6125493
PC79 > -1.625051
-> class 0\|3 [0.992]
Rule 27/104: (40.6, lift 9.3)
PC13 > 7.236558
PC15 <= 0.920364
PC20 <= -4.314174
-> class 0\|3 [0.977]
Rule 27/105: (31.8, lift 9.3)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -2.430627
PC33 <= -1.425962
-> class 0\|3 [0.970]
Rule 27/106: (25.5, lift 9.2)
PC2 > 2.5099
PC12 <= -2.032964
PC42 <= -2.196222
-> class 0\|3 [0.964]
Rule 27/107: (25, lift 9.2)
PC18 <= -0.1703712
PC53 <= -6.779774
-> class 0\|3 [0.963]
Rule 27/108: (12.7, lift 8.9)
PC7 > -0.7458541
PC10 <= -0.9345169
PC18 > -1.136285
PC18 <= -0.1703712
PC31 > 0.2845364
-> class 0\|3 [0.932]
Rule 27/109: (22.6/2.8, lift 8.1)
PC2 > 2.5099
PC16 > 1.840834
PC33 > 3.754773
-> class 0\|3 [0.847]
Rule 27/110: (8014/5939.9, lift 2.5)
PC2 > 2.5099
-> class 0\|3 [0.259]
Rule 27/111: (34.8, lift 26.1)
PC2 > 2.5099
PC3 > 1.640775
PC46 > 0.9321272
PC71 > 0.972841
-> class 1\|0 [0.973]
Rule 27/112: (205.3/6.1, lift 25.9)
PC1 > -0.430681
PC12 > 2.3317
PC16 <= 2.509746
PC19 > 2.417467
PC41 <= 1.23103
PC70 > -0.458995
PC91 > -0.4093689
-> class 1\|0 [0.966]
Rule 27/113: (15.1, lift 25.2)
PC1 > -0.1217223
PC1 <= 1.163324
PC2 <= 2.5099
PC3 > 0.775887
PC16 <= 0.3594292
PC57 > 0.1156747
PC94 > -0.9760069
-> class 1\|0 [0.942]
Rule 27/114: (113.3/7, lift 24.9)
PC2 > 2.5099
PC7 > -8.338532
PC16 <= -5.274351
PC33 > -0.5413352
PC78 <= 0.267622
-> class 1\|0 [0.930]
Rule 27/115: (22.6/1.8, lift 23.7)
PC3 > 1.640775
PC16 <= 0.4291682
PC37 > 0.280546
PC54 <= -0.2720395
PC71 > 0.972841
-> class 1\|0 [0.885]
Rule 27/116: (5, lift 22.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC43 <= -1.018115
PC71 > 0.972841
-> class 1\|0 [0.856]
Rule 27/117: (4.8, lift 22.9)
PC3 > 1.640775
PC16 <= 0.4291682
PC47 > 0.1406486
PC51 > -0.1606648
PC70 > 1.537228
-> class 1\|0 [0.853]
Rule 27/118: (6.2/0.3, lift 22.7)
PC2 > 2.5099
PC3 > 1.640775
PC51 > -0.1606648
PC71 <= 0.972841
PC77 > 0.5952014
-> class 1\|0 [0.846]
Rule 27/119: (14.9/1.9, lift 22.2)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC57 > 1.028121
PC91 <= 0.2982692
-> class 1\|0 [0.828]
Rule 27/120: (8.1/0.8, lift 22.1)
PC3 > 1.640775
PC47 > 0.1406486
PC71 > 0.972841
PC83 <= -0.4155691
-> class 1\|0 [0.826]
Rule 27/121: (52.1/12.3, lift 20.2)
PC2 > 2.5099
PC3 > 1.640775
PC47 <= 0.1406486
PC51 > -0.1606648
PC71 > 0.972841
-> class 1\|0 [0.755]
Rule 27/122: (159.6/42.5, lift 19.6)
PC2 <= 2.5099
PC10 > -0.7928229
PC16 <= -0.71062
PC34 <= -1.239713
-> class 1\|0 [0.731]
Rule 27/123: (83.8/29.8, lift 17.2)
PC3 > 1.640775
PC16 <= 0.4291682
PC17 > -0.1012408
PC37 > 0.280546
-> class 1\|0 [0.641]
Rule 27/124: (771.3/427.6, lift 11.9)
PC1 > -0.1217223
PC3 <= 0.775887
PC10 > -0.7928229
PC19 > -1.152695
-> class 1\|0 [0.446]
Rule 27/125: (145.2/0.9, lift 13.9)
PC1 > 1.163324
PC10 > -0.7928229
PC16 <= 0.3594292
PC21 > -0.8702136
PC98 > 0.4019556
-> class 1\|1 [0.987]
Rule 27/126: (57.3, lift 13.8)
PC1 > 15.23147
PC6 <= -1.13717
PC10 > -0.7928229
PC19 <= -1.152695
-> class 1\|1 [0.983]
Rule 27/127: (55.9, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC6 <= -1.736889
PC15 > -1.050178
PC19 > 0.2935774
-> class 1\|1 [0.981]
Rule 27/128: (38.4, lift 13.7)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC57 > 1.028121
PC91 > 0.2982692
-> class 1\|1 [0.975]
Rule 27/129: (29, lift 13.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.775887
PC6 <= 3.749432
PC9 > -0.1601986
PC12 <= 2.3317
PC23 <= 2.17248
PC68 > 1.034019
-> class 1\|1 [0.968]
Rule 27/130: (27.4, lift 13.6)
PC1 > 9.845796
PC3 <= 0.775887
PC9 <= -0.1601986
PC10 > -0.7928229
PC19 > -1.152695
-> class 1\|1 [0.966]
Rule 27/131: (56.4/1.1, lift 13.6)
PC2 <= 2.5099
PC4 <= -1.624887
PC6 <= 6.017145
PC26 > -0.4998997
PC57 <= -0.3763379
-> class 1\|1 [0.965]
Rule 27/132: (35.4/0.4, lift 13.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -1.050178
PC55 <= -0.5716879
-> class 1\|1 [0.962]
Rule 27/133: (375.3/22.9, lift 13.2)
PC1 > -0.430681
PC9 > -0.09433286
PC12 > 2.3317
PC19 <= 2.417467
PC39 <= 0.8150619
PC67 > -0.1708669
PC87 <= 0.4878679
PC96 <= 0.3956875
-> class 1\|1 [0.937]
Rule 27/134: (48.6/2.3, lift 13.1)
PC1 > -0.430681
PC3 > 0.775887
PC16 <= -0.71062
PC34 <= -1.239713
PC99 <= 0.4640183
-> class 1\|1 [0.935]
Rule 27/135: (12.9, lift 13.1)
PC1 > -0.430681
PC9 > -0.09433286
PC12 > 2.3317
PC16 <= 2.509746
PC91 <= -0.4093689
-> class 1\|1 [0.933]
Rule 27/136: (59/3.4, lift 13.0)
PC1 <= 1.163324
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.3317
PC16 <= 0.3594292
PC21 > -0.8702136
PC57 <= 0.1156747
-> class 1\|1 [0.928]
Rule 27/137: (41.6/2.3, lift 13.0)
PC1 > -0.1217223
PC3 <= 0.775887
PC6 > 3.749432
PC9 > -0.1601986
PC12 <= 2.3317
PC19 > -1.152695
-> class 1\|1 [0.923]
Rule 27/138: (14.7/0.9, lift 12.4)
PC3 > 0.775887
PC4 > -1.624887
PC16 <= 0.3594292
PC21 > -0.8702136
PC34 > -1.239713
PC66 > -0.06613959
PC93 <= -0.7603053
-> class 1\|1 [0.885]
Rule 27/139: (5, lift 12.0)
PC1 > -0.1217223
PC10 > -0.7928229
PC19 > 2.417467
PC41 > 1.23103
-> class 1\|1 [0.857]
Rule 27/140: (32/6.9, lift 10.8)
PC1 > -0.1217223
PC3 <= 0.775887
PC9 > -0.1601986
PC12 <= 2.3317
PC19 > -1.152695
PC87 <= -0.3807356
-> class 1\|1 [0.769]
Rule 27/141: (49.2/13.5, lift 10.1)
PC1 > -0.1217223
PC3 <= 0.775887
PC10 > -0.7928229
PC12 <= 2.3317
PC19 <= -1.152695
PC47 <= -0.5116767
-> class 1\|1 [0.717]
Rule 27/142: (17.6/6.4, lift 8.7)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7928229
PC94 <= -0.9760069
-> class 1\|1 [0.622]
Rule 27/143: (1229.1/689.9, lift 6.2)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.439]
Rule 27/144: (59, lift 17.2)
PC10 <= -0.7928229
PC14 > 2.102291
PC19 <= -1.521262
PC50 <= -0.1299888
PC100 <= 2.829587
-> class 1\|2 [0.984]
Rule 27/145: (61.6, lift 17.3)
PC1 > -0.1217223
PC2 <= 2.5099
PC4 <= -1.624887
PC57 > -0.3763379
PC94 > -0.9760069
PC100 <= 5.78491
-> class 1\|2 [0.984]
Rule 27/146: (77.9/0.5, lift 17.2)
PC1 > -0.1217223
PC3 <= 0.775887
PC6 > -1.13717
PC10 > -0.7928229
PC12 <= 2.3317
PC19 <= -1.152695
PC29 > -0.04073464
PC47 > -0.5116767
-> class 1\|2 [0.981]
Rule 27/147: (50.3, lift 17.2)
PC1 > -0.1217223
PC2 <= 2.5099
PC4 <= -1.624887
PC26 <= -0.4998997
PC94 > -0.9760069
-> class 1\|2 [0.981]
Rule 27/148: (51.2, lift 17.2)
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.3317
PC16 <= 0.3594292
PC21 <= -0.8702136
PC34 > -1.239713
-> class 1\|2 [0.981]
Rule 27/149: (45.6, lift 17.2)
PC1 > 1.163324
PC3 > 0.775887
PC4 > -1.624887
PC12 <= 2.3317
PC13 <= -0.2307061
PC16 <= 0.3594292
PC34 > -1.239713
PC57 > -1.245641
-> class 1\|2 [0.979]
Rule 27/150: (79.3/0.7, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.4291682
PC82 <= -0.5138191
-> class 1\|2 [0.979]
Rule 27/151: (38.4, lift 17.1)
PC1 > 1.163324
PC3 > 0.775887
PC4 > -1.624887
PC10 > -0.7928229
PC12 <= 2.3317
PC16 <= 0.3594292
PC34 > -1.239713
PC66 <= -0.06613959
-> class 1\|2 [0.975]
Rule 27/152: (23.4, lift 16.8)
PC3 > 0.775887
PC16 > -0.71062
PC34 <= -1.239713
-> class 1\|2 [0.961]
Rule 27/153: (267.7/9.5, lift 16.9)
PC3 > 1.640775
PC6 <= -1.736889
PC15 > -1.050178
PC16 > 0.4291682
PC19 <= 0.2935774
PC55 > -0.5716879
-> class 1\|2 [0.961]
Rule 27/154: (49.1/1.1, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.6799939
PC16 <= 0.4291682
PC50 <= -0.1664659
PC51 <= -0.1606648
PC99 > -0.005262095
-> class 1\|2 [0.959]
Rule 27/155: (19.9, lift 16.7)
PC1 > 1.353178
PC2 > 2.5099
PC15 <= -1.050178
-> class 1\|2 [0.954]
Rule 27/156: (265/15.6, lift 16.4)
PC2 <= 2.5099
PC3 > 0.775887
PC4 > -1.624887
PC9 > -0.6113476
PC12 <= 2.3317
PC14 <= 0.6681267
PC16 > 0.3594292
PC22 > -2.473595
PC43 > -0.06705483
PC56 > -0.6419484
PC76 <= 2.752588
-> class 1\|2 [0.938]
Rule 27/157: (41.1/1.7, lift 16.4)
PC1 > -0.430681
PC9 > 1.313825
PC12 <= 2.3317
PC16 > 0.3594292
PC47 > 0.7147909
PC56 > -0.5129337
PC70 > -0.3247387
-> class 1\|2 [0.937]
Rule 27/158: (212.4/15, lift 16.2)
PC3 > 9.018908
PC16 > 0.4291682
-> class 1\|2 [0.926]
Rule 27/159: (11.2, lift 16.2)
PC1 > -0.430681
PC10 > -0.7928229
PC16 <= 0.3594292
PC35 <= -1.450574
-> class 1\|2 [0.924]
Rule 27/160: (91.2/6.2, lift 16.2)
PC1 > -0.1217223
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.3317
PC34 > -1.239713
PC94 > -0.9760069
PC95 <= -0.477174
-> class 1\|2 [0.923]
Rule 27/161: (10.7, lift 16.2)
PC1 > -0.430681
PC12 > 2.3317
PC70 <= -0.458995
-> class 1\|2 [0.921]
Rule 27/162: (9.2, lift 16.0)
PC2 > 2.5099
PC5 <= -6.652731
PC15 <= -1.050178
-> class 1\|2 [0.911]
Rule 27/163: (8.5, lift 15.9)
PC1 > -0.430681
PC16 > 2.509746
PC19 > 2.417467
-> class 1\|2 [0.905]
Rule 27/164: (49.8/4, lift 15.8)
PC3 > 0.775887
PC9 > 1.313825
PC12 <= 2.3317
PC47 > 0.7147909
PC56 <= -0.5129337
-> class 1\|2 [0.903]
Rule 27/165: (12.9/0.6, lift 15.7)
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.3317
PC13 <= -0.3800153
PC43 <= -0.06705483
PC100 > -1.151123
PC100 <= 0.5561683
-> class 1\|2 [0.894]
Rule 27/166: (77/8.4, lift 15.5)
PC3 > 0.775887
PC12 <= 2.3317
PC16 > 0.3594292
PC47 > 0.7147909
PC92 > 0.07984899
-> class 1\|2 [0.881]
Rule 27/167: (4.2, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.6799939
PC20 > 0.9147968
PC51 <= -0.1606648
-> class 1\|2 [0.837]
Rule 27/168: (54.7/9.5, lift 14.3)
PC1 > -0.430681
PC16 > 0.3594292
PC43 <= -0.06705483
PC100 <= -1.151123
-> class 1\|2 [0.815]
Rule 27/169: (55.4, lift 15.0)
PC1 > -0.1217223
PC4 > -1.624887
PC16 > 0.3594292
PC43 <= -0.06705483
PC56 > -0.5129337
PC70 <= -0.3247387
PC92 <= 0.07984899
PC100 <= 0.5561683
-> class 1\|3 [0.982]
Rule 27/170: (84.4/1.1, lift 14.9)
PC1 <= 1.353178
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.018908
PC5 > -6.652731
PC15 <= -1.050178
PC82 > -0.5138191
-> class 1\|3 [0.976]
Rule 27/171: (20.4/5.1, lift 11.2)
PC2 > 2.5099
PC3 > 1.640775
PC6 > -1.736889
PC15 > -1.050178
PC16 > 0.4291682
-> class 1\|3 [0.728]
Rule 27/172: (4502.2/3306.3, lift 4.1)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.266]
Rule 27/173: (85.2, lift 14.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 <= -0.1738288
PC83 > 0.272599
PC91 > -0.1135303
-> class 2\|0 [0.989]
Rule 27/174: (40.4/0.2, lift 14.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2657993
PC10 <= -0.1738288
PC72 > 0.3250165
PC83 <= 0.272599
-> class 2\|0 [0.971]
Rule 27/175: (30.7, lift 14.4)
PC1 <= -0.430681
PC8 > 2.291764
PC10 <= -0.1379986
PC39 <= -0.5977288
-> class 2\|0 [0.969]
Rule 27/176: (567.6/27.3, lift 14.1)
PC5 <= 1.376186
PC8 > 2.291764
PC12 > -0.9702706
PC19 <= 1.09203
PC21 > -0.248798
PC28 <= 0.1391531
PC41 <= 1.662125
PC46 <= 1.256769
PC59 <= 0.3535813
PC60 > -0.7330561
PC70 <= 0.155108
PC79 <= 0.1324205
-> class 2\|0 [0.950]
Rule 27/177: (66.4/2.5, lift 14.1)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > -0.9702706
PC21 > -0.248798
PC53 > 0.9740961
-> class 2\|0 [0.949]
Rule 27/178: (45.8/2, lift 13.9)
PC1 <= -0.430681
PC2 > -3.344707
PC8 > 2.291764
PC12 > -0.9702706
PC46 > 1.256769
PC46 <= 1.601715
PC59 <= 0.3535813
PC60 > -0.7330561
-> class 2\|0 [0.938]
Rule 27/179: (12.8, lift 13.8)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC26 <= -1.840126
PC67 <= 0.3301138
-> class 2\|0 [0.932]
Rule 27/180: (33.5/1.8, lift 13.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2657993
PC8 <= 2.291764
PC10 <= -0.1738288
PC32 > 1.606076
-> class 2\|0 [0.921]
Rule 27/181: (10.6, lift 13.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2657993
PC8 <= 2.291764
PC10 <= -0.1738288
PC73 > 0.3822962
PC83 <= 0.272599
-> class 2\|0 [0.921]
Rule 27/182: (663/53, lift 13.6)
PC5 <= 1.376186
PC8 > 2.291764
PC12 > -0.9702706
PC19 <= 1.09203
PC21 > -0.248798
PC28 <= 0.1391531
PC41 <= 1.662125
PC46 <= 1.256769
PC59 <= 0.3535813
PC60 > -0.7330561
PC70 <= 0.155108
-> class 2\|0 [0.919]
Rule 27/183: (35.8/3.2, lift 13.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC22 > -0.7661651
PC29 <= 0.05969111
PC44 > 0.6074791
-> class 2\|0 [0.888]
Rule 27/184: (24.4/2.3, lift 13.0)
PC1 > -0.1217223
PC9 <= -0.09433286
PC10 > -0.7928229
PC12 > 2.3317
-> class 2\|0 [0.876]
Rule 27/185: (5.2, lift 12.7)
PC8 > 5.878347
PC12 <= -0.9702706
PC21 > -0.248798
-> class 2\|0 [0.861]
Rule 27/186: (15.8/3.1, lift 11.4)
PC1 <= -0.430681
PC8 > 2.291764
PC21 > -0.248798
PC53 > 1.349651
-> class 2\|0 [0.771]
Rule 27/187: (26.7/10.5, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC22 > -0.7661651
PC29 > 0.05969111
PC44 > 0.6074791
PC71 <= -0.6542775
-> class 2\|0 [0.599]
Rule 27/188: (82.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC32 > 1.077431
PC92 <= 0.4890641
-> class 2\|1 [0.988]
Rule 27/189: (226.8/2, lift 9.9)
PC2 <= 2.5099
PC8 > 1.526527
PC8 <= 2.270142
PC10 > -0.1738288
PC22 > -1.764462
PC24 <= 1.530555
PC29 <= 0.1647431
PC40 > -1.505062
PC44 <= 0.6074791
PC52 > -0.1731652
PC70 <= 0.2935769
PC78 <= 0.6560449
-> class 2\|1 [0.987]
Rule 27/190: (71.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC30 > 0.4383159
PC56 > -0.3223555
-> class 2\|1 [0.986]
Rule 27/191: (54.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC20 <= -0.4681721
PC29 <= 0.1647431
PC94 <= 0.6777908
-> class 2\|1 [0.982]
Rule 27/192: (137.9/2.2, lift 9.8)
PC3 <= 0.4787726
PC8 > 0.8241764
PC8 <= 1.480409
PC22 > -1.764462
PC24 > -0.3014483
PC29 <= 0.1647431
PC32 <= 1.077431
PC40 > -1.505062
PC44 <= 0.6074791
PC55 <= 0.6773724
PC69 <= -0.01000808
PC95 > -0.3629274
-> class 2\|1 [0.977]
Rule 27/193: (28.7, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.212579
PC32 <= 1.077431
PC44 <= 0.6074791
PC46 <= -0.4241093
PC56 > -0.3223555
-> class 2\|1 [0.967]
Rule 27/194: (21.1, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC22 <= -0.7534418
PC79 > 0.1324205
-> class 2\|1 [0.957]
Rule 27/195: (18.6, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.072179
PC8 <= 2.291764
PC22 <= -0.7661651
PC44 > 0.6074791
-> class 2\|1 [0.951]
Rule 27/196: (88.1/3.7, lift 9.5)
PC1 <= -2.780294
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.212579
PC29 <= 0.1647431
PC46 > -0.4241093
PC50 <= -0.3270931
PC56 > -0.3223555
-> class 2\|1 [0.948]
Rule 27/197: (22.1/0.5, lift 9.4)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC41 > -0.3869053
PC57 <= 1.028121
PC67 > 0.3301138
-> class 2\|1 [0.939]
Rule 27/198: (11.9, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 0.8241764
PC29 <= 0.1647431
PC55 > 0.8656818
-> class 2\|1 [0.921]
Rule 27/199: (27.3/1.4, lift 9.2)
PC1 <= -0.430681
PC5 <= 1.376186
PC8 > 2.291764
PC79 > 0.1324205
PC90 > 0.09463426
-> class 2\|1 [0.916]
Rule 27/200: (81.3/10.7, lift 8.7)
PC2 <= 2.5099
PC3 <= 0.4787726
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC29 <= 0.1647431
PC94 > 0.6777908
-> class 2\|1 [0.860]
Rule 27/201: (122.4/18.1, lift 8.5)
PC2 <= -9.022285
-> class 2\|1 [0.847]
Rule 27/202: (49.1/7.1, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC12 > 5.398648
-> class 2\|1 [0.841]
Rule 27/203: (11.2/1.2, lift 8.4)
PC1 <= -2.780294
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.212579
PC30 <= -0.0619094
PC56 > -0.3223555
PC98 <= 0.572118
-> class 2\|1 [0.832]
Rule 27/204: (3.6, lift 8.3)
PC8 <= -0.2273773
PC14 > 2.635719
PC100 > 3.380966
-> class 2\|1 [0.821]
Rule 27/205: (60.3/14.8, lift 7.5)
PC1 > -0.430681
PC1 <= 9.845796
PC3 <= 0.775887
PC8 > -0.3640697
PC9 <= -0.1601986
PC10 > -0.7928229
PC19 > -1.152695
PC64 <= 0.5903751
-> class 2\|1 [0.746]
Rule 27/206: (36.6/9.3, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC12 <= 5.398648
PC14 <= 2.635719
PC33 <= -0.6375301
PC63 > 0.04733508
-> class 2\|1 [0.732]
Rule 27/207: (7.9/1.7, lift 7.3)
PC9 > 13.26738
PC14 <= 2.635719
PC45 <= 0.326501
PC57 <= -0.06080139
-> class 2\|1 [0.728]
Rule 27/208: (3308.5/1611.4, lift 5.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
-> class 2\|1 [0.513]
Rule 27/209: (119.7/0.7, lift 10.9)
PC1 <= -0.430681
PC3 <= 0.4787726
PC8 > -0.2273773
PC8 <= 0.8241764
PC12 <= -2.212579
PC20 > -0.4681721
PC32 <= 1.077431
PC44 <= 0.6074791
PC55 <= 0.8656818
-> class 2\|2 [0.986]
Rule 27/210: (190.3/3.3, lift 10.8)
PC1 > -2.780294
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= 0.4787726
PC8 > -0.2273773
PC8 <= 0.8241764
PC10 > -0.1738288
PC20 > -0.4681721
PC32 <= 1.077431
PC34 <= 0.7671963
PC44 <= 0.6074791
PC46 > -0.4241093
PC55 <= 0.8656818
PC56 > -0.3223555
PC68 <= 0.5613831
PC90 <= 0.7730852
PC94 <= 0.6777908
PC98 <= 0.572118
-> class 2\|2 [0.978]
Rule 27/211: (354.9/7.1, lift 10.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 6.94979
PC8 > -3.21639
PC8 <= -0.2273773
PC15 > -2.289802
PC19 > -2.848473
PC27 > -0.7187883
PC28 > -0.2656237
PC35 > -2.299299
PC37 <= 1.408006
PC45 <= 0.326501
PC47 <= 0.6126066
PC57 <= -0.06080139
PC64 > -0.1588884
PC76 <= 0.6005656
-> class 2\|2 [0.977]
Rule 27/212: (104.3/1.7, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC12 <= 5.398648
PC19 > -2.848473
PC43 <= -1.44244
PC47 > -0.7832964
PC48 <= 0.7614362
PC63 <= 0.04733508
-> class 2\|2 [0.975]
Rule 27/213: (32.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC12 <= 5.398648
PC33 > -0.6375301
PC43 > -0.1268914
PC51 > 0.4496837
PC63 > 0.04733508
-> class 2\|2 [0.971]
Rule 27/214: (70.9/1.6, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC14 > 2.635719
PC100 <= 3.380966
-> class 2\|2 [0.965]
Rule 27/215: (239/8.4, lift 10.6)
PC1 <= -2.078414
PC2 > -9.022285
PC8 > -3.21639
PC8 <= -0.2273773
PC10 > -0.3981075
PC11 > -2.319353
PC19 > -2.848473
PC35 <= 1.066626
PC38 > -0.3949716
PC39 > -0.3871033
PC44 <= 0.4152645
PC47 > -0.7832964
PC48 <= 0.7614362
PC49 > -0.8121825
PC51 <= 0.1661651
PC56 > -0.9257014
PC61 > -1.276284
PC64 > -0.4971626
PC71 > -0.6983611
PC86 > -0.377133
-> class 2\|2 [0.961]
Rule 27/216: (23.1, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC29 <= 0.1647431
PC30 <= 0.4383159
PC40 <= -1.505062
PC53 > -1.558367
-> class 2\|2 [0.960]
Rule 27/217: (116.4/4.4, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= 0.4787726
PC8 > -0.2273773
PC8 <= 0.8241764
PC10 > -0.1738288
PC20 > -0.4681721
PC29 <= 0.1647431
PC30 > -0.0619094
PC30 <= 0.4383159
PC44 <= 0.6074791
PC50 > -0.3270931
PC56 > -0.3223555
PC90 <= 0.7730852
PC94 <= 0.6777908
PC98 <= 0.572118
-> class 2\|2 [0.955]
Rule 27/218: (272.1/11.4, lift 10.6)
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 6.94979
PC8 > -3.21639
PC8 <= -0.2273773
PC15 > -2.289802
PC19 > -2.583949
PC35 > -2.299299
PC37 <= 1.408006
PC44 <= -0.5985714
PC47 <= 0.6126066
PC57 <= -0.06080139
PC64 > -2.651782
PC76 <= 0.6005656
-> class 2\|2 [0.955]
Rule 27/219: (14.4, lift 10.4)
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC47 > -0.7832964
PC48 <= 0.7614362
PC57 > -0.06080139
PC94 <= -1.608204
-> class 2\|2 [0.939]
Rule 27/220: (192/11.2, lift 10.4)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC12 <= 4.257565
PC15 > -1.014177
PC33 > -0.6375301
PC43 <= -0.1268914
PC45 <= 0.3595834
PC55 > -1.279077
PC57 > -0.06080139
PC63 > 0.04733508
PC86 <= 1.877236
-> class 2\|2 [0.937]
Rule 27/221: (13.8, lift 10.4)
PC8 > -3.21639
PC14 <= 2.635719
PC71 > 12.00661
-> class 2\|2 [0.937]
Rule 27/222: (58.8/3.1, lift 10.3)
PC1 <= -0.430681
PC4 > -0.4804776
PC8 > 0.8241764
PC8 <= 1.526527
PC10 > -0.1738288
PC24 > -0.3014483
PC30 <= 0.4383159
PC40 > -1.505062
PC44 <= 0.6074791
PC69 > -0.01000808
PC88 <= 0.2006713
-> class 2\|2 [0.932]
Rule 27/223: (11.3, lift 10.2)
PC1 > -0.1217223
PC1 <= 9.845796
PC3 <= 0.775887
PC8 <= -0.3640697
PC9 <= -0.1601986
PC10 > -0.7928229
PC19 > -1.152695
PC41 > 0.4290316
PC67 > -0.4050675
-> class 2\|2 [0.925]
Rule 27/224: (99.7/7.4, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4804776
PC8 > -0.2273773
PC8 <= 2.291764
PC24 <= 1.530555
PC29 > 0.1647431
PC30 <= 0.4383159
PC44 <= 0.6074791
PC56 > -0.3223555
-> class 2\|2 [0.917]
Rule 27/225: (32.3/2.1, lift 10.1)
PC1 <= -0.430681
PC4 > -0.4804776
PC8 > 0.8241764
PC8 <= 2.291764
PC10 > -0.1738288
PC22 > -1.764462
PC24 <= -0.3014483
PC30 <= 0.4383159
PC44 <= 0.6074791
PC53 > -1.558367
PC56 > -0.3223555
PC90 <= 0.7730852
-> class 2\|2 [0.910]
Rule 27/226: (86.7/7, lift 10.1)
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC19 > -2.848473
PC22 <= -1.026865
PC51 <= 0.4496837
PC57 > -0.06080139
PC57 <= 0.2860052
PC63 > 0.04733508
-> class 2\|2 [0.910]
Rule 27/227: (8.3, lift 10.0)
PC1 <= -0.430681
PC11 > -2.319353
PC11 <= -2.300785
PC19 > -2.848473
PC57 > -0.06080139
-> class 2\|2 [0.902]
Rule 27/228: (7.4, lift 9.9)
PC1 > -0.430681
PC3 <= 0.775887
PC8 <= -0.3640697
PC10 > -0.7928229
PC19 > -1.152695
PC71 <= -1.328791
-> class 2\|2 [0.894]
Rule 27/229: (7.4, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC28 > -0.2656237
PC47 > -0.7832964
PC47 <= -0.778796
-> class 2\|2 [0.894]
Rule 27/230: (7.2, lift 9.9)
PC1 <= -0.430681
PC8 > -3.21639
PC8 <= -0.2273773
PC28 > -0.2656237
PC47 <= -0.7832964
PC54 <= -1.450812
PC63 <= 0.04733508
PC93 > -0.2549861
-> class 2\|2 [0.892]
Rule 27/231: (6.8, lift 9.8)
PC1 <= -0.430681
PC4 > -0.4804776
PC8 > 0.8241764
PC8 <= 2.291764
PC10 > -0.1738288
PC44 <= 0.6074791
PC52 <= -0.1731652
-> class 2\|2 [0.886]
Rule 27/232: (84.9/9.1, lift 9.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -0.2273773
PC46 > 0.413817
PC60 <= -0.7855141
-> class 2\|2 [0.883]
Rule 27/233: (50.2/5.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC11 > -2.319353
PC14 <= 2.635719
PC48 > 0.7614362
PC57 > -0.06080139
PC63 <= 0.04733508
PC67 <= 1.703674
-> class 2\|2 [0.881]
Rule 27/234: (6.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC32 > 1.077431
PC44 <= 0.6074791
PC92 > 0.4890641
-> class 2\|2 [0.878]
Rule 27/235: (28.2/3.3, lift 9.5)
PC1 > -0.430681
PC3 <= 0.775887
PC8 > -0.3640697
PC9 <= -0.1601986
PC19 > -1.152695
PC64 > 0.5903751
-> class 2\|2 [0.856]
Rule 27/236: (5.4/0.2, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC10 <= -0.1738288
PC92 > 0.3201515
-> class 2\|2 [0.831]
Rule 27/237: (34.2/5.4, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC27 <= -0.3525146
PC44 <= 0.6074791
PC56 <= -0.3223555
PC91 <= -0.04039728
-> class 2\|2 [0.822]
Rule 27/238: (16.6/3.5, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 0.2657993
PC10 <= -0.1738288
-> class 2\|2 [0.757]
Rule 27/239: (148.7/40.9, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC21 <= -0.248798
PC22 <= -1.207938
-> class 2\|2 [0.722]
Rule 27/240: (13.2/4.1, lift 7.3)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC18 <= 0.0676518
PC33 > -0.1963791
PC66 <= 0.4690351
PC67 <= 0.3301138
-> class 2\|2 [0.662]
Rule 27/241: (627.4/238, lift 6.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC22 <= -0.7661651
-> class 2\|2 [0.620]
Rule 27/242: (117.1, lift 8.1)
PC8 <= -3.21639
PC15 > 2.318293
PC43 <= 1.692294
-> class 2\|3 [0.992]
Rule 27/243: (109.8, lift 8.1)
PC1 <= -0.430681
PC8 <= -3.21639
PC43 <= 1.692294
PC81 > 0.3374948
-> class 2\|3 [0.991]
Rule 27/244: (86.7, lift 8.1)
PC8 <= -0.2273773
PC11 > -2.319353
PC19 > -2.848473
PC28 > -0.2656237
PC35 > 1.066626
PC43 > -1.44244
PC47 > -0.7832964
PC49 > -0.8121825
PC56 > -0.9257014
PC57 > -0.06080139
-> class 2\|3 [0.989]
Rule 27/245: (81.5, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC10 <= -0.3981075
PC28 > -0.2656237
PC57 > -0.06080139
PC63 <= 0.04733508
-> class 2\|3 [0.988]
Rule 27/246: (84.6/0.4, lift 8.0)
PC8 <= -3.21639
PC28 <= 0.04549059
PC35 > 1.399431
PC85 <= 0.175203
-> class 2\|3 [0.984]
Rule 27/247: (82.1/0.5, lift 8.0)
PC1 > -0.1217223
PC2 <= 2.5099
PC10 <= -0.7928229
PC19 > -1.521262
PC35 > -1.000107
PC83 <= 0.3757846
PC85 <= 0.5895096
-> class 2\|3 [0.982]
Rule 27/248: (62.4/0.8, lift 7.9)
PC1 <= -0.430681
PC8 <= -3.21639
PC11 > -4.127287
PC39 > 0.197493
PC85 > 0.175203
-> class 2\|3 [0.972]
Rule 27/249: (31.6, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC35 > 0.5639358
PC35 <= 1.399431
PC68 > 1.303894
PC80 <= -0.7750584
-> class 2\|3 [0.970]
Rule 27/250: (48.8/0.7, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC15 <= -1.014177
PC43 <= -0.1268914
PC57 > -0.06080139
PC63 > 0.04733508
-> class 2\|3 [0.968]
Rule 27/251: (82.4/1.8, lift 7.9)
PC1 > -0.1217223
PC1 <= 9.845796
PC3 <= 0.775887
PC8 <= -0.3640697
PC10 > -0.7928229
PC19 > -1.152695
PC41 <= 0.4290316
PC67 > -0.4050675
PC71 > -1.328791
-> class 2\|3 [0.967]
Rule 27/252: (25.2, lift 7.9)
PC1 <= -0.430681
PC8 <= -3.21639
PC23 > 2.300639
PC85 > 0.175203
-> class 2\|3 [0.963]
Rule 27/253: (20.1, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC24 > 1.530555
-> class 2\|3 [0.955]
Rule 27/254: (36.7/0.8, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC9 <= 13.26738
PC37 <= 1.408006
PC45 <= 0.326501
PC57 <= -0.06080139
PC76 > 0.6005656
-> class 2\|3 [0.953]
Rule 27/255: (33.3/0.8, lift 7.8)
PC2 <= 2.5099
PC8 <= -0.2273773
PC12 <= 5.398648
PC35 > -2.299299
PC45 <= 0.326501
PC64 <= -2.651782
-> class 2\|3 [0.950]
Rule 27/256: (200.5/10.3, lift 7.7)
PC1 <= -0.9432858
PC3 <= 0.04709202
PC6 > -0.07416741
PC8 <= -3.21639
PC11 > -4.127287
PC21 > -0.8207462
PC44 <= 0.9181572
PC54 <= 0.8177436
PC85 <= 0.7277512
-> class 2\|3 [0.944]
Rule 27/257: (19.6/1.5, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC22 > -0.7661651
PC29 > 0.05969111
PC32 > -0.8371444
PC44 > 0.6074791
-> class 2\|3 [0.885]
Rule 27/258: (111.9/13.1, lift 7.2)
PC8 <= -3.21639
PC26 > 2.590867
PC85 > 0.175203
-> class 2\|3 [0.876]
Rule 27/259: (50/12.9, lift 6.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC27 > -0.3525146
PC44 <= 0.6074791
PC56 <= -0.3223555
PC68 > -0.338543
-> class 2\|3 [0.733]
Rule 27/260: (19.8/5, lift 5.9)
PC2 <= 2.5099
PC6 > -0.9158209
PC8 > -0.2273773
PC8 <= 2.291764
PC10 > -0.1738288
PC22 > -0.7661651
PC29 > 0.05969111
PC44 > 0.6074791
PC71 > -0.6542775
-> class 2\|3 [0.727]
Rule 27/261: (4113/1958.1, lift 4.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
-> class 2\|3 [0.524]
Rule 27/262: (22/10.5, lift 4.2)
PC1 > -0.430681
PC1 <= -0.1217223
PC2 <= 2.5099
PC41 <= -0.3869053
-> class 2\|3 [0.519]
Rule 27/263: (40.3/24.4, lift 3.3)
PC10 <= -0.7928229
PC100 > 2.829587
-> class 2\|3 [0.400]
Rule 27/264: (106.9, lift 22.9)
PC8 <= -3.21639
PC43 > 1.692294
PC46 <= 0.413817
PC69 <= 0.6522157
-> class 2\|4 [0.991]
Rule 27/265: (71.7, lift 22.8)
PC8 <= -3.21639
PC35 > 0.5639358
PC35 <= 1.399431
PC46 <= 0.413817
PC65 > -0.2249936
PC68 > 1.303894
PC76 <= 0.4891668
PC80 > -0.7750584
PC85 <= 0.175203
-> class 2\|4 [0.986]
Rule 27/266: (113.9/1.1, lift 22.7)
PC2 <= 2.5099
PC10 <= -0.7928229
PC19 > -1.521262
PC44 > -0.3391405
PC83 > 0.3757846
-> class 2\|4 [0.982]
Rule 27/267: (21.8, lift 22.1)
PC2 <= 2.5099
PC8 <= -3.21639
PC29 <= -0.2492445
PC46 <= 0.413817
PC85 <= 0.175203
-> class 2\|4 [0.958]
Rule 27/268: (41.8/1.1, lift 22.0)
PC1 <= -0.430681
PC8 > -3.21639
PC8 <= -0.2273773
PC19 <= -2.848473
PC96 > 0.03813855
-> class 2\|4 [0.953]
Rule 27/269: (53.9/2.8, lift 21.5)
PC1 <= -0.430681
PC8 <= -3.21639
PC28 > 0.04549059
PC46 <= 0.413817
-> class 2\|4 [0.932]
Rule 27/270: (43/2.5, lift 21.3)
PC1 <= -0.430681
PC8 <= -0.2273773
PC19 <= -2.848473
PC22 > -0.8432438
-> class 2\|4 [0.921]
Rule 27/271: (29.3/4.4, lift 19.1)
PC1 > -0.430681
PC1 <= 9.845796
PC2 <= 2.5099
PC3 <= 0.775887
PC8 <= -0.3640697
PC19 > -1.152695
PC67 <= -0.4050675
-> class 2\|4 [0.826]
Rule 27/272: (58.1/10, lift 18.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC11 > -2.319353
PC12 <= 5.398648
PC14 <= 2.635719
PC45 <= 0.4335379
PC47 <= -0.7832964
PC57 > -0.06080139
PC63 <= 0.04733508
PC93 <= -0.2549861
-> class 2\|4 [0.817]
Rule 27/273: (19.4/3.8, lift 18.0)
PC1 <= -2.078414
PC8 <= -0.2273773
PC11 > -2.319353
PC14 <= 2.635719
PC38 <= -0.3949716
PC39 > -0.3871033
PC48 <= 0.7614362
PC57 > -0.06080139
PC63 <= 0.04733508
PC86 > -0.377133
-> class 2\|4 [0.777]
Rule 27/274: (215.8/50.3, lift 17.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC11 <= -2.319353
PC15 <= -0.4150989
PC19 > -2.848473
PC57 > -0.06080139
-> class 2\|4 [0.764]
Rule 27/275: (12/3.4, lift 15.9)
PC2 <= 2.5099
PC8 <= -0.2273773
PC9 <= -3.518553
PC11 > -2.319353
PC14 <= 2.635719
PC47 <= -0.7832964
PC57 > -0.06080139
PC63 <= 0.04733508
-> class 2\|4 [0.689]
Rule 27/276: (670/219, lift 15.5)
PC2 <= 2.5099
PC8 <= -3.21639
PC46 <= 0.413817
PC82 <= 0.1349488
PC85 > 0.175203
-> class 2\|4 [0.673]
Rule 27/277: (40.8/14.8, lift 14.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC12 <= 5.398648
PC28 > -0.2656237
PC37 > 1.408006
PC57 <= -0.06080139
-> class 2\|4 [0.630]
Default class: 2\|3
----- Trial 28: -----
Rules:
Rule 28/1: (68.5, lift 15.9)
PC18 > 0.5059283
PC40 <= -2.874519
PC47 > -1.610874
PC87 > 0.228705
-> class 0\|0 [0.986]
Rule 28/2: (56.6/0.2, lift 15.8)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC28 <= 3.406951
PC100 <= -1.540123
-> class 0\|0 [0.980]
Rule 28/3: (206.8/5.7, lift 15.6)
PC2 > 2.5099
PC3 > -4.942089
PC3 <= 1.640775
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC24 <= -2.667044
PC47 <= 1.428013
PC91 > -1.513539
-> class 0\|0 [0.968]
Rule 28/4: (30, lift 15.6)
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC28 <= 3.406951
PC30 <= -2.564915
PC47 > -1.610874
PC97 > -1.449272
-> class 0\|0 [0.967]
Rule 28/5: (20.9, lift 15.4)
PC2 > 6.633385
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC26 <= 0.780035
PC33 > -1.741434
PC47 <= 1.428013
PC59 > -1.600852
PC91 > -1.513539
PC97 > -1.449272
PC97 <= -0.6537972
-> class 0\|0 [0.954]
Rule 28/6: (17, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC18 > 1.296624
-> class 0\|0 [0.947]
Rule 28/7: (16.8, lift 15.3)
PC3 <= -4.942089
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC47 <= 1.428013
PC99 > 1.045439
-> class 0\|0 [0.947]
Rule 28/8: (14.3, lift 15.2)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC60 <= -1.654403
-> class 0\|0 [0.939]
Rule 28/9: (37.4/2.2, lift 14.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= -0.3535447
PC18 <= 0.5059283
PC46 <= -1.308755
-> class 0\|0 [0.920]
Rule 28/10: (21.5/1, lift 14.8)
PC18 > 0.5059283
PC21 <= 0.4902074
PC25 > -1.203939
PC33 <= -1.741434
PC35 <= 0.5582652
PC49 <= -0.7130989
-> class 0\|0 [0.915]
Rule 28/11: (18/1.5, lift 14.2)
PC2 > 2.5099
PC13 > -3.333121
PC13 <= 7.236558
PC15 <= -0.2743332
PC18 > 0.5059283
PC25 > -1.203939
PC28 <= 3.406951
PC65 <= -1.009959
-> class 0\|0 [0.877]
Rule 28/12: (5.8, lift 14.1)
PC13 > 7.236558
PC18 > 3.666845
PC31 > 0.1783828
PC47 > -1.610874
-> class 0\|0 [0.872]
Rule 28/13: (4.4, lift 13.6)
PC13 > 7.236558
PC18 > 3.666845
PC20 > -3.980935
PC47 > -1.610874
PC59 > 2.532087
-> class 0\|0 [0.844]
Rule 28/14: (2.5, lift 12.5)
PC10 <= -2.766919
PC15 <= -0.2743332
PC18 > 0.5059283
-> class 0\|0 [0.776]
Rule 28/15: (35.8/8.3, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -1.127962
PC26 > -0.6424729
-> class 0\|0 [0.753]
Rule 28/16: (9.8/2.6, lift 11.2)
PC2 > 2.5099
PC7 <= 0.2589701
PC18 > 0.5059283
PC25 <= -1.203939
-> class 0\|0 [0.695]
Rule 28/17: (1252.9/464.6, lift 10.2)
PC2 > 2.5099
PC2 <= 6.633385
PC3 <= 1.640775
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC26 <= 0.780035
PC33 > -1.741434
PC35 <= 0.5582652
PC47 <= 1.428013
PC59 > -1.600852
PC91 > -1.513539
-> class 0\|0 [0.629]
Rule 28/18: (167.9/0.2, lift 12.7)
PC2 > 6.633385
PC13 > -3.333121
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC24 > -2.667044
PC25 > -1.203939
PC26 <= 0.780035
PC33 > -1.741434
PC40 > -2.874519
PC97 > -0.6537972
PC100 > -1.540123
-> class 0\|1 [0.993]
Rule 28/19: (132.4/0.4, lift 12.7)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC28 <= 3.406951
PC30 > -2.564915
PC35 > 0.5582652
PC46 <= 1.972667
-> class 0\|1 [0.989]
Rule 28/20: (81.9, lift 12.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -0.3535447
PC18 <= 0.5059283
PC20 > -3.440173
PC46 <= -1.308755
PC73 <= -0.2433583
-> class 0\|1 [0.988]
Rule 28/21: (84.6, lift 12.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -3.333121
PC18 > 0.5059283
PC31 <= -0.2922627
PC32 <= 0.5570846
PC47 <= 1.428013
PC95 <= 0.8596638
-> class 0\|1 [0.988]
Rule 28/22: (64.9, lift 12.6)
PC13 > 7.236558
PC18 > 3.666845
PC20 > -3.980935
PC31 <= 0.1783828
PC52 <= 3.672759
PC59 <= 2.532087
-> class 0\|1 [0.985]
Rule 28/23: (100.4/0.8, lift 12.6)
PC3 <= -4.942089
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC28 <= 3.406951
PC40 > -2.874519
PC99 <= 1.045439
-> class 0\|1 [0.983]
Rule 28/24: (56, lift 12.6)
PC2 > 2.5099
PC2 <= 6.633385
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5059283
PC21 <= 0.4902074
PC24 > -2.667044
PC30 > -2.564915
PC32 <= 0.5570846
PC56 > 0.7015016
PC59 > -1.600852
-> class 0\|1 [0.983]
Rule 28/25: (101.2/1, lift 12.6)
PC2 > 2.5099
PC3 > -4.942089
PC13 > 0.8367534
PC13 <= 7.236558
PC18 > 0.5059283
PC24 > -2.667044
PC32 <= 0.5570846
PC40 > -2.874519
PC97 > -1.449272
-> class 0\|1 [0.980]
Rule 28/26: (99.1/1.1, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= -0.07038876
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC24 > -2.667044
PC32 <= 0.5570846
PC40 > -2.874519
PC55 > -0.1906182
-> class 0\|1 [0.979]
Rule 28/27: (64.4/0.5, lift 12.5)
PC2 > 2.5099
PC7 <= 0.526584
PC18 > 0.5059283
PC32 <= 0.5570846
PC33 > -1.741434
PC45 > 1.329749
PC56 <= 0.7015016
-> class 0\|1 [0.977]
Rule 28/28: (50.4/0.5, lift 12.5)
PC2 > 2.5099
PC3 > -4.942089
PC3 <= 1.640775
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC25 > -1.203939
PC26 > 0.780035
PC40 > -2.874519
PC97 > -1.449272
PC100 > -1.540123
-> class 0\|1 [0.972]
Rule 28/29: (106.3/2.1, lift 12.5)
PC2 > 2.5099
PC3 > -4.942089
PC3 <= -1.141957
PC13 > -3.333121
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC18 <= 2.848612
PC24 > -2.667044
PC32 <= 0.5570846
PC33 > -1.741434
PC40 > -2.874519
PC45 <= 1.329749
PC65 > -0.2829847
-> class 0\|1 [0.971]
Rule 28/30: (102.5/2, lift 12.5)
PC3 <= -1.141957
PC13 > -3.333121
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC26 <= 0.780035
PC29 > -1.20104
PC32 <= 0.5570846
PC33 > -1.741434
PC40 > -2.874519
PC65 > -0.2829847
PC80 > -0.1646361
PC97 > -1.449272
-> class 0\|1 [0.971]
Rule 28/31: (36.5/0.1, lift 12.5)
PC2 > 2.5099
PC13 > -3.333121
PC18 > 0.5059283
PC47 > -1.610874
PC92 > 2.614784
-> class 0\|1 [0.971]
Rule 28/32: (84.7/1.6, lift 12.4)
PC13 > -3.333121
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC21 <= 0.4902074
PC24 > -2.667044
PC25 > -1.203939
PC59 <= -1.600852
PC60 > -1.654403
PC97 > -1.449272
-> class 0\|1 [0.970]
Rule 28/33: (114.9/2.5, lift 12.4)
PC2 > 2.5099
PC9 > 0.1754378
PC15 > -0.2743332
PC18 > 0.5059283
PC24 > -2.667044
PC30 > -0.4650935
PC32 <= 0.5570846
PC33 > -1.741434
PC40 > -2.874519
PC55 <= -0.1906182
-> class 0\|1 [0.970]
Rule 28/34: (27.4, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5059283
PC24 > -2.667044
PC25 > -1.203939
PC28 <= 3.406951
PC59 > -1.600852
PC95 > 0.8596638
PC97 > -1.449272
PC100 > -1.540123
-> class 0\|1 [0.966]
Rule 28/35: (47.9/0.7, lift 12.4)
PC3 <= 1.640775
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC21 <= 0.4902074
PC25 > -1.203939
PC91 <= -1.513539
PC97 > -1.449272
PC100 > -1.540123
-> class 0\|1 [0.965]
Rule 28/36: (49.4/0.8, lift 12.4)
PC2 > 2.5099
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC24 > -2.667044
PC32 <= 0.5570846
PC39 <= -0.9456047
PC65 <= -0.2829847
PC97 > -1.449272
PC100 > -1.540123
-> class 0\|1 [0.965]
Rule 28/37: (45.7/0.7, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= -0.1022524
PC15 > -1.210525
PC18 > -1.127962
PC18 <= 0.5059283
PC32 > 0.4774309
-> class 0\|1 [0.964]
Rule 28/38: (25.8/0.1, lift 12.3)
PC2 > 2.5099
PC13 > -3.333121
PC13 <= 7.236558
PC15 > -0.2743332
PC18 > 0.5059283
PC24 > -2.667044
PC26 <= 0.780035
PC32 <= 0.5570846
PC95 <= -1.164248
-> class 0\|1 [0.959]
Rule 28/39: (20.1, lift 12.2)
PC2 > 2.5099
PC2 <= 6.633385
PC3 <= 1.640775
PC15 > -0.2743332
PC18 > 0.5059283
PC32 > 0.5570846
PC80 > 0.5756894
PC97 > -1.449272
-> class 0\|1 [0.955]
Rule 28/40: (17.3, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC18 > 0.221546
PC18 <= 0.5059283
PC44 > 0.5996249
PC46 > -1.308755
PC51 <= 1.127254
-> class 0\|1 [0.948]
Rule 28/41: (23.3/0.4, lift 12.1)
PC2 > 2.5099
PC9 > 0.64594
PC18 > 0.5059283
PC100 > -1.540123
-> class 0\|1 [0.946]
Rule 28/42: (135.4/8.2, lift 12.0)
PC2 > 2.5099
PC3 > -1.506377
PC3 <= 1.640775
PC6 <= 0.2633233
PC18 > -1.127962
PC18 <= 0.5059283
PC40 <= 0.3893082
PC46 > -1.308755
PC68 > -0.234995
PC71 > -0.2831494
PC72 > -0.470849
-> class 0\|1 [0.933]
Rule 28/43: (97.4/5.7, lift 12.0)
PC3 <= 1.640775
PC10 > -2.766919
PC13 > -3.333121
PC15 <= -0.2743332
PC18 > 0.5059283
PC21 <= 0.4902074
PC25 > -1.203939
PC33 > -1.741434
PC40 > -2.874519
PC65 > -1.009959
-> class 0\|1 [0.933]
Rule 28/44: (85.7/5.8, lift 11.8)
PC13 <= 7.236558
PC18 > 1.112413
PC25 > -1.203939
PC30 > -2.564915
PC33 <= -1.741434
PC47 <= 1.428013
PC49 > -0.7130989
PC97 > -1.449272
-> class 0\|1 [0.923]
Rule 28/45: (9.2, lift 11.7)
PC3 <= 1.640775
PC15 > -0.2743332
PC15 <= -0.2472632
PC18 > 0.5059283
PC25 > -1.203939
PC32 <= 0.5570846
PC35 <= 0.5582652
PC40 > -2.874519
PC59 > -1.600852
-> class 0\|1 [0.911]
Rule 28/46: (12.3/0.4, lift 11.6)
PC15 > -1.210525
PC18 > -1.127962
PC18 <= 0.5059283
PC20 > 3.814862
PC46 > -1.308755
-> class 0\|1 [0.905]
Rule 28/47: (8.3, lift 11.6)
PC13 > 7.236558
PC18 > 0.5059283
PC18 <= 3.666845
PC46 <= 1.972667
PC47 > -1.610874
PC74 > 0.9883926
-> class 0\|1 [0.903]
Rule 28/48: (140.9/14.2, lift 11.5)
PC3 <= 1.640775
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC21 <= 0.4902074
PC24 > -2.667044
PC29 <= -1.20104
PC32 <= 0.5570846
PC40 > -2.874519
PC45 <= 1.329749
PC55 > -0.1906182
-> class 0\|1 [0.894]
Rule 28/49: (35.9/3.4, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.5059283
PC78 > 2.983765
PC91 <= -1.002618
-> class 0\|1 [0.884]
Rule 28/50: (5, lift 11.0)
PC4 <= -7.517457
PC33 > 3.745984
-> class 0\|1 [0.857]
Rule 28/51: (11/1.3, lift 10.6)
PC13 > 7.236558
PC18 > 0.5059283
PC18 <= 3.666845
PC42 <= -2.180294
PC46 <= 1.972667
PC47 > -1.610874
-> class 0\|1 [0.824]
Rule 28/52: (20.8/3.3, lift 10.4)
PC13 > -3.333121
PC13 <= 7.236558
PC18 > 0.5059283
PC29 > 3.266254
PC47 <= 1.428013
PC97 > -1.449272
-> class 0\|1 [0.813]
Rule 28/53: (37.9/10.8, lift 9.0)
PC4 <= -8.261679
PC18 <= 0.5059283
PC59 <= -0.8938659
-> class 0\|1 [0.705]
Rule 28/54: (33.6, lift 10.1)
PC3 <= 1.640775
PC18 > -1.236645
PC18 <= -1.127962
PC23 > -1.976331
PC43 <= 1.773609
PC52 > -2.082905
PC55 <= 0.1979363
PC75 <= 0.4798002
-> class 0\|2 [0.972]
Rule 28/55: (72.9/1.3, lift 10.1)
PC7 > 0.2589701
PC18 > 0.5059283
PC25 <= -1.203939
PC38 <= 3.059559
-> class 0\|2 [0.969]
Rule 28/56: (100.7/2.6, lift 10.1)
PC4 > 8.399589
PC18 <= -1.127962
PC20 > -5.506513
PC36 <= 2.555241
PC78 <= 2.983765
PC81 > -0.7012362
-> class 0\|2 [0.965]
Rule 28/57: (68.7/5.1, lift 9.5)
PC4 <= -6.964373
PC18 <= -1.127962
PC36 <= 1.146734
PC90 > 0.2232773
-> class 0\|2 [0.914]
Rule 28/58: (7.6, lift 9.3)
PC2 > 2.5099
PC46 > -1.308755
PC78 <= 2.983765
PC96 > 4.681134
-> class 0\|2 [0.896]
Rule 28/59: (69.7/8.2, lift 9.1)
PC2 > 2.5099
PC3 <= -1.506377
PC18 > -1.127962
PC18 <= 0.221546
PC20 > -4.816998
PC32 <= 0.4774309
PC44 > 0.5996249
PC46 > -1.308755
PC51 <= 1.127254
-> class 0\|2 [0.871]
Rule 28/60: (7654.4/5743.5, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.250]
Rule 28/61: (109.4/0.1, lift 10.9)
PC4 <= 8.399589
PC7 > -0.703411
PC9 <= 0.6749936
PC18 <= -1.127962
PC20 <= 2.091965
PC33 <= 3.745984
PC55 > 0.1979363
PC67 <= 0.08365791
PC75 > -0.1477809
PC78 <= 2.983765
-> class 0\|3 [0.990]
Rule 28/62: (97.8/0.4, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.6749936
PC18 <= -1.127962
PC25 <= 16.10328
PC39 <= -1.445797
PC78 <= 2.983765
-> class 0\|3 [0.986]
Rule 28/63: (67.2, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.399589
PC9 <= 0.6749936
PC18 <= -1.127962
PC20 <= 2.091965
PC24 <= 1.154169
PC67 <= 0.08365791
PC75 > 0.4798002
-> class 0\|3 [0.986]
Rule 28/64: (83/0.7, lift 10.8)
PC4 > -8.261679
PC4 <= -6.964373
PC18 <= -2.29641
PC26 <= 1.386091
PC57 <= 0.5666176
PC61 > -0.3203616
PC62 > -0.2478938
PC79 <= 0.9579589
PC90 > -1.007012
PC90 <= 0.2232773
PC97 <= 1.013682
-> class 0\|3 [0.980]
Rule 28/65: (159.6/2.9, lift 10.7)
PC4 <= 8.399589
PC5 > -0.9522218
PC18 <= -2.29641
PC33 <= 3.745984
PC97 <= -0.9075205
-> class 0\|3 [0.976]
Rule 28/66: (76/0.9, lift 10.7)
PC3 <= 1.640775
PC4 > -7.097243
PC4 <= 8.399589
PC7 > -0.4985195
PC18 > -2.29641
PC18 <= -1.127962
PC24 > 1.154169
PC28 <= 1.380152
-> class 0\|3 [0.975]
Rule 28/67: (36.2, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.399589
PC18 > -2.29641
PC18 <= -1.127962
PC43 > 1.773609
-> class 0\|3 [0.974]
Rule 28/68: (32.4, lift 10.7)
PC2 > 2.5099
PC80 <= -4.714075
-> class 0\|3 [0.971]
Rule 28/69: (248.5/6.5, lift 10.7)
PC4 > -6.964373
PC4 <= 8.399589
PC8 <= 0.05571313
PC10 > -5.334851
PC17 <= 0.6090416
PC18 <= -2.29641
PC20 > -4.583162
PC26 > -2.09578
PC27 > -6.738084
PC34 > -2.328316
PC36 <= 1.146734
PC42 > -0.6679253
PC78 <= 2.983765
PC93 > -0.05677242
PC97 <= 1.013682
-> class 0\|3 [0.970]
Rule 28/70: (30.4, lift 10.7)
PC2 > 2.5099
PC25 <= -1.203939
PC38 > 3.059559
-> class 0\|3 [0.969]
Rule 28/71: (28.5, lift 10.6)
PC13 > 7.236558
PC18 > 0.5059283
PC39 > 3.348826
-> class 0\|3 [0.967]
Rule 28/72: (48.6/0.7, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.5059283
PC26 <= -2.09578
PC39 > -1.445797
-> class 0\|3 [0.966]
Rule 28/73: (130.2/3.5, lift 10.6)
PC4 > -6.964373
PC4 <= 8.399589
PC10 > -5.334851
PC18 <= -2.29641
PC29 <= 0.2432277
PC33 <= 3.745984
PC35 <= 0.06180245
PC42 <= -0.6679253
PC97 <= 1.013682
-> class 0\|3 [0.966]
Rule 28/74: (148.2/4.2, lift 10.6)
PC3 <= 1.640775
PC4 <= 8.399589
PC10 > 1.611974
PC18 <= -2.29641
PC27 > -6.738084
PC33 <= 3.745984
-> class 0\|3 [0.965]
Rule 28/75: (26.6, lift 10.6)
PC5 > -0.9522218
PC18 <= 0.5059283
PC20 <= -5.506513
PC33 <= 3.745984
PC78 <= 2.983765
PC81 > -0.7012362
-> class 0\|3 [0.965]
Rule 28/76: (23.8, lift 10.6)
PC13 > 7.236558
PC18 > 0.5059283
PC18 <= 3.666845
PC25 > -1.203939
PC47 > -1.610874
PC94 <= -1.333739
-> class 0\|3 [0.961]
Rule 28/77: (23, lift 10.6)
PC2 > 2.5099
PC18 <= 0.5059283
PC46 > -1.308755
PC48 > 0.2262224
PC78 > 2.983765
PC91 > -1.002618
-> class 0\|3 [0.960]
Rule 28/78: (20.8, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.399589
PC7 > -0.703411
PC9 <= 0.6749936
PC18 > -2.29641
PC18 <= -1.127962
PC28 <= 1.380152
PC52 > -2.082905
PC65 > -0.7554216
PC67 > 0.08365791
PC75 > -0.1477809
PC84 > -0.7875167
-> class 0\|3 [0.956]
Rule 28/79: (18.6, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -0.3535447
PC46 <= -1.308755
PC87 <= -1.711336
-> class 0\|3 [0.951]
Rule 28/80: (38.8/1.6, lift 10.3)
PC9 <= 0.6749936
PC18 <= -1.127962
PC36 > 2.555241
PC46 > -1.308755
PC78 <= 2.983765
-> class 0\|3 [0.936]
Rule 28/81: (68.4/3.5, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC18 > -1.127962
PC18 <= 0.5059283
PC44 <= 0.5996249
PC46 > 0.3893501
PC76 <= 0.2216823
-> class 0\|3 [0.936]
Rule 28/82: (44.3/2.1, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.399589
PC18 > -2.29641
PC18 <= -1.127962
PC27 > -6.738084
PC33 <= 3.745984
PC55 <= 0.7018931
PC78 <= 2.983765
PC84 <= -0.7875167
-> class 0\|3 [0.932]
Rule 28/83: (12.5, lift 10.2)
PC18 <= 0.5059283
PC33 > 3.745984
PC46 > -1.308755
PC71 <= -0.9827021
-> class 0\|3 [0.931]
Rule 28/84: (87.9/5.3, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.210525
PC18 > -1.127962
PC18 <= 0.5059283
-> class 0\|3 [0.930]
Rule 28/85: (12.4, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.127962
PC18 <= 0.5059283
PC20 > -4.816998
PC32 <= 0.4774309
PC51 > 1.127254
-> class 0\|3 [0.928]
Rule 28/86: (328.8/23.1, lift 10.2)
PC3 <= 1.640775
PC4 > -6.964373
PC4 <= 8.399589
PC5 > -0.9522218
PC10 > -5.334851
PC17 <= 0.6090416
PC18 <= -2.29641
PC26 <= 1.386091
PC27 > -6.738084
PC33 <= 3.745984
PC34 > -2.328316
PC36 <= 1.146734
PC42 > -0.6679253
PC78 <= 2.983765
PC90 > -1.007012
PC93 <= -0.06644218
PC97 > -0.9075205
-> class 0\|3 [0.927]
Rule 28/87: (32/2.2, lift 10.0)
PC18 > -1.127962
PC18 <= 0.5059283
PC20 <= -4.816998
-> class 0\|3 [0.906]
Rule 28/88: (36.4/2.9, lift 9.9)
PC2 > 2.5099
PC4 > -7.097243
PC4 <= 8.399589
PC7 > -0.703411
PC18 > -2.29641
PC18 <= -1.127962
PC23 <= -1.976331
PC50 > -0.6666621
PC78 <= 2.983765
-> class 0\|3 [0.900]
Rule 28/89: (20.9/1.4, lift 9.9)
PC18 <= 0.5059283
PC33 > 3.745984
PC96 > 1.143479
-> class 0\|3 [0.896]
Rule 28/90: (33.1/3, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.127962
PC46 > -1.308755
PC55 > 0.7018931
PC78 <= 2.983765
-> class 0\|3 [0.886]
Rule 28/91: (176.1/28.1, lift 9.2)
PC3 <= 1.640775
PC4 > -7.097243
PC4 <= 8.399589
PC9 <= 0.5631471
PC18 > -2.29641
PC18 <= -1.236645
PC20 <= 2.091965
PC24 <= 1.154169
PC33 <= 3.745984
PC39 > -1.429097
PC44 <= 0.7250444
PC50 > -0.6666621
PC62 <= 0.4419071
PC65 > -0.7554216
PC75 > -0.1477809
PC84 > -0.7875167
PC88 <= 0.03376502
PC92 > -0.4960203
-> class 0\|3 [0.837]
Rule 28/92: (36.1/5.6, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.5059283
PC46 > 1.972667
-> class 0\|3 [0.826]
Rule 28/93: (10/1.2, lift 9.0)
PC4 > 8.399589
PC18 <= -1.127962
PC33 <= 3.745984
PC81 <= -0.7012362
-> class 0\|3 [0.818]
Rule 28/94: (45.2/13, lift 7.8)
PC2 > 2.5099
PC3 <= -1.506377
PC12 > -0.1022524
PC18 > -1.127962
PC18 <= 0.5059283
PC32 > 0.4774309
PC46 > -1.308755
-> class 0\|3 [0.704]
Rule 28/95: (50.5/16.5, lift 7.3)
PC1 > -0.430681
PC2 > -2.073976
PC10 <= -0.7514341
PC70 > 0.3090008
-> class 0\|3 [0.667]
Rule 28/96: (113.8, lift 17.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC20 > -0.1650496
PC60 > 0.8443592
-> class 1\|0 [0.991]
Rule 28/97: (135.6/0.7, lift 17.4)
PC2 <= 2.5099
PC10 > -0.7514341
PC16 <= -0.71062
PC18 > -0.4061779
PC34 <= -1.254124
PC77 > -0.3257686
PC97 <= 1.050058
-> class 1\|0 [0.987]
Rule 28/98: (73.1/0.6, lift 17.3)
PC3 > 1.640775
PC16 <= -0.8953013
PC24 > 0.8152863
PC65 > -0.1389549
PC99 <= -0.2468884
-> class 1\|0 [0.979]
Rule 28/99: (41.3/0.2, lift 17.1)
PC2 > 2.5099
PC3 > 6.53583
PC26 <= 0.04168434
PC33 <= 0.4427276
PC65 > -0.1389549
PC66 > -0.505701
PC77 <= 0.6559501
PC88 <= -0.2163977
PC92 <= 0.4899847
-> class 1\|0 [0.973]
Rule 28/100: (146/6.4, lift 16.7)
PC2 > 2.5099
PC3 > 6.53583
PC13 > -0.1653859
PC26 <= 0.04168434
PC27 <= 0.4836715
PC51 > 0.234192
PC66 > -0.505701
PC74 <= 0.2981315
PC77 <= 0.6559501
PC92 <= 0.4899847
-> class 1\|0 [0.950]
Rule 28/101: (81.7/3.5, lift 16.7)
PC3 > 0.7432103
PC12 > 2.702868
PC64 > -0.4173216
-> class 1\|0 [0.946]
Rule 28/102: (49.4/2.1, lift 16.6)
PC3 > 0.7432103
PC12 > 0.8543217
PC16 <= 0.8572028
PC62 <= -0.3381267
PC69 > -0.4647739
-> class 1\|0 [0.940]
Rule 28/103: (139.5/8, lift 16.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC63 > 1.696403
PC65 > -0.1389549
PC99 > -0.2468884
-> class 1\|0 [0.936]
Rule 28/104: (15.2/6.3, lift 10.2)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7514341
PC72 > 1.24485
-> class 1\|0 [0.578]
Rule 28/105: (27.4/12.6, lift 9.5)
PC3 > 1.640775
PC16 <= -0.8953013
PC36 <= -1.288884
-> class 1\|0 [0.538]
Rule 28/106: (1378/776.5, lift 7.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7432103
PC10 > -0.7514341
-> class 1\|0 [0.437]
Rule 28/107: (185.9, lift 14.9)
PC2 <= 2.5099
PC3 > 0.7432103
PC12 > 2.702868
PC64 <= -0.4173216
-> class 1\|1 [0.995]
Rule 28/108: (120.7, lift 14.8)
PC1 > -0.430681
PC2 <= 2.5099
PC17 <= -1.582087
PC34 > -1.254124
PC51 <= 0.505841
-> class 1\|1 [0.992]
Rule 28/109: (80.4, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC74 > 0.2981315
PC99 > -0.2468884
-> class 1\|1 [0.988]
Rule 28/110: (68.8/0.7, lift 14.6)
PC1 > 14.58976
PC3 <= 0.7432103
PC9 <= 0.5203298
PC10 > -0.7514341
PC18 > -0.2852878
PC28 <= 0.2567424
PC50 <= 0.5827398
-> class 1\|1 [0.976]
Rule 28/111: (31.1, lift 14.5)
PC3 > 0.5247456
PC3 <= 0.6834592
PC9 > 0.5203298
PC56 > -0.02010515
-> class 1\|1 [0.970]
Rule 28/112: (30.2, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC97 > 1.535991
-> class 1\|1 [0.969]
Rule 28/113: (89.6/1.9, lift 14.5)
PC2 <= 2.5099
PC3 > 0.7432103
PC12 > 0.8543217
PC12 <= 2.702868
PC16 <= 0.8572028
PC34 > -1.254124
PC62 > -0.3381267
PC69 > -0.4647739
PC90 <= 0.5868329
PC94 > -0.3347274
PC96 <= 1.450047
-> class 1\|1 [0.968]
Rule 28/114: (26.7, lift 14.4)
PC1 > -0.430681
PC2 <= -2.073976
PC12 <= -2.467902
PC18 > 0.2041752
-> class 1\|1 [0.965]
Rule 28/115: (27/0.2, lift 14.3)
PC2 <= 2.5099
PC3 > 0.7432103
PC3 <= 0.7816898
PC13 > -0.2238208
PC16 <= 0.8572028
PC66 > -0.06003783
-> class 1\|1 [0.960]
Rule 28/116: (20.6, lift 14.3)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 <= -0.71062
PC34 <= -1.254124
PC97 > 1.050058
-> class 1\|1 [0.956]
Rule 28/117: (118/5.5, lift 14.1)
PC1 > -0.430681
PC3 <= 0.7432103
PC9 > 0.5203298
PC10 > 0.7349702
PC74 > -1.490742
PC78 > -0.2438361
PC98 > -0.3253424
PC99 <= 1.546576
-> class 1\|1 [0.946]
Rule 28/118: (10.7, lift 13.8)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 <= 0.8572028
PC50 <= -0.7975031
PC66 <= -0.06003783
-> class 1\|1 [0.921]
Rule 28/119: (10.3, lift 13.7)
PC1 > -0.430681
PC3 <= 0.7432103
PC9 > 0.5203298
PC10 <= 0.7349702
PC56 > -0.02010515
PC81 <= -0.3918847
-> class 1\|1 [0.919]
Rule 28/120: (8.5, lift 13.5)
PC1 > -0.430681
PC3 > 0.7432103
PC18 <= -0.4061779
PC34 <= -1.254124
-> class 1\|1 [0.905]
Rule 28/121: (10.8/0.6, lift 13.1)
PC1 > 8.817184
PC1 <= 14.58976
PC8 <= 0.5831117
PC10 > -0.7514341
PC18 > -0.2852878
PC19 > -1.80574
PC44 <= 1.254894
-> class 1\|1 [0.876]
Rule 28/122: (39.2/5.3, lift 12.7)
PC1 > -0.430681
PC3 > 0.7432103
PC3 <= 0.8452482
PC10 > -0.7514341
PC66 <= -0.06003783
-> class 1\|1 [0.848]
Rule 28/123: (42.4/6.4, lift 12.5)
PC2 <= 2.5099
PC3 > 0.7432103
PC6 <= 0.8463724
PC16 <= 0.8572028
PC17 > -1.582087
PC72 <= 1.24485
-> class 1\|1 [0.834]
Rule 28/124: (25.6/6.1, lift 11.1)
PC1 > -0.430681
PC3 <= 0.7432103
PC9 > 0.5203298
PC9 <= 0.6331856
PC10 > -0.7514341
PC10 <= 0.7349702
-> class 1\|1 [0.741]
Rule 28/125: (42.1/16.9, lift 8.9)
PC1 > -0.430681
PC3 <= 0.7432103
PC9 > 0.153158
PC9 <= 0.5203298
PC10 > -0.7514341
PC18 > -0.2852878
-> class 1\|1 [0.595]
Rule 28/126: (1266.4/722.8, lift 6.4)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.429]
Rule 28/127: (190.1, lift 16.4)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 > 3.189565
PC12 <= 2.702868
PC16 > 0.8572028
PC65 <= 1.019995
-> class 1\|2 [0.995]
Rule 28/128: (109/0.3, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 <= 0.5203298
PC10 > -0.7514341
PC18 <= -0.2852878
PC23 <= 1.49152
PC38 <= 0.6078058
-> class 1\|2 [0.988]
Rule 28/129: (139.8/1.1, lift 16.2)
PC3 > 0.7432103
PC8 > 2.191673
PC12 <= 2.702868
PC16 > 0.8572028
PC37 > -0.9504825
-> class 1\|2 [0.986]
Rule 28/130: (90.5/0.4, lift 16.2)
PC1 > -0.430681
PC6 > 0.8463724
PC12 <= 0.8543217
PC13 <= -0.2238208
PC16 <= 0.8572028
PC17 > -1.582087
PC66 > -0.06003783
-> class 1\|2 [0.985]
Rule 28/131: (64.8, lift 16.2)
PC3 > 0.7816898
PC6 > 0.8463724
PC10 > -0.7514341
PC12 <= 0.8543217
PC13 > -0.2238208
PC16 <= 0.8572028
PC17 > -1.582087
PC78 > 0.266916
-> class 1\|2 [0.984]
Rule 28/132: (43.9, lift 16.1)
PC3 > 0.7432103
PC16 > 0.8572028
PC35 <= -0.5423597
PC60 > -0.9345402
-> class 1\|2 [0.978]
Rule 28/133: (40.3, lift 16.1)
PC4 <= -1.520835
PC6 > 0.8463724
PC12 <= 0.8543217
PC13 > -0.2238208
PC17 > -1.582087
-> class 1\|2 [0.976]
Rule 28/134: (128.7/3.2, lift 16.0)
PC3 > 0.8452482
PC6 > 0.8463724
PC10 > -0.7514341
PC12 <= 0.8543217
PC16 <= 0.8572028
PC17 > -1.582087
PC50 > -0.7975031
PC66 <= -0.06003783
-> class 1\|2 [0.968]
Rule 28/135: (209.3/6.8, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -1.599951
PC16 > 0.9959877
PC31 <= 0.1854061
PC89 > -0.4480482
-> class 1\|2 [0.963]
Rule 28/136: (21.8, lift 15.8)
PC1 > 14.58976
PC3 <= 0.7432103
PC28 > 0.2567424
-> class 1\|2 [0.958]
Rule 28/137: (19.5, lift 15.7)
PC3 > 0.7432103
PC12 > 0.8543217
PC34 > -1.254124
PC90 <= 0.5868329
PC96 > 1.450047
-> class 1\|2 [0.953]
Rule 28/138: (18, lift 15.7)
PC3 > 0.7432103
PC16 > -0.71062
PC34 <= -1.254124
-> class 1\|2 [0.950]
Rule 28/139: (14.7, lift 15.5)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 <= 0.8572028
PC34 > -1.254124
PC62 > -0.3381267
PC90 > 0.5868329
-> class 1\|2 [0.940]
Rule 28/140: (11.7, lift 15.3)
PC1 > 1.128336
PC2 > 2.5099
PC15 <= -1.599951
-> class 1\|2 [0.927]
Rule 28/141: (46.5/2.7, lift 15.2)
PC2 <= -2.073976
PC10 <= -0.7514341
PC12 <= -2.467902
PC18 <= 0.2041752
-> class 1\|2 [0.924]
Rule 28/142: (90.6/7.7, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.9959877
PC20 > -0.4508424
PC29 > -0.2115736
PC97 <= 1.535991
-> class 1\|2 [0.906]
Rule 28/143: (25.4/1.7, lift 14.9)
PC2 <= 2.5099
PC3 > 0.7432103
PC16 > 0.8572028
PC37 <= -0.9504825
PC100 <= 0.141961
-> class 1\|2 [0.903]
Rule 28/144: (58.1/8.6, lift 13.8)
PC3 > 0.7432103
PC8 <= 2.191673
PC16 > 0.8572028
PC60 <= -0.9345402
PC100 <= 0.141961
-> class 1\|2 [0.840]
Rule 28/145: (564.4/128.6, lift 12.7)
PC3 > 0.7432103
PC12 <= 2.702868
PC16 > 0.8572028
PC17 > -1.582087
PC100 > 0.141961
-> class 1\|2 [0.771]
Rule 28/146: (65.2, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > 0.8572028
PC94 <= -0.8220814
-> class 1\|3 [0.985]
Rule 28/147: (62.6, lift 16.3)
PC2 <= 2.5099
PC3 > 0.7432103
PC9 > -0.5973437
PC16 > 0.8572028
PC65 > 0.5845962
PC72 <= 1.24485
-> class 1\|3 [0.985]
Rule 28/148: (65.1, lift 16.3)
PC1 <= 1.128336
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.599951
PC96 > -4.783025
-> class 1\|3 [0.985]
Rule 28/149: (21.5, lift 15.8)
PC1 > -0.430681
PC2 > -2.073976
PC9 <= -1.926722
PC10 <= -0.7514341
PC70 <= 0.3090008
-> class 1\|3 [0.955]
Rule 28/150: (16.6, lift 15.7)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 <= 3.189565
PC9 <= -0.5973437
PC16 > 0.8572028
PC100 > 0.141961
-> class 1\|3 [0.946]
Rule 28/151: (17.2/0.2, lift 15.6)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 <= 3.189565
PC16 > 0.8572028
PC34 <= -0.7950751
-> class 1\|3 [0.938]
Rule 28/152: (15.3/0.4, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7432103
PC10 > -0.7514341
PC23 <= 1.49152
PC38 > 0.6078058
-> class 1\|3 [0.918]
Rule 28/153: (80.5/6.8, lift 15.0)
PC2 <= 2.5099
PC3 > 0.7432103
PC5 <= 3.189565
PC16 > 0.8572028
PC72 <= 1.24485
PC99 <= -0.8228029
-> class 1\|3 [0.906]
Rule 28/154: (165.2/23.6, lift 14.2)
PC3 > 0.7432103
PC5 <= 3.189565
PC10 > -0.7514341
PC16 > 0.8572028
PC26 <= -0.771329
-> class 1\|3 [0.853]
Rule 28/155: (72.8/17.9, lift 12.4)
PC3 > 1.640775
PC15 > -1.599951
PC16 > 0.9959877
PC89 <= -0.4480482
-> class 1\|3 [0.748]
Rule 28/156: (15.8/5.2, lift 10.8)
PC1 > -0.430681
PC1 <= 14.58976
PC3 <= 0.7432103
PC10 > -0.7514341
PC18 > -0.2852878
PC19 <= -1.80574
PC44 <= 1.254894
-> class 1\|3 [0.654]
Rule 28/157: (4940.6/3838, lift 3.7)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.223]
Rule 28/158: (94.2, lift 12.3)
PC1 > -0.430681
PC3 <= 0.7432103
PC8 > 0.5831117
PC9 <= 0.5203298
PC10 <= 0.007514764
PC62 <= 0.01772991
-> class 2\|0 [0.990]
Rule 28/159: (150.1/0.6, lift 12.3)
PC2 > -8.847698
PC8 > 2.291764
PC12 > -1.72615
PC21 > 1.703343
PC68 > 0.4892768
-> class 2\|0 [0.989]
Rule 28/160: (72.4, lift 12.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > 0.1598658
PC8 > -0.2574542
PC8 <= 2.291764
PC10 <= -0.1738288
PC83 > 0.286226
PC100 <= 0.6077086
-> class 2\|0 [0.987]
Rule 28/161: (76.9/0.6, lift 12.2)
PC1 <= -0.430681
PC8 > 5.257244
PC12 > -1.72615
PC34 <= -0.3501166
-> class 2\|0 [0.980]
Rule 28/162: (199.9/4.8, lift 12.1)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > -1.72615
PC32 > 1.36862
-> class 2\|0 [0.971]
Rule 28/163: (78.6/1.6, lift 12.0)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > -1.72615
PC68 > 0.4892768
PC88 > 0.2267181
-> class 2\|0 [0.967]
Rule 28/164: (457.4/19, lift 11.9)
PC1 <= -0.430681
PC8 > 2.291764
PC10 <= 0.5683248
PC12 > -1.72615
PC17 > -0.2221429
PC42 > -0.3827201
PC60 > -0.05115781
-> class 2\|0 [0.956]
Rule 28/165: (505.4/22.1, lift 11.8)
PC1 <= -0.430681
PC8 > 2.291764
PC10 <= 0.5683248
PC12 > -1.72615
PC20 > -0.4726719
PC42 > -0.3827201
PC60 > -0.05115781
PC75 <= 0.310332
PC85 > -0.8320419
-> class 2\|0 [0.954]
Rule 28/166: (61.8/2.6, lift 11.7)
PC8 > 2.291764
PC10 <= 0.5683248
PC11 > -0.4620082
PC20 > -0.4726719
PC42 <= -0.3827201
PC48 <= 0.2115763
PC60 > -0.05115781
PC61 > -0.631299
-> class 2\|0 [0.943]
Rule 28/167: (10.5, lift 11.4)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > -1.72615
PC60 <= -0.05115781
PC69 > 0.374312
-> class 2\|0 [0.920]
Rule 28/168: (54.4/4.5, lift 11.2)
PC2 <= 2.5099
PC8 > 0.5326868
PC8 <= 2.291764
PC10 > -0.1738288
PC19 <= -0.8201595
PC29 <= 0.3459832
PC44 > 0.4764253
PC46 <= 0.6862471
-> class 2\|0 [0.903]
Rule 28/169: (33.4/3.5, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC10 <= -0.1738288
PC57 > 0.6406411
-> class 2\|0 [0.872]
Rule 28/170: (6.4, lift 10.8)
PC2 <= -8.847698
PC8 > 2.291764
PC60 <= -0.05115781
-> class 2\|0 [0.869]
Rule 28/171: (333/70.9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC10 <= -0.1738288
PC35 > -1.435113
PC68 > -0.3550116
PC91 <= 0.417838
-> class 2\|0 [0.786]
Rule 28/172: (1299.9/769.4, lift 5.1)
PC2 > -2.073976
PC2 <= 2.5099
PC10 <= -0.7514341
-> class 2\|0 [0.408]
Rule 28/173: (90.1, lift 9.8)
PC1 <= -0.430681
PC8 > 2.291764
PC20 > -0.4726719
PC42 <= -0.3827201
PC48 > 0.2115763
-> class 2\|1 [0.989]
Rule 28/174: (62.1, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC10 > 0.5683248
PC60 > -0.05115781
-> class 2\|1 [0.984]
Rule 28/175: (196.3/2.6, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -1.72615
-> class 2\|1 [0.982]
Rule 28/176: (51.3, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC17 > -0.2221429
PC28 > 0.08905473
PC60 > -0.05115781
PC75 > 0.310332
-> class 2\|1 [0.980]
Rule 28/177: (48.7, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC17 <= -0.2221429
PC75 > 0.310332
-> class 2\|1 [0.979]
Rule 28/178: (39.2, lift 9.6)
PC1 > -0.430681
PC3 <= 0.7432103
PC8 > 0.5831117
PC9 <= 0.5203298
PC10 > 0.007514764
PC18 > -0.2852878
-> class 2\|1 [0.976]
Rule 28/179: (35.5, lift 9.6)
PC8 > -0.2574542
PC8 <= 2.291764
PC21 > 2.607432
PC62 > -1.285304
PC63 > -0.3043147
-> class 2\|1 [0.973]
Rule 28/180: (34.3, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC42 <= -0.3827201
PC60 > -0.05115781
PC61 <= -0.631299
PC85 > -0.8320419
-> class 2\|1 [0.972]
Rule 28/181: (33.1, lift 9.6)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.4620082
PC42 <= -0.3827201
-> class 2\|1 [0.971]
Rule 28/182: (80/2.5, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC10 <= -0.04945722
PC73 <= -1.355258
-> class 2\|1 [0.957]
Rule 28/183: (54.3/2.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC37 <= -0.893113
-> class 2\|1 [0.945]
Rule 28/184: (333.2/17.4, lift 9.3)
PC1 <= -0.430681
PC2 > -8.847698
PC8 > 2.291764
PC21 <= 1.703343
PC34 > -0.3501166
PC60 <= -0.05115781
PC69 <= 0.374312
PC88 <= 0.2267181
-> class 2\|1 [0.945]
Rule 28/185: (30.8/1.2, lift 9.2)
PC1 > -0.430681
PC1 <= 14.58976
PC3 <= 0.7432103
PC8 > 0.5831117
PC9 <= 0.153158
PC62 > 0.01772991
-> class 2\|1 [0.934]
Rule 28/186: (468.3/37.3, lift 9.1)
PC1 <= -0.430681
PC2 > -8.847698
PC8 > 2.291764
PC8 <= 5.257244
PC32 <= 1.36862
PC60 <= -0.05115781
PC69 <= 0.374312
-> class 2\|1 [0.919]
Rule 28/187: (14.1/0.8, lift 8.8)
PC1 <= -0.430681
PC8 > 2.291764
PC60 > -0.05115781
PC85 <= -0.8320419
-> class 2\|1 [0.889]
Rule 28/188: (38.7/5.1, lift 8.4)
PC1 > -0.430681
PC1 <= 14.58976
PC2 <= 2.5099
PC8 <= 0.5831117
PC9 <= 0.5203298
PC10 > -0.7514341
PC44 > 1.254894
-> class 2\|1 [0.851]
Rule 28/189: (8.6/0.6, lift 8.4)
PC1 <= -0.430681
PC8 > 2.291764
PC20 <= -0.4726719
PC60 > -0.05115781
-> class 2\|1 [0.848]
Rule 28/190: (39.9/6.9, lift 8.0)
PC2 <= -9.022285
PC8 <= -0.2574542
-> class 2\|1 [0.811]
Rule 28/191: (55.2/10.7, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC12 > 4.369685
PC73 <= -1.355258
-> class 2\|1 [0.796]
Rule 28/192: (1816.7/844.1, lift 5.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
-> class 2\|1 [0.535]
Rule 28/193: (227.1, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC12 <= -1.100775
PC16 <= 1.734343
PC19 > -3.647172
PC37 > -0.801118
PC57 <= -0.100883
PC60 <= -0.02762962
-> class 2\|2 [0.996]
Rule 28/194: (103.4, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC17 <= 0.5492198
PC24 > 0.6342371
PC57 <= 0.3883328
PC94 <= -0.3086235
-> class 2\|2 [0.991]
Rule 28/195: (78.8, lift 11.5)
PC1 <= -0.430681
PC8 > -0.2574542
PC8 <= 1.768798
PC10 > -0.1738288
PC12 <= -2.779273
PC21 <= 2.607432
PC32 <= 1.077431
PC44 <= 0.4764253
-> class 2\|2 [0.987]
Rule 28/196: (88.6/0.4, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC9 > -1.755948
PC23 > 0.8411557
PC45 > -0.04810669
PC45 <= 0.3823274
PC51 <= 0.3369295
PC63 > -0.3043147
PC71 <= -0.2226929
PC91 > -0.1514377
-> class 2\|2 [0.985]
Rule 28/197: (62.6, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 2.291764
PC23 <= 2.13056
PC32 <= 1.077431
PC44 <= 0.4764253
PC45 > -0.04810669
PC56 > 0.675958
PC59 > -0.6592996
PC65 > -0.6522989
PC66 <= 0.583456
PC91 > -0.1514377
PC95 <= 0.3901779
-> class 2\|2 [0.984]
Rule 28/198: (57.8, lift 11.5)
PC1 <= -0.430681
PC8 > -0.2574542
PC8 <= 2.291764
PC19 > 2.666939
PC23 <= 0.8411557
PC44 <= 0.4764253
PC63 > -0.3043147
PC97 <= -0.03484026
-> class 2\|2 [0.983]
Rule 28/199: (49.5, lift 11.5)
PC1 > -0.430681
PC1 <= 8.817184
PC3 <= 0.7432103
PC8 <= 0.5831117
PC9 <= 0.153158
PC10 > -0.7514341
PC14 <= 0.5714325
PC18 > -0.2852878
PC19 > -1.80574
PC31 <= 0.4876475
PC44 <= 1.254894
PC60 <= -0.6035717
PC97 <= 1.238189
-> class 2\|2 [0.981]
Rule 28/200: (71.7/0.6, lift 11.4)
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC23 > 0.8411557
PC24 <= 1.540841
PC32 <= 1.077431
PC44 <= 0.4764253
PC45 > -0.04810669
PC61 > 0.3505862
PC63 > -0.3043147
-> class 2\|2 [0.979]
Rule 28/201: (40.8, lift 11.4)
PC1 <= -0.430681
PC8 > -0.2574542
PC19 > 3.37187
PC44 <= 0.4764253
PC45 > -0.04810669
-> class 2\|2 [0.977]
Rule 28/202: (35.1, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.350524
PC8 <= -0.2574542
PC10 <= 0.6503604
PC19 > -3.647172
PC28 <= 0.008215462
PC67 > 0.4946131
PC73 > -1.355258
-> class 2\|2 [0.973]
Rule 28/203: (39/0.3, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC44 <= 0.4764253
PC45 > -0.04810669
PC63 > -0.3043147
PC86 <= -0.5218899
-> class 2\|2 [0.969]
Rule 28/204: (31.6, lift 11.3)
PC1 <= -0.430681
PC6 > -2.329443
PC12 > 2.889639
PC32 <= 1.077431
PC44 <= 0.4764253
PC45 > -0.04810669
PC45 <= 0.3823274
PC59 > -0.6592996
PC63 > -0.3043147
PC63 <= 0.4037953
PC91 > -0.1514377
PC95 <= 0.3901779
-> class 2\|2 [0.969]
Rule 28/205: (77.8/1.5, lift 11.3)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC32 <= 1.947536
PC33 <= -0.4139605
PC45 > -0.175928
PC57 > -0.100883
PC73 > -1.355258
PC79 <= 0.5376816
PC98 > -0.4782737
-> class 2\|2 [0.969]
Rule 28/206: (29.3, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC44 <= 0.4764253
PC45 > -0.04810669
PC65 <= -0.6522989
-> class 2\|2 [0.967]
Rule 28/207: (246.8/7.2, lift 11.3)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC6 <= 1.580282
PC8 > -3.145528
PC8 <= -0.2574542
PC11 > -2.501196
PC15 > -2.104069
PC24 > -0.7111888
PC28 > -0.1282357
PC32 <= 1.947536
PC45 <= 0.3222792
PC53 <= 2.107413
PC57 <= -0.100883
PC60 <= -0.02762962
PC76 <= 0.6378464
-> class 2\|2 [0.967]
Rule 28/208: (208.3/6.5, lift 11.3)
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC19 > -3.647172
PC33 > -0.4139605
PC39 > -0.6067213
PC51 > -0.2388444
PC55 > -0.5888073
PC68 <= -0.8119464
PC78 > -0.1881059
PC81 <= 0.6304653
-> class 2\|2 [0.965]
Rule 28/209: (20.2, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 0.5326868
PC10 > -0.1738288
PC28 <= 0.1095078
PC44 > 0.4764253
PC67 > 0.2133587
-> class 2\|2 [0.955]
Rule 28/210: (39.2/0.9, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC23 > 2.13056
PC32 <= 1.077431
-> class 2\|2 [0.954]
Rule 28/211: (57.4/1.8, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC32 <= 1.077431
PC44 <= 0.4764253
PC59 > -0.6592996
PC63 > -0.3043147
PC95 > 0.3901779
-> class 2\|2 [0.953]
Rule 28/212: (22.6/0.2, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.350524
PC8 <= -0.2574542
PC10 > 0.6503604
PC28 <= 0.008215462
PC33 > -0.4139605
PC47 > -0.8644236
PC57 > -0.100883
PC68 > -0.8119464
-> class 2\|2 [0.951]
Rule 28/213: (36.2/0.9, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.350524
PC8 <= -0.2574542
PC17 <= 0.5492198
PC33 > -0.4139605
PC47 > -0.8644236
PC49 <= -0.4523354
PC73 > -1.355258
-> class 2\|2 [0.951]
Rule 28/214: (134.6/5.9, lift 11.1)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.350524
PC8 <= -0.2574542
PC15 <= 3.661684
PC19 > -3.647172
PC28 > 0.008215462
PC29 <= 0.2792483
PC33 > -0.4139605
PC47 > -0.8644236
PC68 > -0.8119464
PC69 > -0.2803498
-> class 2\|2 [0.950]
Rule 28/215: (30.2/0.9, lift 11.0)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -1.350524
PC27 <= -0.2334193
PC57 > -0.100883
PC64 > 0.5747154
PC81 <= 0.6304653
-> class 2\|2 [0.942]
Rule 28/216: (13.8, lift 10.9)
PC8 > -3.145528
PC8 <= -1.350524
PC19 > 3.509839
PC57 <= 0.3883328
PC68 > -0.8119464
PC94 <= -0.3086235
-> class 2\|2 [0.937]
Rule 28/217: (67.5/3.8, lift 10.9)
PC1 <= -0.430681
PC8 > -0.2574542
PC11 <= -2.363616
PC44 <= 0.4764253
PC45 > -0.04810669
PC62 > -1.285304
-> class 2\|2 [0.931]
Rule 28/218: (57.2/3.1, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 <= 2.291764
PC10 > -0.1738288
PC23 <= 2.13056
PC32 <= 1.077431
PC45 > -0.04810669
PC59 > -0.6592996
PC63 > 0.4037953
PC66 <= 0.583456
PC91 > -0.1514377
-> class 2\|2 [0.930]
Rule 28/219: (95.7/6.5, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -0.04230507
PC8 > -1.350524
PC8 <= -0.2574542
PC29 <= 0.2792483
PC33 > -0.4139605
PC47 > -0.8644236
PC57 > -0.100883
PC63 > 0.05751005
PC69 > -0.2803498
PC73 > -1.355258
-> class 2\|2 [0.923]
Rule 28/220: (28.4/1.3, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.145528
PC27 > -0.2334193
PC29 <= 0.2792483
PC32 <= 1.947536
PC33 > -0.4139605
PC69 > -0.2803498
PC77 <= 2.10622
PC84 <= -0.4951016
PC94 <= -0.3086235
-> class 2\|2 [0.923]
Rule 28/221: (60/3.9, lift 10.8)
PC2 <= 2.5099
PC8 <= -0.2574542
PC10 > -0.04945722
PC12 <= 4.369685
PC57 <= 2.443888
PC73 <= -1.355258
-> class 2\|2 [0.921]
Rule 28/222: (10, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -1.350524
PC27 <= -0.2334193
PC38 > 0.6579186
PC81 <= 0.6304653
-> class 2\|2 [0.916]
Rule 28/223: (67.9/5.4, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2574542
PC46 > 0.413817
PC60 <= -0.7855141
PC73 > -1.355258
-> class 2\|2 [0.908]
Rule 28/224: (13.7/0.5, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC29 <= -0.1367583
PC32 <= 1.077431
PC45 > -0.04810669
-> class 2\|2 [0.903]
Rule 28/225: (7.9, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.350524
PC8 <= -0.2574542
PC17 <= 0.5492198
PC32 > 1.203356
PC33 > -0.4139605
PC73 > -1.355258
-> class 2\|2 [0.899]
Rule 28/226: (12.9/0.6, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC23 <= 0.8411557
PC24 > 0.2116383
PC44 <= 0.4764253
PC63 > -0.3043147
PC91 > -0.04416095
PC94 <= 0.3971989
PC95 <= 0.3901779
PC97 <= -0.03484026
-> class 2\|2 [0.893]
Rule 28/227: (227.2/27.2, lift 10.2)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC11 > -0.6155272
PC16 <= 1.734343
PC28 > -0.1282357
PC32 <= 1.947536
PC57 <= -0.100883
PC97 <= 1.675995
-> class 2\|2 [0.877]
Rule 28/228: (53.7/6.2, lift 10.2)
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC32 <= 1.077431
PC44 <= 0.4764253
PC59 > -0.6592996
PC62 > -1.285304
PC66 > 0.583456
PC90 <= 0.6792846
-> class 2\|2 [0.871]
Rule 28/229: (77.9/9.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -2.329443
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC29 > -0.1367583
PC44 <= 0.4764253
PC45 <= 0.3823274
PC63 > -0.3043147
PC91 > -0.1514377
PC91 <= -0.04416095
PC94 <= 0.3971989
PC97 <= -0.03484026
-> class 2\|2 [0.869]
Rule 28/230: (18.7/2.8, lift 9.6)
PC8 <= -3.145528
PC36 > 0.4058869
PC74 > -0.8009616
PC76 <= 0.4850297
PC98 > 0.4520667
-> class 2\|2 [0.818]
Rule 28/231: (49.7/10.6, lift 9.1)
PC1 <= -0.430681
PC8 > -3.145528
PC8 <= -1.350524
PC17 <= 0.5492198
PC27 <= -0.2334193
PC29 <= 0.2792483
PC33 > -0.4139605
PC57 > -0.100883
PC67 > 0.01372455
PC73 > -1.355258
PC77 <= 2.10622
-> class 2\|2 [0.775]
Rule 28/232: (38.1/14.1, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC24 <= 1.540841
PC44 <= 0.4764253
PC59 > -0.6592996
PC62 <= -1.285304
PC63 > -0.3043147
-> class 2\|2 [0.624]
Rule 28/233: (101, lift 8.4)
PC1 <= -0.430681
PC8 <= -3.145528
PC44 <= 0.9374329
PC45 > 0.1517099
-> class 2\|3 [0.990]
Rule 28/234: (79.3, lift 8.4)
PC1 <= -0.430681
PC8 <= -3.145528
PC31 > 1.244208
PC39 <= 0.2162909
-> class 2\|3 [0.988]
Rule 28/235: (75.2, lift 8.4)
PC1 <= -0.430681
PC8 <= -3.145528
PC18 > -0.2926225
PC44 <= 0.9374329
PC76 <= 0.4850297
PC81 > 0.1970241
PC100 <= 0.3804127
-> class 2\|3 [0.987]
Rule 28/236: (69.1, lift 8.4)
PC1 > -0.430681
PC2 <= -2.073976
PC10 <= -0.7514341
PC12 > -2.467902
PC43 <= -0.1397224
PC84 > -0.7119491
-> class 2\|3 [0.986]
Rule 28/237: (57.2, lift 8.4)
PC1 > -0.430681
PC1 <= 8.817184
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 <= 0.5831117
PC9 <= 0.153158
PC10 > -0.7514341
PC19 > -1.80574
PC43 <= 0.514162
PC60 > -0.6035717
-> class 2\|3 [0.983]
Rule 28/238: (47, lift 8.3)
PC1 <= 14.58976
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 <= 0.5203298
PC43 <= 0.514162
PC97 > 1.238189
-> class 2\|3 [0.979]
Rule 28/239: (461.3/9, lift 8.3)
PC1 <= -0.430681
PC8 > -3.145528
PC8 <= -1.350524
PC17 <= 0.5492198
PC27 > -0.2334193
PC33 > -0.4139605
PC45 <= 0.4335379
PC57 > -0.100883
PC68 > -0.8119464
PC69 > -0.2803498
PC94 > -0.3086235
-> class 2\|3 [0.978]
Rule 28/240: (33.6, lift 8.3)
PC1 > -0.430681
PC1 <= 8.817184
PC3 <= 0.7432103
PC8 <= 0.5831117
PC10 > -0.7514341
PC14 > 0.5714325
PC19 > -1.80574
PC43 <= 0.514162
-> class 2\|3 [0.972]
Rule 28/241: (94.7/3.4, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC16 > 1.734343
PC73 > -1.355258
PC97 <= 1.675995
-> class 2\|3 [0.955]
Rule 28/242: (84.7/3.2, lift 8.1)
PC2 <= 2.5099
PC8 <= -3.145528
PC36 <= 0.4058869
PC41 > -0.4428328
PC46 <= 0.413817
PC98 > 0.4520667
-> class 2\|3 [0.951]
Rule 28/243: (16.1, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC10 > -0.1738288
PC11 <= 0.708196
PC44 <= 0.4764253
PC63 <= -0.3043147
-> class 2\|3 [0.945]
Rule 28/244: (15.5, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC24 > 1.540841
-> class 2\|3 [0.943]
Rule 28/245: (13.1, lift 8.0)
PC1 <= -0.430681
PC6 > 1.580282
PC8 <= -0.2574542
PC12 > -1.100775
PC32 <= 1.947536
PC45 <= 0.3222792
-> class 2\|3 [0.934]
Rule 28/246: (30.3/1.9, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC10 <= -0.1738288
PC35 <= -1.435113
-> class 2\|3 [0.911]
Rule 28/247: (8.5, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 2.291764
PC29 > 0.3459832
PC44 > 0.4764253
-> class 2\|3 [0.898]
Rule 28/248: (83.9/11.3, lift 7.3)
PC1 > -0.430681
PC2 <= -2.073976
PC10 <= -0.7514341
PC12 > -2.467902
PC17 > 0.4119096
PC71 <= -0.10524
-> class 2\|3 [0.857]
Rule 28/249: (49.6/7.9, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2574542
PC8 <= 0.5326868
PC28 <= 0.1095078
PC37 > -0.893113
PC44 > 0.4764253
PC67 <= 0.2133587
-> class 2\|3 [0.827]
Rule 28/250: (3964.6/1911.2, lift 4.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2574542
-> class 2\|3 [0.518]
Rule 28/251: (115.2, lift 22.6)
PC2 <= 2.5099
PC8 <= -3.145528
PC27 > 0.02228288
PC31 <= 1.244208
PC41 <= 0.09447951
PC43 > -0.2702033
PC46 <= 0.413817
PC47 > -0.3377062
PC52 <= 0.07999884
PC62 <= 0.9118405
PC74 > -0.8009616
PC81 <= 0.06971355
PC85 > 0.07185512
PC93 <= 0.4453863
PC98 <= 0.4520667
-> class 2\|4 [0.991]
Rule 28/252: (146.7/0.7, lift 22.5)
PC2 <= 2.5099
PC8 <= -3.145528
PC18 <= -0.2926225
PC23 <= 2.379988
PC26 <= 3.239936
PC45 <= 0.1517099
PC46 <= 0.413817
PC75 <= 0.429649
PC76 <= 0.4850297
PC94 <= 0.7654349
-> class 2\|4 [0.989]
Rule 28/253: (123.6/0.5, lift 22.5)
PC8 <= -3.145528
PC23 <= 2.379988
PC27 <= 0.02228288
PC45 <= 0.1517099
PC62 <= -0.5797458
PC76 <= 0.4850297
PC94 <= 0.7654349
PC98 <= 0.4520667
-> class 2\|4 [0.988]
Rule 28/254: (45.8, lift 22.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC45 > 0.4335379
PC97 <= -0.1509848
-> class 2\|4 [0.979]
Rule 28/255: (235.7/4, lift 22.3)
PC2 <= 2.5099
PC8 <= -3.145528
PC23 <= 2.379988
PC26 <= 3.239936
PC41 <= 0.09447951
PC45 <= 0.1517099
PC46 <= 0.413817
PC47 <= -0.3377062
PC49 <= 0.1867856
PC76 <= 0.4850297
PC81 <= 0.1970241
PC94 <= 0.7654349
PC98 <= 0.4520667
-> class 2\|4 [0.979]
Rule 28/256: (122.3/3.1, lift 22.1)
PC8 <= -3.145528
PC31 <= 1.244208
PC44 > 0.9374329
PC46 <= 0.413817
PC56 > -1.572737
PC74 > -0.8009616
PC76 <= 0.4850297
PC98 <= 0.4520667
-> class 2\|4 [0.967]
Rule 28/257: (97/2.6, lift 22.0)
PC1 <= -0.430681
PC8 <= -0.2574542
PC9 <= -5.05894
PC26 <= 3.239936
PC74 > -0.8009616
PC75 <= 0.429649
PC93 <= 0.4453863
-> class 2\|4 [0.963]
Rule 28/258: (178.3/6.6, lift 21.8)
PC1 <= -0.430681
PC8 <= -3.145528
PC31 <= 1.244208
PC56 > -1.572737
PC74 > -0.8009616
PC76 <= 0.4850297
PC84 > -0.2814895
PC98 <= 0.4520667
PC100 > 0.3804127
-> class 2\|4 [0.958]
Rule 28/259: (27.1/0.9, lift 21.3)
PC8 <= -3.145528
PC36 <= 0.4058869
PC41 <= -0.4428328
PC46 <= 0.413817
PC73 > -1.355258
PC76 <= 0.4850297
PC98 > 0.4520667
-> class 2\|4 [0.934]
Rule 28/260: (55.3/3.2, lift 21.1)
PC1 > -0.430681
PC2 <= -2.073976
PC10 <= -0.7514341
PC12 > -2.467902
PC43 > -0.1397224
PC71 > -0.10524
-> class 2\|4 [0.927]
Rule 28/261: (11.4, lift 21.1)
PC1 <= -0.430681
PC8 <= -3.145528
PC46 <= 0.413817
PC56 > -1.572737
PC85 > 1.810729
-> class 2\|4 [0.925]
Rule 28/262: (44.5/3.3, lift 20.7)
PC1 <= -0.430681
PC8 <= -3.145528
PC44 > 2.31718
PC56 > -1.572737
PC74 > -0.8009616
-> class 2\|4 [0.908]
Rule 28/263: (5.4, lift 19.7)
PC2 <= 2.5099
PC8 <= -3.145528
PC59 > 0.2421495
PC73 > -1.355258
PC74 <= -0.8009616
-> class 2\|4 [0.864]
Rule 28/264: (80.4/11.5, lift 19.3)
PC1 <= -0.430681
PC8 <= -0.2574542
PC19 <= -3.647172
PC63 <= -0.2927086
-> class 2\|4 [0.848]
Rule 28/265: (11.9/1.3, lift 19.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2574542
PC45 <= 0.4335379
PC57 <= -0.100883
PC73 > -1.355258
PC97 > 1.675995
-> class 2\|4 [0.838]
Rule 28/266: (33.2/5.8, lift 18.4)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC12 > 0.2930036
PC29 > 0.2792483
PC69 > -0.2803498
PC81 <= 0.6304653
-> class 2\|4 [0.806]
Rule 28/267: (31.3/9.4, lift 15.7)
PC1 > -0.430681
PC1 <= 8.817184
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 <= 0.5831117
PC9 <= 0.153158
PC43 > 0.514162
PC44 <= 1.254894
-> class 2\|4 [0.688]
Rule 28/268: (30.8/10.7, lift 14.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.145528
PC8 <= -0.2574542
PC19 > -3.647172
PC32 > 1.947536
PC45 <= 0.4335379
PC73 > -1.355258
-> class 2\|4 [0.644]
Rule 28/269: (16.3/6.8, lift 13.1)
PC8 > -3.145528
PC8 <= -1.350524
PC27 > -0.2334193
PC33 > -0.4139605
PC57 > -0.100883
PC65 > 0.9432499
PC68 > -0.8119464
PC73 > -1.355258
-> class 2\|4 [0.575]
Default class: 2\|1
----- Trial 29: -----
Rules:
Rule 29/1: (243/1.3, lift 15.9)
PC5 <= 1.6919
PC13 <= 7.506931
PC18 > 2.052136
PC19 > -0.3125989
PC25 <= 0.7820565
PC48 > -0.6094309
PC53 <= -1.055398
-> class 0\|0 [0.991]
Rule 29/2: (90.8/0.1, lift 15.9)
PC13 <= 7.506931
PC18 > 2.052136
PC19 > -0.3125989
PC28 <= 3.252207
PC45 <= 1.319403
PC55 > -0.3992188
PC58 <= 2.526783
PC77 <= -0.4512687
PC91 <= 3.159646
-> class 0\|0 [0.988]
Rule 29/3: (78.2, lift 15.9)
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 2.052136
PC28 <= 3.252207
PC45 <= 1.319403
PC54 > -1.095759
PC55 > -0.3992188
PC85 <= 2.546556
PC95 > 0.6322361
-> class 0\|0 [0.987]
Rule 29/4: (109/1.3, lift 15.8)
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 2.052136
PC37 <= 2.17147
PC54 <= -1.095759
PC55 > -0.3992188
PC91 <= 3.159646
-> class 0\|0 [0.980]
Rule 29/5: (47.2/0.8, lift 15.5)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 2.372984
PC13 <= -0.3155258
PC18 > -0.4683644
PC18 <= 2.052136
PC47 <= -0.9183904
-> class 0\|0 [0.963]
Rule 29/6: (53.2/1.7, lift 15.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.4606963
PC18 > -0.4683644
PC47 > -0.9183904
PC48 > 0.360111
PC87 <= 0.1066178
-> class 0\|0 [0.951]
Rule 29/7: (24/0.3, lift 15.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.4606963
PC24 > 2.320164
PC90 > -1.759266
-> class 0\|0 [0.950]
Rule 29/8: (55.1/3, lift 15.0)
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 2.052136
PC37 <= 2.17147
PC55 > -0.3992188
PC78 > 0.9895724
PC85 <= 2.546556
-> class 0\|0 [0.931]
Rule 29/9: (360.1/29, lift 14.8)
PC5 <= 1.6919
PC7 > -0.9646559
PC10 > -7.567951
PC13 > -2.624836
PC13 <= 1.043398
PC16 > -1.229006
PC18 > 2.052136
PC25 <= 0.7820565
PC45 <= 1.319403
PC48 > -0.6094309
PC54 <= 1.171919
PC55 > -0.3992188
PC68 > -0.1623678
PC99 > -0.1048695
-> class 0\|0 [0.917]
Rule 29/10: (130/23.6, lift 13.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1822112
PC13 <= 1.698335
PC18 > -0.4683644
-> class 0\|0 [0.814]
Rule 29/11: (25.3/4.3, lift 13.0)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1932295
PC13 <= 1.698335
PC14 > 0.4606963
PC18 > -0.4683644
PC18 <= 2.052136
PC19 <= -0.1306577
PC87 <= 0.1066178
-> class 0\|0 [0.806]
Rule 29/12: (779/202.2, lift 11.9)
PC12 > -2.032964
PC13 <= -0.6545345
PC18 > 2.052136
PC28 <= 3.252207
PC37 <= 2.17147
PC43 <= 0.9013982
PC55 > -0.3992188
PC73 > -3.262554
PC85 <= 2.546556
PC91 <= 3.159646
-> class 0\|0 [0.740]
Rule 29/13: (105.7/36, lift 10.6)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.506931
PC18 > -0.4683644
PC40 > 2.841514
PC85 <= 2.546556
-> class 0\|0 [0.656]
Rule 29/14: (219.4, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1822112
PC14 <= 0.4606963
PC18 > -0.4683644
PC18 <= 2.052136
PC22 > -0.9211246
PC40 <= 2.841514
PC43 <= 0.4523694
PC47 > -0.9183904
PC55 > -0.3779121
PC85 <= 0.06733282
PC86 <= 4.013646
PC90 > -1.759266
-> class 0\|1 [0.995]
Rule 29/15: (156.3, lift 12.6)
PC2 > 2.5099
PC6 <= 0.1822112
PC8 > -0.1932295
PC13 <= 1.698335
PC14 > 0.4606963
PC18 > -0.4683644
PC18 <= 2.052136
PC87 > 0.1066178
-> class 0\|1 [0.994]
Rule 29/16: (141.8, lift 12.5)
PC2 > 2.5099
PC6 <= 0.1822112
PC13 <= 1.698335
PC14 > -1.071559
PC18 > -0.4683644
PC18 <= 2.052136
PC20 <= -1.05421
PC40 <= 2.841514
PC43 <= 0.4523694
PC55 > -0.3779121
PC85 <= 2.546556
PC90 > -1.759266
-> class 0\|1 [0.993]
Rule 29/17: (95.4/0.2, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1822112
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.033548
PC47 > -0.9183904
PC78 > 0.06980622
PC85 > 0.06733282
PC92 <= 0.07917529
-> class 0\|1 [0.988]
Rule 29/18: (84.2, lift 12.5)
PC2 > 2.5099
PC13 <= 7.506931
PC18 > 2.052136
PC28 <= 3.252207
PC32 <= 0.8154566
PC55 <= -0.4046857
PC60 > -1.360307
-> class 0\|1 [0.988]
Rule 29/19: (190.9/2.1, lift 12.4)
PC3 <= 1.640775
PC14 > -1.071559
PC14 <= 0.4606963
PC18 > 1.033548
PC18 <= 2.052136
PC21 <= 0.5762501
PC40 <= 2.841514
PC42 <= 1.576579
PC55 > -0.3779121
PC85 <= 2.546556
PC90 > -1.759266
-> class 0\|1 [0.984]
Rule 29/20: (48.4/0.1, lift 12.4)
PC3 <= 1.640775
PC13 > -2.624836
PC18 > -0.4683644
PC25 <= 0.7820565
PC29 <= -1.240475
PC43 <= 0.9013982
PC45 <= 1.319403
PC53 > -1.055398
PC55 > -0.3992188
PC91 <= 3.159646
PC99 <= -0.1048695
-> class 0\|1 [0.978]
Rule 29/21: (42.4, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -2.624836
PC13 <= 7.506931
PC16 > -1.229006
PC18 > -0.4683644
PC25 <= 0.7820565
PC43 <= 0.9013982
PC45 <= 1.319403
PC48 > -0.6094309
PC53 > -1.055398
PC54 > -1.095759
PC86 <= -0.4096343
PC99 <= -0.1048695
-> class 0\|1 [0.977]
Rule 29/22: (50.2/0.3, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC14 <= -0.3790054
PC18 > -0.4683644
PC43 <= 1.815307
PC54 > -1.095759
PC68 > -0.5711414
PC68 <= -0.1623678
PC77 > -0.4512687
PC86 <= 4.013646
PC99 > -0.1048695
-> class 0\|1 [0.975]
Rule 29/23: (196.7/4.5, lift 12.3)
PC2 > 2.5099
PC6 <= 0.1822112
PC8 > -0.1932295
PC13 <= 1.698335
PC14 > 0.4606963
PC18 > -0.4683644
PC18 <= 2.052136
PC19 > -0.1306577
PC24 <= 2.320164
PC48 <= 0.360111
PC90 > -1.759266
-> class 0\|1 [0.972]
Rule 29/24: (74.2/1.2, lift 12.3)
PC13 > -0.6545345
PC13 <= 7.506931
PC18 > 2.052136
PC45 > 1.319403
PC73 > -3.262554
PC78 <= 0.9895724
-> class 0\|1 [0.972]
Rule 29/25: (33.5, lift 12.3)
PC2 > 2.5099
PC12 > -2.032964
PC18 > 2.052136
PC53 > 1.686158
PC54 > -1.095759
-> class 0\|1 [0.970]
Rule 29/26: (29.5, lift 12.2)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 2.052136
PC91 > 3.159646
-> class 0\|1 [0.968]
Rule 29/27: (134.2/3.8, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1822112
PC12 > -2.032964
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.033548
PC34 > 0.3673071
PC47 <= 0.6867923
PC90 > -1.759266
PC92 <= 0.07917529
-> class 0\|1 [0.965]
Rule 29/28: (23, lift 12.1)
PC5 <= 1.6919
PC13 <= 7.506931
PC16 > -1.229006
PC18 > 2.052136
PC41 > 0.08692545
PC53 > -1.055398
PC95 <= 0.6322361
PC99 <= -0.1048695
-> class 0\|1 [0.960]
Rule 29/29: (45.3/1.2, lift 12.0)
PC5 <= 1.6919
PC13 > 1.043398
PC13 <= 7.506931
PC18 > 2.052136
PC45 <= 1.319403
PC53 > -1.055398
PC54 > -1.095759
PC77 > -0.4512687
-> class 0\|1 [0.954]
Rule 29/30: (17.5, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC13 <= 7.506931
PC18 > -0.4683644
PC19 <= -0.3125989
PC43 <= 0.9013982
-> class 0\|1 [0.949]
Rule 29/31: (79.3/3.1, lift 12.0)
PC11 > -0.04040956
PC13 <= -2.624836
PC16 > -1.08999
PC18 > 2.052136
PC54 > -1.095759
PC73 > -3.262554
PC77 > -0.4512687
PC85 <= 2.546556
PC95 <= 0.6322361
-> class 0\|1 [0.949]
Rule 29/32: (25.5/0.7, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -2.624836
PC13 <= 7.506931
PC18 > -0.4683644
PC48 <= -0.6094309
PC55 > -0.3992188
PC77 > -0.4512687
PC91 <= 3.159646
PC95 <= 0.6322361
-> class 0\|1 [0.940]
Rule 29/33: (11.6, lift 11.7)
PC10 <= -7.567951
PC18 > -0.4683644
PC43 <= 0.9013982
PC95 <= 0.6322361
-> class 0\|1 [0.927]
Rule 29/34: (19.2/0.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC97 <= -6.190364
-> class 0\|1 [0.924]
Rule 29/35: (39/3.2, lift 11.3)
PC13 <= 7.506931
PC18 > 2.052136
PC48 > -0.6094309
PC53 > -1.055398
PC54 > 1.171919
PC73 > -3.262554
PC85 <= 2.546556
PC95 <= 0.6322361
-> class 0\|1 [0.897]
Rule 29/36: (166.7/17.5, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.1553605
PC15 > -0.05787285
PC18 <= -0.4683644
PC19 <= 0.3461967
PC55 > 0.1673479
PC83 <= 0.009705628
-> class 0\|1 [0.890]
Rule 29/37: (87.1/9.2, lift 11.2)
PC2 > 2.5099
PC7 <= -0.9646559
PC18 > 2.052136
PC54 > -1.095759
PC77 > -0.4512687
-> class 0\|1 [0.885]
Rule 29/38: (69.8/8.8, lift 10.9)
PC13 <= 7.506931
PC18 > 2.052136
PC25 > 0.7820565
PC77 > -0.4512687
PC95 <= 0.6322361
-> class 0\|1 [0.863]
Rule 29/39: (4.5, lift 10.7)
PC13 > 7.506931
PC15 > 0.920364
PC40 > 1.007824
-> class 0\|1 [0.847]
Rule 29/40: (50.4/7.9, lift 10.5)
PC13 > 7.506931
PC18 > 3.718587
PC20 > -3.980935
PC28 <= 2.931851
-> class 0\|1 [0.830]
Rule 29/41: (45.3/9.2, lift 9.9)
PC5 <= 1.6919
PC13 > -2.624836
PC13 <= 1.043398
PC16 <= -1.229006
PC18 > 2.052136
PC53 > -1.055398
PC54 > -1.095759
PC95 <= 0.6322361
-> class 0\|1 [0.784]
Rule 29/42: (46.2/11.7, lift 9.3)
PC5 > 1.6919
PC13 > -2.624836
PC13 <= 7.506931
PC18 > 2.052136
PC19 > -0.3125989
PC25 <= 0.7820565
PC45 <= 1.319403
PC48 > -0.6094309
PC55 > -0.3992188
PC95 <= 0.6322361
-> class 0\|1 [0.737]
Rule 29/43: (167.8/44.9, lift 9.2)
PC2 > 2.5099
PC5 <= 1.6919
PC13 > -2.624836
PC13 <= 7.506931
PC18 > 2.052136
PC19 > -0.3125989
PC25 <= 0.7820565
PC45 <= 1.319403
PC53 > -1.055398
PC54 > -1.095759
PC55 > -0.3992188
PC77 > -0.4512687
PC95 <= 0.6322361
PC99 <= -0.1048695
-> class 0\|1 [0.730]
Rule 29/44: (13.1, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.053191
PC29 <= 1.807862
PC38 <= 1.611627
PC59 <= -4.72473
-> class 0\|2 [0.934]
Rule 29/45: (32.7/5.2, lift 8.5)
PC7 > -0.5043108
PC18 <= -2.053191
PC38 <= 1.611627
PC57 > 1.352132
PC93 <= 0.9257153
-> class 0\|2 [0.822]
Rule 29/46: (132.9/25.6, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC38 <= 1.611627
PC42 <= 0.1792751
PC44 <= 0.5717822
PC46 <= 0.1609581
PC55 <= 0.1673479
PC67 <= -0.09593622
PC78 <= 2.167191
PC93 <= 0.9257153
-> class 0\|2 [0.803]
Rule 29/47: (37.2/8.1, lift 7.9)
PC18 <= -0.4683644
PC42 > 0.1792751
PC55 <= 0.1673479
PC85 > 0.1047274
PC85 <= 0.1252552
-> class 0\|2 [0.767]
Rule 29/48: (29.2/9.3, lift 6.9)
PC6 > -1.630364
PC15 > -0.05787285
PC18 <= -0.4683644
PC19 <= 0.3461967
PC44 > 1.556023
PC55 > 0.1673479
-> class 0\|2 [0.669]
Rule 29/49: (7607.6/5680.6, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.253]
Rule 29/50: (131.7/0.1, lift 11.3)
PC4 > -8.287465
PC7 > -0.4618833
PC11 <= 0.1058891
PC18 <= -2.053191
PC23 > -3.769998
PC25 > -1.226275
PC42 <= 0.1792751
PC55 > 0.1004119
PC55 <= 0.1673479
PC57 <= 1.352132
PC67 > -0.09593622
-> class 0\|3 [0.992]
Rule 29/51: (146.6/0.2, lift 11.3)
PC4 > -8.287465
PC4 <= 9.305666
PC7 > -0.4618833
PC10 > -7.047635
PC11 <= 0.3006447
PC17 <= 1.209298
PC18 <= -2.053191
PC26 > -1.809087
PC30 <= 1.184734
PC32 > -1.664495
PC42 > 0.1792751
PC85 <= 0.1047274
PC93 <= 0.9257153
-> class 0\|3 [0.992]
Rule 29/52: (106.4, lift 11.3)
PC7 > -0.4618833
PC11 <= 0.1058891
PC18 <= -2.053191
PC26 > -1.809087
PC30 <= 1.184734
PC44 <= 0.5717822
PC46 > 0.1609581
PC57 <= 1.352132
PC67 <= -0.09593622
PC78 <= 2.167191
-> class 0\|3 [0.991]
Rule 29/53: (109, lift 11.3)
PC3 <= 1.640775
PC4 <= 9.305666
PC7 > -0.5043108
PC8 <= 0.06022203
PC18 <= -2.053191
PC19 > 0.08581124
PC30 <= 1.184734
PC42 <= 0.1792751
PC55 <= 0.1673479
PC57 <= 1.352132
PC67 > -0.09593622
PC78 <= 2.167191
-> class 0\|3 [0.991]
Rule 29/54: (55.5, lift 11.2)
PC2 > 2.5099
PC4 <= 9.305666
PC7 > -0.5043108
PC18 <= -0.4683644
PC38 > 1.611627
PC55 <= 0.1673479
-> class 0\|3 [0.983]
Rule 29/55: (121.5/1.1, lift 11.2)
PC8 <= 0.05220808
PC13 > 7.506931
PC15 <= 0.920364
PC18 > -0.4683644
PC18 <= 3.718587
PC21 <= -0.1900997
PC34 <= 2.432339
PC58 <= 2.426327
-> class 0\|3 [0.983]
Rule 29/56: (105.7/1.3, lift 11.1)
PC2 > 2.5099
PC4 <= 9.305666
PC7 > -0.5043108
PC18 <= -2.053191
PC55 <= 0.1673479
PC93 > 0.9257153
-> class 0\|3 [0.979]
Rule 29/57: (42.8/0.1, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.287465
PC4 <= 9.305666
PC7 > -0.5043108
PC10 > -7.047635
PC11 > 0.1058891
PC18 <= -2.053191
PC32 > -0.4313962
PC55 <= 0.1673479
-> class 0\|3 [0.975]
Rule 29/58: (29.8, lift 11.0)
PC2 > 2.5099
PC7 > -0.5043108
PC18 <= -0.4683644
PC26 <= -2.09578
PC55 <= 0.1673479
-> class 0\|3 [0.969]
Rule 29/59: (27.3, lift 11.0)
PC2 > 2.5099
PC7 <= -0.5043108
PC16 > -0.2346755
PC18 <= -0.4683644
PC36 > 2.293972
-> class 0\|3 [0.966]
Rule 29/60: (104.9/3.2, lift 10.9)
PC4 > -8.287465
PC4 <= 9.305666
PC7 > -0.4618833
PC11 <= 0.3006447
PC17 <= 1.209298
PC18 <= -2.053191
PC30 <= 1.184734
PC32 > -1.664495
PC42 > 0.1792751
PC55 <= 0.1673479
PC85 > 0.1252552
PC95 <= 0.3344053
-> class 0\|3 [0.961]
Rule 29/61: (23.1, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -2.032964
PC14 <= 0.4141572
PC18 > -0.4683644
PC43 > 1.815307
PC86 <= 4.013646
-> class 0\|3 [0.959]
Rule 29/62: (20.1/0.2, lift 10.7)
PC8 <= 0.1234196
PC15 <= -0.05787285
PC18 <= -0.4683644
PC48 > 0.4450292
PC55 > 0.1673479
PC62 <= -0.2392378
-> class 0\|3 [0.944]
Rule 29/63: (15.3, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.05787285
PC19 > 0.3461967
PC55 > 0.1673479
-> class 0\|3 [0.942]
Rule 29/64: (15.3, lift 10.7)
PC2 > 2.5099
PC12 <= -2.032964
PC42 <= -2.196222
-> class 0\|3 [0.942]
Rule 29/65: (187.2/10.3, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.117486
PC7 > -0.5043108
PC10 > -1.369903
PC17 <= 1.403628
PC18 > -2.053191
PC18 <= -0.4683644
PC20 <= 1.856903
PC22 <= 0.1271012
PC29 <= 1.807862
PC55 <= 0.1673479
PC59 > -4.72473
-> class 0\|3 [0.940]
Rule 29/66: (423.2/26.3, lift 10.6)
PC4 <= 9.305666
PC7 > -0.3375677
PC10 > -7.047635
PC11 <= 0.1058891
PC18 <= -2.053191
PC22 <= -0.4218211
PC25 > -1.226275
PC30 <= 1.184734
PC34 > -2.323716
PC55 <= 0.1673479
PC67 > -0.09593622
PC86 <= 0.6659732
-> class 0\|3 [0.936]
Rule 29/67: (13.3, lift 10.6)
PC3 <= 1.640775
PC8 <= 0.1234196
PC18 <= -0.4683644
PC55 > 0.1673479
PC95 > 3.669673
-> class 0\|3 [0.935]
Rule 29/68: (229.2/17.1, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= 0.8553457
PC8 <= 0.1234196
PC15 <= -0.05787285
PC18 <= -0.4683644
PC19 <= 0.1974694
PC35 <= 0.2363751
PC45 > -1.603943
PC55 > 0.1673479
PC58 > -4.45924
PC62 > -0.2392378
PC96 > -1.906752
-> class 0\|3 [0.922]
Rule 29/69: (8.9, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 0.9513426
PC6 <= -1.630364
PC18 <= -0.4683644
-> class 0\|3 [0.908]
Rule 29/70: (8.4, lift 10.3)
PC4 <= 9.305666
PC10 <= -1.369903
PC18 <= -0.4683644
PC45 <= -2.68513
-> class 0\|3 [0.904]
Rule 29/71: (8.1, lift 10.2)
PC2 > 2.5099
PC18 > -0.4683644
PC93 > 6.82131
-> class 0\|3 [0.901]
Rule 29/72: (358.7/35.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.305666
PC7 > -0.5043108
PC10 > -1.369903
PC17 <= 1.403628
PC18 <= -0.4683644
PC20 <= 1.856903
PC22 <= 0.1271012
PC29 <= 1.807862
PC55 <= 0.1673479
PC59 > -4.72473
-> class 0\|3 [0.898]
Rule 29/73: (6.5, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC22 > 0.1271012
PC26 > -1.809087
PC26 <= -1.194041
PC55 <= 0.1673479
-> class 0\|3 [0.883]
Rule 29/74: (29.6/3.2, lift 9.9)
PC2 > 2.5099
PC6 > -1.630364
PC7 <= -0.5043108
PC16 <= -0.2346755
PC18 <= -0.4683644
PC55 <= 0.1673479
-> class 0\|3 [0.866]
Rule 29/75: (4.6, lift 9.7)
PC4 > 9.305666
PC10 > -7.047635
PC18 <= -0.4683644
PC78 > 2.983765
-> class 0\|3 [0.849]
Rule 29/76: (24.6/3.4, lift 9.5)
PC4 > -8.287465
PC7 <= -0.5043108
PC13 <= -1.49803
PC18 <= -0.4683644
PC55 <= 0.1673479
-> class 0\|3 [0.833]
Rule 29/77: (28.7/5.6, lift 8.9)
PC2 > 2.5099
PC13 <= 7.506931
PC18 > -0.4683644
PC86 > 4.013646
-> class 0\|3 [0.784]
Rule 29/78: (29.3/7.9, lift 8.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.05787285
PC18 <= -0.4683644
PC55 > 0.1673479
PC83 > 0.009705628
PC95 > 0.1768727
-> class 0\|3 [0.714]
Rule 29/79: (322.2/1.6, lift 20.5)
PC1 > -0.430681
PC2 > -6.720232
PC5 <= 12.1829
PC9 > 0.387363
PC11 <= 0.5041207
PC17 <= 2.054418
PC19 > -0.7575622
PC27 <= 0.34863
PC53 > -0.2302925
PC58 > -0.7078331
PC59 > -0.5330458
PC68 > -2.002274
PC79 > -0.1711981
PC94 <= 0.3636651
-> class 1\|0 [0.992]
Rule 29/80: (106.9, lift 20.5)
PC16 <= -5.317763
PC68 <= -0.4132023
-> class 1\|0 [0.991]
Rule 29/81: (88, lift 20.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC20 > -0.1650496
PC60 > 0.8443592
-> class 1\|0 [0.989]
Rule 29/82: (81.4/0.1, lift 20.4)
PC1 > -0.430681
PC9 > 0.3598154
PC17 > 0.5112413
PC21 > 0.2560337
PC27 <= 0.34863
PC44 > -1.914118
PC88 <= 0.1520904
-> class 1\|0 [0.986]
Rule 29/83: (97/1.9, lift 20.0)
PC1 > -0.430681
PC9 > 0.3598154
PC11 > 0.5041207
PC21 > 0.2560337
PC67 <= -0.03584877
-> class 1\|0 [0.971]
Rule 29/84: (210.1/9, lift 19.7)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC9 > 0.3598154
PC11 <= 0.5041207
PC17 <= 2.054418
PC27 <= 0.34863
PC28 <= 0.1634965
PC56 > -0.01634729
PC68 > -2.002274
PC79 > -0.1711981
PC91 > -0.4447485
PC94 <= 0.3636651
PC98 <= 0.302241
-> class 1\|0 [0.953]
Rule 29/85: (15.4, lift 19.5)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.470731
PC8 > -4.446409
PC16 <= 3.841364
PC50 > 0.5827398
-> class 1\|0 [0.943]
Rule 29/86: (9.6, lift 18.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC37 > 0.08206944
PC60 <= -1.093777
-> class 1\|0 [0.914]
Rule 29/87: (30.6/2, lift 18.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 1.763853
PC16 > -5.317763
PC37 > 0.08206944
-> class 1\|0 [0.907]
Rule 29/88: (56.2/4.5, lift 18.7)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC17 <= 2.054418
PC27 > 0.34863
PC38 <= -0.164153
PC88 <= 0.1520904
-> class 1\|0 [0.905]
Rule 29/89: (108.2/12.9, lift 18.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC60 > -1.093777
PC67 <= -0.5438395
-> class 1\|0 [0.874]
Rule 29/90: (72.8/15.4, lift 16.1)
PC2 > 2.5099
PC16 <= -5.317763
PC70 > 0.09764547
-> class 1\|0 [0.780]
Rule 29/91: (38.9/14.5, lift 12.8)
PC2 > 2.5099
PC3 > 12.10811
PC16 <= -0.8953013
PC37 > 0.08206944
-> class 1\|0 [0.620]
Rule 29/92: (51.5/23.2, lift 11.3)
PC1 > -0.430681
PC9 > 0.3598154
PC16 <= 3.149442
PC31 <= -0.2581946
PC44 > -1.914118
PC46 <= -0.9727864
PC59 <= -0.5330458
PC88 <= 0.1520904
-> class 1\|0 [0.547]
Rule 29/93: (296.9/155.5, lift 9.8)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC13 <= -0.3344326
PC31 > -0.2581946
-> class 1\|0 [0.476]
Rule 29/94: (499.7/287.5, lift 8.8)
PC1 > -0.430681
PC9 > 0.3598154
PC16 <= 3.149442
PC44 > -1.914118
PC78 <= -0.08449925
-> class 1\|0 [0.425]
Rule 29/95: (176.4, lift 14.5)
PC1 > -0.430681
PC9 > 0.3598154
PC11 > 0.5041207
PC17 <= 0.5112413
PC19 > -0.7575622
PC49 > -0.8013453
PC67 > -0.03584877
-> class 1\|1 [0.994]
Rule 29/96: (124.1, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 > -0.08318924
PC16 <= 3.149442
PC19 > -0.7575622
PC44 > -1.914118
PC72 <= 0.3253488
PC78 > -0.08449925
PC79 <= -0.1711981
PC88 <= 0.1520904
-> class 1\|1 [0.992]
Rule 29/97: (123.9, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC16 <= 3.149442
PC17 > 2.054418
PC59 > -0.5330458
-> class 1\|1 [0.992]
Rule 29/98: (72.7, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.470731
PC8 > -4.446409
PC9 <= 0.3598154
PC12 <= 0.2684515
PC16 > -2.839095
PC17 <= 0.6527454
PC50 <= 0.5827398
PC82 <= 0.3373068
-> class 1\|1 [0.987]
Rule 29/99: (149.7/1.1, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -5.317763
PC16 <= -0.8953013
PC37 <= 0.08206944
PC60 <= 0.8443592
-> class 1\|1 [0.986]
Rule 29/100: (97.2/0.5, lift 14.3)
PC2 <= 2.5099
PC9 <= 0.3598154
PC12 <= 0.2684515
PC16 <= -2.839095
PC69 > -0.0410888
-> class 1\|1 [0.985]
Rule 29/101: (196.6/1.9, lift 14.3)
PC1 > -0.430681
PC9 > 0.3598154
PC11 > 0.5041207
PC19 > -0.7575622
PC21 <= 0.2560337
-> class 1\|1 [0.985]
Rule 29/102: (33.9, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC16 <= 3.149442
PC19 > -0.7575622
PC59 > -0.5330458
PC88 <= 0.1520904
PC94 > 0.3636651
-> class 1\|1 [0.972]
Rule 29/103: (24.2, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC16 <= 3.149442
PC19 > -0.7575622
PC27 <= 0.34863
PC44 > -1.914118
PC53 <= -0.2302925
PC94 <= 0.3636651
PC98 > 0.302241
-> class 1\|1 [0.962]
Rule 29/104: (24.6, lift 14.0)
PC1 > -0.430681
PC6 > -2.255522
PC9 > 0.3598154
PC10 > -2.123873
PC20 > -0.1408888
PC44 > -1.914118
PC88 > 0.1520904
-> class 1\|1 [0.960]
Rule 29/105: (28.4/0.4, lift 13.9)
PC2 > 2.5099
PC16 <= -5.317763
PC68 > -0.4132023
PC70 <= 0.09764547
-> class 1\|1 [0.953]
Rule 29/106: (14.2, lift 13.6)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC19 > -0.7575622
PC27 <= 0.34863
PC28 <= 0.1634965
PC53 <= -0.2302925
PC56 <= -0.01634729
PC59 > -0.5330458
PC68 > -2.002274
PC88 <= 0.1520904
-> class 1\|1 [0.937]
Rule 29/107: (26.5/1, lift 13.5)
PC2 <= 2.5099
PC5 <= 12.1829
PC9 > 0.3598154
PC11 <= 0.5041207
PC19 > -0.7575622
PC59 > -0.5330458
PC79 > -0.1711981
PC88 <= 0.1520904
PC91 <= -0.4447485
-> class 1\|1 [0.930]
Rule 29/108: (21.6/0.9, lift 13.4)
PC1 > -0.430681
PC9 > 0.3598154
PC19 <= -0.7575622
PC29 > 0.04122447
PC44 > -1.914118
-> class 1\|1 [0.919]
Rule 29/109: (269.1/25.5, lift 13.1)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 12.10811
PC15 <= 1.763853
PC16 > -5.317763
PC16 <= -0.8953013
PC60 > -1.093777
PC60 <= 0.8443592
PC67 > -0.5438395
-> class 1\|1 [0.902]
Rule 29/110: (8.9/0.2, lift 13.0)
PC1 > -0.430681
PC2 <= -6.720232
PC9 > 0.3598154
-> class 1\|1 [0.892]
Rule 29/111: (121.8/14.4, lift 12.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC22 > -2.091307
PC36 <= 0.4326895
PC50 > -0.3257067
PC63 > -1.478594
PC65 > -0.6879153
PC83 > -0.5257682
-> class 1\|1 [0.876]
Rule 29/112: (135.3/16.2, lift 12.7)
PC5 > 12.1829
PC27 <= 0.34863
PC44 > -1.914118
PC59 > -0.5330458
-> class 1\|1 [0.875]
Rule 29/113: (5.9, lift 12.7)
PC3 > 1.640775
PC16 <= -0.8953013
PC20 <= -0.1650496
PC60 > 0.8443592
-> class 1\|1 [0.874]
Rule 29/114: (6.6/0.1, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > 0.3598154
PC9 <= 0.387363
PC19 > -0.7575622
PC27 <= 0.34863
-> class 1\|1 [0.867]
Rule 29/115: (8.9/1, lift 11.9)
PC1 > -0.430681
PC9 > 0.387363
PC16 <= 3.149442
PC27 <= 0.34863
PC58 <= -0.7078331
PC59 > -0.5330458
PC79 > -0.1711981
-> class 1\|1 [0.816]
Rule 29/116: (202/74.4, lift 9.2)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= 0.3598154
PC12 <= 0.2684515
PC18 > 0.2001757
-> class 1\|1 [0.631]
Rule 29/117: (28.2/13.1, lift 7.8)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= 0.3598154
PC12 <= 0.2684515
PC13 <= 0.1820254
PC18 <= 0.2001757
PC19 > -1.521262
PC63 > -1.772329
PC68 <= -0.1677306
-> class 1\|1 [0.535]
Rule 29/118: (153.1, lift 13.8)
PC1 > -0.430681
PC6 > -1.470731
PC7 > 1.498023
PC11 > 0.6934285
PC19 <= -1.521262
PC40 > 0.160649
-> class 1\|2 [0.994]
Rule 29/119: (165.8, lift 13.8)
PC16 > 3.149442
PC19 <= 1.7393
PC29 > -0.02647548
PC44 <= -0.3180843
PC90 > -0.8321912
PC100 > -0.009884551
-> class 1\|2 [0.994]
Rule 29/120: (165.6, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC22 <= -2.091307
PC50 > -0.3257067
-> class 1\|2 [0.994]
Rule 29/121: (183.8, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.26344
PC50 > -0.3257067
-> class 1\|2 [0.994]
Rule 29/122: (141.2, lift 13.8)
PC1 > -0.430681
PC9 > -0.2256205
PC11 > 0.6934285
PC19 <= -1.521262
PC30 > -0.3632589
PC40 > 0.160649
-> class 1\|2 [0.993]
Rule 29/123: (118.9, lift 13.8)
PC1 > -0.430681
PC6 > -1.470731
PC8 > -0.4431875
PC11 > 0.6934285
PC18 <= 0.2001757
PC19 <= -1.521262
PC30 > -0.3632589
PC40 > 0.160649
-> class 1\|2 [0.991]
Rule 29/124: (66, lift 13.7)
PC1 > -0.430681
PC9 > 0.3598154
PC10 > -0.2816382
PC44 <= -1.914118
-> class 1\|2 [0.985]
Rule 29/125: (53.7, lift 13.7)
PC1 > -0.430681
PC6 > 2.561933
PC9 <= 0.3598154
PC12 > 0.2684515
PC41 <= 1.040411
-> class 1\|2 [0.982]
Rule 29/126: (53.7, lift 13.7)
PC1 > -0.430681
PC6 > -2.255522
PC9 > 0.3598154
PC16 <= 3.149442
PC20 <= -0.1408888
PC79 <= 0.1901409
PC88 > 0.1520904
-> class 1\|2 [0.982]
Rule 29/127: (43, lift 13.6)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -1.470731
PC8 > -4.446409
PC9 <= 0.3598154
PC12 <= 0.2684515
PC13 <= 0.1820254
PC18 <= 0.2001757
PC19 > -1.521262
PC63 > -1.772329
PC68 > -0.1677306
-> class 1\|2 [0.978]
Rule 29/128: (52.6/0.2, lift 13.6)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.314232
PC16 > -0.8953013
PC50 <= -0.3257067
-> class 1\|2 [0.978]
Rule 29/129: (64/0.6, lift 13.6)
PC1 > -0.430681
PC9 > 0.3598154
PC19 <= -0.7575622
PC29 <= 0.04122447
-> class 1\|2 [0.976]
Rule 29/130: (37.2, lift 13.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC63 > -1.478594
PC65 <= -0.6879153
PC83 > -0.5257682
-> class 1\|2 [0.974]
Rule 29/131: (33.2, lift 13.5)
PC1 > -0.430681
PC2 <= 2.5099
PC16 <= 3.149442
PC31 <= -0.2581946
PC46 > -0.9727864
PC59 <= -0.5330458
PC88 <= 0.1520904
-> class 1\|2 [0.972]
Rule 29/132: (30.7, lift 13.5)
PC1 > -0.430681
PC18 <= 0.2001757
PC19 <= -1.521262
PC24 <= -1.191135
PC40 > 0.160649
-> class 1\|2 [0.969]
Rule 29/133: (28.5, lift 13.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC50 > -0.3257067
PC83 <= -0.5257682
-> class 1\|2 [0.967]
Rule 29/134: (169.5/4.8, lift 13.5)
PC1 > -0.430681
PC2 > -2.745492
PC2 <= 2.5099
PC9 > 0.3598154
PC16 > 3.149442
PC75 <= 0.7066249
-> class 1\|2 [0.966]
Rule 29/135: (26.2, lift 13.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC22 > -2.091307
PC36 > 0.4326895
-> class 1\|2 [0.965]
Rule 29/136: (208.8/6.8, lift 13.4)
PC1 > -0.430681
PC3 <= 2.067589
PC6 > -1.470731
PC11 > 0.6934285
PC12 <= 0.2684515
PC19 <= -1.521262
PC30 > -0.3632589
PC33 > -0.4625514
PC40 <= 0.160649
PC49 > -1.475463
-> class 1\|2 [0.963]
Rule 29/137: (274.3/9.3, lift 13.4)
PC1 > -0.430681
PC6 > -1.470731
PC11 > 0.6934285
PC16 > -2.839095
PC19 <= -1.521262
PC68 > 0.4298082
-> class 1\|2 [0.963]
Rule 29/138: (35.1/0.5, lift 13.4)
PC3 > 1.640775
PC16 > -0.8953013
PC50 <= -0.3257067
PC70 > 0.852351
-> class 1\|2 [0.960]
Rule 29/139: (22.5, lift 13.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC50 > -0.3257067
PC63 <= -1.478594
-> class 1\|2 [0.959]
Rule 29/140: (37.8/1.5, lift 13.1)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -3.550226
PC9 <= 0.3598154
PC12 > 0.2684515
PC46 <= 0.3211941
PC63 > 0.4565528
-> class 1\|2 [0.938]
Rule 29/141: (81.4/7.7, lift 12.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC32 <= 0.1768961
PC39 > -0.3572063
PC50 <= -0.3257067
-> class 1\|2 [0.895]
Rule 29/142: (67/6.6, lift 12.4)
PC16 > 3.149442
PC19 <= 1.7393
PC24 > -0.2030227
PC29 > -0.02647548
PC89 > 0.4671118
PC90 > -0.8321912
PC100 > -0.009884551
-> class 1\|2 [0.891]
Rule 29/143: (196/39, lift 11.1)
PC1 > -0.430681
PC9 > 0.3598154
PC27 > 0.34863
PC38 > -0.164153
PC59 > -0.5330458
-> class 1\|2 [0.798]
Rule 29/144: (69.9, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.314232
PC16 > -0.8953013
PC39 <= -0.3572063
PC50 <= -0.3257067
PC70 <= 0.852351
-> class 1\|3 [0.986]
Rule 29/145: (55.8/1.1, lift 14.4)
PC1 > -0.430681
PC9 > 0.3598154
PC16 > 3.149442
PC75 > 0.7066249
PC100 <= -0.009884551
-> class 1\|3 [0.964]
Rule 29/146: (30.6/0.2, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.314232
PC32 > 0.1768961
PC50 <= -0.3257067
-> class 1\|3 [0.964]
Rule 29/147: (50.8/5.2, lift 13.2)
PC1 > -0.430681
PC9 > 0.3598154
PC13 > -0.3344326
PC16 <= 3.149442
PC19 > -0.7575622
PC31 > -0.2581946
PC44 > -1.914118
PC59 <= -0.5330458
PC88 <= 0.1520904
-> class 1\|3 [0.883]
Rule 29/148: (31.1/6.9, lift 11.3)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -1.470731
PC8 > -4.446409
PC9 <= 0.3598154
PC16 > -2.839095
PC18 > 0.2001757
PC31 <= 0.1076473
-> class 1\|3 [0.761]
Rule 29/149: (9.6/3, lift 9.8)
PC1 > -0.430681
PC9 > 0.3598154
PC44 > -1.914118
PC59 > -0.5330458
PC68 <= -2.002274
-> class 1\|3 [0.659]
Rule 29/150: (5088.8/3851, lift 3.6)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.243]
Rule 29/151: (108.9, lift 13.7)
PC1 > -0.430681
PC6 <= 2.561933
PC9 > -3.550226
PC9 <= 0.3598154
PC12 > 0.2684515
PC21 > 0.8357167
PC71 > -0.7803868
-> class 2\|0 [0.991]
Rule 29/152: (523/12.1, lift 13.5)
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.9337804
PC12 > -1.829687
PC20 <= 0.007160807
PC21 > 0.8979771
PC32 > -1.793795
PC49 <= 0.8581493
PC61 > -0.8677605
PC62 <= 0.8516298
PC88 > -0.3054385
PC88 <= 0.5872605
PC94 <= 0.2908549
-> class 2\|0 [0.975]
Rule 29/153: (506.4/30.4, lift 13.0)
PC8 > 1.706811
PC10 <= 0.2933043
PC19 <= -0.6387169
PC20 > -0.3589399
PC21 > -0.007157144
PC32 > -1.793795
PC36 > -0.2222846
PC44 > -2.131235
PC82 <= 0.1563143
PC88 <= 0.5872605
PC94 <= 0.2908549
PC96 > -0.3563694
PC97 <= 0.4019015
-> class 2\|0 [0.938]
Rule 29/154: (48.7/2.3, lift 12.9)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 2.561933
PC9 > -1.093274
PC9 <= 0.3598154
PC10 > -0.7216418
PC12 > 0.2684515
PC30 <= 0.1304885
PC39 <= 0.1621064
PC63 <= 0.4565528
PC64 <= 0.8031842
-> class 2\|0 [0.935]
Rule 29/155: (25/0.8, lift 12.9)
PC1 <= -0.430681
PC8 > 1.706811
PC11 > -0.9337804
PC21 > -0.007157144
PC50 > 0.5759425
PC96 > -0.3563694
-> class 2\|0 [0.933]
Rule 29/156: (24.4/1, lift 12.8)
PC1 <= -0.430681
PC2 > -1.001246
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC34 <= -0.3792612
-> class 2\|0 [0.923]
Rule 29/157: (151.6/11.4, lift 12.7)
PC8 > 5.878347
PC21 > -0.007157144
-> class 2\|0 [0.919]
Rule 29/158: (10.1, lift 12.7)
PC1 <= -0.430681
PC8 > 1.706811
PC16 > 0.3966658
PC32 > -1.793795
PC61 > -0.8677605
PC62 <= 0.8516298
PC94 > 0.2908549
-> class 2\|0 [0.918]
Rule 29/159: (12.6/0.2, lift 12.7)
PC8 > 3.480494
PC11 > -0.9337804
PC12 > -1.829687
PC32 > -1.793795
PC61 <= -0.8677605
PC62 <= 0.8516298
-> class 2\|0 [0.916]
Rule 29/160: (43.9/3.8, lift 12.4)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.007157144
PC32 > -1.793795
PC62 <= 0.8516298
PC68 > 0.2448573
PC94 > 0.2908549
-> class 2\|0 [0.895]
Rule 29/161: (12.2/0.5, lift 12.3)
PC1 <= -0.430681
PC8 > 4.304297
PC21 > -0.007157144
PC32 <= -1.793795
-> class 2\|0 [0.892]
Rule 29/162: (369.6/87.7, lift 10.5)
PC1 <= -0.430681
PC8 > -0.5441133
PC19 <= -0.7104394
PC23 > -1.11488
PC57 > 0.0181126
PC75 > 0.07208364
-> class 2\|0 [0.761]
Rule 29/163: (117, lift 9.8)
PC1 <= -0.430681
PC8 > 1.706811
PC19 <= -0.6387169
PC21 <= 0.8979771
PC82 > 0.1563143
-> class 2\|1 [0.991]
Rule 29/164: (78.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC28 <= -0.2656237
-> class 2\|1 [0.988]
Rule 29/165: (83.7/0.2, lift 9.8)
PC1 <= -0.430681
PC8 > -0.5441133
PC19 <= -0.6387169
PC21 <= 0.8979771
PC24 <= 0.5709374
PC36 <= -0.2222846
PC44 > -2.131235
-> class 2\|1 [0.986]
Rule 29/166: (62.1, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4562416
PC8 <= 1.706811
PC91 <= -0.2396215
-> class 2\|1 [0.984]
Rule 29/167: (63.9/0.1, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC23 <= -1.11488
PC57 > 0.0181126
-> class 2\|1 [0.983]
Rule 29/168: (108.7/0.9, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC19 > -0.7104394
PC22 > -1.293253
PC57 > 0.0181126
PC95 <= -0.1984325
-> class 2\|1 [0.983]
Rule 29/169: (54.7, lift 9.8)
PC2 <= -9.46428
-> class 2\|1 [0.982]
Rule 29/170: (47.1, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.001246
PC8 > 1.280768
PC8 <= 1.706811
PC19 > -0.7104394
PC57 > 0.0181126
-> class 2\|1 [0.980]
Rule 29/171: (128.9/1.6, lift 9.7)
PC2 <= 2.5099
PC8 > 1.706811
PC11 > -0.9337804
PC16 <= 0.3966658
PC32 > -1.793795
PC61 > -0.8677605
PC68 <= 0.2448573
PC94 > 0.2908549
-> class 2\|1 [0.980]
Rule 29/172: (42.9, lift 9.7)
PC1 <= -0.430681
PC2 > -1.721669
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.280768
PC19 > -0.7104394
PC37 <= 1.080778
PC57 > 0.0181126
-> class 2\|1 [0.978]
Rule 29/173: (39, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC20 <= -0.5770145
-> class 2\|1 [0.976]
Rule 29/174: (38.6, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.4762218
PC8 > -0.5441133
PC8 <= 1.706811
-> class 2\|1 [0.975]
Rule 29/175: (36.3, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.4070493
PC8 > -0.5441133
PC19 > -0.7104394
PC57 > 0.0181126
-> class 2\|1 [0.974]
Rule 29/176: (269.3/6.9, lift 9.6)
PC7 > 0.1627358
PC8 > 1.706811
PC11 > -0.9337804
PC21 <= -0.007157144
PC24 <= 0.5709374
PC86 <= 0.7110475
-> class 2\|1 [0.971]
Rule 29/177: (133.4/3, lift 9.6)
PC1 <= -0.430681
PC8 > 1.706811
PC8 <= 3.480494
PC61 <= -0.8677605
-> class 2\|1 [0.971]
Rule 29/178: (29.9, lift 9.6)
PC2 <= 2.5099
PC8 > -2.62821
PC14 <= -3.571462
-> class 2\|1 [0.969]
Rule 29/179: (96.6/3.2, lift 9.5)
PC1 <= -0.430681
PC8 > 1.706811
PC8 <= 4.304297
PC10 > -0.06705711
PC21 > -0.007157144
PC32 <= -1.793795
-> class 2\|1 [0.957]
Rule 29/180: (19.3, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC19 > -0.7104394
PC53 <= 0.69177
PC57 > 0.0181126
PC57 <= 0.02676456
-> class 2\|1 [0.953]
Rule 29/181: (73.7/2.7, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4562416
PC33 > -0.2112211
PC57 <= 0.0181126
PC60 <= -0.05422189
PC81 <= -0.2272069
-> class 2\|1 [0.951]
Rule 29/182: (17.9, lift 9.4)
PC1 <= -0.430681
PC8 > 0.4562416
PC8 <= 1.706811
PC47 <= -0.5001938
PC57 <= 0.0181126
-> class 2\|1 [0.950]
Rule 29/183: (16.8, lift 9.4)
PC1 <= -0.430681
PC8 > 0.4562416
PC19 <= -2.222144
PC22 <= -0.6902952
PC57 <= 0.0181126
-> class 2\|1 [0.947]
Rule 29/184: (40.2/1.7, lift 9.3)
PC1 <= -0.430681
PC2 > -1.001246
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 1.706811
PC34 > -0.3792612
PC37 <= 1.080778
PC75 > -0.2195884
-> class 2\|1 [0.937]
Rule 29/185: (13.8, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5441133
PC8 <= 0.4562416
PC34 > 0.8105589
PC57 <= 0.0181126
-> class 2\|1 [0.937]
Rule 29/186: (11.8, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4562416
PC22 <= -0.6902952
PC29 > 0.2638156
-> class 2\|1 [0.928]
Rule 29/187: (46.7/2.5, lift 9.2)
PC1 <= -0.430681
PC8 > 0.4562416
PC8 <= 1.706811
PC11 > -2.90796
PC22 <= -0.6902952
PC57 <= 0.0181126
PC60 > -0.05422189
-> class 2\|1 [0.928]
Rule 29/188: (187.6/13.1, lift 9.2)
PC1 <= -0.430681
PC2 <= -1.001246
PC8 > 0.4562416
PC8 <= 1.706811
PC12 <= 2.005602
PC22 > -0.6902952
PC32 > -2.157955
PC54 <= 1.652692
PC57 <= 0.0181126
-> class 2\|1 [0.926]
Rule 29/189: (21.5/0.8, lift 9.2)
PC2 <= -1.721669
PC8 > -0.5441133
PC19 > -0.7104394
PC21 > 2.077702
PC44 <= 0.4781069
PC57 > 0.0181126
-> class 2\|1 [0.925]
Rule 29/190: (34.7/2.4, lift 9.0)
PC1 <= -0.430681
PC2 <= -1.001246
PC8 > 0.4562416
PC22 <= -0.6902952
PC33 <= -0.2112211
-> class 2\|1 [0.909]
Rule 29/191: (8.6, lift 9.0)
PC1 > -0.430681
PC9 > -3.550226
PC21 > 0.8357167
PC71 <= -0.7803868
-> class 2\|1 [0.905]
Rule 29/192: (13/0.6, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.04913668
PC8 <= 0.4562416
PC28 <= -0.127678
-> class 2\|1 [0.895]
Rule 29/193: (15/1.8, lift 8.3)
PC4 > -0.3209489
PC4 <= -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
-> class 2\|1 [0.833]
Rule 29/194: (104.7/18.5, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4562416
PC8 <= 1.706811
PC10 <= 0.1017652
PC33 > -0.2112211
PC60 <= -0.05422189
-> class 2\|1 [0.817]
Rule 29/195: (35.7/6, lift 8.1)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.470731
PC8 > -4.446409
PC9 <= 0.3598154
PC12 <= 0.2684515
PC82 > 0.3373068
-> class 2\|1 [0.815]
Rule 29/196: (24/4.9, lift 7.7)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -1.470731
PC9 <= 0.3598154
PC12 <= 0.2684515
PC16 > -2.839095
PC18 > 0.2001757
PC83 <= 0.0431002
-> class 2\|1 [0.773]
Rule 29/197: (46.6/15.3, lift 6.6)
PC8 > -2.62821
PC9 > 7.983715
PC45 <= 0.4335379
PC73 > 0.9392994
-> class 2\|1 [0.664]
Rule 29/198: (124.2/53.2, lift 5.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC21 > -0.6742345
PC45 > 0.4335379
-> class 2\|1 [0.570]
Rule 29/199: (1962.9/929.6, lift 5.2)
PC1 <= -0.430681
PC8 > 1.706811
-> class 2\|1 [0.526]
Rule 29/200: (76.6, lift 11.4)
PC1 <= -0.430681
PC2 > -7.702621
PC2 <= 2.5099
PC8 > -1.225654
PC8 <= -0.5441133
PC14 > -3.571462
PC19 > -3.647172
PC67 > 0.4952401
-> class 2\|2 [0.987]
Rule 29/201: (161/1.5, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
PC9 <= 7.983715
PC15 > -1.340803
PC28 > -0.2656237
PC46 > -0.4018688
PC49 <= 0.8673677
PC58 > -0.679098
PC63 > 0.1548471
-> class 2\|2 [0.985]
Rule 29/202: (59.5, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.3182207
PC8 > -1.225654
PC8 <= -0.5441133
PC28 > -0.2656237
PC60 <= -0.2051024
PC75 <= 0.2821778
-> class 2\|2 [0.984]
Rule 29/203: (56.8, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC45 <= 0.4335379
PC59 > -0.4849428
PC63 <= 0.1548471
PC77 <= -0.7167804
PC90 <= 0.9568366
-> class 2\|2 [0.983]
Rule 29/204: (58.2, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC20 > 0.3556936
PC59 > -0.4849428
PC75 > 0.2821778
-> class 2\|2 [0.983]
Rule 29/205: (49.8, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.225654
PC8 <= -0.5441133
PC28 > 0.04907383
PC29 <= 0.2788967
PC59 > -0.4849428
PC86 <= 1.159869
-> class 2\|2 [0.981]
Rule 29/206: (63.9/0.3, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.225654
PC8 <= -0.5441133
PC12 <= -3.123856
PC86 <= 1.159869
-> class 2\|2 [0.981]
Rule 29/207: (87.5/2.4, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC19 > -3.647172
PC23 > 2.203005
PC26 > -2.253249
PC41 > -1.997926
-> class 2\|2 [0.961]
Rule 29/208: (46.7/1, lift 11.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 > 0.1580302
PC53 > 0.1559663
PC68 <= 0.9258409
-> class 2\|2 [0.959]
Rule 29/209: (211.2/7.9, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC12 <= 1.991178
PC32 <= -0.04493034
PC45 <= 0.4335379
PC46 > -0.1644344
PC59 > -0.4849428
PC75 > 0.2821778
-> class 2\|2 [0.958]
Rule 29/210: (24.8/0.1, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
PC14 > -3.571462
PC43 <= -0.6449878
-> class 2\|2 [0.958]
Rule 29/211: (23.5/0.2, lift 11.0)
PC4 > -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
PC14 > -3.571462
PC59 <= -0.4849428
PC63 <= 0.1548471
PC92 > 0.3821167
-> class 2\|2 [0.954]
Rule 29/212: (78.4/3.1, lift 11.0)
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC9 <= 7.983715
PC19 > -3.647172
PC29 <= 0.2788967
PC40 <= -0.6907449
PC54 <= 0.8023272
PC59 > -0.4849428
PC63 <= 0.1548471
-> class 2\|2 [0.949]
Rule 29/213: (119.4/5.4, lift 10.9)
PC8 > -2.62821
PC8 <= -0.5441133
PC9 > 7.983715
PC14 > -3.571462
PC73 <= 0.9392994
-> class 2\|2 [0.947]
Rule 29/214: (15.6, lift 10.9)
PC1 <= -0.430681
PC8 > 1.706811
PC24 > 0.5709374
PC42 <= -0.6382312
-> class 2\|2 [0.943]
Rule 29/215: (13.6, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC9 <= 7.983715
PC45 <= 0.4335379
PC59 > -0.4849428
PC63 <= 0.1548471
PC86 > 1.159869
PC90 <= 0.9568366
-> class 2\|2 [0.936]
Rule 29/216: (99/6.3, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC12 <= 1.991178
PC13 <= -0.1511555
PC45 <= 0.4335379
PC59 > -0.4849428
PC75 > 0.2821778
-> class 2\|2 [0.928]
Rule 29/217: (46.2/3.8, lift 10.4)
PC1 <= -0.430681
PC2 > -9.46428
PC2 <= 2.5099
PC4 <= -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
PC84 <= -0.08363389
-> class 2\|2 [0.901]
Rule 29/218: (6.2, lift 10.1)
PC1 <= -0.430681
PC6 <= -1.853151
PC8 <= -2.62821
PC15 <= 2.051718
PC43 <= 1.290461
PC61 <= 0.002215485
-> class 2\|2 [0.878]
Rule 29/219: (5.4, lift 10.0)
PC2 <= 2.5099
PC8 <= -2.62821
PC15 <= 2.051718
PC29 > 0.2995083
PC85 > 0.4763635
-> class 2\|2 [0.865]
Rule 29/220: (4.1, lift 9.6)
PC1 <= -0.430681
PC7 <= 0.1627358
PC8 > 1.706811
-> class 2\|2 [0.835]
Rule 29/221: (62/11.8, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC45 <= 0.4335379
PC63 <= 0.1548471
PC90 > 0.9568366
-> class 2\|2 [0.800]
Rule 29/222: (16.4/2.8, lift 9.2)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 2.561933
PC9 > -3.550226
PC12 > 0.2684515
PC39 <= 0.1621064
PC64 > 0.8031842
-> class 2\|2 [0.796]
Rule 29/223: (117.4/31.8, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC15 <= 2.051718
PC98 > 1.242187
-> class 2\|2 [0.725]
Rule 29/224: (29.1/8.9, lift 7.9)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 2.561933
PC9 > -3.550226
PC9 <= -1.093274
PC12 > 0.2684515
PC21 <= 0.8357167
PC39 <= 0.1621064
-> class 2\|2 [0.682]
Rule 29/225: (1488.4/789.7, lift 5.4)
PC1 <= -0.430681
PC2 <= -1.001246
PC8 > -0.5441133
PC8 <= 1.706811
-> class 2\|2 [0.469]
Rule 29/226: (159.9, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC23 > -2.01012
PC26 > -2.999648
PC35 <= 0.2078908
PC38 <= 0.1580302
PC43 <= 1.290461
PC61 > 0.002215485
PC85 <= 0.4763635
PC98 <= 1.242187
-> class 2\|3 [0.994]
Rule 29/227: (135.4, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC23 > -2.01012
PC26 > -2.999648
PC38 <= 0.1580302
PC43 <= 1.290461
PC61 > 0.002215485
PC63 > -0.1024927
PC85 <= 0.4763635
-> class 2\|3 [0.993]
Rule 29/228: (137.7, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC23 > -2.01012
PC35 > 0.2078908
PC38 <= 0.1580302
PC43 <= 1.290461
PC96 > 0.3019132
-> class 2\|3 [0.992]
Rule 29/229: (110.7, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC43 <= 1.290461
PC49 > 0.176871
PC62 > -1.461079
PC85 <= 0.4763635
PC92 <= 0.1422586
-> class 2\|3 [0.991]
Rule 29/230: (94.5, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC23 > -2.01012
PC43 <= 1.290461
PC98 <= 1.242187
PC99 <= -0.9732314
-> class 2\|3 [0.990]
Rule 29/231: (117.4/0.2, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC15 <= 2.051718
PC26 > -2.999648
PC45 > 0.1526884
PC85 <= 0.4763635
PC98 <= 1.242187
-> class 2\|3 [0.990]
Rule 29/232: (78, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC15 <= 2.051718
PC43 <= 1.290461
PC86 <= -0.5675875
-> class 2\|3 [0.988]
Rule 29/233: (159.1/0.9, lift 8.5)
PC1 <= -0.430681
PC6 > 0.2048321
PC8 <= -2.62821
PC23 > -2.01012
PC85 <= 0.4763635
-> class 2\|3 [0.988]
Rule 29/234: (90.9/0.3, lift 8.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -4.446409
PC12 <= 0.2684515
PC65 <= 0.5865557
-> class 2\|3 [0.986]
Rule 29/235: (69.3, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.62821
PC26 > -2.999648
PC38 <= 0.1580302
PC43 <= 1.290461
PC62 > -1.461079
PC85 <= 0.4763635
PC86 > -0.5675875
PC100 > 0.6626865
-> class 2\|3 [0.986]
Rule 29/236: (59.8, lift 8.4)
PC8 <= -0.5441133
PC15 <= 2.051718
PC26 > 3.297644
PC35 > 0.2078908
PC43 <= 1.290461
PC45 <= 0.1526884
-> class 2\|3 [0.984]
Rule 29/237: (182.6/2, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.62821
PC15 > 2.051718
PC38 <= 0.1580302
-> class 2\|3 [0.984]
Rule 29/238: (56.6, lift 8.4)
PC2 <= 2.5099
PC8 <= -2.62821
PC38 <= 0.1580302
PC43 <= 1.290461
PC61 > 0.002215485
PC85 <= 0.4763635
PC92 > 0.1422586
-> class 2\|3 [0.983]
Rule 29/239: (48.7, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 <= 0.1580302
PC56 <= -0.8729052
PC62 > -1.461079
PC85 <= 0.4763635
PC98 <= 1.242187
-> class 2\|3 [0.980]
Rule 29/240: (42.1, lift 8.4)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= -0.5441133
PC19 <= -3.647172
PC95 <= 0.1109738
-> class 2\|3 [0.977]
Rule 29/241: (71.6/1, lift 8.4)
PC1 <= -0.430681
PC2 > -9.46428
PC4 <= -0.3209489
PC8 > -2.62821
PC8 <= -0.5441133
PC9 <= 7.983715
PC14 > -3.571462
PC23 <= 2.203005
PC28 > -0.2656237
PC43 > -0.6449878
PC84 > -0.08363389
-> class 2\|3 [0.973]
Rule 29/242: (60.7/0.8, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC9 <= 7.983715
PC58 <= -0.679098
PC63 > 0.1548471
-> class 2\|3 [0.971]
Rule 29/243: (31, lift 8.3)
PC8 <= -0.5441133
PC15 <= 2.051718
PC35 > 0.2078908
PC75 <= -1.570008
PC85 <= 0.4763635
PC96 <= 0.3019132
PC99 > -0.9732314
-> class 2\|3 [0.970]
Rule 29/244: (25, lift 8.3)
PC8 <= -2.62821
PC35 > 0.2078908
PC43 <= 1.290461
PC45 <= 0.1526884
PC62 <= -1.461079
PC85 <= 0.4763635
-> class 2\|3 [0.963]
Rule 29/245: (23.6, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.62821
PC26 > -2.999648
PC43 > 1.290461
PC71 <= -0.5123217
PC85 <= 0.4763635
-> class 2\|3 [0.961]
Rule 29/246: (20.9, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC9 <= 7.983715
PC46 > -0.4018688
PC49 > 0.8673677
-> class 2\|3 [0.953]
Rule 29/247: (416.9/25.6, lift 8.0)
PC1 <= -0.430681
PC6 > -1.853151
PC8 <= -2.62821
PC23 > -2.01012
PC26 > -2.999648
PC38 <= 0.1580302
PC43 <= 1.290461
PC51 <= 0.4403365
PC61 <= 0.002215485
PC85 <= 0.4763635
PC98 <= 1.242187
-> class 2\|3 [0.936]
Rule 29/248: (12.2, lift 8.0)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.470731
PC8 > -4.446409
PC12 <= 0.2684515
PC16 <= 3.841364
PC17 > 0.6527454
PC82 <= 0.3373068
-> class 2\|3 [0.930]
Rule 29/249: (11.9, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC17 > 0.9835293
PC85 > 0.4763635
-> class 2\|3 [0.928]
Rule 29/250: (26.4/1.1, lift 8.0)
PC2 <= 2.5099
PC8 <= -2.62821
PC26 > -2.999648
PC61 <= -0.3599356
PC85 > 0.4763635
-> class 2\|3 [0.928]
Rule 29/251: (60.2/3.5, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.3182207
PC8 > -2.62821
PC27 > -0.7045158
PC28 > -0.2656237
PC29 > 0.2788967
PC63 <= 0.1548471
PC82 <= 0.006431352
-> class 2\|3 [0.927]
Rule 29/252: (143.6/10.1, lift 7.9)
PC1 <= -0.430681
PC5 > -0.2582136
PC8 <= -2.62821
PC38 > 0.1580302
PC53 <= 0.1559663
-> class 2\|3 [0.924]
Rule 29/253: (44.3/3, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.62821
PC8 <= -0.5441133
PC9 <= 7.983715
PC28 > -0.2656237
PC46 <= -0.4018688
PC63 > 0.1548471
-> class 2\|3 [0.914]
Rule 29/254: (9.4, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC23 > 2.203005
PC26 <= -2.253249
-> class 2\|3 [0.912]
Rule 29/255: (11.8/0.5, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4070493
PC8 > -0.5441133
PC8 <= 1.706811
PC23 > -1.11488
PC53 > 0.69177
PC57 > 0.0181126
-> class 2\|3 [0.894]
Rule 29/256: (7.2, lift 7.7)
PC1 <= -0.430681
PC8 <= -2.62821
PC9 <= -0.9495522
PC43 > 1.290461
PC85 <= 0.4763635
-> class 2\|3 [0.891]
Rule 29/257: (85/9.9, lift 7.5)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 > 0.1580302
PC68 > 0.9258409
-> class 2\|3 [0.875]
Rule 29/258: (31.9/3.4, lift 7.5)
PC1 > -0.430681
PC9 <= -3.550226
PC12 > 0.2684515
PC57 <= -0.07739355
-> class 2\|3 [0.871]
Rule 29/259: (61.2/9.1, lift 7.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC22 <= -0.8794802
PC26 > -2.999648
PC85 > 0.4763635
-> class 2\|3 [0.839]
Rule 29/260: (109.2/19.6, lift 7.0)
PC2 <= -1.721669
PC4 > -0.4070493
PC8 <= 1.280768
PC19 > -0.7104394
PC21 <= 2.077702
PC23 > -1.11488
PC57 > 0.0181126
PC66 > 0.659505
PC95 > -0.1984325
-> class 2\|3 [0.815]
Rule 29/261: (84.8/17.8, lift 6.7)
PC1 > -0.430681
PC2 <= 2.5099
PC6 > -1.470731
PC9 <= 0.3598154
PC12 <= 0.2684515
PC13 > 0.1820254
PC18 <= 0.2001757
PC19 > -1.521262
-> class 2\|3 [0.784]
Rule 29/262: (79.8/17.1, lift 6.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 1.706811
PC15 <= -2.751601
PC57 <= 0.0181126
-> class 2\|3 [0.778]
Rule 29/263: (64.4/16.8, lift 6.3)
PC1 <= -0.430681
PC2 <= -1.721669
PC4 > -0.4070493
PC8 > -0.5441133
PC8 <= 1.280768
PC23 > -1.11488
PC44 > 0.4781069
PC57 > 0.0181126
PC95 > -0.1984325
-> class 2\|3 [0.731]
Rule 29/264: (939.4/300.6, lift 5.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.3182207
PC8 > -2.62821
PC8 <= -0.5441133
PC9 <= 7.983715
PC14 > -3.571462
PC23 <= 2.203005
PC28 > -0.2656237
PC29 <= 0.2788967
PC45 <= 0.4335379
PC63 <= 0.1548471
PC90 <= 0.9568366
-> class 2\|3 [0.680]
Rule 29/265: (15.7/5.9, lift 5.2)
PC1 <= -0.430681
PC8 > 1.706811
PC100 > 3.426843
-> class 2\|3 [0.609]
Rule 29/266: (51.7/20.8, lift 5.1)
PC1 <= -0.430681
PC8 > -0.5441133
PC8 <= 1.706811
PC19 <= -0.7104394
PC23 > -1.11488
PC57 > 0.0181126
PC75 <= 0.07208364
-> class 2\|3 [0.594]
Rule 29/267: (57.2, lift 23.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC15 <= 2.051718
PC26 <= -2.999648
PC38 <= 0.1580302
-> class 2\|4 [0.983]
Rule 29/268: (35.4, lift 23.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5441133
PC21 <= -0.6742345
PC45 > 0.4335379
-> class 2\|4 [0.973]
Rule 29/269: (32.1, lift 23.0)
PC8 <= -2.62821
PC15 <= 2.051718
PC23 <= -2.01012
PC38 <= 0.1580302
-> class 2\|4 [0.971]
Rule 29/270: (57.6/1, lift 22.9)
PC1 > -0.430681
PC9 <= -3.550226
PC12 > 0.2684515
PC57 > -0.07739355
-> class 2\|4 [0.967]
Rule 29/271: (47.8/11.4, lift 17.8)
PC1 > -0.430681
PC8 <= -4.446409
PC65 > 0.5865557
-> class 2\|4 [0.750]
Rule 29/272: (4525.9/3697.3, lift 4.3)
PC2 <= 2.5099
PC8 <= -0.5441133
PC9 <= 7.983715
-> class 2\|4 [0.183]
Default class: 2\|2
----- Trial 30: -----
Rules:
Rule 30/1: (185, lift 17.1)
PC3 > -4.942089
PC13 > -2.659486
PC13 <= 6.717022
PC18 > 2.290524
PC22 > -0.4960029
PC26 <= 0.6911535
PC52 <= 3.92628
PC55 > -0.4814019
PC64 <= -0.3266885
PC90 <= 1.414193
PC97 <= 0.2367853
-> class 0\|0 [0.995]
Rule 30/2: (59.6, lift 16.9)
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC31 > -0.2922627
PC70 <= -1.065531
PC91 <= 2.682686
PC97 > 0.2367853
-> class 0\|0 [0.984]
Rule 30/3: (70.3/0.3, lift 16.9)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC67 > 0.2726204
PC73 > -3.422196
PC91 <= 2.682686
PC97 > 0.2367853
-> class 0\|0 [0.982]
Rule 30/4: (138.7/2, lift 16.8)
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC52 <= 3.92628
PC55 > -0.4814019
PC73 > 0.9629729
PC91 <= 2.682686
-> class 0\|0 [0.979]
Rule 30/5: (36.4, lift 16.7)
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC57 > 1.331304
PC73 > -3.422196
PC91 <= 2.682686
PC97 > 0.2367853
-> class 0\|0 [0.974]
Rule 30/6: (96.9/1.8, lift 16.7)
PC2 > 2.5099
PC3 > -1.644617
PC3 <= 1.640775
PC18 > 0.1693852
PC21 <= 0.4933791
PC53 <= -0.998706
-> class 0\|0 [0.971]
Rule 30/7: (29.5, lift 16.6)
PC2 > 2.5099
PC3 > -1.644617
PC18 > 0.1693852
PC48 > 0.4541678
PC49 <= 0.6167688
-> class 0\|0 [0.968]
Rule 30/8: (20.9, lift 16.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.300935
PC18 > 0.1693852
PC18 <= 2.290524
-> class 0\|0 [0.956]
Rule 30/9: (15.1, lift 16.2)
PC1 > -0.430681
PC8 > 0.08273966
PC12 > -0.01246285
PC18 > 1.296624
-> class 0\|0 [0.942]
Rule 30/10: (525.1/30.7, lift 16.1)
PC3 > -4.942089
PC4 > -8.071015
PC13 <= 6.717022
PC17 > -0.1426359
PC18 > 2.290524
PC22 > -0.4960029
PC26 <= 0.6911535
PC31 > -0.2922627
PC38 <= 3.234724
PC51 <= 0.5281114
PC52 <= 3.92628
PC55 > -0.2111342
PC56 <= 1.104476
PC90 <= 1.414193
PC91 <= 2.682686
PC97 <= 0.2367853
-> class 0\|0 [0.940]
Rule 30/11: (65.6/3.3, lift 16.1)
PC3 > -4.942089
PC4 <= -8.071015
PC13 > -2.659486
PC13 <= -0.08638959
PC18 > 2.848612
PC26 <= 0.6911535
PC51 <= 0.5281114
PC62 <= 0.1587691
PC64 <= 0.2838365
PC97 <= 0.2367853
-> class 0\|0 [0.937]
Rule 30/12: (460.1/31.4, lift 16.0)
PC3 > -4.942089
PC4 > -8.071015
PC5 > -0.5161799
PC13 > -2.659486
PC13 <= 6.717022
PC17 > -0.1426359
PC18 > 2.290524
PC22 > -0.4960029
PC26 <= 0.6911535
PC31 > -0.2922627
PC38 <= 3.234724
PC51 <= 0.5281114
PC52 <= 3.92628
PC55 > -0.4814019
PC56 <= 1.104476
PC90 <= 1.414193
PC91 <= 2.682686
PC97 <= 0.2367853
-> class 0\|0 [0.930]
Rule 30/13: (7.9, lift 15.4)
PC10 <= -7.303295
PC18 > 2.290524
PC31 > -0.2922627
-> class 0\|0 [0.899]
Rule 30/14: (10.8/0.6, lift 15.0)
PC2 > 2.5099
PC3 > -1.644617
PC18 > 0.1693852
PC18 <= 2.290524
PC53 > -0.998706
PC79 <= -0.9574304
-> class 0\|0 [0.874]
Rule 30/15: (124.7/15.1, lift 15.0)
PC2 > 2.5099
PC3 > -1.644617
PC3 <= 1.640775
PC18 > 0.1693852
PC23 <= -0.9889438
PC49 <= 0.6167688
-> class 0\|0 [0.873]
Rule 30/16: (38.3/4.3, lift 14.9)
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC55 > -0.4814019
PC73 <= 0.9629729
PC75 > 0.1340645
PC97 > 0.2367853
-> class 0\|0 [0.869]
Rule 30/17: (10.6/1.4, lift 13.9)
PC2 > 2.5099
PC7 <= -0.7460212
PC18 <= 0.1693852
PC20 > -3.440173
PC90 <= -2.003361
-> class 0\|0 [0.807]
Rule 30/18: (35.6/8.9, lift 12.6)
PC6 > -0.4098393
PC13 > 6.717022
PC18 > 2.058226
PC57 <= 4.804033
-> class 0\|0 [0.736]
Rule 30/19: (43/11.3, lift 12.5)
PC2 > 2.5099
PC3 > -1.644617
PC3 <= 1.640775
PC18 > 0.1693852
PC18 <= 2.290524
PC49 > 0.6167688
-> class 0\|0 [0.726]
Rule 30/20: (73.6/20.6, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.1693852
PC21 <= 0.4933791
PC71 > 0.6056829
PC73 > -3.422196
PC90 > -2.018236
-> class 0\|0 [0.714]
Rule 30/21: (22.8/7, lift 11.6)
PC3 <= -1.644617
PC13 <= 6.717022
PC18 > 0.1693852
PC18 <= 2.290524
PC43 <= -2.217216
PC90 > -2.018236
-> class 0\|0 [0.678]
Rule 30/22: (64.5, lift 11.7)
PC4 <= -8.071015
PC18 > 0.1693852
PC18 <= 2.848612
PC62 <= 0.1587691
PC64 > -0.3266885
PC73 <= 0.9629729
PC90 <= 1.414193
-> class 0\|1 [0.985]
Rule 30/23: (61.9, lift 11.7)
PC4 <= -8.071015
PC18 > 0.1693852
PC56 <= 1.104476
PC62 > 0.1587691
PC64 > -0.3266885
PC64 <= 0.2838365
PC73 <= 0.9629729
-> class 0\|1 [0.984]
Rule 30/24: (55.8, lift 11.7)
PC6 <= -0.4098393
PC13 > 6.717022
PC13 <= 10.90493
PC18 > 2.058226
PC49 <= 0.7899179
PC66 <= 0.6278729
-> class 0\|1 [0.983]
Rule 30/25: (49.8, lift 11.7)
PC3 > -4.942089
PC18 > 2.290524
PC26 > 0.6911535
PC73 <= 0.9629729
PC97 <= 0.2367853
-> class 0\|1 [0.981]
Rule 30/26: (47.7, lift 11.6)
PC4 <= -8.071015
PC17 > -0.1426359
PC64 > 0.2838365
PC73 <= 0.9629729
PC90 <= 1.414193
-> class 0\|1 [0.980]
Rule 30/27: (45.2, lift 11.6)
PC13 <= 6.717022
PC18 > 0.1693852
PC21 <= 0.4933791
PC29 <= 6.409384
PC39 > 0.7690024
PC67 <= 0.7430756
PC71 <= 0.6056829
PC73 > -3.422196
PC79 > 0.6133943
PC90 > -2.018236
-> class 0\|1 [0.979]
Rule 30/28: (116.1/1.7, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.1693852
PC31 <= -0.2922627
PC52 <= 3.92628
PC73 > -3.422196
PC73 <= 0.9629729
-> class 0\|1 [0.977]
Rule 30/29: (38.9, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -2.659486
PC13 <= 6.717022
PC17 > -0.1426359
PC18 > 0.1693852
PC51 > 0.5281114
PC56 <= 1.104476
PC64 > -0.3266885
PC73 <= 0.9629729
PC97 <= 0.2367853
-> class 0\|1 [0.976]
Rule 30/30: (35, lift 11.6)
PC4 <= -8.071015
PC13 > -0.08638959
PC18 > 2.290524
PC64 > -0.3266885
PC73 <= 0.9629729
-> class 0\|1 [0.973]
Rule 30/31: (71.4/1, lift 11.6)
PC5 > -0.6030719
PC10 <= -2.359498
PC18 > -1.127962
PC18 <= 0.1693852
PC88 <= -0.4034106
-> class 0\|1 [0.972]
Rule 30/32: (196/5.3, lift 11.5)
PC3 <= -1.045345
PC10 > -7.303295
PC18 > 2.290524
PC29 <= 6.409384
PC52 <= 3.92628
PC57 <= 1.331304
PC67 <= 0.2726204
PC70 > -1.065531
PC73 <= 0.9629729
PC75 <= 0.1340645
PC97 > 0.2367853
-> class 0\|1 [0.968]
Rule 30/33: (49/0.8, lift 11.5)
PC3 <= 1.640775
PC7 > -0.7460212
PC10 <= -1.294428
PC16 <= -0.391978
PC17 <= -0.5178236
PC18 > -1.127962
-> class 0\|1 [0.965]
Rule 30/34: (42.1/0.6, lift 11.4)
PC13 <= 6.717022
PC18 > 2.290524
PC56 > 1.104476
PC73 > -3.422196
PC73 <= 0.9629729
-> class 0\|1 [0.963]
Rule 30/35: (24.5, lift 11.4)
PC5 <= -0.5161799
PC18 > 2.290524
PC55 <= -0.2111342
PC73 <= 0.9629729
-> class 0\|1 [0.962]
Rule 30/36: (30.3/0.3, lift 11.4)
PC13 <= 6.717022
PC17 <= -0.1426359
PC18 > 2.290524
PC29 <= 6.409384
PC55 > -0.4814019
PC73 > -3.422196
PC97 <= 0.2367853
-> class 0\|1 [0.960]
Rule 30/37: (54.7/1.3, lift 11.4)
PC13 <= 6.717022
PC18 > 2.290524
PC29 <= 6.409384
PC52 > 3.92628
PC67 <= 0.7430756
PC73 > -3.422196
-> class 0\|1 [0.959]
Rule 30/38: (34.3/0.8, lift 11.3)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 2.290524
PC52 <= 3.92628
PC91 > 2.682686
-> class 0\|1 [0.950]
Rule 30/39: (417.3/24.6, lift 11.2)
PC2 > 2.5099
PC3 <= -1.644617
PC13 <= 6.717022
PC18 > 0.1693852
PC18 <= 2.290524
PC21 <= 0.4933791
PC43 > -2.217216
PC67 <= 0.7430756
PC71 <= 0.6056829
PC79 <= 0.6133943
PC80 <= 0.5694441
PC90 > -2.018236
PC93 > -1.297867
PC95 > -1.420945
-> class 0\|1 [0.939]
Rule 30/40: (28.9/0.9, lift 11.2)
PC13 <= 6.717022
PC18 > 2.290524
PC22 <= -0.4960029
PC31 > -0.2922627
PC97 <= 0.2367853
-> class 0\|1 [0.938]
Rule 30/41: (13.3, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6030719
PC7 > -0.7460212
PC18 <= 0.1693852
PC87 > 0.302502
-> class 0\|1 [0.935]
Rule 30/42: (20/0.5, lift 11.1)
PC7 > -0.7460212
PC10 <= -1.294428
PC17 <= -0.5178236
PC18 > -1.127962
PC60 <= -0.4756015
PC88 > -0.4034106
-> class 0\|1 [0.934]
Rule 30/43: (216.4/17.5, lift 10.9)
PC2 > 2.5099
PC3 > -1.644617
PC3 <= 1.640775
PC6 <= 0.300935
PC18 > 0.1693852
PC18 <= 2.290524
PC23 > -0.9889438
PC48 <= 0.4541678
PC49 <= 0.6167688
PC53 > -0.998706
PC71 <= 0.6056829
PC79 > -0.9574304
-> class 0\|1 [0.915]
Rule 30/44: (73.4/6.5, lift 10.7)
PC2 > 2.5099
PC18 > 2.290524
PC55 <= -0.4814019
PC57 <= 4.804033
-> class 0\|1 [0.901]
Rule 30/45: (104.6/10.4, lift 10.6)
PC7 > -0.7460212
PC18 > -1.127962
PC30 > 4.653916
-> class 0\|1 [0.893]
Rule 30/46: (174.2/21.1, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7460212
PC18 > -2.430627
PC18 <= 0.1693852
PC43 <= 0.3626536
PC90 > -2.003361
-> class 0\|1 [0.875]
Rule 30/47: (70.6/9.2, lift 10.2)
PC2 > 2.5099
PC13 > -2.659486
PC13 <= 6.717022
PC18 > 0.1693852
PC22 > -0.4960029
PC26 <= 0.6911535
PC73 > -3.422196
PC73 <= 0.9629729
PC90 > 1.414193
-> class 0\|1 [0.860]
Rule 30/48: (56.9/9.2, lift 9.8)
PC2 > 2.5099
PC5 > -0.6030719
PC10 <= -1.294428
PC17 > -0.5178236
PC18 > -1.127962
PC18 <= 0.1693852
PC37 <= 1.807821
-> class 0\|1 [0.826]
Rule 30/49: (67.6/11.5, lift 9.8)
PC3 <= 1.640775
PC10 <= -1.294428
PC11 <= -0.01467536
PC17 <= -0.5178236
PC18 > -1.127962
PC60 > -0.4756015
-> class 0\|1 [0.821]
Rule 30/50: (70.6/16.9, lift 9.0)
PC13 <= -2.659486
PC18 > 0.1693852
PC22 > -0.4960029
PC26 <= 0.6911535
PC52 <= 3.92628
PC73 <= 0.9629729
PC97 <= 0.2367853
-> class 0\|1 [0.754]
Rule 30/51: (123.2, lift 11.0)
PC5 > -0.6030719
PC7 > -0.7460212
PC10 <= -1.294428
PC11 > -0.01467536
PC16 > -0.391978
PC17 <= -0.5178236
PC18 > -1.127962
PC18 <= 0.1693852
PC60 > -0.4756015
PC88 > -0.4034106
-> class 0\|2 [0.992]
Rule 30/52: (59.7, lift 10.9)
PC4 > 7.788401
PC18 <= -1.127962
PC32 <= -1.093292
-> class 0\|2 [0.984]
Rule 30/53: (58.2, lift 10.9)
PC4 <= -7.746524
PC5 > -0.6030719
PC7 > -0.7460212
PC11 <= 0.08682834
PC18 <= 0.1693852
-> class 0\|2 [0.983]
Rule 30/54: (58.5, lift 10.9)
PC4 <= -7.746524
PC18 <= -1.127962
PC87 > 0.02870315
-> class 0\|2 [0.983]
Rule 30/55: (52.5, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7460212
PC18 <= 0.1693852
PC20 > -3.440173
PC43 > 0.3626536
-> class 0\|2 [0.982]
Rule 30/56: (51.1, lift 10.9)
PC4 > 7.788401
PC18 <= -1.127962
PC33 <= 4.897779
PC90 <= 2.256318
PC98 > 0.7557569
-> class 0\|2 [0.981]
Rule 30/57: (47.7, lift 10.9)
PC3 <= 1.640775
PC18 > -1.750188
PC18 <= -1.127962
PC20 > 2.089747
PC86 <= 1.874111
PC89 > -1.006713
-> class 0\|2 [0.980]
Rule 30/58: (39.3, lift 10.9)
PC18 > 0.1693852
PC29 > 6.409384
-> class 0\|2 [0.976]
Rule 30/59: (61.3/0.7, lift 10.8)
PC4 > 7.788401
PC18 <= -1.127962
PC90 <= 2.256318
PC99 <= -0.2831509
-> class 0\|2 [0.973]
Rule 30/60: (39.1/0.2, lift 10.8)
PC2 > 2.5099
PC5 > -0.6030719
PC7 <= -0.6580582
PC18 > -1.750188
PC18 <= -1.127962
PC58 <= 1.792402
-> class 0\|2 [0.972]
Rule 30/61: (27, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.0592674
PC7 > -0.5862954
PC11 <= -0.05541129
PC13 <= 1.230399
PC18 <= 0.1693852
PC32 > -1.346216
PC39 > -1.100589
PC89 > -1.006713
-> class 0\|2 [0.966]
Rule 30/62: (44.8/0.6, lift 10.7)
PC3 <= 1.640775
PC4 <= 7.788401
PC5 > -0.6030719
PC15 > 0.116575
PC18 > -1.750188
PC18 <= -1.127962
PC89 > -1.006713
-> class 0\|2 [0.966]
Rule 30/63: (26.3, lift 10.7)
PC4 <= 7.788401
PC10 <= -5.74791
PC18 <= -1.127962
PC78 <= 2.983765
-> class 0\|2 [0.965]
Rule 30/64: (90.1/2.2, lift 10.7)
PC3 <= -1.644617
PC10 > -3.117805
PC13 <= 6.717022
PC18 > 0.1693852
PC18 <= 2.290524
PC39 <= 0.7690024
PC73 > -3.422196
PC79 > 0.6133943
PC90 > -2.018236
-> class 0\|2 [0.965]
Rule 30/65: (26, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.750188
PC18 <= -1.127962
PC19 > 0.1037472
PC58 <= 1.792402
PC78 <= 2.983765
PC89 > -1.006713
-> class 0\|2 [0.964]
Rule 30/66: (25.5, lift 10.7)
PC13 > 6.717022
PC18 > 2.058226
PC66 > 0.6278729
-> class 0\|2 [0.964]
Rule 30/67: (23.4, lift 10.7)
PC13 > 6.717022
PC15 > 0.9397237
PC18 > 0.1693852
PC18 <= 2.058226
-> class 0\|2 [0.961]
Rule 30/68: (22.2, lift 10.7)
PC2 > 8.107922
PC7 > -0.5862954
PC18 <= -1.127962
PC28 > -3.304819
PC37 > -0.7685974
PC39 > -1.100589
PC89 > -1.006713
-> class 0\|2 [0.959]
Rule 30/69: (95.6/3.1, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > -0.6030719
PC18 > -1.750188
PC18 <= -1.127962
PC60 <= -0.08219276
PC78 <= 2.983765
PC86 <= 1.874111
PC89 > -1.006713
-> class 0\|2 [0.958]
Rule 30/70: (151.8/5.9, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7460212
PC10 > -1.294428
PC12 <= 2.8626
PC18 > -1.127962
PC18 <= 0.1693852
PC49 <= 1.458949
PC53 <= 2.436457
PC75 <= 0.01605763
PC86 <= 2.675882
-> class 0\|2 [0.955]
Rule 30/71: (19.7, lift 10.6)
PC2 > 2.5099
PC7 > -0.7460212
PC10 > -1.294428
PC18 > -1.127962
PC18 <= 0.1693852
PC30 <= 4.653916
PC36 <= -1.343822
PC75 > 0.01605763
-> class 0\|2 [0.953]
Rule 30/72: (16.4, lift 10.5)
PC13 <= 6.717022
PC18 > 0.1693852
PC18 <= 2.290524
PC21 <= 0.4933791
PC71 <= 0.6056829
PC79 <= 0.6133943
PC93 <= -1.297867
-> class 0\|2 [0.946]
Rule 30/73: (50.1/1.9, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.127962
PC18 <= 0.1693852
PC32 <= 1.060273
PC36 > -1.343822
PC94 > 0.7097058
-> class 0\|2 [0.944]
Rule 30/74: (20/0.3, lift 10.5)
PC4 > 7.889118
PC10 > -1.294428
PC18 > -1.127962
PC32 <= 1.060273
PC36 > -1.343822
PC75 > 0.01605763
-> class 0\|2 [0.941]
Rule 30/75: (28.4/0.8, lift 10.5)
PC13 > 6.717022
PC18 > 0.1693852
PC18 <= 2.058226
PC50 > 0.4547328
PC57 <= 4.804033
-> class 0\|2 [0.941]
Rule 30/76: (26.2/0.7, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7460212
PC15 <= 0.116575
PC18 > -1.750188
PC18 <= 0.1693852
PC58 <= 1.792402
PC60 > -0.08219276
PC89 > -1.006713
PC95 > 0.7944287
-> class 0\|2 [0.939]
Rule 30/77: (57.2/2.7, lift 10.4)
PC3 <= 1.640775
PC4 > -7.746524
PC6 <= 0.0592674
PC13 <= 1.230399
PC16 <= 2.101484
PC18 <= -1.127962
PC52 > 1.599254
PC60 <= 0.6575359
PC75 <= 0.2081409
PC89 > -1.006713
PC96 > -0.7313746
-> class 0\|2 [0.938]
Rule 30/78: (46.2/2.2, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6030719
PC7 > -0.7460212
PC18 <= 0.1693852
PC87 <= 0.302502
-> class 0\|2 [0.935]
Rule 30/79: (13.1, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.750188
PC18 <= -1.127962
PC78 <= 2.983765
PC86 <= 1.874111
PC89 > -1.006713
PC99 <= -1.194885
-> class 0\|2 [0.934]
Rule 30/80: (63.2/3.5, lift 10.4)
PC3 <= 1.640775
PC6 > 0.0592674
PC15 <= -0.2179118
PC18 <= -1.750188
PC64 <= -0.4595622
-> class 0\|2 [0.931]
Rule 30/81: (11.5, lift 10.3)
PC3 <= 1.640775
PC5 <= -0.4823957
PC7 > -0.7460212
PC18 > -1.750188
PC18 <= -1.127962
-> class 0\|2 [0.926]
Rule 30/82: (23.3/1, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC5 > -0.6030719
PC18 <= -1.127962
PC78 <= 2.983765
PC81 > 1.765621
-> class 0\|2 [0.920]
Rule 30/83: (30.6/1.6, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.2945656
PC16 <= 2.101484
PC78 <= 2.983765
-> class 0\|2 [0.919]
Rule 30/84: (10.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.1693852
PC18 <= 2.290524
PC21 <= 0.4933791
PC43 > -2.217216
PC93 > -1.297867
PC95 <= -1.420945
-> class 0\|2 [0.918]
Rule 30/85: (10.1, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.1693852
PC39 > -1.100589
PC68 <= 0.3270253
PC78 <= 2.983765
PC96 > -0.7313746
PC97 > 2.006778
-> class 0\|2 [0.917]
Rule 30/86: (46.3/3.2, lift 10.2)
PC3 <= 1.640775
PC7 > -0.6580582
PC16 > 1.104762
PC18 > -1.750188
PC18 <= -1.127962
PC86 <= 1.874111
PC89 > -1.006713
-> class 0\|2 [0.914]
Rule 30/87: (9.1, lift 10.1)
PC7 > -0.5862954
PC16 <= 2.101484
PC18 <= -1.750188
PC39 > -1.100589
PC71 > 0.8343233
PC78 <= 2.983765
PC81 <= 1.765621
PC89 > -1.006713
-> class 0\|2 [0.910]
Rule 30/88: (82.6/6.9, lift 10.1)
PC2 > 2.5099
PC2 <= 8.107922
PC3 <= 1.640775
PC7 > -0.5862954
PC11 <= 0.2945656
PC13 <= 1.230399
PC18 <= 0.1693852
PC32 <= -1.346216
PC37 > -0.7685974
PC67 > -0.3051596
-> class 0\|2 [0.907]
Rule 30/89: (16.8/0.8, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.300935
PC18 > 0.1693852
PC18 <= 2.290524
PC71 <= 0.6056829
PC79 <= 0.6133943
PC80 > 0.5694441
-> class 0\|2 [0.906]
Rule 30/90: (9.3/0.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.230399
PC16 > 2.076187
PC16 <= 2.101484
PC60 <= 0.6575359
-> class 0\|2 [0.900]
Rule 30/91: (37.8/3, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.1693852
PC18 <= 2.290524
PC57 <= 4.804033
PC90 <= -2.018236
-> class 0\|2 [0.899]
Rule 30/92: (37.1/2.9, lift 10.0)
PC6 <= -0.4098393
PC13 > 10.90493
PC18 > 2.058226
PC57 <= 4.804033
-> class 0\|2 [0.899]
Rule 30/93: (17.2/1, lift 10.0)
PC13 <= 1.230399
PC16 <= 2.101484
PC18 <= 0.1693852
PC39 > -1.100589
PC57 <= 1.492087
PC59 <= -2.342886
PC78 <= 2.983765
PC96 > -0.7313746
-> class 0\|2 [0.897]
Rule 30/94: (35.3/3, lift 9.9)
PC3 <= 1.640775
PC7 > -0.7460212
PC16 <= 2.101484
PC18 <= -1.127962
PC37 > -0.7685974
PC39 > -1.100589
PC57 > 1.492087
PC63 <= 1.124542
PC78 <= 2.983765
PC89 > -1.006713
PC96 > -0.7313746
-> class 0\|2 [0.893]
Rule 30/95: (74.9/7.2, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7460212
PC18 > -1.750188
PC18 <= -1.127962
PC44 > 0.5340554
PC95 <= 0.7944287
-> class 0\|2 [0.893]
Rule 30/96: (13.9/0.7, lift 9.9)
PC13 > 6.717022
PC18 > 0.1693852
PC18 <= 2.058226
PC22 > -0.5599737
PC50 <= 0.4547328
-> class 0\|2 [0.893]
Rule 30/97: (42/4.2, lift 9.8)
PC7 <= -0.7460212
PC18 <= 0.1693852
PC20 <= -3.440173
PC83 > 0.06300803
-> class 0\|2 [0.882]
Rule 30/98: (28/2.7, lift 9.7)
PC3 <= 1.640775
PC7 <= -0.7460212
PC18 <= -2.430627
PC20 > -3.440173
-> class 0\|2 [0.875]
Rule 30/99: (64.8/7.4, lift 9.7)
PC7 > -0.7460212
PC16 <= 2.101484
PC18 <= -1.127962
PC39 > -1.100589
PC63 > 1.124542
PC78 <= 2.983765
PC81 <= 1.765621
PC89 > -1.006713
PC96 > -0.7313746
-> class 0\|2 [0.874]
Rule 30/100: (5.4, lift 9.6)
PC7 > -0.7460212
PC10 > -2.359498
PC10 <= -1.294428
PC18 > -1.127962
PC18 <= 0.1693852
PC88 <= -0.4034106
-> class 0\|2 [0.864]
Rule 30/101: (49.4/6.2, lift 9.6)
PC7 > -0.7460212
PC7 <= -0.5862954
PC18 <= -1.750188
PC81 <= 1.765621
PC89 > -1.006713
PC96 > -0.7313746
-> class 0\|2 [0.861]
Rule 30/102: (41.1/5.1, lift 9.5)
PC7 <= -0.7460212
PC18 <= 0.1693852
PC20 <= -3.440173
PC51 <= 0.08199447
-> class 0\|2 [0.858]
Rule 30/103: (4.4, lift 9.4)
PC7 <= -0.7460212
PC12 > -0.3218363
PC18 <= 0.1693852
PC20 <= -3.440173
-> class 0\|2 [0.843]
Rule 30/104: (27.9/3.8, lift 9.4)
PC4 > -7.746524
PC7 > -0.7460212
PC7 <= -0.3301688
PC13 <= 1.230399
PC18 <= -1.750188
PC46 > 0.2262207
PC60 <= 0.6575359
PC68 <= 0.3270253
PC96 > -0.7313746
-> class 0\|2 [0.841]
Rule 30/105: (21.1/2.8, lift 9.3)
PC5 > -0.6030719
PC16 <= 2.101484
PC18 <= -1.750188
PC39 > -1.100589
PC57 <= 1.492087
PC67 > -0.3051596
PC89 > -1.006713
PC90 <= -1.113714
PC96 > -0.7313746
-> class 0\|2 [0.837]
Rule 30/106: (49.9/7.6, lift 9.3)
PC4 <= 7.788401
PC7 > -0.5862954
PC18 <= -1.750188
PC28 > -3.304819
PC37 <= -0.7685974
PC39 > -1.100589
PC63 <= 1.124542
PC89 > -1.006713
PC96 > -0.7313746
-> class 0\|2 [0.834]
Rule 30/107: (20.3/2.9, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.300935
PC13 <= 6.717022
PC18 > 0.1693852
PC18 <= 2.290524
PC21 > 0.4933791
-> class 0\|2 [0.824]
Rule 30/108: (43/8.5, lift 8.8)
PC4 <= 7.788401
PC18 <= -1.750188
PC28 <= -3.304819
PC78 <= 2.983765
PC89 > -1.006713
-> class 0\|2 [0.790]
Rule 30/109: (16.4/3.6, lift 8.3)
PC7 > -0.7460212
PC13 > 1.174005
PC13 <= 1.230399
PC16 <= 2.101484
PC18 <= -1.750188
PC60 <= 0.6575359
PC96 > -0.7313746
-> class 0\|2 [0.749]
Rule 30/110: (36.7/9.1, lift 8.2)
PC2 > 2.5099
PC18 > 0.1693852
PC57 <= 4.804033
PC73 <= -3.422196
-> class 0\|2 [0.738]
Rule 30/111: (87.5/36, lift 6.5)
PC2 > 2.5099
PC5 > -0.6030719
PC26 > -0.1339708
PC78 > 2.983765
-> class 0\|2 [0.586]
Rule 30/112: (181.5/1, lift 10.1)
PC2 <= 8.107922
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.7460212
PC13 > 1.230399
PC18 <= -1.750188
PC37 > -0.7685974
PC57 <= 1.492087
PC63 <= 1.124542
-> class 0\|3 [0.989]
Rule 30/113: (69.3, lift 10.1)
PC3 <= 1.640775
PC7 > -0.7460212
PC15 <= 0.116575
PC18 <= -1.127962
PC20 <= 2.089747
PC58 > 1.792402
PC60 > -0.08219276
-> class 0\|3 [0.986]
Rule 30/114: (33.9/8.4, lift 7.5)
PC2 > 2.5099
PC18 > 0.1693852
PC57 > 4.804033
-> class 0\|3 [0.738]
Rule 30/115: (7711.6/5770.9, lift 2.6)
PC2 > 2.5099
-> class 0\|3 [0.252]
Rule 30/116: (146.7, lift 21.0)
PC1 > 13.61654
PC6 <= -2.689063
PC19 > -0.3238951
PC57 > -0.6260763
-> class 1\|0 [0.993]
Rule 30/117: (170.1/0.2, lift 21.0)
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC16 <= -0.8953013
PC22 > 0.1221173
PC50 > 0.221793
PC65 > -0.1389549
PC67 <= 0.3667957
PC94 <= 0.03857326
-> class 1\|0 [0.993]
Rule 30/118: (84.3, lift 20.9)
PC2 <= 2.5099
PC5 <= 12.1829
PC13 <= 0.2095596
PC16 <= -1.941889
PC51 <= -0.730997
-> class 1\|0 [0.988]
Rule 30/119: (71.9, lift 20.8)
PC1 > -0.430681
PC1 <= 0.3860425
PC8 > -3.76792
PC15 <= -2.325031
PC16 <= 0.4843179
PC64 > -0.5553451
-> class 1\|0 [0.986]
Rule 30/120: (49.7, lift 20.7)
PC10 <= 0.9532421
PC16 <= -1.941889
PC17 > 0.3734994
PC55 <= -0.8495878
PC59 <= 0.2455147
-> class 1\|0 [0.981]
Rule 30/121: (50.6, lift 20.7)
PC1 > -0.2019541
PC1 <= 0.3860425
PC2 <= 2.5099
PC3 > 0.09497605
PC16 <= 0.4843179
PC64 > -0.5553451
PC99 <= -0.4568278
-> class 1\|0 [0.981]
Rule 30/122: (43.2, lift 20.6)
PC1 > -0.2019541
PC1 <= 0.3860425
PC2 <= 2.5099
PC8 > -3.76792
PC16 <= 0.4843179
PC72 > 0.1759172
-> class 1\|0 [0.978]
Rule 30/123: (29.4, lift 20.4)
PC1 > -0.430681
PC10 <= 0.9532421
PC14 <= -2.132867
PC59 > 0.2455147
-> class 1\|0 [0.968]
Rule 30/124: (289.1/10.5, lift 20.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 6.79025
PC5 <= 12.1829
PC10 <= 0.9532421
PC11 <= 0.8985437
PC16 <= -1.941889
PC29 <= 0.3736836
PC30 > -0.9750756
PC55 > -0.8495878
PC59 <= 0.2455147
PC68 > -1.754716
PC91 > -0.5109994
-> class 1\|0 [0.961]
Rule 30/125: (122.8/6, lift 19.9)
PC2 > 2.5099
PC7 <= 10.73645
PC8 > -3.622398
PC12 <= -0.05653552
PC22 > 0.1221173
PC33 <= 0.843222
PC45 > -0.6026969
PC65 > -0.1389549
PC71 > 1.293306
PC77 <= 0.7041603
PC95 <= -0.1146498
-> class 1\|0 [0.944]
Rule 30/126: (13.7, lift 19.8)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.76792
PC16 > -1.941889
PC16 <= 0.4843179
PC57 <= -1.721336
-> class 1\|0 [0.936]
Rule 30/127: (7.1, lift 18.7)
PC1 > -0.430681
PC8 > 2.329999
PC16 > -1.941889
PC96 <= -1.630827
-> class 1\|0 [0.887]
Rule 30/128: (7.3/0.1, lift 18.6)
PC1 > 0.3860425
PC3 > 0.09497605
PC11 <= 5.04457
PC16 > -1.941889
PC16 <= 0.4843179
PC93 > 0.8448398
-> class 1\|0 [0.881]
Rule 30/129: (108.3, lift 14.7)
PC1 > -0.2019541
PC1 <= 0.3860425
PC2 <= 2.5099
PC3 > 0.09497605
PC15 > -2.325031
PC16 <= 0.4843179
PC72 <= 0.1759172
PC99 > -0.4568278
-> class 1\|1 [0.991]
Rule 30/130: (107.3, lift 14.7)
PC1 > -0.430681
PC6 > -2.689063
PC12 > 2.889639
PC16 > -1.941889
PC48 <= 0.004313967
-> class 1\|1 [0.991]
Rule 30/131: (137.1/0.3, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC7 <= 10.73645
PC16 <= -0.8953013
PC50 <= 0.221793
PC71 <= 1.293306
-> class 1\|1 [0.991]
Rule 30/132: (86.4, lift 14.7)
PC5 > 12.1829
PC16 <= -1.941889
PC88 > -0.1014291
-> class 1\|1 [0.989]
Rule 30/133: (70.5, lift 14.6)
PC3 > 1.640775
PC12 <= -0.05653552
PC16 <= -0.8953013
PC22 > 0.1221173
PC45 <= -0.6026969
PC50 <= 0.221793
-> class 1\|1 [0.986]
Rule 30/134: (66.3, lift 14.6)
PC1 > -0.430681
PC16 <= -1.941889
PC47 <= 2.443133
PC59 <= 0.2455147
PC91 <= -0.5109994
-> class 1\|1 [0.985]
Rule 30/135: (57, lift 14.6)
PC2 > 2.5099
PC8 <= -3.622398
PC16 <= -0.8953013
-> class 1\|1 [0.983]
Rule 30/136: (156.4/1.9, lift 14.5)
PC1 > -0.430681
PC9 > 0.4818569
PC10 > 0.9532421
PC16 <= -1.941889
PC47 <= 2.443133
PC51 > -0.730997
-> class 1\|1 [0.982]
Rule 30/137: (48.1, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.05653552
PC16 <= -0.8953013
-> class 1\|1 [0.980]
Rule 30/138: (44.9, lift 14.5)
PC3 <= 0.09497605
PC5 <= -4.521434
PC6 > -2.689063
PC8 > 0.05853367
PC12 <= 2.889639
-> class 1\|1 [0.979]
Rule 30/139: (45.3, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC77 > 0.7041603
-> class 1\|1 [0.979]
Rule 30/140: (42.8, lift 14.5)
PC3 > 1.640775
PC16 <= -0.8953013
PC22 > 0.1221173
PC45 > -0.6026969
PC50 <= 0.221793
PC95 > -0.1146498
-> class 1\|1 [0.978]
Rule 30/141: (43.6, lift 14.5)
PC3 > 1.640775
PC16 <= -0.8953013
PC33 > 0.843222
PC50 <= 0.221793
-> class 1\|1 [0.978]
Rule 30/142: (134.2/2.2, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC65 <= -0.1389549
-> class 1\|1 [0.977]
Rule 30/143: (116.3/2.7, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 <= 0.9532421
PC13 <= 0.2095596
PC14 > -2.132867
PC16 <= -1.941889
PC38 > -0.7205423
PC51 > -0.730997
PC59 > 0.2455147
-> class 1\|1 [0.969]
Rule 30/144: (29.4, lift 14.3)
PC1 > 7.579506
PC3 <= 0.09497605
PC6 > -2.689063
PC8 > -3.76792
PC12 <= 2.889639
PC16 > -1.941889
PC19 > -1.432916
-> class 1\|1 [0.968]
Rule 30/145: (178.7/4.9, lift 14.3)
PC13 <= 0.2095596
PC16 <= -1.941889
PC17 <= 0.3734994
PC29 <= 0.3736836
PC38 > -0.7205423
PC51 > -0.730997
PC55 <= -0.8495878
-> class 1\|1 [0.967]
Rule 30/146: (42.7/0.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC67 > 0.3667957
-> class 1\|1 [0.967]
Rule 30/147: (27.4, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 1.26344
PC22 > 0.5648835
PC51 > -0.7567238
-> class 1\|1 [0.966]
Rule 30/148: (115.8/5.5, lift 14.0)
PC7 > 10.73645
PC16 <= -0.8953013
-> class 1\|1 [0.945]
Rule 30/149: (43.4/1.7, lift 13.9)
PC2 <= 2.5099
PC16 <= -1.941889
PC29 > 0.3736836
PC47 <= 2.443133
-> class 1\|1 [0.940]
Rule 30/150: (109.3/5.9, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC94 > 0.03857326
-> class 1\|1 [0.938]
Rule 30/151: (35.6/1.4, lift 13.9)
PC1 > -0.430681
PC4 <= -2.793473
PC8 > -3.76792
PC16 <= 0.4843179
PC18 <= 0.1512169
-> class 1\|1 [0.936]
Rule 30/152: (12.7, lift 13.8)
PC1 > 7.579506
PC6 > -2.689063
PC16 > -1.941889
PC18 > 0.183934
-> class 1\|1 [0.932]
Rule 30/153: (91/6.4, lift 13.6)
PC2 <= 2.5099
PC3 > 6.79025
PC16 <= -1.941889
PC47 <= 2.443133
PC51 > -0.730997
-> class 1\|1 [0.920]
Rule 30/154: (42.2/2.9, lift 13.5)
PC1 > 13.61654
PC6 <= -2.689063
PC8 > -3.76792
PC19 <= -0.3238951
-> class 1\|1 [0.911]
Rule 30/155: (29.4/2, lift 13.4)
PC1 > 13.61654
PC19 > -0.3238951
PC57 <= -0.6260763
-> class 1\|1 [0.904]
Rule 30/156: (28.9/2, lift 13.4)
PC1 > 0.3860425
PC2 > 0.1962901
PC2 <= 2.5099
PC12 <= 2.889639
PC16 <= 0.4843179
PC18 <= 0.1512169
PC65 <= 0.7856241
PC98 <= -0.0891184
-> class 1\|1 [0.903]
Rule 30/157: (23.3/1.7, lift 13.2)
PC1 > -0.2019541
PC1 <= 0.6984773
PC2 <= 0.1962901
PC3 > 0.09497605
PC16 > -1.941889
PC16 <= 0.4843179
-> class 1\|1 [0.892]
Rule 30/158: (23.7/1.9, lift 13.2)
PC1 > 0.3860425
PC2 > 0.1962901
PC16 > -1.941889
PC16 <= -1.470685
PC18 <= 0.1512169
PC57 > -1.721336
PC65 <= 0.7856241
-> class 1\|1 [0.888]
Rule 30/159: (4.7, lift 12.6)
PC1 <= -0.430681
PC2 > -1.042482
PC2 <= 2.5099
PC8 > -0.2273773
PC89 > 0.5115027
-> class 1\|1 [0.851]
Rule 30/160: (111.1/17.5, lift 12.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 1.26344
PC22 > -2.091307
PC22 <= 0.5648835
PC26 > 0.08936542
PC51 > -0.7567238
PC65 > -0.6740059
PC83 > -0.5257682
-> class 1\|1 [0.837]
Rule 30/161: (18.6/2.9, lift 12.0)
PC2 <= 2.5099
PC16 <= -1.941889
PC51 > -0.730997
PC55 > -0.8495878
PC68 <= -1.754716
-> class 1\|1 [0.811]
Rule 30/162: (11.3/1.8, lift 11.7)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > 0.4843179
PC20 > 0.1123422
PC43 > 0.2472673
-> class 1\|1 [0.789]
Rule 30/163: (230, lift 14.0)
PC1 > 0.6984773
PC2 <= 0.1962901
PC3 > 0.09497605
PC8 > -1.648218
PC11 <= 5.04457
PC16 > -1.941889
PC16 <= 0.4843179
PC18 <= 0.1512169
PC25 > -0.702483
PC93 <= 0.8448398
-> class 1\|2 [0.996]
Rule 30/164: (226.3/0.3, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC8 <= 2.329999
PC16 > 0.4843179
PC20 <= 0.1123422
PC34 > -0.649151
PC43 > 0.2472673
PC56 > -0.6145489
PC82 > -0.7474867
PC94 > -0.6227846
-> class 1\|2 [0.994]
Rule 30/165: (124.6, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.26344
PC51 > -0.7567238
-> class 1\|2 [0.992]
Rule 30/166: (95.4, lift 14.0)
PC1 > 7.579506
PC3 <= 0.09497605
PC6 > -2.689063
PC8 > -3.76792
PC18 <= 0.183934
PC19 <= -1.432916
-> class 1\|2 [0.990]
Rule 30/167: (95.6, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC22 <= -2.091307
PC51 > -0.7567238
-> class 1\|2 [0.990]
Rule 30/168: (75.5, lift 13.9)
PC3 > 0.09497605
PC14 <= 0.9507063
PC16 > 0.4843179
PC43 > -0.4297231
PC43 <= 0.2472673
PC100 > 0.552591
-> class 1\|2 [0.987]
Rule 30/169: (63.1, lift 13.9)
PC5 > 12.1829
PC88 <= -0.1014291
-> class 1\|2 [0.985]
Rule 30/170: (62, lift 13.9)
PC1 > -0.430681
PC11 > 5.04457
PC16 <= 0.4843179
PC50 <= -0.7474242
-> class 1\|2 [0.984]
Rule 30/171: (58.1, lift 13.9)
PC1 > -0.430681
PC8 <= -3.76792
PC19 <= -1.527043
PC21 > 1.464151
-> class 1\|2 [0.983]
Rule 30/172: (57.1, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.508333
PC16 > -0.8953013
PC80 > 0.4327551
-> class 1\|2 [0.983]
Rule 30/173: (52.7, lift 13.8)
PC2 > 2.5099
PC3 > 9.508333
PC51 <= -0.7567238
-> class 1\|2 [0.982]
Rule 30/174: (51.7, lift 13.8)
PC3 > 1.640775
PC16 > -0.8953013
PC22 > -2.091307
PC22 <= 0.5648835
PC51 > -0.7567238
PC65 <= -0.6740059
-> class 1\|2 [0.981]
Rule 30/175: (44.7, lift 13.8)
PC1 > -0.430681
PC2 <= 2.5099
PC20 <= -1.295923
PC36 > -0.03931172
PC43 <= 0.2472673
PC46 <= 0.6824624
-> class 1\|2 [0.979]
Rule 30/176: (139.2/1.9, lift 13.8)
PC1 > -0.430681
PC3 > 0.09497605
PC8 > 2.329999
PC12 <= 2.889639
PC16 > 0.4843179
PC96 > -1.630827
-> class 1\|2 [0.979]
Rule 30/177: (40.5, lift 13.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC12 <= 2.889639
PC16 > 0.4843179
PC20 > -1.295923
PC42 > -0.07635855
PC49 > 1.242221
PC60 > -1.043131
-> class 1\|2 [0.976]
Rule 30/178: (44.2/0.3, lift 13.7)
PC5 > 4.08293
PC8 <= 2.329999
PC16 > 0.4843179
PC27 > -0.2936947
PC43 <= 0.2472673
-> class 1\|2 [0.972]
Rule 30/179: (44.2/0.4, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC22 <= 0.5648835
PC26 <= 0.08936542
PC51 > -0.7567238
-> class 1\|2 [0.970]
Rule 30/180: (26.5, lift 13.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC41 > 0.3686676
-> class 1\|2 [0.965]
Rule 30/181: (154.9/4.8, lift 13.6)
PC1 > 0.3860425
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > -2.793473
PC11 <= 5.04457
PC16 > -1.470685
PC16 <= 0.4843179
PC18 <= 0.1512169
PC25 > -0.702483
PC57 > -1.721336
PC98 > -0.0891184
-> class 1\|2 [0.963]
Rule 30/182: (23.8, lift 13.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC51 > -0.7567238
PC83 <= -0.5257682
-> class 1\|2 [0.961]
Rule 30/183: (20.3, lift 13.5)
PC1 > -0.2019541
PC3 > 0.09497605
PC8 <= 2.329999
PC16 > 0.4843179
PC27 > -0.2936947
PC60 <= -1.043131
PC76 > -1.51478
PC100 <= 0.552591
-> class 1\|2 [0.955]
Rule 30/184: (79.9/5.4, lift 13.0)
PC1 > -0.430681
PC3 > 0.09497605
PC16 > 0.4843179
PC43 > -0.4297231
PC43 <= 0.2472673
PC100 > 0.552591
-> class 1\|2 [0.922]
Rule 30/185: (7.4, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= 0.4818569
PC10 > 0.9532421
PC16 <= -1.941889
-> class 1\|2 [0.894]
Rule 30/186: (171.2/17.4, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC6 > -2.689063
PC8 <= 2.329999
PC16 > -1.941889
PC27 <= -0.2936947
PC100 <= 0.552591
-> class 1\|2 [0.894]
Rule 30/187: (67.7/8.5, lift 12.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -1.941889
PC76 <= -1.51478
-> class 1\|2 [0.863]
Rule 30/188: (103.2/0.4, lift 14.2)
PC1 > -0.430681
PC3 > 0.09497605
PC8 > -3.76792
PC11 > 5.04457
PC16 > -1.941889
PC27 > -0.4267388
PC50 > -0.7474242
-> class 1\|3 [0.986]
Rule 30/189: (65.5/4.7, lift 13.2)
PC1 > -0.2019541
PC3 > 0.09497605
PC14 > 0.9507063
PC16 > 0.4843179
PC43 <= 0.2472673
PC76 > -1.51478
-> class 1\|3 [0.916]
Rule 30/190: (337.3/36.3, lift 12.8)
PC3 > 1.640775
PC3 <= 9.508333
PC16 > -0.8953013
PC41 <= 0.3686676
PC51 <= -0.7567238
PC80 <= 0.4327551
-> class 1\|3 [0.890]
Rule 30/191: (40.6/11.3, lift 10.3)
PC1 > 0.3860425
PC3 > 0.09497605
PC8 > -3.76792
PC16 > -1.941889
PC65 > 0.7856241
-> class 1\|3 [0.712]
Rule 30/192: (5265.9/4000.9, lift 3.5)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.240]
Rule 30/193: (149.3, lift 13.3)
PC8 > 2.291764
PC20 <= 0.006587008
PC24 <= 0.5801044
PC28 <= 0.164105
PC58 <= 0.5553661
PC68 > 1.268878
-> class 2\|0 [0.993]
Rule 30/194: (133.5/0.8, lift 13.2)
PC8 > 2.291764
PC10 <= -0.3836061
PC11 > -0.9337804
PC46 <= 1.189134
PC70 <= 0.1279781
-> class 2\|0 [0.986]
Rule 30/195: (51.7, lift 13.1)
PC1 <= -0.430681
PC8 > 2.291764
PC18 > -0.4178842
PC28 <= 0.164105
PC37 > -0.5885177
PC57 > 0.9984969
PC98 > -0.7051479
-> class 2\|0 [0.981]
Rule 30/196: (106.5/2, lift 13.0)
PC8 > 2.291764
PC11 > -0.9337804
PC21 > 2.422301
PC28 <= 0.164105
PC58 <= 0.5553661
PC98 > -0.7051479
-> class 2\|0 [0.972]
Rule 30/197: (58.6/0.7, lift 13.0)
PC1 <= -0.430681
PC2 > -1.042482
PC2 <= 2.5099
PC8 > -0.2273773
PC19 <= -0.4013062
-> class 2\|0 [0.971]
Rule 30/198: (31.7, lift 13.0)
PC1 <= -0.430681
PC8 > 2.291764
PC18 > -0.4178842
PC28 <= 0.164105
PC33 <= -0.4734391
PC98 > -0.7051479
-> class 2\|0 [0.970]
Rule 30/199: (155.7/4.7, lift 12.9)
PC8 > 2.291764
PC11 > -0.9337804
PC14 > -1.757265
PC18 > -0.4178842
PC28 <= 0.164105
PC46 <= 1.189134
PC57 <= 0.9984969
PC58 <= 0.5553661
PC68 <= 1.268878
PC90 > 0.41861
PC98 > -0.7051479
-> class 2\|0 [0.964]
Rule 30/200: (20.1, lift 12.8)
PC1 <= -0.430681
PC2 > -1.456304
PC2 <= -1.042482
PC8 > 1.028192
PC55 <= -0.4142127
PC80 <= 1.353206
-> class 2\|0 [0.954]
Rule 30/201: (55/2.4, lift 12.6)
PC1 > -0.430681
PC1 <= 13.61654
PC2 <= 2.5099
PC6 <= -2.689063
PC9 > -2.288806
PC16 > -1.941889
PC44 > 0.7039584
-> class 2\|0 [0.941]
Rule 30/202: (19.6/0.4, lift 12.5)
PC8 > 2.291764
PC11 > -0.9337804
PC14 > -1.757265
PC18 > -0.4178842
PC24 <= 0.5801044
PC46 <= 1.189134
PC58 <= 0.5553661
PC64 > 1.139164
PC98 > -0.7051479
-> class 2\|0 [0.935]
Rule 30/203: (22.4/0.6, lift 12.5)
PC8 > 2.291764
PC46 > 1.189134
PC94 <= -0.7367196
-> class 2\|0 [0.934]
Rule 30/204: (83.1/4.8, lift 12.5)
PC1 <= -0.430681
PC3 > -1.672862
PC8 > -0.2273773
PC12 > 2.326105
PC31 > -1.454528
PC62 <= -1.16203
-> class 2\|0 [0.932]
Rule 30/205: (113.8/7.1, lift 12.4)
PC1 <= -0.430681
PC8 > 5.900245
PC18 > -0.4178842
-> class 2\|0 [0.930]
Rule 30/206: (12, lift 12.4)
PC1 <= -0.430681
PC8 > 2.291764
PC10 <= -0.2277466
PC46 > 1.189134
-> class 2\|0 [0.928]
Rule 30/207: (27.1/2.2, lift 11.9)
PC1 <= -0.430681
PC2 > -1.042482
PC2 <= 2.5099
PC8 > 0.2769865
PC37 > 0.4830137
-> class 2\|0 [0.892]
Rule 30/208: (140.1/14.8, lift 11.9)
PC1 <= -0.430681
PC8 > 2.291764
PC11 > -0.9337804
PC18 > -0.4178842
PC34 <= -0.5871384
-> class 2\|0 [0.889]
Rule 30/209: (70.1/7.2, lift 11.9)
PC1 <= -0.430681
PC8 > 2.291764
PC11 > -0.9337804
PC18 > -0.4178842
PC28 <= 0.164105
PC37 <= -0.5885177
PC46 <= 1.189134
PC58 <= 0.5553661
PC98 > -0.7051479
-> class 2\|0 [0.887]
Rule 30/210: (47.4/11.2, lift 10.1)
PC1 > -0.2019541
PC1 <= 7.579506
PC3 <= 0.09497605
PC5 > -4.521434
PC6 > -2.689063
PC8 > 0.05853367
PC16 > -1.941889
-> class 2\|0 [0.752]
Rule 30/211: (2434.7/1370.9, lift 5.8)
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 > 0.08273966
PC12 > -0.01246285
PC18 <= 1.296624
PC52 <= 0.1305215
PC93 > -0.6013009
-> class 2\|0 [0.437]
Rule 30/212: (246.2/0.9, lift 10.3)
PC1 <= -0.430681
PC8 > 2.291764
PC10 > -0.3836061
PC14 > -1.757265
PC19 > -1.137905
PC21 <= 2.422301
PC31 <= 1.153592
PC33 > -0.4734391
PC37 > -0.5885177
PC50 <= 0.3143737
PC64 <= 1.139164
PC68 <= 1.268878
PC69 > -0.3990526
PC90 <= 0.41861
-> class 2\|1 [0.993]
Rule 30/213: (90.5, lift 10.3)
PC1 <= -0.430681
PC8 > 2.291764
PC10 > -0.2277466
PC24 <= 0.5801044
PC46 > 1.189134
PC94 > -0.7367196
-> class 2\|1 [0.989]
Rule 30/214: (83.8, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC18 <= -0.4178842
PC24 <= 0.5801044
-> class 2\|1 [0.988]
Rule 30/215: (65, lift 10.2)
PC1 <= -0.430681
PC8 > 1.028192
PC20 > 0.1137367
PC22 > -0.3717507
-> class 2\|1 [0.985]
Rule 30/216: (66.1, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.9337804
-> class 2\|1 [0.985]
Rule 30/217: (67.1, lift 10.2)
PC1 <= -0.430681
PC2 <= -1.042482
PC3 > -0.8737761
PC8 > -0.2273773
PC8 <= 2.291764
PC32 <= 0.9280327
PC43 <= 0.3971044
PC51 <= -0.1246421
PC62 > -1.16203
PC80 <= 0.3151838
PC93 <= 0.5671196
-> class 2\|1 [0.985]
Rule 30/218: (52.2, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.028192
PC29 > 0.2722214
PC55 > -0.4142127
-> class 2\|1 [0.982]
Rule 30/219: (54.4, lift 10.2)
PC1 <= -0.430681
PC2 > -1.042482
PC2 <= 2.5099
PC8 > 0.2769865
PC8 <= 2.291764
PC19 > -0.4013062
PC37 <= 0.4830137
-> class 2\|1 [0.982]
Rule 30/220: (48.1/0.1, lift 10.2)
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC48 > 0.6791302
-> class 2\|1 [0.978]
Rule 30/221: (43.2, lift 10.2)
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC21 > 1.707683
PC31 > -1.454528
PC43 <= 0.3971044
-> class 2\|1 [0.978]
Rule 30/222: (83.7/0.9, lift 10.2)
PC1 <= -0.430681
PC8 > 1.028192
PC15 <= 1.704569
PC20 > 0.1137367
PC55 > -0.4142127
PC77 > -0.04406476
-> class 2\|1 [0.978]
Rule 30/223: (208.7/3.7, lift 10.2)
PC1 <= -0.430681
PC8 > 2.321357
PC10 > -0.3836061
PC14 > -1.757265
PC19 > -1.970946
PC21 <= 2.422301
PC31 <= 1.153592
PC33 > -0.4734391
PC37 > -0.5885177
PC46 <= 1.189134
PC50 <= 0.3143737
PC57 <= 0.9984969
PC64 <= 1.139164
PC68 <= 1.268878
PC80 <= 0.5707641
PC90 <= 0.41861
PC93 <= 0.1377287
-> class 2\|1 [0.978]
Rule 30/224: (40, lift 10.1)
PC1 <= -0.430681
PC8 > 1.028192
PC17 > 0.5254614
PC20 > 0.1137367
PC31 > -1.454528
-> class 2\|1 [0.976]
Rule 30/225: (94.9/1.3, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC31 > -1.454528
PC62 > -1.16203
PC80 > 1.353206
-> class 2\|1 [0.976]
Rule 30/226: (38.1, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC80 <= 0.3151838
PC88 <= -0.2707545
PC93 <= 0.5671196
-> class 2\|1 [0.975]
Rule 30/227: (138.3/3, lift 10.1)
PC1 <= -0.430681
PC8 > 2.291764
PC8 <= 5.900245
PC24 <= 0.5801044
PC34 > -0.5871384
PC58 > 0.5553661
-> class 2\|1 [0.971]
Rule 30/228: (80.9/1.7, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.385609
PC30 > 0.3854064
PC62 > -1.16203
PC80 <= 0.3151838
PC93 <= 0.5671196
-> class 2\|1 [0.968]
Rule 30/229: (45.6/0.5, lift 10.1)
PC1 <= -0.430681
PC8 > 1.028192
PC20 > 0.1137367
PC35 <= -0.3021385
PC55 > -0.4142127
-> class 2\|1 [0.968]
Rule 30/230: (28.6, lift 10.0)
PC1 <= -0.430681
PC2 > -1.916896
PC2 <= -1.042482
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.385609
PC21 <= 1.707683
PC32 <= 0.9280327
PC80 <= 0.3151838
PC93 <= 0.5671196
PC97 > -0.1657614
-> class 2\|1 [0.967]
Rule 30/231: (121.5/3.2, lift 10.0)
PC1 <= -0.430681
PC2 <= -1.456304
PC8 > 1.028192
PC8 <= 2.291764
PC19 > -2.124107
PC31 > -1.454528
PC55 <= -0.4142127
PC62 > -1.16203
-> class 2\|1 [0.966]
Rule 30/232: (26.6, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC11 > -0.9337804
PC28 > 0.164105
PC46 <= 1.189134
-> class 2\|1 [0.965]
Rule 30/233: (48.8/0.8, lift 10.0)
PC1 > -0.430681
PC1 <= 13.61654
PC6 <= -2.689063
PC8 > -3.76792
PC9 <= -2.288806
PC44 > 0.7039584
-> class 2\|1 [0.965]
Rule 30/234: (62.8/1.6, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC28 <= -0.2656237
-> class 2\|1 [0.961]
Rule 30/235: (22.5, lift 10.0)
PC2 <= 2.5099
PC8 <= -0.2273773
PC27 > -0.7525519
PC45 > 0.2986732
PC47 > -0.7832964
PC55 > -0.7659631
PC87 <= -0.8287594
-> class 2\|1 [0.959]
Rule 30/236: (21.6, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -0.8737761
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.385609
PC34 > 0.6300202
PC43 <= 0.3971044
PC62 > -1.16203
PC97 <= -0.1657614
-> class 2\|1 [0.958]
Rule 30/237: (21.6, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC98 <= -0.7051479
-> class 2\|1 [0.958]
Rule 30/238: (21.4, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC15 <= 2.593376
PC27 <= -0.7525519
PC33 > 0.5123013
-> class 2\|1 [0.957]
Rule 30/239: (116.4/4.3, lift 9.9)
PC2 <= -1.042482
PC3 > -0.8737761
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.385609
PC21 <= 1.707683
PC31 > -1.454528
PC43 <= 0.3971044
PC45 <= 0.06531216
PC51 > -0.1246421
PC80 <= 0.3151838
PC97 > -0.1657614
-> class 2\|1 [0.955]
Rule 30/240: (54.8/2.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC12 <= 2.326105
PC16 <= 0.7509612
PC56 > -0.9037314
PC62 <= -1.16203
PC98 > -0.1824706
-> class 2\|1 [0.942]
Rule 30/241: (46.6/2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.028192
PC31 > -1.454528
PC32 > 0.9280327
PC43 <= 0.3971044
PC93 <= 0.5671196
-> class 2\|1 [0.938]
Rule 30/242: (12.5, lift 9.7)
PC1 <= -0.430681
PC8 > -0.2273773
PC15 > 2.079904
PC19 <= -1.970946
-> class 2\|1 [0.931]
Rule 30/243: (21.9/0.6, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC12 > 5.797242
-> class 2\|1 [0.931]
Rule 30/244: (12.5, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC20 > 0.006587008
PC68 > 1.268878
-> class 2\|1 [0.931]
Rule 30/245: (10.8, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -0.8737761
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC62 > -1.16203
PC72 > 0.7188864
PC80 <= 0.3151838
-> class 2\|1 [0.922]
Rule 30/246: (275.2/28, lift 9.3)
PC1 <= -0.430681
PC2 <= -1.042482
PC8 > 1.028192
PC8 <= 2.291764
PC20 <= 0.1137367
PC55 > -0.4142127
PC58 > -0.586275
PC62 > -1.16203
-> class 2\|1 [0.896]
Rule 30/247: (5.6, lift 9.0)
PC1 <= -0.430681
PC8 > -0.2273773
PC19 <= -1.970946
PC97 <= -0.2833087
-> class 2\|1 [0.868]
Rule 30/248: (23.4/2.7, lift 8.9)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 > 0.08273966
PC12 > -0.01246285
PC87 <= -0.2863108
-> class 2\|1 [0.855]
Rule 30/249: (47.8/9.2, lift 8.3)
PC1 <= -2.780294
PC3 > -0.8737761
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC45 > 0.06531216
PC62 > -1.16203
PC80 <= 0.3151838
PC93 <= 0.5671196
PC97 > -0.1657614
-> class 2\|1 [0.796]
Rule 30/250: (2.9, lift 8.3)
PC8 > 2.291764
PC10 <= -0.3836061
PC70 > 0.1279781
-> class 2\|1 [0.794]
Rule 30/251: (19.1/4.8, lift 7.5)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC47 > -0.7832964
PC55 <= -0.7659631
PC88 > 0.5739583
-> class 2\|1 [0.723]
Rule 30/252: (79.5/25.1, lift 7.1)
PC1 <= -0.430681
PC2 <= -1.042482
PC8 > -0.2273773
PC8 <= 2.291764
PC12 > -2.385609
PC22 <= -0.2551017
PC43 > 0.3971044
PC62 > -1.16203
-> class 2\|1 [0.679]
Rule 30/253: (225/88.2, lift 6.3)
PC2 <= -8.389791
PC8 > -2.768354
-> class 2\|1 [0.607]
Rule 30/254: (117.6/0.2, lift 11.2)
PC1 <= -0.430681
PC2 <= -1.042482
PC3 > -1.672862
PC8 > -0.2273773
PC8 <= 1.028192
PC21 <= 1.707683
PC32 <= 0.9280327
PC34 <= 0.7806028
PC48 <= 0.6791302
PC80 > 0.3151838
PC80 <= 1.353206
-> class 2\|2 [0.990]
Rule 30/255: (89.9, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.672862
PC3 <= -0.8737761
PC8 > -0.2273773
PC8 <= 1.028192
PC30 <= 0.3854064
PC43 <= 0.3971044
PC88 > -0.2707545
-> class 2\|2 [0.989]
Rule 30/256: (63, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.028192
PC31 > -1.454528
PC34 <= 0.7806028
PC48 <= 0.6791302
PC62 > -1.16203
PC80 <= 1.353206
PC93 > 0.5671196
-> class 2\|2 [0.985]
Rule 30/257: (158.2/1.5, lift 11.1)
PC1 > -2.780294
PC1 <= -0.430681
PC2 <= -1.916896
PC8 > -0.2273773
PC8 <= 0.9682865
PC21 <= 1.707683
PC32 <= 0.9280327
PC34 <= 0.7806028
PC43 <= 0.3971044
PC45 > 0.06531216
PC48 <= 0.6791302
PC51 > -0.1246421
PC62 > -1.16203
PC72 <= 0.7188864
PC98 <= 0.4827548
-> class 2\|2 [0.984]
Rule 30/258: (57.7, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 0.8559374
PC8 > -2.369047
PC22 <= -1.850191
PC24 <= 1.049859
PC27 <= 0.4598319
PC40 <= 0.3605926
-> class 2\|2 [0.983]
Rule 30/259: (89.2/1.1, lift 11.1)
PC1 <= -0.430681
PC2 <= -1.042482
PC8 > -0.2273773
PC8 <= 1.028192
PC32 <= 0.9280327
PC34 <= 0.6300202
PC43 <= 0.3971044
PC48 <= 0.6791302
PC51 > -0.1246421
PC88 > -0.2707545
PC97 <= -0.1657614
-> class 2\|2 [0.977]
Rule 30/260: (15.5, lift 10.7)
PC2 <= 2.5099
PC8 <= -2.768354
PC17 <= 0.5084144
PC27 <= -0.3145052
PC30 <= -0.0665295
-> class 2\|2 [0.942]
Rule 30/261: (14.4, lift 10.6)
PC1 > -0.2019541
PC1 <= 7.579506
PC3 <= 0.09497605
PC8 > -3.76792
PC16 > -1.941889
PC19 > -1.677214
PC64 > 0.8336024
PC85 > -0.936726
-> class 2\|2 [0.939]
Rule 30/262: (31.5/1.1, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC22 <= -2.416091
PC46 > 0.413817
-> class 2\|2 [0.937]
Rule 30/263: (25.4/0.8, lift 10.5)
PC1 > -0.430681
PC1 <= 7.579506
PC2 <= 2.5099
PC8 > -3.76792
PC8 <= 0.05853367
PC19 > -1.677214
PC85 <= -0.936726
-> class 2\|2 [0.933]
Rule 30/264: (13.2/0.1, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC15 > 0.7029004
PC21 > -0.2984731
PC28 <= -0.09354965
PC47 <= -0.7832964
PC52 > -0.5322178
-> class 2\|2 [0.927]
Rule 30/265: (10.8, lift 10.4)
PC2 <= -1.042482
PC3 > -1.672862
PC8 > 1.028192
PC8 <= 2.291764
PC20 <= 0.1137367
PC34 <= 0.7806028
PC55 > -0.4142127
PC58 <= -0.586275
PC62 > -1.16203
-> class 2\|2 [0.922]
Rule 30/266: (132.2/10, lift 10.4)
PC1 <= -0.430681
PC3 > -1.672862
PC8 > 1.028192
PC8 <= 2.291764
PC17 <= 0.5254614
PC20 > 0.1137367
PC22 <= -0.3717507
PC29 <= 0.2722214
PC32 <= 0.952516
PC35 > -0.3021385
PC62 > -1.16203
PC77 <= -0.04406476
-> class 2\|2 [0.918]
Rule 30/267: (12.5/0.3, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC12 <= 2.326105
PC16 > 0.7509612
PC62 <= -1.16203
-> class 2\|2 [0.909]
Rule 30/268: (17.9/0.8, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC28 > -0.2656237
PC47 <= -0.7832964
PC52 <= -0.5322178
-> class 2\|2 [0.909]
Rule 30/269: (8.9, lift 10.3)
PC2 <= 2.5099
PC8 <= -2.768354
PC27 <= -0.3145052
PC43 <= -0.9344504
PC72 <= 0.6385883
-> class 2\|2 [0.908]
Rule 30/270: (7.6, lift 10.1)
PC8 <= -2.768354
PC27 <= -0.3145052
PC44 <= 0.8050624
PC46 <= 0.413817
PC72 > 0.6385883
-> class 2\|2 [0.896]
Rule 30/271: (6, lift 9.9)
PC1 <= -0.430681
PC3 > -1.672862
PC8 > 1.028192
PC15 > 1.704569
PC20 > 0.1137367
PC77 > -0.04406476
-> class 2\|2 [0.876]
Rule 30/272: (61.6/6.9, lift 9.9)
PC1 <= -0.430681
PC2 > -8.389791
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC12 <= 5.797242
PC40 <= -1.119929
PC47 > -0.7832964
-> class 2\|2 [0.876]
Rule 30/273: (9.2/2.4, lift 7.9)
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.291764
PC56 <= -0.9037314
PC62 <= -1.16203
-> class 2\|2 [0.699]
Rule 30/274: (57.8/17, lift 7.9)
PC1 <= -0.430681
PC2 > -8.389791
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC15 <= 2.593376
PC27 <= -0.7525519
-> class 2\|2 [0.699]
Rule 30/275: (30.3/8.8, lift 7.9)
PC1 > -0.2019541
PC1 <= 13.61654
PC2 <= 2.5099
PC6 <= -2.689063
PC44 <= 0.7039584
-> class 2\|2 [0.696]
Rule 30/276: (86.3/26.7, lift 7.8)
PC8 > -2.768354
PC8 <= -0.2273773
PC15 > 0.7029004
PC21 > -0.2984731
PC43 <= -0.8707211
PC52 > -0.5322178
-> class 2\|2 [0.686]
Rule 30/277: (43.1/15.5, lift 7.2)
PC1 <= -0.430681
PC8 <= -2.768354
PC46 > 0.413817
PC78 > 0.1053846
-> class 2\|2 [0.635]
Rule 30/278: (48.9/21.7, lift 6.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2620367
PC8 <= -0.2273773
-> class 2\|2 [0.553]
Rule 30/279: (6275.7/4733, lift 2.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC47 > -0.7832964
-> class 2\|2 [0.246]
Rule 30/280: (156.5/0.5, lift 8.8)
PC1 <= -0.430681
PC2 > -8.389791
PC8 > -2.768354
PC8 <= -0.4620075
PC18 <= 0.6252559
PC22 > -1.850191
PC24 <= 0.8950481
PC27 > -0.7525519
PC33 > -0.4261912
PC40 <= 0.3605926
PC46 <= 0.6930847
PC47 > -0.3735941
PC52 > -0.0394192
PC58 <= 0.4554129
PC62 <= 0.8142516
PC63 <= 0.1522657
PC68 > -2.029815
PC93 <= 2.000169
-> class 2\|3 [0.991]
Rule 30/281: (222.4/2, lift 8.8)
PC1 <= -0.430681
PC7 <= 0.8559374
PC8 > -2.369047
PC8 <= -0.4620075
PC11 <= 4.365633
PC18 <= 0.6252559
PC22 > -1.850191
PC24 <= 0.8950481
PC27 > -0.7525519
PC29 <= 0.2771966
PC33 > -0.4261912
PC46 <= 0.6930847
PC47 > -0.7832964
PC52 > -0.0394192
PC61 <= 1.562268
PC62 <= 0.8142516
PC63 <= 0.07209551
PC68 > -2.029815
PC83 > -0.3826493
PC93 <= 2.000169
-> class 2\|3 [0.987]
Rule 30/282: (75, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC28 > -0.2656237
PC29 <= 0.2771966
PC46 <= 0.6930847
PC52 <= -0.0394192
PC58 <= 0.4554129
PC63 <= 0.1522657
PC72 <= -0.2706168
PC91 > -0.6958001
-> class 2\|3 [0.987]
Rule 30/283: (70.6, lift 8.8)
PC1 <= -0.430681
PC2 > -8.389791
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC42 <= 1.802411
PC46 <= 0.6930847
PC58 <= 0.4554129
PC62 <= 0.8142516
PC67 <= -0.385766
PC72 > -0.2706168
PC91 > -0.6958001
-> class 2\|3 [0.986]
Rule 30/284: (170.9/1.8, lift 8.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.4840725
PC11 > -2.459175
PC12 <= 5.797242
PC19 > -3.372376
PC27 > -0.7525519
PC28 > -0.2656237
PC29 > -0.3083687
PC35 > -3.448389
PC47 > -0.7832964
PC55 <= -0.7659631
PC88 <= 0.5739583
-> class 2\|3 [0.984]
Rule 30/285: (133.1/1.6, lift 8.7)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 <= -3.76792
PC19 > -1.527043
PC35 > -1.000107
PC57 <= 0.2332344
PC61 <= 1.131182
PC79 > -0.4769921
-> class 2\|3 [0.981]
Rule 30/286: (61.2/0.3, lift 8.7)
PC1 > -0.2019541
PC1 <= 7.579506
PC3 <= 0.09497605
PC6 > -2.689063
PC8 > -3.76792
PC8 <= 0.05853367
PC16 > -1.941889
PC19 > -1.677214
PC64 <= 0.8336024
PC67 > -0.4050675
PC85 > -0.936726
-> class 2\|3 [0.979]
Rule 30/287: (186.1/3.1, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 0.8559374
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC19 > -3.372376
PC40 > 0.3605926
PC42 <= 1.802411
PC62 <= 0.8142516
PC63 <= 0.1522657
PC91 > -0.6958001
-> class 2\|3 [0.978]
Rule 30/288: (42.6, lift 8.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.76792
PC19 > -1.527043
PC20 > -0.08327746
-> class 2\|3 [0.978]
Rule 30/289: (42.3, lift 8.7)
PC2 > -8.389791
PC7 <= 0.8559374
PC9 <= -3.287179
PC11 <= 4.365633
PC27 > -0.7525519
PC28 > -0.1636963
PC47 > -0.7832964
PC56 > -1.054881
PC58 <= 0.4554129
PC67 <= 0.2417747
-> class 2\|3 [0.977]
Rule 30/290: (39.1, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC19 > -3.372376
PC29 <= 0.2771966
PC52 <= -0.0394192
PC58 <= 0.4554129
PC62 <= 0.8142516
PC64 <= -0.4472508
PC91 > -0.6958001
-> class 2\|3 [0.976]
Rule 30/291: (35.9, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC29 <= 0.2771966
PC42 <= 1.802411
PC56 <= -1.054881
-> class 2\|3 [0.974]
Rule 30/292: (69.9/1.1, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC27 > 0.4598319
PC28 > -0.2656237
PC42 <= 1.802411
PC46 <= 0.6930847
-> class 2\|3 [0.971]
Rule 30/293: (29.4, lift 8.6)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC19 > -3.372376
PC47 > -0.7832964
PC63 <= 0.1522657
PC68 > 2.303221
-> class 2\|3 [0.965]
Rule 30/294: (26.1, lift 8.6)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC8 <= 0.08273966
PC91 > -0.02177604
-> class 2\|3 [0.964]
Rule 30/295: (22.5, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.672862
PC8 > -0.2273773
PC8 <= 1.028192
PC12 > -2.385609
PC22 > -0.2551017
PC34 <= 0.7806028
PC43 > 0.3971044
PC80 <= 1.353206
-> class 2\|3 [0.959]
Rule 30/296: (54.3/1.6, lift 8.5)
PC1 <= -0.430681
PC8 > -2.768354
PC8 <= -0.2273773
PC19 <= -3.372376
PC40 > -1.119929
PC73 <= 0.2751132
-> class 2\|3 [0.953]
Rule 30/297: (26.2/0.4, lift 8.5)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC12 <= 5.797242
PC19 > -3.372376
PC27 <= 0.4598319
PC28 > -0.2656237
PC37 > 0.5637
PC42 <= 1.802411
PC63 > 0.1522657
-> class 2\|3 [0.951]
Rule 30/298: (152.5/7.1, lift 8.4)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -2.369047
PC11 <= 4.365633
PC19 > -3.372376
PC24 <= 1.049859
PC29 <= 0.2771966
PC42 <= 1.802411
PC46 <= 0.6930847
PC47 > -0.7832964
PC63 <= 0.1522657
-> class 2\|3 [0.948]
Rule 30/299: (124.3/5.8, lift 8.4)
PC2 <= 2.5099
PC8 <= -2.768354
PC27 > -0.1066898
PC44 <= 0.8050624
PC45 > 0.1011119
PC49 <= 0.1880441
-> class 2\|3 [0.946]
Rule 30/300: (16.4, lift 8.4)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC11 <= 4.365633
PC21 > 1.712082
PC55 > -0.7659631
PC63 > 0.1522657
-> class 2\|3 [0.946]
Rule 30/301: (12.6, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > 0.07617891
PC7 <= -0.06265616
PC46 > 0.6930847
PC47 > -0.7832964
-> class 2\|3 [0.932]
Rule 30/302: (17.2/0.6, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC11 <= 4.365633
PC12 <= 5.797242
PC24 <= 1.049859
PC46 <= 0.6930847
PC63 > 0.1522657
PC81 <= -0.6532893
-> class 2\|3 [0.916]
Rule 30/303: (101/9.9, lift 8.0)
PC1 <= -0.430681
PC8 <= -2.768354
PC31 > 1.505346
-> class 2\|3 [0.895]
Rule 30/304: (5.5, lift 7.7)
PC1 > -0.430681
PC8 <= -3.76792
PC19 <= -1.527043
PC21 <= 1.464151
-> class 2\|3 [0.867]
Rule 30/305: (20.5/2.5, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.672862
PC8 > -0.2273773
PC8 <= 2.291764
PC12 <= 2.326105
PC16 <= 0.7509612
PC56 > -0.9037314
PC62 <= -1.16203
PC98 <= -0.1824706
-> class 2\|3 [0.846]
Rule 30/306: (5.8/0.2, lift 7.5)
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC15 > 2.593376
PC27 <= -0.7525519
-> class 2\|3 [0.846]
Rule 30/307: (64.7/12.4, lift 7.1)
PC2 <= 2.5099
PC7 <= -0.06265616
PC8 <= -0.2273773
PC29 <= -0.2076972
PC46 > 0.6930847
PC47 > -0.7832964
PC55 > -0.7659631
-> class 2\|3 [0.799]
Rule 30/308: (21.6/5, lift 6.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > -0.06265616
PC8 <= -0.2273773
PC45 <= 0.2986732
PC46 > 0.6930847
PC47 > -0.7832964
-> class 2\|3 [0.747]
Rule 30/309: (1672.2/718.6, lift 5.1)
PC1 <= -0.430681
PC8 <= -2.768354
-> class 2\|3 [0.570]
Rule 30/310: (12226.4/9989.1, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.183]
Rule 30/311: (191.5/2.1, lift 22.7)
PC8 <= -2.768354
PC31 <= 1.505346
PC42 > 0.05914678
PC44 > 0.8050624
PC46 <= 0.413817
PC79 <= 0.3171894
-> class 2\|4 [0.984]
Rule 30/312: (48, lift 22.7)
PC8 <= -2.768354
PC15 > -0.002476511
PC19 <= -2.56997
PC46 <= 0.413817
-> class 2\|4 [0.980]
Rule 30/313: (37.6, lift 22.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.76792
PC19 > -1.527043
PC57 > 0.2332344
-> class 2\|4 [0.975]
Rule 30/314: (49.8/0.4, lift 22.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC15 <= 0.7029004
PC27 > -0.7525519
PC47 <= -0.7832964
PC52 > -0.5322178
-> class 2\|4 [0.974]
Rule 30/315: (68/1.1, lift 22.4)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 <= -3.76792
PC20 <= -0.08327746
PC79 <= -0.4769921
-> class 2\|4 [0.971]
Rule 30/316: (340.3/9.2, lift 22.4)
PC1 <= -0.430681
PC8 <= -2.768354
PC15 <= -0.002476511
PC27 > -0.1066898
PC27 <= 0.3932786
PC35 <= 1.989469
PC41 <= -0.1212642
PC45 <= 0.1011119
PC46 <= 0.413817
PC49 <= 0.1880441
PC53 <= 1.089416
PC62 <= 0.7295504
PC67 <= 0.5256912
PC76 <= 0.5425289
PC81 > -0.4506286
PC82 <= 0.1349488
PC99 > -0.9216796
-> class 2\|4 [0.970]
Rule 30/317: (130.3/2.9, lift 22.4)
PC8 <= -2.768354
PC12 > 0.9792572
PC15 <= -0.002476511
PC27 > -0.1066898
PC41 <= -0.1212642
PC45 <= 0.1011119
PC53 <= 1.089416
PC62 <= 0.7295504
PC67 <= 0.5256912
PC93 <= 0.4297585
PC99 > -0.9216796
-> class 2\|4 [0.970]
Rule 30/318: (26.3, lift 22.3)
PC1 > -0.430681
PC8 <= -3.76792
PC19 > -1.527043
PC35 <= -1.000107
-> class 2\|4 [0.965]
Rule 30/319: (113.4/4.8, lift 21.9)
PC2 <= 2.5099
PC8 <= -2.768354
PC44 > 0.8050624
PC46 <= 0.413817
PC68 > 0.6257218
PC79 <= 0.3171894
PC94 <= 0.54984
-> class 2\|4 [0.950]
Rule 30/320: (35/1.1, lift 21.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.09497605
PC6 > -2.689063
PC8 <= 0.05853367
PC19 > -1.677214
PC67 <= -0.4050675
-> class 2\|4 [0.944]
Rule 30/321: (27.5/0.7, lift 21.8)
PC8 <= -2.768354
PC15 <= -0.002476511
PC27 > -0.3145052
PC27 <= -0.1066898
PC62 <= -0.6134102
PC82 <= 0.1349488
PC93 <= 0.4297585
-> class 2\|4 [0.943]
Rule 30/322: (50.9/2.2, lift 21.7)
PC1 <= -0.430681
PC8 <= -2.768354
PC15 <= -0.002476511
PC27 > -0.3145052
PC46 <= 0.413817
PC55 <= -0.6800719
PC82 <= 0.1349488
PC93 <= 0.4297585
-> class 2\|4 [0.939]
Rule 30/323: (23.5/0.6, lift 21.6)
PC1 <= -0.430681
PC8 > -2.768354
PC8 <= -0.2273773
PC19 <= -3.372376
PC73 > 0.2751132
-> class 2\|4 [0.936]
Rule 30/324: (11.9, lift 21.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC28 <= -0.4714561
PC46 <= 0.413817
-> class 2\|4 [0.926]
Rule 30/325: (40.4/2.7, lift 21.1)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -3.76792
PC19 > -1.527043
PC61 > 1.131182
-> class 2\|4 [0.912]
Rule 30/326: (48.3/3.7, lift 21.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.768354
PC8 <= -0.2273773
PC21 <= -0.2984731
PC31 <= 0.559806
PC47 <= -0.7832964
-> class 2\|4 [0.907]
Rule 30/327: (17.4/0.9, lift 20.8)
PC1 <= -0.430681
PC8 <= -2.768354
PC17 > 0.5084144
PC27 <= -0.3145052
PC46 <= 0.413817
-> class 2\|4 [0.900]
Rule 30/328: (8.5/1.5, lift 17.6)
PC1 <= -0.430681
PC8 <= -2.768354
PC44 <= 0.8050624
PC46 <= 0.413817
PC100 > 2.774734
-> class 2\|4 [0.763]
Default class: 2\|3
----- Trial 31: -----
Rules:
Rule 31/1: (68.3, lift 17.0)
PC6 > 0.1341214
PC18 > 1.22673
PC31 <= 0.2288088
PC99 > -0.4938342
-> class 0\|0 [0.986]
Rule 31/2: (43.1, lift 16.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC21 <= 0.4791392
PC26 <= 0.6085084
PC66 > -3.106783
PC71 <= -1.089953
-> class 0\|0 [0.978]
Rule 31/3: (25.6, lift 16.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC60 <= -1.92327
-> class 0\|0 [0.964]
Rule 31/4: (26.2, lift 16.6)
PC2 > 2.5099
PC5 <= 2.234459
PC18 > -0.3695138
PC21 <= 0.4791392
PC26 <= 0.6085084
PC35 > 0.4428198
PC43 <= -1.130921
-> class 0\|0 [0.964]
Rule 31/5: (34.3/0.3, lift 16.6)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC14 > 2.327492
-> class 0\|0 [0.964]
Rule 31/6: (55.8/1.9, lift 16.4)
PC5 <= 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC21 <= 0.4791392
PC26 <= 0.6085084
PC66 > -3.106783
PC100 <= -0.7429636
-> class 0\|0 [0.949]
Rule 31/7: (59.1/2.1, lift 16.4)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC21 > 0.4791392
-> class 0\|0 [0.949]
Rule 31/8: (12.5, lift 16.0)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC14 > -0.7230113
PC18 > 1.22673
PC26 > 0.6085084
PC79 <= -2.182701
-> class 0\|0 [0.931]
Rule 31/9: (7.9, lift 15.5)
PC18 > -0.3695138
PC20 > 4.791862
PC25 > 0.3170353
PC26 <= 0.6085084
PC59 > -1.971723
PC63 > -0.6654019
PC86 <= 0.399078
-> class 0\|0 [0.899]
Rule 31/10: (15.6/1.1, lift 15.2)
PC13 > 6.717022
PC18 > 3.543752
PC31 > 0.1441531
PC50 > -0.2478594
-> class 0\|0 [0.882]
Rule 31/11: (5.3, lift 14.9)
PC5 > 2.234459
PC15 > -0.6612474
PC18 > -0.3695138
PC24 > 4.919464
-> class 0\|0 [0.862]
Rule 31/12: (5, lift 14.8)
PC13 > 6.717022
PC18 > 3.543752
PC37 <= -0.2538081
PC42 > -3.974739
-> class 0\|0 [0.857]
Rule 31/13: (37.2/5.4, lift 14.4)
PC2 > 2.5099
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC40 <= -2.874519
-> class 0\|0 [0.838]
Rule 31/14: (37.6/9.7, lift 12.6)
PC2 > 2.5099
PC6 > -0.03596552
PC18 > 0.7212847
PC18 <= 1.22673
PC20 > -0.7105118
-> class 0\|0 [0.730]
Rule 31/15: (44.1/11.8, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC47 <= -0.9079783
PC72 <= 0.7194824
-> class 0\|0 [0.721]
Rule 31/16: (1377.5/539.5, lift 10.5)
PC5 <= 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC26 <= 0.6085084
PC33 <= 2.966439
PC35 <= 0.4428198
PC59 > -1.971723
PC66 > -3.106783
PC87 <= 1.172014
-> class 0\|0 [0.608]
Rule 31/17: (185.3, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.03596552
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC40 > -2.360861
PC41 > 0.05893176
PC47 > -0.9079783
PC72 <= 0.7194824
PC79 <= 0.9834616
PC90 > -2.574372
-> class 0\|1 [0.995]
Rule 31/18: (124.9, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.03596552
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC32 > 0.1590713
PC79 <= 0.9834616
-> class 0\|1 [0.992]
Rule 31/19: (207/0.8, lift 11.6)
PC3 <= -0.6848225
PC10 > -7.303295
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC40 > -2.874519
PC43 > -1.155941
PC59 <= 0.7156171
PC63 > -0.6654019
PC71 > -1.089953
PC86 <= 0.399078
PC87 <= 1.172014
PC97 > 0.3792382
PC98 <= 0.3674698
-> class 0\|1 [0.991]
Rule 31/20: (98.4, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.21752
PC6 <= -0.03596552
PC9 > 0.05622033
PC18 > -0.3695138
PC18 <= 1.22673
PC24 <= 0.8517534
PC47 > -0.9079783
PC58 > -0.1656714
-> class 0\|1 [0.990]
Rule 31/21: (72.6, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.28544
PC10 <= 1.286876
PC18 > -1.259729
PC18 <= -0.3695138
PC46 > -1.308755
PC55 > 0.1195685
PC66 <= -0.4409782
-> class 0\|1 [0.987]
Rule 31/22: (68.8, lift 11.5)
PC18 <= -0.3695138
PC52 > -0.1917042
PC68 > 0.009813247
PC78 > 2.492486
PC100 <= 0.3399086
-> class 0\|1 [0.985]
Rule 31/23: (61.8, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.05622033
PC18 > -0.3695138
PC18 <= 1.22673
PC41 <= 0.05893176
PC93 > 0.2641403
-> class 0\|1 [0.984]
Rule 31/24: (53.7, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -3.009317
PC18 <= -0.3695138
PC30 > 0.5211688
PC46 <= -1.308755
PC90 > -2.160832
-> class 0\|1 [0.982]
Rule 31/25: (52.7, lift 11.5)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC40 > -2.874519
PC42 > 1.595961
PC63 > -0.6654019
-> class 0\|1 [0.982]
Rule 31/26: (154.7/2.1, lift 11.5)
PC5 <= 2.234459
PC13 <= 6.717022
PC18 > 1.22673
PC18 <= 4.094618
PC21 <= 0.4791392
PC40 > -2.874519
PC48 <= 0.5402002
PC74 <= 1.384253
PC76 > 0.5765148
PC100 > -0.7429636
-> class 0\|1 [0.980]
Rule 31/27: (45.5, lift 11.5)
PC18 > -0.3695138
PC18 <= 1.22673
PC20 > 3.001767
PC72 <= 0.7194824
PC79 <= 0.9834616
-> class 0\|1 [0.979]
Rule 31/28: (46.7, lift 11.5)
PC2 > 2.5099
PC5 <= 2.234459
PC6 <= 0.1341214
PC18 > -0.3695138
PC25 <= 0.3170353
PC26 <= 0.6085084
PC35 <= 0.4428198
PC52 > -2.29865
PC56 > 0.6118147
PC71 > -1.089953
PC98 <= 0.3674698
PC99 > -0.4938342
PC100 > -0.7429636
-> class 0\|1 [0.978]
Rule 31/29: (33.2, lift 11.4)
PC2 > 2.5099
PC15 > -0.6612474
PC18 > 5.215645
PC26 <= 0.6085084
PC71 > -1.089953
PC76 <= 0.5765148
PC86 <= 0.399078
-> class 0\|1 [0.972]
Rule 31/30: (118.9/3, lift 11.3)
PC13 <= 6.717022
PC18 > 1.22673
PC21 <= 0.4791392
PC35 > 0.4428198
PC43 > -1.130921
PC71 > -1.089953
-> class 0\|1 [0.967]
Rule 31/31: (57.3/1.1, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -7.258377
PC14 > -0.7230113
PC14 <= 2.327492
PC15 > -0.6612474
PC35 <= 0.4428198
PC51 <= 0.3803519
PC52 > -2.29865
PC63 > 0.881411
PC95 > -0.1106852
PC97 <= 0.3792382
PC98 <= 0.3674698
-> class 0\|1 [0.965]
Rule 31/32: (97/2.4, lift 11.3)
PC5 <= 2.234459
PC18 > -0.3695138
PC36 > 1.26207
PC40 > -2.874519
PC51 > 0.3803519
PC52 > -2.29865
PC58 > -0.9393622
PC71 > -1.089953
PC99 > -0.4938342
-> class 0\|1 [0.965]
Rule 31/33: (39.7/0.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.234459
PC14 > -0.7230113
PC21 <= 0.4791392
PC22 > 2.041839
PC26 <= 0.6085084
PC35 <= 0.4428198
PC40 > -2.874519
PC59 > -1.971723
PC87 <= 1.172014
PC100 > -0.7429636
-> class 0\|1 [0.965]
Rule 31/34: (33.3/0.3, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -0.03596552
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 0.7212847
PC20 > -0.7105118
-> class 0\|1 [0.964]
Rule 31/35: (25.2, lift 11.3)
PC2 > 2.5099
PC5 <= 2.234459
PC14 <= 2.327492
PC18 > -0.3695138
PC40 > -2.874519
PC60 > -1.92327
PC66 <= -3.106783
-> class 0\|1 [0.963]
Rule 31/36: (25.1, lift 11.3)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC26 <= 0.6085084
PC52 <= -2.29865
PC59 > -1.971723
PC60 > -1.92327
-> class 0\|1 [0.963]
Rule 31/37: (67.2/1.6, lift 11.3)
PC13 > 6.717022
PC18 > 3.543752
PC31 <= 0.1441531
PC37 > -0.2538081
PC50 > -0.2478594
PC97 > -1.07256
-> class 0\|1 [0.963]
Rule 31/38: (24.4, lift 11.3)
PC15 > -0.6612474
PC18 > 1.22673
PC25 <= 0.3170353
PC86 <= 0.399078
PC98 > 0.2959998
PC98 <= 0.3674698
-> class 0\|1 [0.962]
Rule 31/39: (76/2.4, lift 11.2)
PC5 <= 2.234459
PC6 <= 0.1341214
PC13 <= 6.717022
PC18 > 1.22673
PC21 <= 0.4791392
PC55 <= -0.2069452
PC60 > -1.92327
PC63 > -0.6654019
-> class 0\|1 [0.956]
Rule 31/40: (94.7/3.5, lift 11.2)
PC13 <= 6.717022
PC14 > -0.7230113
PC15 > -0.6612474
PC18 > 1.22673
PC21 <= 0.4791392
PC40 > -2.874519
PC71 > -1.089953
PC86 <= 0.399078
PC99 <= -0.4938342
PC100 > -0.7429636
-> class 0\|1 [0.953]
Rule 31/41: (71.3/2.6, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.234459
PC6 <= 0.1341214
PC15 > -0.6612474
PC18 > -0.3695138
PC19 > -0.02621727
PC26 <= 0.6085084
PC31 <= 0.2288088
PC59 > -1.971723
PC63 > -0.6654019
PC97 <= 0.3792382
-> class 0\|1 [0.950]
Rule 31/42: (192.5/8.8, lift 11.1)
PC6 <= 0.1341214
PC13 <= 6.717022
PC14 <= 2.327492
PC18 > 1.22673
PC18 <= 5.215645
PC21 <= 0.4791392
PC25 > 0.3170353
PC35 <= 0.4428198
PC40 > -2.874519
PC86 <= 0.399078
PC100 > -0.7429636
-> class 0\|1 [0.950]
Rule 31/43: (31/0.6, lift 11.1)
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC21 <= 0.4791392
PC31 > 0.2288088
PC58 > -0.9393622
PC63 > -0.6654019
PC86 <= 0.399078
-> class 0\|1 [0.950]
Rule 31/44: (188.7/8.5, lift 11.1)
PC2 > 2.5099
PC5 <= 2.234459
PC13 <= 6.717022
PC18 > 1.22673
PC26 > 0.6085084
PC40 > -2.874519
PC79 > -2.182701
-> class 0\|1 [0.950]
Rule 31/45: (41.2/2, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.05622033
PC18 > -0.3695138
PC20 <= 3.001767
PC24 > 0.8517534
PC32 <= 0.1590713
PC58 > -0.1656714
PC85 > 0.2231941
-> class 0\|1 [0.930]
Rule 31/46: (12.2, lift 10.9)
PC14 <= 2.327492
PC15 > -0.6612474
PC18 > -0.3695138
PC29 > 3.266254
PC35 <= 0.4428198
PC66 > -3.106783
-> class 0\|1 [0.930]
Rule 31/47: (11.8, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1341214
PC13 <= 6.717022
PC18 > -0.3695138
PC40 > -2.874519
PC58 > -0.9393622
PC58 <= -0.9170401
PC86 <= 0.399078
-> class 0\|1 [0.928]
Rule 31/48: (43.2/2.9, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.234459
PC6 <= 0.1341214
PC14 <= 2.327492
PC15 > -0.6612474
PC19 <= -0.02621727
PC21 <= 0.4791392
PC22 <= 2.041839
PC25 <= 0.3170353
PC26 <= 0.6085084
PC35 <= 0.4428198
PC51 <= 0.3803519
PC55 > -0.2069452
PC63 > -0.6654019
PC95 <= -0.1106852
PC98 <= 0.3674698
PC100 > -0.7429636
-> class 0\|1 [0.914]
Rule 31/49: (115.4/14.7, lift 10.2)
PC5 > 2.234459
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > 1.22673
PC24 <= 4.919464
PC28 <= 2.913545
PC87 <= 1.172014
-> class 0\|1 [0.867]
Rule 31/50: (18.3/1.9, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1122537
PC15 <= -0.6612474
PC18 > -0.3695138
-> class 0\|1 [0.857]
Rule 31/51: (12.5/1.7, lift 9.5)
PC10 <= -7.258377
PC25 <= 0.3170353
PC26 <= 0.6085084
PC97 <= 0.3792382
PC100 > -0.7429636
-> class 0\|1 [0.814]
Rule 31/52: (82.9, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.05622033
PC13 <= 6.717022
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= 3.001767
PC32 <= 0.1590713
PC40 > -2.360861
PC41 <= 0.05893176
PC72 <= 0.7194824
-> class 0\|2 [0.988]
Rule 31/53: (77.5, lift 10.0)
PC12 <= 0.3895968
PC18 <= -1.259729
PC26 <= 1.383173
PC37 <= -0.7631932
PC39 > -1.445797
PC40 > -2.75669
PC68 <= 0.3152264
PC78 > -1.0695
PC85 <= 1.50973
PC86 <= 1.064802
-> class 0\|2 [0.987]
Rule 31/54: (65.4, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -0.3695138
PC28 <= -0.4429453
PC36 <= 0.6554893
PC40 > -2.75669
PC60 > -0.3308287
PC68 <= 0.3152264
PC72 <= 0.3639236
PC78 > -1.32537
PC90 <= 0.6486025
PC93 > -1.17417
PC93 <= 0.9769168
-> class 0\|2 [0.985]
Rule 31/55: (62.4, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC15 <= 1.037611
PC18 <= -0.3695138
PC36 <= 0.6554893
PC39 > -1.445797
PC45 <= 1.410045
PC46 > -1.308755
PC46 <= 0.4590452
PC71 > 0.4553187
PC78 > -1.0695
PC78 <= 2.492486
PC84 <= 0.319197
PC93 > -1.17417
PC93 <= 0.9769168
-> class 0\|2 [0.983]
Rule 31/56: (53.1, lift 9.9)
PC2 > 2.5099
PC5 > 2.234459
PC28 > 2.913545
PC42 > -3.974739
PC87 <= 1.172014
-> class 0\|2 [0.982]
Rule 31/57: (49.5, lift 9.9)
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -0.3695138
PC19 > -0.1926894
PC19 <= -0.09571102
PC39 > -1.445797
PC40 > -2.75669
PC45 <= 1.410045
PC60 > -0.3308287
PC73 <= 2.287993
PC93 <= 0.9769168
PC99 > -1.09732
-> class 0\|2 [0.981]
Rule 31/58: (51.1, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.259729
PC18 <= -0.3695138
PC40 > -2.75669
PC66 > -0.4409782
PC78 <= 2.492486
PC94 > 0.6877141
-> class 0\|2 [0.981]
Rule 31/59: (49.7, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 2.21752
PC13 <= 6.717022
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= 3.001767
PC32 <= 0.1590713
PC72 <= 0.7194824
-> class 0\|2 [0.981]
Rule 31/60: (85.1/0.6, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.03596552
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC72 <= 0.7194824
PC79 > 0.9834616
-> class 0\|2 [0.981]
Rule 31/61: (51.9, lift 9.9)
PC3 <= 1.640775
PC18 <= -0.3695138
PC19 <= 0.1929213
PC51 <= 0.9584765
PC58 > -1.336068
PC63 <= -0.920973
PC73 <= 2.287993
PC78 <= 2.492486
PC90 > -0.1179865
PC90 <= 0.6486025
PC99 > -1.09732
-> class 0\|2 [0.980]
Rule 31/62: (85.2/1, lift 9.8)
PC2 > 2.5099
PC8 <= 0.1122537
PC15 <= -0.6612474
PC18 > 1.154123
PC30 <= 4.67459
PC42 > -3.974739
-> class 0\|2 [0.977]
Rule 31/63: (37.9, lift 9.8)
PC2 > 2.5099
PC18 <= -0.3695138
PC19 > -0.1926894
PC40 > -2.75669
PC51 > 0.9584765
PC68 <= 0.3152264
PC90 <= 0.6486025
PC93 > -1.17417
PC93 <= 0.9769168
-> class 0\|2 [0.975]
Rule 31/64: (54.5/0.5, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.03596552
PC13 <= 6.717022
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= 3.001767
PC32 <= 0.1590713
PC40 > -2.360861
PC41 <= 0.05893176
PC58 <= -0.1656714
-> class 0\|2 [0.973]
Rule 31/65: (53.3/0.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC37 > -0.9672946
PC58 > -1.336068
PC78 > -1.32537
PC78 <= -1.0695
PC90 <= 0.6486025
PC93 > -1.17417
PC98 > 0.4678825
-> class 0\|2 [0.972]
Rule 31/66: (32.5, lift 9.8)
PC18 <= -1.259729
PC46 <= 0.4590452
PC58 > -1.336068
PC60 > -0.5649353
PC78 <= 2.492486
PC93 > -1.17417
PC93 <= 0.9769168
PC99 <= -1.09732
-> class 0\|2 [0.971]
Rule 31/67: (31.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -0.3695138
PC25 > -1.096972
PC35 <= 0.6841708
PC39 > -1.445797
PC41 <= 0.2254382
PC43 <= -0.6070212
PC45 <= 1.410045
PC58 > -1.336068
PC60 > -0.3308287
PC78 > -1.0695
PC90 > -0.1179865
-> class 0\|2 [0.970]
Rule 31/68: (31.5, lift 9.8)
PC12 <= 0.3895968
PC35 <= 0.6841708
PC37 > -0.9672946
PC46 > -1.308755
PC46 <= 0.4590452
PC59 <= 3.371497
PC67 <= 0.2327736
PC79 > 2.041701
PC85 <= 1.50973
PC90 <= 0.6486025
-> class 0\|2 [0.970]
Rule 31/69: (30.3, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC25 > -1.096972
PC36 <= 0.1486486
PC40 > 0.4975638
PC58 > -1.336068
PC69 <= 0.03763723
PC90 > -0.1179865
PC93 > -1.17417
PC93 <= 0.9769168
PC97 > 0.05851826
-> class 0\|2 [0.969]
Rule 31/70: (57.5/0.8, lift 9.8)
PC12 <= 0.3895968
PC18 <= -0.3695138
PC33 > 3.834424
PC39 > -1.445797
PC43 > -1.939943
PC67 > -0.5381726
PC90 <= 0.6486025
PC93 <= 0.9769168
-> class 0\|2 [0.969]
Rule 31/71: (28.8, lift 9.8)
PC2 > 2.5099
PC12 <= 0.3895968
PC18 <= -1.259729
PC35 > 0.5706837
PC40 > -2.75669
PC43 > -0.6070212
PC72 <= 0.3639236
PC90 > -0.1179865
-> class 0\|2 [0.968]
Rule 31/72: (27.6, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC14 > 0.36168
PC18 <= -1.259729
PC19 > -0.1926894
PC36 <= 0.6554893
PC89 <= 0.5127149
-> class 0\|2 [0.966]
Rule 31/73: (27.7, lift 9.7)
PC18 <= -0.3695138
PC19 > -0.1926894
PC39 > -1.445797
PC41 <= 0.2254382
PC45 > 1.410045
PC46 <= 0.4590452
PC58 > -1.336068
PC68 <= 0.3152264
PC85 <= 1.50973
PC93 <= 0.9769168
-> class 0\|2 [0.966]
Rule 31/74: (43.9/0.6, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 1.28544
PC18 > -1.259729
PC18 <= -0.3695138
PC20 > -3.597486
PC40 > -2.75669
PC66 <= -0.4409782
-> class 0\|2 [0.966]
Rule 31/75: (25, lift 9.7)
PC3 <= 1.640775
PC18 <= -1.259729
PC19 > -0.1926894
PC32 <= -1.710034
PC39 > -1.445797
PC40 > -2.75669
-> class 0\|2 [0.963]
Rule 31/76: (22.6, lift 9.7)
PC12 <= 0.3895968
PC18 <= -1.259729
PC40 > -2.75669
PC46 > -1.308755
PC51 > 0.7197573
PC90 > -0.1179865
PC90 <= 0.6486025
PC93 > -1.17417
-> class 0\|2 [0.959]
Rule 31/77: (22.8, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC19 > -0.1926894
PC39 > -1.445797
PC46 > -1.308755
PC58 > -1.336068
PC60 > -0.5649353
PC78 <= 2.492486
PC89 > 0.5127149
PC90 <= 0.6486025
PC93 <= 0.9769168
-> class 0\|2 [0.959]
Rule 31/78: (60.2/1.6, lift 9.7)
PC1 <= -0.5670417
PC2 > 2.5099
PC6 <= -0.03596552
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC24 > 0.8517534
PC32 <= 0.1590713
PC41 <= 0.05893176
PC85 <= 0.2231941
PC93 <= 0.2641403
-> class 0\|2 [0.958]
Rule 31/79: (21.4, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -0.3695138
PC36 <= 0.6554893
PC40 > -2.75669
PC45 <= 1.410045
PC46 <= 0.4590452
PC59 <= 3.371497
PC60 > -0.5649353
PC73 <= 2.287993
PC75 <= -0.5708715
PC78 > -1.32537
PC79 <= 2.041701
PC86 <= 1.064802
PC93 <= 0.9769168
-> class 0\|2 [0.957]
Rule 31/80: (21.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC19 > 0.1929213
PC39 > -1.445797
PC46 <= 0.4590452
PC68 <= 0.3152264
PC73 <= 2.287993
PC89 <= 0.5127149
PC90 <= 0.6486025
-> class 0\|2 [0.957]
Rule 31/81: (19.7, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.3924646
PC18 <= -0.3695138
PC33 <= 3.834424
PC36 <= 0.1486486
PC41 <= 0.2254382
PC60 > -0.3308287
PC68 <= 0.3152264
PC78 <= 2.492486
PC90 > -0.1179865
PC93 <= 0.9769168
-> class 0\|2 [0.954]
Rule 31/82: (19.1, lift 9.6)
PC2 > 2.5099
PC18 <= -1.259729
PC39 > -1.445797
PC46 > -1.308755
PC67 > -0.5381726
PC71 > 0.7297585
PC72 <= 0.3639236
PC78 <= 2.492486
PC85 <= 1.50973
-> class 0\|2 [0.953]
Rule 31/83: (110.5/4.4, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC16 > 0.391156
PC36 <= 0.1486486
PC41 <= 0.2254382
PC46 <= 0.4590452
PC51 <= 0.5783342
PC60 > -0.3308287
PC69 > 0.03763723
PC86 <= 1.064802
PC90 > -0.1179865
PC92 <= 0.06911048
PC93 <= 0.9769168
PC97 > 0.05851826
-> class 0\|2 [0.952]
Rule 31/84: (16.1, lift 9.5)
PC2 > 2.5099
PC18 <= -0.3695138
PC39 > -1.445797
PC46 > -1.308755
PC67 <= -0.5381726
PC68 <= 0.3152264
PC73 <= 2.287993
PC85 <= 1.50973
-> class 0\|2 [0.945]
Rule 31/85: (14.8, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC26 > 1.383173
PC35 > -0.6437104
PC37 > -0.9672946
PC39 > -1.445797
PC68 <= 0.3152264
PC85 <= 1.50973
PC93 > -1.17417
-> class 0\|2 [0.940]
Rule 31/86: (13.8, lift 9.4)
PC7 <= 0.2238975
PC13 > 6.717022
PC17 > 1.356671
PC18 > -0.3695138
PC46 > -0.1007412
-> class 0\|2 [0.937]
Rule 31/87: (33.4/1.3, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC35 > 0.6841708
PC59 <= 3.371497
PC68 <= 0.3152264
PC73 <= 2.287993
PC85 <= 1.50973
-> class 0\|2 [0.936]
Rule 31/88: (13.6, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.6612474
PC18 > -0.3695138
PC96 <= -2.131828
-> class 0\|2 [0.936]
Rule 31/89: (49/2.4, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.6612474
PC18 > -0.3695138
PC18 <= 1.22673
PC40 <= -2.360861
-> class 0\|2 [0.933]
Rule 31/90: (43.7/2, lift 9.4)
PC7 > 0.2238975
PC13 > 6.717022
PC18 > -0.3695138
-> class 0\|2 [0.933]
Rule 31/91: (22.3/0.7, lift 9.4)
PC4 <= -3.956807
PC13 > 6.717022
PC17 <= 1.356671
-> class 0\|2 [0.931]
Rule 31/92: (209.8/14.5, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 1.037611
PC18 <= -0.3695138
PC33 > -2.344294
PC46 > -1.308755
PC58 > -1.840127
PC78 <= 2.492486
-> class 0\|2 [0.927]
Rule 31/93: (67.3/4.2, lift 9.3)
PC2 > 2.5099
PC18 <= -0.3695138
PC19 > -0.1926894
PC35 <= -0.6437104
PC39 > -1.445797
PC43 > -1.939943
PC68 <= 0.3152264
PC78 <= 2.492486
PC85 <= 1.50973
-> class 0\|2 [0.925]
Rule 31/94: (280.3/21.6, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 1.037611
PC18 > -1.259729
PC18 <= -0.3695138
PC20 > -3.597486
PC30 > -2.549518
PC31 <= 0.2690308
PC40 > -2.75669
PC46 <= 0.661009
PC53 > -1.334341
PC66 > -0.4409782
PC77 > -0.6086931
PC98 > -1.56359
PC99 > -1.542269
-> class 0\|2 [0.920]
Rule 31/95: (91.9/6.6, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -0.3695138
PC26 <= 1.383173
PC35 > -0.6437104
PC43 > -1.939943
PC46 > -1.308755
PC46 <= 0.4590452
PC72 > 0.3639236
PC78 > -1.0695
PC84 <= 0.319197
PC86 <= 1.064802
PC89 <= 0.5127149
-> class 0\|2 [0.919]
Rule 31/96: (8.8, lift 9.1)
PC18 <= -0.3695138
PC46 > -1.308755
PC52 > -0.1917042
PC68 > 0.009813247
PC78 > 2.492486
PC100 > 0.3399086
-> class 0\|2 [0.908]
Rule 31/97: (63/5.1, lift 9.1)
PC3 <= 1.640775
PC12 <= 0.3895968
PC18 <= -1.259729
PC19 > -0.1926894
PC19 <= 0.1929213
PC39 > -1.445797
PC41 <= 0.2254382
PC60 <= -0.3308287
PC68 <= 0.3152264
PC73 <= 2.287993
PC85 <= 1.50973
PC93 <= 0.9769168
PC99 > -1.09732
-> class 0\|2 [0.906]
Rule 31/98: (7.5, lift 9.0)
PC8 > 0.05112072
PC13 > 6.717022
PC17 <= 1.356671
-> class 0\|2 [0.894]
Rule 31/99: (6.6, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -3.009317
PC18 <= -0.3695138
PC30 <= 0.5211688
PC46 <= -1.308755
-> class 0\|2 [0.884]
Rule 31/100: (254.6/29.6, lift 8.9)
PC3 <= 1.640775
PC12 <= 1.284844
PC15 <= 1.037611
PC18 <= -1.259729
PC37 <= 2.248455
PC39 > -1.445797
PC40 > -2.75669
PC41 <= 0.3342586
PC43 > -1.939943
PC64 > -1.1013
PC68 > 0.3152264
PC76 <= 2.120094
PC78 <= 2.492486
PC85 <= 1.50973
PC96 <= 0.9769251
-> class 0\|2 [0.881]
Rule 31/101: (58.5/6.6, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 1.037611
PC37 > -0.9672946
PC39 > -1.445797
PC41 <= 0.2254382
PC58 > -1.336068
PC67 > 0.2327736
PC68 <= 0.3152264
PC90 <= 0.6486025
PC93 <= 0.9769168
-> class 0\|2 [0.875]
Rule 31/102: (54.5/8.1, lift 8.5)
PC13 > 6.717022
PC18 > -0.3695138
PC18 <= 3.543752
PC46 <= -0.1007412
-> class 0\|2 [0.839]
Rule 31/103: (11.2/1.4, lift 8.3)
PC13 > 6.717022
PC18 > 3.543752
PC31 <= 0.1441531
PC97 <= -1.07256
-> class 0\|2 [0.821]
Rule 31/104: (29.1/5.8, lift 7.9)
PC3 <= 1.640775
PC18 <= -0.3695138
PC68 <= 0.009813247
PC78 > 2.492486
PC100 > 0.0007896177
-> class 0\|2 [0.782]
Rule 31/105: (22.2/5.4, lift 7.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -0.03596552
PC18 > -0.3695138
PC18 <= 1.22673
PC20 <= -0.7105118
-> class 0\|2 [0.734]
Rule 31/106: (30.4/9.3, lift 6.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC15 > -0.6612474
PC18 > -0.3695138
PC87 > 1.172014
-> class 0\|2 [0.682]
Rule 31/107: (32.5/14, lift 5.7)
PC3 <= 1.640775
PC18 <= -3.009317
PC46 <= -1.308755
-> class 0\|2 [0.565]
Rule 31/108: (153.7/0.1, lift 9.6)
PC3 <= 1.640775
PC15 <= 1.037611
PC18 <= -1.259729
PC26 <= 1.383173
PC35 > -0.6437104
PC68 <= 0.3152264
PC73 <= 2.287993
PC93 > 0.9769168
-> class 0\|3 [0.993]
Rule 31/109: (106.2, lift 9.5)
PC18 <= -1.259729
PC59 > 3.371497
-> class 0\|3 [0.991]
Rule 31/110: (95.6/0.2, lift 9.5)
PC2 > 2.5099
PC15 <= 1.037611
PC18 <= -1.259729
PC39 <= -1.445797
PC43 > -1.939943
PC46 > -1.308755
-> class 0\|3 [0.988]
Rule 31/111: (82.9/1.2, lift 9.4)
PC3 <= 1.640775
PC18 <= -1.259729
PC51 > 0.5783342
PC51 <= 0.7197573
PC89 <= 0.5127149
PC90 > -0.1179865
PC99 > -1.09732
-> class 0\|3 [0.974]
Rule 31/112: (11.8, lift 8.9)
PC1 > -0.430681
PC1 <= -0.1603135
PC2 <= 2.5099
PC8 <= -0.2376927
PC45 <= -0.2961768
-> class 0\|3 [0.927]
Rule 31/113: (7999/5940.2, lift 2.5)
PC2 > 2.5099
-> class 0\|3 [0.257]
Rule 31/114: (169/0.3, lift 20.9)
PC1 > 25.43189
PC69 <= 0.2200295
-> class 1\|0 [0.993]
Rule 31/115: (63/0.5, lift 20.5)
PC3 > 1.640775
PC8 > -3.622873
PC8 <= 1.698452
PC16 <= -0.8953013
PC35 > -0.2212318
PC46 > -0.6374976
PC65 > -0.05023159
PC92 <= 0.4989451
PC100 <= -0.1536532
-> class 1\|0 [0.976]
Rule 31/116: (143/3.8, lift 20.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.698452
PC16 <= -2.500519
PC18 <= 0.7362046
PC24 > -0.6120089
PC30 <= 0.470488
PC33 > -0.5413352
PC46 > -0.6374976
PC65 > -0.05023159
PC87 > -0.3832913
PC95 > -0.4508555
PC100 > -0.1536532
-> class 1\|0 [0.967]
Rule 31/117: (23.8, lift 20.2)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 9.772499
PC16 <= 0.8572028
PC19 > -1.326658
PC41 > -0.4068549
PC49 > 1.506716
-> class 1\|0 [0.961]
Rule 31/118: (18.2, lift 20.0)
PC1 > -0.430681
PC5 <= 12.1829
PC11 <= 2.611002
PC16 <= -1.963041
PC94 > -0.0995549
PC95 <= -0.6217793
-> class 1\|0 [0.951]
Rule 31/119: (17.6, lift 19.9)
PC1 > -0.430681
PC12 <= 2.889639
PC14 <= -2.026051
PC16 <= 0.8572028
PC48 <= 0.6548464
-> class 1\|0 [0.949]
Rule 31/120: (30.9/1.6, lift 19.3)
PC1 > -0.1603135
PC2 <= 2.5099
PC3 > -0.01609154
PC5 <= 9.772499
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.326658
PC30 <= 0.4536837
PC69 > -0.2364308
PC80 > -0.7853009
PC99 <= -0.4568278
-> class 1\|0 [0.920]
Rule 31/121: (8.7, lift 19.0)
PC3 > -0.01609154
PC12 > 2.889639
PC16 > -1.963041
PC68 > -0.06744388
-> class 1\|0 [0.906]
Rule 31/122: (198.7/31, lift 17.7)
PC1 > -0.1603135
PC3 <= -0.01609154
PC4 > 0.6762495
PC11 <= 5.393445
PC16 > -1.963041
-> class 1\|0 [0.840]
Rule 31/123: (66.5/10.2, lift 17.6)
PC2 > 2.5099
PC3 > 1.640775
PC21 > 0.4162786
PC46 > -0.6374976
-> class 1\|0 [0.837]
Rule 31/124: (26/3.7, lift 17.5)
PC1 > -0.1603135
PC3 > -0.01609154
PC8 > -3.76792
PC15 <= -1.99789
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.326658
PC80 > -0.7853009
-> class 1\|0 [0.834]
Rule 31/125: (43.5/11.2, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.01609154
PC8 > -3.76792
PC16 > -1.963041
PC48 > 0.6548464
PC61 > -0.6613393
-> class 1\|0 [0.731]
Rule 31/126: (1059.3/535.7, lift 10.4)
PC1 > -0.1603135
PC8 > -3.76792
PC16 <= -1.963041
-> class 1\|0 [0.494]
Rule 31/127: (90.1, lift 17.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC68 > -0.3282683
PC95 <= -0.4508555
PC100 > -0.1536532
-> class 1\|1 [0.989]
Rule 31/128: (176.4/1.2, lift 17.2)
PC1 > -0.1603135
PC3 > -0.01609154
PC5 <= 9.772499
PC9 > -0.4087924
PC15 > -1.99789
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.326658
PC41 > -0.4068549
PC46 <= 2.391228
PC49 <= 1.506716
PC69 > -0.2364308
PC99 > -0.4568278
-> class 1\|1 [0.988]
Rule 31/129: (80, lift 17.2)
PC1 > -0.430681
PC12 > 2.889639
PC12 <= 3.229993
PC16 > -1.963041
PC68 <= -0.06744388
-> class 1\|1 [0.988]
Rule 31/130: (72.4, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC46 <= -0.6374976
-> class 1\|1 [0.987]
Rule 31/131: (66.9, lift 17.2)
PC5 > 12.1829
PC16 <= -1.963041
PC44 > -1.972712
PC95 > -0.0869053
-> class 1\|1 [0.985]
Rule 31/132: (66.5, lift 17.2)
PC3 > 1.640775
PC16 <= -0.8953013
PC30 > 0.470488
PC33 > -0.5413352
PC65 > -0.05023159
PC68 > -0.3282683
PC100 > -0.1536532
-> class 1\|1 [0.985]
Rule 31/133: (60.6, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -2.500519
PC16 <= -0.8953013
PC68 > -0.3282683
PC100 > -0.1536532
-> class 1\|1 [0.984]
Rule 31/134: (126.2/1.1, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC21 <= 0.4162786
PC39 <= 0.655801
PC65 <= -0.05023159
-> class 1\|1 [0.983]
Rule 31/135: (50.6, lift 17.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC68 > -0.3282683
PC92 > 0.4989451
-> class 1\|1 [0.981]
Rule 31/136: (46.7, lift 17.1)
PC2 > 2.5099
PC8 > 1.698452
PC16 <= -0.8953013
PC68 > -0.3282683
-> class 1\|1 [0.979]
Rule 31/137: (44.2, lift 17.1)
PC2 > 2.5099
PC8 <= -3.622873
PC16 <= -0.8953013
-> class 1\|1 [0.978]
Rule 31/138: (35.1, lift 17.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC77 > 0.7041603
-> class 1\|1 [0.973]
Rule 31/139: (33.1, lift 16.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC33 <= -0.5413352
-> class 1\|1 [0.971]
Rule 31/140: (23.9, lift 16.8)
PC1 > -0.1603135
PC3 > -0.01609154
PC8 > -3.76792
PC16 <= 0.8572028
PC18 <= -0.6774741
PC19 > -1.326658
-> class 1\|1 [0.960]
Rule 31/141: (22.5, lift 16.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC38 > -0.00330259
PC51 > 0.2717568
-> class 1\|1 [0.959]
Rule 31/142: (194.9/7.2, lift 16.7)
PC1 > -0.1603135
PC2 <= 2.5099
PC5 <= 12.1829
PC10 > 0.4362774
PC11 <= 2.611002
PC12 <= 4.87245
PC16 <= -1.963041
PC61 > -0.8899418
PC94 > -0.0995549
PC95 > -0.6217793
-> class 1\|1 [0.958]
Rule 31/143: (15, lift 16.4)
PC1 > -0.430681
PC11 <= 2.611002
PC16 > -2.008449
PC16 <= -1.963041
PC88 <= 0.04485212
-> class 1\|1 [0.941]
Rule 31/144: (61.5/2.8, lift 16.4)
PC1 > -0.430681
PC11 <= 2.611002
PC16 <= -1.963041
PC44 > -1.972712
PC94 > 0.3508651
-> class 1\|1 [0.940]
Rule 31/145: (14.8, lift 16.4)
PC3 > 1.640775
PC16 <= -0.8953013
PC24 <= -0.6120089
PC33 > -0.5413352
PC35 > -0.2212318
PC46 > -0.6374976
PC65 > -0.05023159
PC77 <= 0.7041603
-> class 1\|1 [0.940]
Rule 31/146: (14, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC97 > 1.535991
-> class 1\|1 [0.938]
Rule 31/147: (16.1/0.2, lift 16.3)
PC1 > 25.43189
PC69 > 0.2200295
-> class 1\|1 [0.935]
Rule 31/148: (13.1, lift 16.3)
PC3 > 1.640775
PC16 <= -0.8953013
PC18 > 0.7362046
PC68 > -0.3282683
-> class 1\|1 [0.934]
Rule 31/149: (59.1/3.7, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC35 <= -0.2212318
-> class 1\|1 [0.924]
Rule 31/150: (6.8, lift 15.5)
PC2 <= 2.5099
PC16 <= -1.963041
PC44 > -1.972712
PC63 > 1.430998
-> class 1\|1 [0.886]
Rule 31/151: (10.5/0.5, lift 15.3)
PC2 > 2.5099
PC8 <= -4.467375
PC16 <= 0.9959877
-> class 1\|1 [0.877]
Rule 31/152: (4.9/0.2, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC55 <= -0.5955569
-> class 1\|1 [0.826]
Rule 31/153: (65/11, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.9959877
PC38 <= -0.00330259
-> class 1\|1 [0.821]
Rule 31/154: (49.7/9.3, lift 14.0)
PC1 > -0.1603135
PC1 <= 25.43189
PC3 <= -0.01609154
PC4 <= 0.6762495
PC11 <= 5.393445
PC16 > -1.963041
PC24 <= -0.1545882
-> class 1\|1 [0.801]
Rule 31/155: (23.8/6.1, lift 12.6)
PC1 > 7.923121
PC1 <= 25.43189
PC4 <= 0.6762495
PC8 <= -0.5328313
PC11 <= 5.393445
PC24 > -0.1545882
-> class 1\|1 [0.725]
Rule 31/156: (37.7/12.3, lift 11.6)
PC1 > -0.430681
PC10 <= 0.4362774
PC11 <= 2.611002
PC16 <= -1.963041
PC63 <= 1.430998
PC83 > 0.4200477
-> class 1\|1 [0.665]
Rule 31/157: (61.7/34.5, lift 7.7)
PC1 > -0.430681
PC1 <= -0.1603135
PC2 <= 2.5099
PC8 > -0.2376927
PC12 <= 0.04163058
-> class 1\|1 [0.443]
Rule 31/158: (121.5, lift 12.7)
PC5 > 9.772499
PC14 > -2.026051
PC16 > -1.963041
PC18 > -0.6774741
-> class 1\|2 [0.992]
Rule 31/159: (70.4, lift 12.6)
PC1 > -0.1603135
PC8 > -3.76792
PC48 <= 0.6548464
PC57 > -1.500745
PC65 <= -1.472564
-> class 1\|2 [0.986]
Rule 31/160: (173.3/1.6, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.01609154
PC12 <= 2.889639
PC16 > 0.8572028
PC18 <= 0.2120996
PC29 > -0.1696764
PC34 > -0.6858287
PC35 <= 0.404033
PC48 <= 0.3894522
PC52 > 0.2563742
PC65 <= 0.5879331
PC71 <= 1.38327
PC75 <= 0.9789493
PC83 <= 0.5933829
-> class 1\|2 [0.985]
Rule 31/161: (68.7, lift 12.6)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -4.467375
PC16 > -0.8953013
PC16 <= 0.9959877
PC38 > -0.00330259
PC51 <= 0.2717568
PC97 <= 1.535991
-> class 1\|2 [0.985]
Rule 31/162: (161.3/2.2, lift 12.6)
PC2 <= 2.5099
PC3 > -0.01609154
PC5 > 2.990929
PC12 <= 2.889639
PC16 > 0.8572028
-> class 1\|2 [0.981]
Rule 31/163: (52.5/0.7, lift 12.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.01609154
PC8 > -3.76792
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.326658
PC41 <= -0.4068549
PC48 <= 0.6548464
-> class 1\|2 [0.969]
Rule 31/164: (86.5/2.2, lift 12.4)
PC1 > -0.430681
PC3 <= -0.01609154
PC8 > -3.76792
PC11 > 5.393445
PC79 <= 0.658681
-> class 1\|2 [0.964]
Rule 31/165: (25.2, lift 12.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC68 > 1.411125
-> class 1\|2 [0.963]
Rule 31/166: (210.1/7.2, lift 12.3)
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > 0.8572028
PC18 <= 0.2120996
PC34 > -0.6858287
PC52 <= 0.2563742
PC65 <= 0.339648
PC74 > -0.7495527
PC85 > -0.5952991
PC100 > -0.01451484
-> class 1\|2 [0.961]
Rule 31/167: (21.5, lift 12.3)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.76792
PC48 > 0.6548464
PC61 <= -0.6613393
-> class 1\|2 [0.957]
Rule 31/168: (263.9/10.6, lift 12.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -1.571989
PC16 > 0.9959877
PC55 > -0.5955569
PC93 > -0.5394949
-> class 1\|2 [0.957]
Rule 31/169: (69.2/2.5, lift 12.2)
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > 0.8572028
PC18 <= 0.2120996
PC36 > -0.04169409
PC38 > 0.1093038
PC48 <= 0.3894522
PC71 <= 1.38327
PC75 <= 0.9789493
PC87 > -0.06414759
PC100 > -0.01451484
-> class 1\|2 [0.951]
Rule 31/170: (12.3, lift 11.9)
PC5 > 12.1829
PC16 <= -1.963041
PC95 <= -0.0869053
-> class 1\|2 [0.930]
Rule 31/171: (10.8, lift 11.8)
PC2 <= 2.5099
PC16 <= -1.963041
PC44 <= -1.972712
-> class 1\|2 [0.922]
Rule 31/172: (9, lift 11.7)
PC1 > 1.128336
PC2 > 2.5099
PC15 <= -1.571989
-> class 1\|2 [0.909]
Rule 31/173: (49.2/4.3, lift 11.5)
PC1 > -0.430681
PC8 <= -3.76792
PC19 <= -1.527043
-> class 1\|2 [0.897]
Rule 31/174: (45.9/5.3, lift 11.1)
PC1 > -0.430681
PC8 > -3.76792
PC11 > 2.611002
PC16 <= -1.963041
-> class 1\|2 [0.869]
Rule 31/175: (357.4/46.5, lift 11.1)
PC1 > -0.1603135
PC1 <= 25.43189
PC2 <= 2.5099
PC12 <= 2.889639
PC16 > -1.963041
PC16 <= 0.8572028
PC19 <= -1.326658
PC23 <= 0.04877394
PC77 > -1.330353
-> class 1\|2 [0.868]
Rule 31/176: (28.8/4, lift 10.7)
PC2 <= 2.5099
PC3 > -0.01609154
PC12 <= 2.889639
PC16 > -1.963041
PC30 <= 0.4536837
PC46 > 2.391228
PC48 <= 0.6548464
PC99 > -0.4568278
-> class 1\|2 [0.838]
Rule 31/177: (91.3/0.3, lift 15.2)
PC1 > -0.430681
PC3 > -0.01609154
PC5 <= 2.990929
PC8 > -3.76792
PC16 > 0.8572028
PC34 > -0.6858287
PC48 > 0.3894522
PC83 <= 0.5933829
-> class 1\|3 [0.986]
Rule 31/178: (53.7/1, lift 14.9)
PC1 <= 1.128336
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.571989
PC68 <= 1.411125
-> class 1\|3 [0.964]
Rule 31/179: (17/0.7, lift 14.0)
PC1 > -0.1603135
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > -1.963041
PC19 <= -1.326658
PC23 <= 0.04877394
PC66 > 0.5579212
-> class 1\|3 [0.910]
Rule 31/180: (8.2, lift 13.9)
PC3 > -0.01609154
PC19 <= -1.326658
PC49 <= -1.559507
-> class 1\|3 [0.902]
Rule 31/181: (32/3.8, lift 13.2)
PC1 > -0.430681
PC3 > -0.01609154
PC8 <= -1.099384
PC16 <= 0.8572028
PC19 <= -1.326658
PC29 <= -0.05536712
-> class 1\|3 [0.858]
Rule 31/182: (56.4/17, lift 10.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC93 <= -0.5394949
-> class 1\|3 [0.691]
Rule 31/183: (5039.5/3836.8, lift 3.7)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.239]
Rule 31/184: (332.6, lift 15.0)
PC8 > 1.706811
PC19 <= -1.294458
PC27 > -0.7038797
PC36 > -0.2906993
PC40 > -0.6133035
PC41 <= 1.617613
PC46 <= 1.171234
PC47 > -1.279669
PC52 <= 0.2286334
PC59 <= 0.2858767
PC70 <= 0.1566341
PC84 > -0.2054339
-> class 2\|0 [0.997]
Rule 31/185: (198.8, lift 14.9)
PC1 <= -0.430681
PC8 > 1.706811
PC12 > -0.5527602
PC21 > -0.1701935
PC34 <= -0.2715235
PC36 > -0.2906993
PC59 <= 0.2858767
-> class 2\|0 [0.995]
Rule 31/186: (180.8, lift 14.9)
PC1 <= -0.430681
PC8 > 1.706811
PC9 <= 3.05019
PC12 > -1.251273
PC21 > -0.1701935
PC32 > 1.272194
-> class 2\|0 [0.995]
Rule 31/187: (374.2/5.3, lift 14.8)
PC1 <= -0.430681
PC8 > 1.706811
PC10 <= 0.3313117
PC12 > -0.5527602
PC16 <= 0.5831272
PC21 > -0.1701935
PC27 > -0.7038797
PC36 > -0.2906993
PC40 > -0.6133035
PC59 <= 0.2858767
PC70 <= 0.1566341
PC74 > -0.1706181
-> class 2\|0 [0.983]
Rule 31/188: (315.3/7.7, lift 14.6)
PC8 > 4.593067
PC12 > -1.251273
PC17 > -0.7044799
PC21 > -0.1701935
PC59 <= 0.2858767
PC85 <= 1.262518
-> class 2\|0 [0.973]
Rule 31/189: (71.8/1.4, lift 14.5)
PC1 > -0.1603135
PC3 <= -0.01609154
PC8 > -0.5328313
PC9 <= -0.4910594
PC24 > -0.1545882
PC62 <= 0.1337718
PC71 > -0.7803868
-> class 2\|0 [0.968]
Rule 31/190: (324/10.7, lift 14.5)
PC8 > 1.706811
PC10 <= 0.3313117
PC12 > -0.5527602
PC21 > 1.193714
PC46 <= 1.171234
PC52 <= 0.2286334
PC59 <= 0.2858767
PC70 <= 0.1566341
PC84 > -0.2054339
-> class 2\|0 [0.964]
Rule 31/191: (94.6/2.8, lift 14.4)
PC8 > 5.797413
PC12 > -1.251273
PC21 > -0.1701935
PC88 > -0.4269749
-> class 2\|0 [0.961]
Rule 31/192: (20.6, lift 14.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.706811
PC44 > 0.8688231
PC83 <= -0.4805476
PC97 <= 1.36345
-> class 2\|0 [0.956]
Rule 31/193: (13.9, lift 14.1)
PC1 > -0.430681
PC1 <= -0.3213688
PC2 <= 2.5099
PC8 > -0.2376927
PC41 <= 0.7198779
PC73 <= 0.155719
-> class 2\|0 [0.937]
Rule 31/194: (27.2/1.1, lift 13.9)
PC1 <= -0.430681
PC8 > 1.706811
PC17 > 0.4994554
PC21 > -0.1701935
PC88 > -0.4269749
-> class 2\|0 [0.927]
Rule 31/195: (11.2, lift 13.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC21 > -0.1701935
PC30 <= -0.4688632
-> class 2\|0 [0.924]
Rule 31/196: (9.2, lift 13.6)
PC2 <= 2.5099
PC8 > 1.706811
PC12 > -1.251273
PC21 > -0.1701935
PC31 <= -0.4652129
PC70 > 0.1566341
-> class 2\|0 [0.903]
Rule 31/197: (23.1/4.4, lift 11.8)
PC1 <= -0.430681
PC8 > 1.706811
PC12 <= -1.251273
PC21 > -0.1701935
PC44 <= -1.792768
-> class 2\|0 [0.786]
Rule 31/198: (133.4/1.2, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.706811
PC12 > -2.818297
PC22 > -0.7480259
PC31 > -1.120177
PC79 <= -0.04100212
-> class 2\|1 [0.984]
Rule 31/199: (60.7, lift 9.9)
PC1 > -0.1603135
PC3 <= -0.01609154
PC8 > -0.5328313
PC21 > -0.1042888
PC71 <= -0.7803868
-> class 2\|1 [0.984]
Rule 31/200: (52.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC28 <= -0.1979612
-> class 2\|1 [0.982]
Rule 31/201: (35.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC12 > 5.58542
-> class 2\|1 [0.974]
Rule 31/202: (161.9/3.4, lift 9.8)
PC1 <= -0.430681
PC8 > 1.706811
PC8 <= 4.593067
PC12 <= -0.5527602
PC21 > -0.1701935
PC32 <= 1.272194
PC59 <= 0.2858767
-> class 2\|1 [0.973]
Rule 31/203: (35.6, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC20 <= -0.4858679
PC35 <= 1.154362
PC60 > 0.3489784
PC100 <= 3.830744
-> class 2\|1 [0.973]
Rule 31/204: (21.9, lift 9.6)
PC1 <= -0.430681
PC8 > 4.593067
PC31 <= -0.9754815
-> class 2\|1 [0.958]
Rule 31/205: (20.3, lift 9.6)
PC1 > -0.430681
PC1 <= -0.1603135
PC2 <= 2.5099
PC12 <= 0.04163058
PC60 <= -0.5700263
-> class 2\|1 [0.955]
Rule 31/206: (17.9, lift 9.5)
PC1 <= -0.430681
PC8 > 1.706811
PC19 <= -1.294458
PC41 > 1.617613
PC85 <= 1.262518
-> class 2\|1 [0.950]
Rule 31/207: (36.7/1, lift 9.5)
PC1 > -0.430681
PC1 <= 25.43189
PC2 <= 2.5099
PC3 <= -0.01609154
PC4 <= 0.6762495
PC8 > -0.5328313
PC24 > -0.1545882
PC62 > 0.1337718
-> class 2\|1 [0.949]
Rule 31/208: (16.1, lift 9.5)
PC1 > -0.430681
PC1 <= -0.1603135
PC12 > 0.04163058
PC41 > 0.7198779
-> class 2\|1 [0.944]
Rule 31/209: (21.2/0.4, lift 9.4)
PC2 <= 2.5099
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC35 <= 1.154362
PC60 > 0.3489784
PC68 > 2.125539
-> class 2\|1 [0.941]
Rule 31/210: (197.2/14.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC22 <= -0.7480259
PC61 <= -0.03505493
PC98 > 0.06901895
PC100 > -0.2347182
-> class 2\|1 [0.924]
Rule 31/211: (9.9, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC20 > -0.4858679
PC60 > 0.3489784
PC69 <= -0.2883855
-> class 2\|1 [0.913]
Rule 31/212: (21.8/1.4, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC35 <= 1.154362
PC45 > 0.3485494
PC60 > 0.3489784
-> class 2\|1 [0.901]
Rule 31/213: (32.6/2.9, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC22 <= -0.7480259
PC59 <= -0.3023128
-> class 2\|1 [0.889]
Rule 31/214: (4.8, lift 8.6)
PC1 <= -0.430681
PC2 <= -5.427376
PC8 > -3.393956
PC32 > 1.947536
-> class 2\|1 [0.854]
Rule 31/215: (18.8/3.8, lift 7.7)
PC2 <= 2.5099
PC8 > -0.04712294
PC8 <= 0.05561064
PC21 > 1.559848
-> class 2\|1 [0.768]
Rule 31/216: (25/6.2, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC100 > 3.830744
-> class 2\|1 [0.734]
Rule 31/217: (10.8/2.8, lift 7.1)
PC1 <= -0.430681
PC3 > 0.007217454
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC35 <= 1.154362
-> class 2\|1 [0.705]
Rule 31/218: (22.2/7.1, lift 6.7)
PC2 <= 2.5099
PC8 > -1.929983
PC45 <= 0.3298274
PC60 <= 0.3489784
PC77 <= -3.442439
-> class 2\|1 [0.665]
Rule 31/219: (3003.8/1431.4, lift 5.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
-> class 2\|1 [0.523]
Rule 31/220: (105.9, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.706811
PC22 <= -0.7480259
PC32 <= 0.6054547
PC59 > -0.3023128
PC61 > -0.03505493
PC71 <= 0.4057996
-> class 2\|2 [0.991]
Rule 31/221: (124.8/2, lift 11.1)
PC2 <= 2.5099
PC3 > -1.505151
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= 0.05561064
PC19 > -2.848473
PC21 <= -1.355879
PC33 <= 0.3241459
PC46 > -0.4817809
-> class 2\|2 [0.976]
Rule 31/222: (423.2/14.4, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.640187
PC8 > -1.929983
PC8 <= 0.05561064
PC10 > -0.2906615
PC15 > -2.639711
PC15 <= 3.89344
PC21 <= 1.559848
PC28 > -0.1979612
PC45 <= 0.3298274
PC46 > -0.1679086
PC60 <= 0.04692408
PC77 > -3.442439
-> class 2\|2 [0.964]
Rule 31/223: (57.9/1.2, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.04712294
PC21 > 1.559848
PC60 <= 0.2262723
PC77 > -3.442439
-> class 2\|2 [0.963]
Rule 31/224: (24.4, lift 10.9)
PC8 > -3.393956
PC8 <= -1.929983
PC9 > 12.34091
PC32 <= 1.947536
-> class 2\|2 [0.962]
Rule 31/225: (21.1, lift 10.9)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.929983
PC32 <= 1.947536
PC100 <= -3.1736
-> class 2\|2 [0.957]
Rule 31/226: (150.9/6.1, lift 10.8)
PC1 <= -2.425225
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC12 <= 4.993318
PC19 > -2.848473
PC25 <= 0.259551
PC33 <= 0.3241459
PC44 <= 0.261892
PC46 > -0.4817809
PC53 <= 1.131412
PC58 > -0.6270184
PC62 > -0.4826386
PC72 > -1.285972
PC74 <= 0.8261028
-> class 2\|2 [0.953]
Rule 31/227: (208.1/9.3, lift 10.8)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.05561064
PC8 <= 1.706811
PC22 <= -0.7480259
PC32 <= 0.6054547
PC44 <= 0.8688231
PC59 > -0.3023128
PC71 <= 0.4057996
PC88 <= 0.4115615
PC98 <= 0.06901895
-> class 2\|2 [0.951]
Rule 31/228: (18.5, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= 0.05561064
PC26 <= 2.436941
PC28 > -0.1979612
PC42 > 1.468734
PC60 > 0.3489784
PC100 <= 3.830744
-> class 2\|2 [0.951]
Rule 31/229: (342.1/17.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.640187
PC8 > -1.929983
PC8 <= 0.05561064
PC10 > -0.2906615
PC15 > -2.639711
PC15 <= 3.89344
PC16 <= 0.9558718
PC22 > -1.720898
PC45 <= 0.3298274
PC46 > -0.1679086
PC60 <= 0.3489784
PC83 > -0.7477797
PC89 > -0.3295882
PC100 <= 3.830744
-> class 2\|2 [0.946]
Rule 31/230: (326.8/18, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.640187
PC8 > -1.929983
PC8 <= 0.05561064
PC10 > -0.2906615
PC15 <= 3.89344
PC19 > -0.1388253
PC21 <= 1.559848
PC31 <= 1.560445
PC58 > -0.1572946
PC60 <= 0.3489784
PC77 > -3.442439
PC92 <= 0.1720645
-> class 2\|2 [0.942]
Rule 31/231: (102.7/5.5, lift 10.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.05561064
PC8 <= 1.706811
PC22 <= -0.7480259
PC32 <= 0.6054547
PC44 <= 0.8688231
PC59 > -0.3023128
PC71 <= 0.4057996
PC100 <= -0.2347182
-> class 2\|2 [0.938]
Rule 31/232: (116.6/7, lift 10.6)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 <= 1.706811
PC40 <= -1.179988
PC44 <= 0.8688231
PC62 > -1.215328
PC79 > -0.04100212
PC85 > -1.504104
-> class 2\|2 [0.933]
Rule 31/233: (13, lift 10.6)
PC1 > -2.425225
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC19 > -2.848473
PC36 <= -0.2200289
-> class 2\|2 [0.933]
Rule 31/234: (74.1/4.6, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.706811
PC12 <= -2.818297
PC44 <= 0.8688231
-> class 2\|2 [0.927]
Rule 31/235: (103.8/6.7, lift 10.5)
PC1 <= -1.70933
PC4 > -0.3760047
PC6 <= -0.5297391
PC8 > -1.929983
PC8 <= 0.05561064
PC20 > -0.4858679
PC35 <= 1.154362
PC45 <= 0.3485494
PC57 <= 1.023733
PC60 > 0.3489784
PC68 <= 2.125539
PC69 > -0.2883855
PC83 > -1.073892
PC97 > -0.9251474
-> class 2\|2 [0.927]
Rule 31/236: (40.1/2.2, lift 10.5)
PC1 <= -0.430681
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC32 <= 1.947536
PC33 <= 0.3241459
PC86 > 0.6842633
-> class 2\|2 [0.923]
Rule 31/237: (42/2.5, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.5297391
PC8 > -1.225654
PC8 <= 0.05561064
PC10 > -0.3256498
PC26 <= 2.436941
PC60 > 0.3489784
PC80 > -0.4681124
PC85 <= 0.2557528
-> class 2\|2 [0.921]
Rule 31/238: (27.6/1.8, lift 10.3)
PC8 > 0.05561064
PC8 <= 1.706811
PC9 <= -2.627024
PC43 <= -0.1259129
-> class 2\|2 [0.905]
Rule 31/239: (7.6, lift 10.2)
PC1 > -0.430681
PC1 <= 25.43189
PC2 <= 2.5099
PC3 <= -0.01609154
PC4 <= 0.6762495
PC8 > -0.5328313
PC9 > -0.4910594
PC24 > -0.1545882
PC62 <= 0.1337718
-> class 2\|2 [0.896]
Rule 31/240: (7.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC23 > 1.22015
PC44 > 0.8688231
PC83 > -0.4805476
-> class 2\|2 [0.895]
Rule 31/241: (56.6/6.7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC21 <= -0.1701935
PC40 <= -1.644845
-> class 2\|2 [0.869]
Rule 31/242: (19.4/2, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= 0.05561064
PC12 <= 5.58542
PC47 > 1.536644
-> class 2\|2 [0.860]
Rule 31/243: (11.9/1, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC8 <= 1.706811
PC40 > -1.179988
PC43 <= -2.675616
PC79 > -0.04100212
-> class 2\|2 [0.853]
Rule 31/244: (6.4/0.3, lift 9.6)
PC1 <= -0.430681
PC8 > 1.706811
PC21 <= -0.1701935
PC93 > 0.6464217
-> class 2\|2 [0.850]
Rule 31/245: (23.8/4.2, lift 9.1)
PC1 <= -0.430681
PC8 > 0.05561064
PC8 <= 1.706811
PC31 <= -1.120177
PC44 <= 0.8688231
PC62 > -1.215328
PC85 > -1.504104
-> class 2\|2 [0.798]
Rule 31/246: (87.8/17.8, lift 9.0)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.05561064
PC8 <= 1.706811
PC9 > -2.627024
PC40 > -1.179988
PC43 <= -0.1259129
PC47 <= -0.06518489
PC62 > -1.215328
PC68 > -0.5463692
-> class 2\|2 [0.791]
Rule 31/247: (24.7/4.7, lift 8.9)
PC2 <= -1.025067
PC8 > 0.05561064
PC8 <= 1.706811
PC44 <= 0.8688231
PC85 <= -1.504104
-> class 2\|2 [0.787]
Rule 31/248: (9.5/2.1, lift 8.3)
PC1 <= -0.430681
PC3 <= -1.505151
PC8 > -3.393956
PC8 <= -1.929983
-> class 2\|2 [0.733]
Rule 31/249: (15.8/4.1, lift 8.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -0.5328313
PC16 > -1.963041
PC21 <= -0.1042888
PC71 <= -0.7803868
-> class 2\|2 [0.716]
Rule 31/250: (10.8/4.3, lift 6.6)
PC1 <= -0.430681
PC8 > 1.706811
PC12 > -1.251273
PC17 <= -0.7044799
-> class 2\|2 [0.586]
Rule 31/251: (953/489.1, lift 5.5)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > 0.05561064
PC8 <= 1.706811
PC44 <= 0.8688231
PC97 <= 1.36345
-> class 2\|2 [0.487]
Rule 31/252: (334.8/273.6, lift 2.1)
PC1 <= -0.430681
PC5 > 0.1779436
PC8 <= -1.929983
PC29 > 0.1373094
-> class 2\|2 [0.185]
Rule 31/253: (66.5, lift 9.1)
PC8 <= -1.929983
PC12 > 4.993318
PC32 <= 1.947536
-> class 2\|3 [0.985]
Rule 31/254: (117.5/1, lift 9.0)
PC1 <= -0.430681
PC3 > -1.505151
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC9 <= 12.34091
PC33 > 0.3241459
PC100 > -3.1736
-> class 2\|3 [0.983]
Rule 31/255: (112.2/1, lift 9.0)
PC1 <= -0.430681
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC9 <= 12.34091
PC19 > -2.848473
PC32 <= 1.947536
PC46 <= -0.4817809
PC100 > -3.1736
-> class 2\|3 [0.982]
Rule 31/256: (51.8, lift 9.0)
PC1 <= -0.430681
PC8 <= -1.929983
PC36 <= 0.2752226
PC45 <= 0.06926441
PC53 > 1.260557
PC85 <= 0.6620975
-> class 2\|3 [0.981]
Rule 31/257: (37.3, lift 9.0)
PC1 <= -2.425225
PC8 > -3.393956
PC8 <= -1.929983
PC58 <= -0.6270184
-> class 2\|3 [0.975]
Rule 31/258: (75/1, lift 8.9)
PC1 <= -2.425225
PC3 > -1.505151
PC8 > -3.393956
PC8 <= -1.929983
PC19 > -2.848473
PC32 <= 1.947536
PC44 > 0.261892
PC62 > -0.4826386
PC100 > -3.1736
-> class 2\|3 [0.974]
Rule 31/259: (32.1, lift 8.9)
PC1 > -0.430681
PC1 <= -0.1603135
PC2 <= 2.5099
PC8 <= -0.2376927
PC18 > -0.2446704
PC27 <= 0.1304396
PC41 <= 0.9981751
-> class 2\|3 [0.969]
Rule 31/260: (30.2, lift 8.9)
PC2 <= 2.5099
PC3 > -1.505151
PC8 <= -1.929983
PC9 <= 12.34091
PC25 > 0.259551
PC32 <= 1.947536
PC62 > -0.4826386
-> class 2\|3 [0.969]
Rule 31/261: (28.6/0.6, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.05561064
PC97 > 1.36345
-> class 2\|3 [0.949]
Rule 31/262: (21.4/0.2, lift 8.7)
PC2 <= 2.5099
PC8 <= 0.05561064
PC28 > -0.1979612
PC46 > -0.1679086
PC60 > 0.04692408
PC60 <= 0.3489784
PC83 > -0.7477797
PC89 <= -0.3295882
-> class 2\|3 [0.948]
Rule 31/263: (317.1/16.7, lift 8.7)
PC8 <= -3.393956
PC19 > 0.463954
PC20 > -0.3000066
PC24 > -0.04191901
PC66 <= 0.1058068
PC85 <= 0.6620975
PC94 <= 0.5393641
-> class 2\|3 [0.944]
Rule 31/264: (8.8/0.2, lift 8.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.01609154
PC3 <= 0.3151459
PC16 > 0.8572028
-> class 2\|3 [0.885]
Rule 31/265: (53.2/16.1, lift 6.3)
PC1 > -0.1603135
PC1 <= 7.923121
PC3 <= -0.01609154
PC4 <= 0.6762495
PC8 > -3.76792
PC8 <= -0.5328313
PC11 <= 5.393445
PC58 > -0.4834135
-> class 2\|3 [0.691]
Rule 31/266: (1266.8/608.2, lift 4.8)
PC2 <= 2.5099
PC8 <= -3.76792
-> class 2\|3 [0.520]
Rule 31/267: (184.2/94.4, lift 4.5)
PC1 > -0.1603135
PC2 <= 2.5099
PC9 <= -0.4087924
PC16 > -1.963041
PC16 <= 0.8572028
PC19 > -1.326658
PC48 <= 0.6548464
-> class 2\|3 [0.487]
Rule 31/268: (11939/9768.9, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.182]
Rule 31/269: (102.5/0.6, lift 23.1)
PC8 <= -3.393956
PC19 <= 0.463954
PC31 <= 1.336168
PC44 > 0.8599885
PC45 <= 0.06926441
PC46 <= 0.413817
PC94 <= 0.8244115
-> class 2\|4 [0.985]
Rule 31/270: (60.5, lift 23.1)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -1.929983
PC19 <= -2.848473
PC56 <= -0.06125976
-> class 2\|4 [0.984]
Rule 31/271: (121/1.1, lift 23.0)
PC1 <= -0.430681
PC8 <= -3.393956
PC46 <= 0.413817
PC51 > -0.1609714
PC85 > 0.6620975
-> class 2\|4 [0.983]
Rule 31/272: (54.1, lift 23.0)
PC1 <= -0.430681
PC8 <= -1.929983
PC19 <= -2.848473
PC31 > -0.02216431
-> class 2\|4 [0.982]
Rule 31/273: (74.1/0.4, lift 23.0)
PC8 <= -3.393956
PC12 > -0.5185459
PC19 <= 0.463954
PC36 <= 0.2752226
PC45 > 0.06926441
PC46 <= 0.413817
PC61 > 0.2316227
-> class 2\|4 [0.982]
Rule 31/274: (193.4/3.1, lift 22.9)
PC2 <= 2.5099
PC8 <= -3.393956
PC19 <= 0.463954
PC23 <= 2.4207
PC31 <= 1.336168
PC36 <= 0.2752226
PC45 <= 0.06926441
PC46 <= 0.413817
PC49 <= 0.1067075
PC53 <= 1.260557
PC85 <= 0.6620975
PC94 <= 0.8244115
-> class 2\|4 [0.979]
Rule 31/275: (39.3, lift 22.9)
PC1 > -0.1603135
PC2 <= 2.5099
PC8 <= -3.76792
PC89 <= -0.3981536
-> class 2\|4 [0.976]
Rule 31/276: (44.3/0.5, lift 22.7)
PC2 <= 2.5099
PC8 <= -1.929983
PC16 <= -0.1888265
PC20 <= -0.3000066
PC43 > -0.1371589
PC66 <= 0.1058068
-> class 2\|4 [0.968]
Rule 31/277: (38/0.4, lift 22.6)
PC1 <= -0.430681
PC8 <= -1.929983
PC16 <= -0.1888265
PC19 > 0.463954
PC43 > -0.1371589
PC66 > 0.1058068
-> class 2\|4 [0.965]
Rule 31/278: (26.2, lift 22.6)
PC1 <= -2.425225
PC5 > 0.1779436
PC8 > -3.393956
PC8 <= -1.929983
PC9 <= 12.34091
PC16 > -0.9938945
PC33 <= 0.3241459
PC62 <= -0.4826386
PC79 <= 0.004543865
-> class 2\|4 [0.964]
Rule 31/279: (114.8/4.1, lift 22.4)
PC1 <= -0.430681
PC8 <= -3.393956
PC16 <= -0.1888265
PC24 <= -0.04191901
PC43 > -0.1371589
-> class 2\|4 [0.956]
Rule 31/280: (20.4, lift 22.4)
PC1 > -0.430681
PC8 <= -3.76792
PC19 > -1.527043
PC35 <= -1.000107
-> class 2\|4 [0.955]
Rule 31/281: (17.9, lift 22.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 <= 0.1779436
PC8 <= -1.929983
PC32 <= 1.947536
PC45 > 0.4309001
-> class 2\|4 [0.950]
Rule 31/282: (9.6, lift 21.4)
PC1 > -0.430681
PC3 <= -0.01609154
PC4 <= 0.6762495
PC8 <= -0.5328313
PC11 <= 5.393445
PC24 > -0.1545882
PC58 <= -0.4834135
-> class 2\|4 [0.914]
Rule 31/283: (41.2/3.9, lift 20.8)
PC1 > -0.430681
PC1 <= -0.1603135
PC2 <= 2.5099
PC8 <= -0.2376927
PC27 > 0.1304396
PC45 > -0.2961768
-> class 2\|4 [0.886]
Rule 31/284: (13.7/1.4, lift 19.9)
PC1 <= -0.430681
PC6 > -0.5297391
PC8 > -1.929983
PC26 > 2.436941
PC60 > 0.3489784
-> class 2\|4 [0.848]
Rule 31/285: (4.1, lift 19.6)
PC1 <= -0.430681
PC6 > -0.5297391
PC19 <= -4.698012
-> class 2\|4 [0.836]
Rule 31/286: (43.7/6.7, lift 19.5)
PC1 <= -0.430681
PC8 <= -3.393956
PC19 > 0.463954
PC46 <= 0.413817
PC85 <= 0.6620975
PC94 > 0.5393641
-> class 2\|4 [0.832]
Rule 31/287: (86.6/15.7, lift 19.0)
PC5 <= 0.1779436
PC8 <= -1.947681
PC19 > -2.848473
PC85 > 0.7277512
-> class 2\|4 [0.811]
Rule 31/288: (51.6/11.3, lift 18.1)
PC1 > -0.1603135
PC2 <= 2.5099
PC8 <= -3.76792
PC19 > -1.527043
PC88 <= -0.1302425
-> class 2\|4 [0.771]
Rule 31/289: (22.5/6.5, lift 16.3)
PC1 <= -0.430681
PC8 > -1.947681
PC8 <= -1.929983
PC19 > -2.848473
-> class 2\|4 [0.695]
Default class: 2\|3
----- Trial 32: -----
Rules:
Rule 32/1: (103.7/0.7, lift 16.4)
PC2 <= 6.632227
PC13 <= 5.682852
PC18 > 2.052136
PC33 <= 3.156666
PC35 <= 0.5582652
PC80 <= -0.4806385
-> class 0\|0 [0.984]
Rule 32/2: (107.8/1.6, lift 16.3)
PC2 <= 6.632227
PC18 > 2.052136
PC33 <= 3.156666
PC35 <= 0.5582652
PC40 > -2.748798
PC87 <= 0.276884
PC92 <= -0.7213094
-> class 0\|0 [0.977]
Rule 32/3: (186.5/3.9, lift 16.3)
PC13 <= 5.682852
PC18 > 2.052136
PC19 <= 0.04222678
PC24 <= -2.807883
PC28 <= 2.92149
PC33 <= 3.156666
PC35 <= 0.5582652
-> class 0\|0 [0.974]
Rule 32/4: (36.8/0.3, lift 16.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.682852
PC18 > -0.4683644
PC18 <= 2.052136
PC29 <= 3.014236
PC40 > -2.748798
PC42 > -3.974739
PC46 > 0.3982618
PC71 <= 0.5660325
PC77 > -0.1469049
PC86 <= 0.6310671
PC98 > 0.2284441
-> class 0\|0 [0.967]
Rule 32/5: (28.5, lift 16.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC71 <= 0.5660325
PC78 > -0.1692409
PC83 <= -0.6756172
PC87 <= 0.04421415
-> class 0\|0 [0.966]
Rule 32/6: (18.6, lift 15.9)
PC10 <= -2.418985
PC14 <= -0.7352768
PC18 > -0.4683644
-> class 0\|0 [0.951]
Rule 32/7: (19.6/0.2, lift 15.8)
PC2 > 2.5099
PC13 <= 5.682852
PC18 > -0.4683644
PC20 > -4.604566
PC30 > -3.055781
PC77 > -0.1469049
PC86 <= 0.6310671
PC87 <= 0.04421415
PC98 <= -1.099657
-> class 0\|0 [0.944]
Rule 32/8: (12.1, lift 15.5)
PC13 > 5.682852
PC13 <= 12.537
PC18 > 2.798275
PC31 > 0.1783828
PC94 <= 1.731238
-> class 0\|0 [0.929]
Rule 32/9: (38.1/2.3, lift 15.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.682852
PC18 > -0.4683644
PC18 <= 2.052136
PC23 <= -0.2210618
PC46 <= 0.3982618
PC51 <= 0.8631293
PC71 <= 0.5660325
PC77 > -0.1469049
PC78 > -0.1692409
PC86 <= 0.6310671
PC87 <= 0.04421415
PC90 > -1.669108
-> class 0\|0 [0.917]
Rule 32/10: (33.7/2.6, lift 15.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.4683644
PC18 <= 2.052136
-> class 0\|0 [0.898]
Rule 32/11: (15/1.4, lift 14.4)
PC2 > 2.5099
PC14 > -0.7352768
PC18 > -0.4683644
PC44 > 2.092405
PC71 <= 0.5660325
PC72 > -2.772385
PC77 > -0.1469049
PC86 <= 4.257531
-> class 0\|0 [0.860]
Rule 32/12: (3.9, lift 13.8)
PC13 > 5.682852
PC18 > 2.798275
PC37 <= -0.4131722
PC42 > -3.974739
-> class 0\|0 [0.829]
Rule 32/13: (14.1/3.5, lift 12.0)
PC13 > 5.682852
PC13 <= 12.537
PC18 > 2.798275
PC94 <= 1.731238
PC100 > 0.9986106
-> class 0\|0 [0.721]
Rule 32/14: (1489.3/617.9, lift 9.8)
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC20 > -4.604566
PC28 <= 2.92149
-> class 0\|0 [0.585]
Rule 32/15: (74.8, lift 11.8)
PC2 > 2.5099
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC35 > 0.5582652
-> class 0\|1 [0.987]
Rule 32/16: (97.4/0.4, lift 11.8)
PC14 > -0.7352768
PC18 > 2.052136
PC24 > -2.807883
PC29 > -1.16093
PC32 <= 0.576799
PC48 <= 0.4995662
PC68 <= 1.184043
PC80 > -0.4806385
PC87 > 0.276884
-> class 0\|1 [0.986]
Rule 32/17: (65.8, lift 11.8)
PC2 > 2.5099
PC2 <= 6.632227
PC3 <= 1.640775
PC7 > 0.7107105
PC14 > -0.7352768
PC17 > 0.3553725
PC18 > -0.4683644
PC18 <= 2.761912
PC96 <= 1.044323
-> class 0\|1 [0.985]
Rule 32/18: (66.5, lift 11.8)
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC18 <= 2.761912
PC24 > -2.807883
PC40 > 0.364882
PC48 <= 0.4140876
PC80 > -0.4806385
PC92 > -0.7213094
-> class 0\|1 [0.985]
Rule 32/19: (61.2, lift 11.8)
PC18 > 2.052136
PC28 <= 2.92149
PC29 > -2.469304
PC40 > -2.748798
PC48 <= 0.4140876
PC55 <= -0.4932779
-> class 0\|1 [0.984]
Rule 32/20: (154.6/2.3, lift 11.7)
PC2 > 2.5099
PC3 <= -0.8029051
PC11 <= 0.04281108
PC13 <= 5.682852
PC14 > -0.7352768
PC17 > 0.3553725
PC24 > -2.807883
PC32 > -0.7586462
PC36 <= 2.526415
PC48 <= 0.4140876
PC76 > -0.2430445
PC80 > -0.4806385
PC96 <= 1.044323
PC97 > 0.1312201
-> class 0\|1 [0.979]
Rule 32/21: (173.5/3.3, lift 11.7)
PC2 > 6.632227
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC24 > -2.807883
PC33 <= 2.263268
PC40 > -2.748798
PC75 <= 0.240147
-> class 0\|1 [0.975]
Rule 32/22: (32.6, lift 11.6)
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC24 > -2.807883
PC40 > -2.748798
PC80 > 0.5679721
PC96 <= 1.044323
-> class 0\|1 [0.971]
Rule 32/23: (96.1/2.1, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7654072
PC15 > -0.5219083
PC18 <= -0.4683644
PC20 > -3.549603
PC25 <= 0.548264
PC99 > -0.04963158
-> class 0\|1 [0.969]
Rule 32/24: (28.3, lift 11.6)
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC24 > -2.807883
PC26 > 0.8562506
-> class 0\|1 [0.967]
Rule 32/25: (252.6/9.4, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC23 > -0.2210618
PC44 <= 2.092405
PC46 <= 0.3982618
PC51 <= 0.8631293
PC77 > -0.1469049
PC78 > -0.1692409
PC83 > -0.6756172
PC86 <= 0.6310671
PC90 > -1.669108
PC98 > -1.099657
-> class 0\|1 [0.959]
Rule 32/26: (79.7/2.8, lift 11.4)
PC13 > 5.682852
PC13 <= 12.537
PC18 > 2.798275
PC20 > -4.604566
PC31 <= 0.1783828
PC37 > -0.4131722
PC72 <= 0.7516389
PC94 <= 1.731238
PC100 <= 0.9986106
-> class 0\|1 [0.954]
Rule 32/27: (50.4/1.7, lift 11.3)
PC7 > -0.7654072
PC18 <= -0.4683644
PC70 <= 2.60459
PC77 <= 1.9801
PC78 > 2.786675
-> class 0\|1 [0.948]
Rule 32/28: (17.1, lift 11.4)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 2.798275
PC33 > 4.183145
PC86 <= 4.257531
-> class 0\|1 [0.948]
Rule 32/29: (15.5, lift 11.3)
PC2 > 2.5099
PC18 > 2.052136
PC19 > 0.04222678
PC24 <= -2.807883
PC30 > -3.055781
-> class 0\|1 [0.943]
Rule 32/30: (30.9/0.9, lift 11.3)
PC2 > 2.5099
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > 2.052136
PC33 > 3.156666
-> class 0\|1 [0.941]
Rule 32/31: (82.7/4.1, lift 11.3)
PC13 <= 5.682852
PC17 <= 0.3553725
PC18 > 2.052136
PC19 > -0.1887696
PC24 > -2.807883
PC62 <= 0.2575542
PC80 > -0.4806385
PC92 > -0.7213094
PC96 <= 1.044323
-> class 0\|1 [0.939]
Rule 32/32: (93.9/10.6, lift 10.5)
PC13 <= 5.682852
PC18 > 2.052136
PC20 > -4.604566
PC24 > -2.807883
PC48 <= 0.4140876
PC80 > -0.4806385
PC89 > 0.3894147
PC92 > -0.7213094
PC96 <= 1.044323
-> class 0\|1 [0.879]
Rule 32/33: (34.9/4.6, lift 10.2)
PC13 <= 5.682852
PC18 > 2.052136
PC24 > -2.807883
PC28 <= 2.92149
PC59 <= -1.972666
PC72 > -2.772385
PC80 > -0.4806385
PC87 <= 0.276884
-> class 0\|1 [0.848]
Rule 32/34: (16.3/2.8, lift 9.5)
PC4 <= 7.788401
PC10 <= -2.257987
PC14 > -1.034885
PC18 <= -0.4683644
PC20 > -3.808707
PC38 <= 1.509924
PC61 <= -0.5566529
-> class 0\|1 [0.794]
Rule 32/35: (1045.8/313.7, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.2633233
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC40 > -2.748798
PC72 > -2.772385
PC86 <= 4.257531
PC90 > -1.669108
-> class 0\|1 [0.700]
Rule 32/36: (44.7/15.7, lift 7.7)
PC7 > -0.7654072
PC10 <= -6.299334
PC18 <= -0.4683644
PC28 <= -0.05898223
-> class 0\|1 [0.642]
Rule 32/37: (49.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.682852
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC51 > 0.8631293
PC77 > -0.1469049
-> class 0\|2 [0.980]
Rule 32/38: (100.7/1.4, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -0.6377549
PC12 <= 0.4814967
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -1.065542
PC23 <= 2.706295
PC44 <= 0.7499931
PC72 <= 0.7176616
PC77 <= -0.1469049
PC81 > -1.36722
PC93 <= 0.3012548
-> class 0\|2 [0.976]
Rule 32/39: (28.8, lift 9.8)
PC18 > -0.4683644
PC20 > -4.604566
PC30 <= -3.055781
PC42 > -3.974739
-> class 0\|2 [0.965]
Rule 32/40: (24, lift 9.8)
PC14 > -0.7352768
PC18 > -0.4683644
PC18 <= 2.052136
PC29 > 3.014236
PC71 <= 0.5660325
-> class 0\|2 [0.958]
Rule 32/41: (20.4, lift 9.7)
PC2 > 2.5099
PC18 <= -0.4683644
PC20 > -3.808707
PC30 > -3.476227
PC37 > -0.791843
PC77 > -0.5651829
PC84 > 0.9022036
PC96 <= -0.6900658
-> class 0\|2 [0.955]
Rule 32/42: (12.3, lift 9.5)
PC10 <= -6.138355
PC20 <= -3.549603
-> class 0\|2 [0.930]
Rule 32/43: (13.8/1.4, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= 0.3790831
PC13 <= 5.682852
PC18 > -0.4683644
PC18 <= 2.052136
PC46 <= 0.3982618
PC77 > -0.1469049
PC78 <= -0.1692409
-> class 0\|2 [0.849]
Rule 32/44: (51.2/12.9, lift 7.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 5.682852
PC14 > -0.7352768
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC71 > 0.5660325
PC86 <= 4.257531
PC90 > -1.669108
-> class 0\|2 [0.738]
Rule 32/45: (7787.5/5830, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.251]
Rule 32/46: (158, lift 10.2)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -1.426588
PC28 > -0.6495039
PC31 > -0.2855957
PC34 > -2.321645
PC35 <= 0.5705621
PC36 <= 1.108155
PC70 <= 1.277294
PC71 <= 0.8202785
PC84 > -0.4426785
PC89 <= -0.2033928
PC90 > -1.145822
PC94 <= 0.5908191
-> class 0\|3 [0.994]
Rule 32/47: (141.1, lift 10.2)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -0.4683644
PC23 <= 1.277671
PC28 > -0.6495039
PC31 > -0.2855957
PC32 > -1.226106
PC34 > -2.321645
PC36 > -2.53652
PC58 <= 2.418762
PC61 > -0.5566529
PC71 <= 0.8202785
PC78 <= 2.786675
PC91 <= -0.8545242
PC98 <= 1.946721
-> class 0\|3 [0.993]
Rule 32/48: (105.6, lift 10.2)
PC2 > 2.5099
PC4 > -7.746524
PC4 <= 7.788401
PC34 <= -2.321645
PC42 > 1.946324
-> class 0\|3 [0.991]
Rule 32/49: (98.7, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > 0.4275739
PC18 <= -1.426588
PC34 > -2.321645
PC35 <= 0.5705621
PC55 <= 0.242568
PC61 > -0.5566529
PC62 <= 0.5901068
PC63 > -0.9425061
PC77 > -0.5651829
PC84 > -0.4426785
PC94 <= 0.5908191
-> class 0\|3 [0.990]
Rule 32/50: (160.4/0.9, lift 10.2)
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -1.426588
PC32 > -1.226106
PC32 <= 2.463673
PC35 > -0.7369241
PC35 <= 0.5705621
PC61 > -0.5566529
PC63 > -0.9425061
PC64 > 0.2972411
PC81 > -2.269559
PC84 > -0.4426785
PC96 > -0.5471123
-> class 0\|3 [0.988]
Rule 32/51: (78.8, lift 10.2)
PC2 > 6.49457
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -0.4683644
PC19 <= 0.1093912
PC31 > -0.2855957
PC32 > -1.226106
PC37 > -0.791843
PC55 <= 0.242568
PC63 > -0.9425061
PC80 > -0.02156022
PC94 <= 0.5908191
PC96 > -0.5471123
-> class 0\|3 [0.988]
Rule 32/52: (69.7, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC10 > -6.299334
PC18 <= -0.4683644
PC20 > -3.808707
PC37 <= -0.791843
PC50 <= -0.2652446
-> class 0\|3 [0.986]
Rule 32/53: (69.2, lift 10.1)
PC2 <= 6.49457
PC17 <= -1.180391
PC37 > -0.791843
PC43 > -0.6067616
PC61 > -0.5566529
PC62 <= 0.5901068
PC71 <= 0.8202785
PC77 > -0.5651829
PC77 <= -0.2646039
PC87 <= -0.02128934
PC94 <= 0.5908191
PC96 > -0.5471123
-> class 0\|3 [0.986]
Rule 32/54: (67.9, lift 10.1)
PC4 > -7.746524
PC18 <= -0.4683644
PC31 > -0.2855957
PC37 > -0.791843
PC47 <= 1.485106
PC55 <= 0.242568
PC61 > -0.5566529
PC69 > 1.42534
PC81 > -2.269559
PC95 <= 0.654845
-> class 0\|3 [0.986]
Rule 32/55: (172.1/1.7, lift 10.1)
PC4 <= 7.788401
PC7 > -0.7654072
PC18 <= -0.4683644
PC20 <= -3.808707
PC32 <= 2.463673
PC40 > -2.798079
PC78 <= 2.786675
PC98 <= 1.946721
-> class 0\|3 [0.985]
Rule 32/56: (100.9/0.6, lift 10.1)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC10 > -6.299334
PC18 <= -0.4683644
PC30 <= -3.476227
PC62 <= 0.8197925
-> class 0\|3 [0.985]
Rule 32/57: (69, lift 10.1)
PC7 > -0.1430541
PC16 > -1.322452
PC18 > -0.4683644
PC20 <= -4.604566
PC22 > -2.127141
-> class 0\|3 [0.985]
Rule 32/58: (146.3/1.3, lift 10.1)
PC3 <= 1.640775
PC4 <= 7.788401
PC7 > -0.5951345
PC14 > -1.034885
PC18 <= -0.4683644
PC19 <= 0.1093912
PC28 > -0.6495039
PC31 > -0.2855957
PC34 > -2.321645
PC35 <= 0.5705621
PC36 <= 1.108155
PC55 <= 0.242568
PC61 > -0.5566529
PC71 <= 0.8202785
PC80 <= -0.02156022
PC81 > -2.269559
PC84 > -0.4426785
PC96 > -0.5471123
-> class 0\|3 [0.984]
Rule 32/59: (129.8/1.3, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC7 > -0.7654072
PC18 <= -0.4683644
PC19 <= 0.1093912
PC32 > -1.226106
PC34 > -2.321645
PC35 > -0.7369241
PC37 > -0.791843
PC58 <= 2.418762
PC61 > -0.5566529
PC78 <= 2.786675
PC80 <= -0.2530528
PC81 > -2.269559
PC95 <= 0.654845
PC96 > -0.6900658
-> class 0\|3 [0.983]
Rule 32/60: (59.9/0.1, lift 10.1)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC18 <= -0.4683644
PC34 > -2.321645
PC55 <= 0.242568
PC69 <= -1.849558
PC81 > -2.269559
PC95 <= 0.654845
PC98 <= 1.946721
-> class 0\|3 [0.982]
Rule 32/61: (49.7, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -1.426588
PC32 > -1.226106
PC36 > -2.53652
PC55 <= 0.242568
PC61 > -0.5566529
PC71 <= 0.8202785
PC91 > 0.008337506
PC99 <= -0.3382671
-> class 0\|3 [0.981]
Rule 32/62: (149.5/2.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.788401
PC7 > -0.7654072
PC10 > -6.299334
PC14 <= -1.034885
PC18 <= -0.4683644
PC32 <= 2.463673
-> class 0\|3 [0.980]
Rule 32/63: (75.1/0.8, lift 10.0)
PC4 <= 7.788401
PC18 <= -0.4683644
PC34 <= -2.321645
PC61 > -0.5566529
PC96 <= -0.5581362
-> class 0\|3 [0.977]
Rule 32/64: (174.4/3.2, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC18 <= -0.4683644
PC27 > -0.879228
PC31 > -0.2855957
PC32 <= 2.463673
PC57 <= 2.155276
PC61 > -0.5566529
PC77 <= -0.5651829
PC98 <= 1.946721
-> class 0\|3 [0.976]
Rule 32/65: (60.4/0.6, lift 10.0)
PC3 <= 1.640775
PC7 <= 0.4275739
PC17 <= -1.180391
PC18 <= -0.4683644
PC28 > -0.6495039
PC37 > -0.791843
PC43 > -0.6067616
PC77 > -0.5651829
PC96 > -0.5471123
PC100 <= -0.3379843
-> class 0\|3 [0.975]
Rule 32/66: (100.7/1.8, lift 10.0)
PC2 > 2.5099
PC4 <= 7.788401
PC18 <= -0.4683644
PC32 <= 2.463673
PC61 <= -0.5566529
PC94 <= -0.7202388
-> class 0\|3 [0.973]
Rule 32/67: (111.3/2.2, lift 10.0)
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.5951345
PC18 <= -0.4683644
PC28 > -0.6495039
PC31 > -0.2855957
PC32 <= 2.463673
PC34 > 2.966754
PC80 > -0.2530528
-> class 0\|3 [0.972]
Rule 32/68: (93.6/1.8, lift 10.0)
PC2 > 2.5099
PC4 <= 7.788401
PC7 > -0.7654072
PC18 <= -0.4683644
PC40 <= -2.798079
-> class 0\|3 [0.971]
Rule 32/69: (30.1, lift 10.0)
PC2 > 2.5099
PC14 <= -0.7352768
PC18 > -0.4683644
PC20 > -4.604566
PC30 > -3.055781
PC37 <= -1.697799
-> class 0\|3 [0.969]
Rule 32/70: (114.6/2.8, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.7654072
PC18 <= -0.4683644
PC30 > -3.476227
PC32 <= 2.463673
PC35 > -0.7369241
PC61 > -0.5566529
PC77 > -0.5651829
PC78 <= 2.786675
PC92 <= -1.257257
PC98 <= 1.946721
-> class 0\|3 [0.968]
Rule 32/71: (167.8/4.5, lift 10.0)
PC4 > -7.746524
PC4 <= 6.992892
PC17 <= -1.180391
PC18 <= -1.426588
PC34 > -2.321645
PC35 <= 0.5705621
PC43 > -0.6067616
PC55 <= 0.242568
PC61 > -0.5566529
PC62 <= 0.5901068
PC78 <= 2.786675
PC80 > -0.2530528
PC87 > -0.02128934
PC91 <= 0.008337506
PC96 > -0.5471123
-> class 0\|3 [0.967]
Rule 32/72: (186.6/5.7, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.788401
PC7 > -0.7654072
PC18 <= -0.4683644
PC37 > -0.791843
PC58 <= 2.418762
PC61 > -0.5566529
PC84 <= 0.9022036
PC90 > -2.167571
PC96 <= -0.6900658
-> class 0\|3 [0.965]
Rule 32/73: (58.7/1.2, lift 9.9)
PC4 > -4.665043
PC13 > 5.682852
PC15 <= 0.4263259
PC16 > -0.5891629
PC18 > -0.4683644
PC18 <= 2.798275
PC30 > -3.055781
-> class 0\|3 [0.964]
Rule 32/74: (50.2/1.7, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC42 <= -3.974739
-> class 0\|3 [0.947]
Rule 32/75: (16.1, lift 9.7)
PC2 > 2.5099
PC4 <= 7.788401
PC18 <= -0.4683644
PC61 <= -0.5566529
PC78 <= 2.786675
PC92 <= -1.699752
PC98 <= 1.946721
-> class 0\|3 [0.945]
Rule 32/76: (94.7/4.7, lift 9.7)
PC7 <= -0.7654072
PC10 > -6.138355
PC18 <= -0.4683644
PC20 <= -3.549603
PC64 > -0.7585582
PC72 <= 0.8563412
-> class 0\|3 [0.941]
Rule 32/77: (12.5, lift 9.6)
PC18 <= -0.4683644
PC25 <= -0.2395288
PC32 <= 2.463673
PC35 > -0.7369241
PC55 <= 0.242568
PC61 > -0.5566529
PC77 > -0.5651829
PC95 > 0.654845
PC96 > -0.6900658
-> class 0\|3 [0.931]
Rule 32/78: (15.2/0.2, lift 9.5)
PC4 <= -7.746524
PC5 <= -0.4398479
PC7 > -0.7654072
PC18 <= -0.4683644
PC87 <= 0.02870315
-> class 0\|3 [0.928]
Rule 32/79: (33.1/1.7, lift 9.5)
PC13 > 5.682852
PC18 <= 2.798275
PC20 > -4.604566
PC31 > 0.2291937
-> class 0\|3 [0.923]
Rule 32/80: (54/3.4, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7654072
PC18 <= -0.4683644
PC77 > 1.9801
-> class 0\|3 [0.921]
Rule 32/81: (32.9/1.8, lift 9.5)
PC1 > -0.7666069
PC4 > 7.788401
PC10 > -6.299334
PC18 <= -0.4683644
PC91 <= -0.7402029
-> class 0\|3 [0.919]
Rule 32/82: (5.6, lift 8.9)
PC4 > 7.788401
PC10 > -6.299334
PC10 <= -6.272534
PC18 <= -0.4683644
-> class 0\|3 [0.868]
Rule 32/83: (33.1/5.6, lift 8.4)
PC2 > 2.5099
PC18 > -0.4683644
PC86 > 4.257531
-> class 0\|3 [0.813]
Rule 32/84: (15.2/4, lift 7.3)
PC4 > 7.788401
PC18 <= -0.4683644
PC43 <= -0.7239312
-> class 0\|3 [0.710]
Rule 32/85: (7.5/1.9, lift 7.2)
PC10 <= -6.299334
PC35 <= -0.4897763
-> class 0\|3 [0.698]
Rule 32/86: (150.9, lift 19.1)
PC1 > 22.9171
PC11 <= -1.574955
PC68 <= 0.9789073
PC80 <= 1.289073
-> class 1\|0 [0.993]
Rule 32/87: (95.9, lift 19.0)
PC2 > 2.5099
PC3 > 1.640775
PC26 <= -0.8409367
PC33 > -0.5413352
PC47 > -0.295758
PC86 <= 0.5552485
-> class 1\|0 [0.990]
Rule 32/88: (109.7/0.2, lift 19.0)
PC2 > 2.5099
PC16 <= -3.733657
PC19 <= 0.3388876
PC33 > -0.3692495
PC47 > -0.295758
PC57 > -0.7904734
PC77 <= 0.7041603
PC86 <= 0.5552485
-> class 1\|0 [0.989]
Rule 32/89: (57.8, lift 18.9)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC16 <= -0.8953013
PC55 <= -0.04362642
PC64 > 0.5381621
PC77 <= 0.7041603
PC92 <= 0.4971488
-> class 1\|0 [0.983]
Rule 32/90: (39.9, lift 18.7)
PC2 <= 2.5099
PC10 > -0.7280131
PC16 <= -1.706338
PC45 <= 0.3516258
PC55 <= -0.8633966
PC59 <= 0.2205826
PC96 > 0.1802931
-> class 1\|0 [0.976]
Rule 32/91: (41.9/0.5, lift 18.6)
PC1 > -0.430681
PC3 > 0.1229528
PC10 <= -0.2378602
PC15 <= -1.432336
PC16 <= 0.3594292
PC21 <= 0.9185746
-> class 1\|0 [0.967]
Rule 32/92: (23.8, lift 18.4)
PC2 <= 2.5099
PC5 <= 12.1829
PC9 > -0.8007467
PC16 <= -1.706338
PC59 > 0.2205826
PC76 > 0.6167469
-> class 1\|0 [0.961]
Rule 32/93: (422.8/19.5, lift 18.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 6.79025
PC5 <= 12.1829
PC9 > -0.8007467
PC10 <= 0.9532421
PC16 <= -1.706338
PC45 <= 0.3516258
PC55 > -0.8633966
PC59 > -0.7307306
PC59 <= 0.2205826
PC91 > -0.5109994
-> class 1\|0 [0.952]
Rule 32/94: (50.2/2.1, lift 18.0)
PC2 <= 2.5099
PC3 > 0.1229528
PC16 > -1.706338
PC48 > -10.14296
PC57 <= -1.258103
-> class 1\|0 [0.940]
Rule 32/95: (51/3.2, lift 17.7)
PC2 > 2.5099
PC3 > 1.640775
PC19 <= 0.3388876
PC47 > -0.295758
PC57 > -0.7904734
PC64 > 0.5381621
PC85 > -0.08570915
PC88 <= -0.1420319
PC92 > 0.1543675
PC92 <= 0.4971488
-> class 1\|0 [0.921]
Rule 32/96: (152.6/16.2, lift 17.1)
PC1 > -0.430681
PC10 > -0.7280131
PC15 <= -3.889724
PC16 <= -1.706338
-> class 1\|0 [0.889]
Rule 32/97: (93.4/12.9, lift 16.4)
PC1 > 3.587707
PC3 <= 0.1229528
PC11 <= 1.930692
PC16 > -1.706338
PC21 <= 0.9185746
PC82 <= 0.1671337
PC97 > -0.1302386
-> class 1\|0 [0.854]
Rule 32/98: (187.1, lift 17.1)
PC1 > -0.430681
PC9 > -0.8007467
PC16 <= -1.706338
PC17 <= 0.3987562
PC45 <= 0.3516258
PC55 <= -0.8633966
PC96 <= 0.1802931
-> class 1\|1 [0.995]
Rule 32/99: (178.9, lift 17.1)
PC2 <= 2.5099
PC5 <= 12.1829
PC15 > -3.889724
PC16 <= -1.706338
PC21 <= 0.9581011
PC59 > 0.2205826
PC76 <= 0.6167469
PC98 <= 0.3518604
-> class 1\|1 [0.994]
Rule 32/100: (83.7, lift 17.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -3.733657
PC16 <= -0.8953013
PC64 <= 0.5381621
-> class 1\|1 [0.988]
Rule 32/101: (73.7, lift 17.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -3.733657
PC16 <= -0.8953013
PC88 > -0.1420319
-> class 1\|1 [0.987]
Rule 32/102: (65, lift 16.9)
PC1 > -0.430681
PC1 <= 0.3755239
PC2 <= 2.5099
PC3 > 0.1229528
PC10 > -0.2378602
PC16 > -1.706338
PC16 <= 0.3594292
PC21 <= 0.9185746
-> class 1\|1 [0.985]
Rule 32/103: (62.9, lift 16.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC47 <= -0.295758
-> class 1\|1 [0.985]
Rule 32/104: (65.1, lift 16.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC86 > 0.5552485
-> class 1\|1 [0.985]
Rule 32/105: (61.9, lift 16.9)
PC1 > -0.430681
PC12 > 2.986485
PC16 > -1.706338
PC18 <= -0.4300101
-> class 1\|1 [0.984]
Rule 32/106: (61.2, lift 16.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -3.733657
PC16 <= -0.8953013
PC92 <= 0.1543675
-> class 1\|1 [0.983]
Rule 32/107: (51.8, lift 16.9)
PC5 > 12.1829
PC16 <= -1.706338
PC88 > -0.1014291
-> class 1\|1 [0.981]
Rule 32/108: (46.7/0.1, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC57 <= -0.7904734
-> class 1\|1 [0.977]
Rule 32/109: (41.5, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC19 > 0.3388876
-> class 1\|1 [0.977]
Rule 32/110: (39.8, lift 16.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -3.733657
PC16 <= -0.8953013
PC92 > 0.4971488
-> class 1\|1 [0.976]
Rule 32/111: (34.2, lift 16.7)
PC2 > 2.5099
PC8 <= -3.620445
PC16 <= -0.8953013
-> class 1\|1 [0.972]
Rule 32/112: (29.1, lift 16.7)
PC1 > -0.430681
PC1 <= 22.9171
PC10 > -0.2378602
PC15 <= -0.9165216
PC16 > -1.706338
PC16 <= 0.3594292
PC21 <= 0.9185746
-> class 1\|1 [0.968]
Rule 32/113: (27.2, lift 16.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC77 > 0.7041603
-> class 1\|1 [0.966]
Rule 32/114: (25.6, lift 16.6)
PC1 > 0.3755239
PC16 > -1.706338
PC16 <= 0.3594292
PC21 <= 0.9185746
PC82 <= -0.7648436
-> class 1\|1 [0.964]
Rule 32/115: (25.6, lift 16.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC33 <= -0.5413352
-> class 1\|1 [0.964]
Rule 32/116: (58.5/1.5, lift 16.5)
PC1 > 3.587707
PC1 <= 22.9171
PC3 <= 0.1229528
PC11 <= 1.930692
PC16 > -1.706338
PC21 <= 0.9185746
PC97 <= -0.1302386
-> class 1\|1 [0.959]
Rule 32/117: (41.1/0.9, lift 16.4)
PC1 > 22.9171
PC68 > 0.9789073
-> class 1\|1 [0.955]
Rule 32/118: (19, lift 16.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.9959877
PC22 > 0.5648835
-> class 1\|1 [0.952]
Rule 32/119: (17.9/0.1, lift 16.2)
PC1 > -0.430681
PC5 <= 12.1829
PC9 > -0.8007467
PC16 <= -1.706338
PC45 <= 0.3516258
PC91 <= -0.5109994
-> class 1\|1 [0.943]
Rule 32/120: (13.8, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8953013
PC16 <= 0.9959877
PC67 <= -0.1331788
-> class 1\|1 [0.937]
Rule 32/121: (65.3/3.6, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8953013
PC26 > -0.8409367
PC33 <= -0.3692495
-> class 1\|1 [0.932]
Rule 32/122: (58.6/5, lift 15.5)
PC1 > 22.9171
PC11 > -1.574955
PC16 > -1.706338
PC80 <= 1.289073
-> class 1\|1 [0.901]
Rule 32/123: (54.9/4.7, lift 15.5)
PC3 > 1.640775
PC16 <= -0.8953013
PC55 > -0.04362642
PC64 > 0.5381621
PC77 <= 0.7041603
PC85 <= -0.08570915
PC92 > 0.1543675
-> class 1\|1 [0.899]
Rule 32/124: (37/3.3, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC10 > -0.7280131
PC10 <= -0.2378602
PC12 > -1.782741
PC15 > -1.432336
PC16 <= 0.3594292
PC29 <= 0.1328122
PC65 <= 0.7167027
-> class 1\|1 [0.889]
Rule 32/125: (17.3/1.1, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC97 > 1.422791
-> class 1\|1 [0.889]
Rule 32/126: (6.4, lift 15.0)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7280131
PC12 > -1.782741
PC16 <= 0.3594292
PC18 <= 0.1465015
PC25 <= 0.4235138
PC71 > 0.8096841
-> class 1\|1 [0.874]
Rule 32/127: (5.3, lift 14.8)
PC2 <= 2.5099
PC3 > 6.79025
PC5 <= 12.1829
PC16 <= -1.706338
PC59 <= 0.2205826
-> class 1\|1 [0.862]
Rule 32/128: (55.1/7.3, lift 14.7)
PC1 > -0.430681
PC5 <= 12.1829
PC9 > -0.8007467
PC16 <= -1.706338
PC55 > -0.8633966
PC59 <= -0.7307306
-> class 1\|1 [0.854]
Rule 32/129: (49.3/6.6, lift 14.7)
PC2 <= 2.5099
PC3 > 0.1229528
PC10 > -0.7280131
PC12 > -1.782741
PC16 > -1.706338
PC16 <= 0.3594292
PC65 <= 0.7167027
PC93 <= -0.7685601
-> class 1\|1 [0.852]
Rule 32/130: (69.2/10.8, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.8007467
PC10 > 0.9532421
PC16 <= -1.706338
PC59 <= 0.2205826
-> class 1\|1 [0.835]
Rule 32/131: (38.8/9, lift 13.0)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.8799006
PC16 <= 0.9959877
PC22 <= 0.5648835
-> class 1\|1 [0.756]
Rule 32/132: (30.3/10.5, lift 11.1)
PC1 > -0.430681
PC10 > -0.7280131
PC13 > 0.3785418
PC16 > -1.706338
PC21 > 0.9185746
-> class 1\|1 [0.645]
Rule 32/133: (22.4/9.9, lift 9.5)
PC2 <= 2.5099
PC3 > 0.6922847
PC16 > 0.3594292
PC76 <= -1.64967
-> class 1\|1 [0.553]
Rule 32/134: (4033.8/3769.4, lift 1.1)
PC8 <= -1.447058
-> class 1\|1 [0.066]
Rule 32/135: (187.1/0.1, lift 13.1)
PC1 > 1.807106
PC2 <= 2.5099
PC3 > 0.6922847
PC10 > -0.1077415
PC12 <= 2.986485
PC13 <= 0.04524448
PC16 > 0.3594292
PC57 > -1.258103
PC76 > -1.64967
-> class 1\|2 [0.994]
Rule 32/136: (120.8, lift 13.1)
PC8 <= -1.447058
PC10 <= -0.7280131
PC11 > 5.630533
PC12 <= -2.04151
PC19 <= -1.342918
PC100 <= 3.701552
-> class 1\|2 [0.992]
Rule 32/137: (70.8, lift 13.0)
PC3 > 0.6922847
PC13 <= 0.04524448
PC16 > 0.3594292
PC23 > -0.7354354
PC61 > 0.7707137
PC76 > -1.64967
-> class 1\|2 [0.986]
Rule 32/138: (25.1/0.2, lift 12.6)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > 8.750003
PC57 > -1.258103
-> class 1\|2 [0.955]
Rule 32/139: (13.4/0.2, lift 12.1)
PC3 > 0.1229528
PC10 > -0.7280131
PC13 > 0.04524448
PC16 > 0.3594292
PC21 <= 0.9185746
PC69 > 0.1563977
-> class 1\|2 [0.919]
Rule 32/140: (4546.3/3164.9, lift 4.0)
PC1 > -0.430681
PC10 > -0.7280131
-> class 1\|2 [0.304]
Rule 32/141: (115.9, lift 17.7)
PC1 > -0.430681
PC3 > 0.6922847
PC13 <= 0.04524448
PC14 > 0.6622578
PC23 > -0.7354354
PC61 <= 0.7707137
PC77 > -0.05441514
-> class 1\|3 [0.992]
Rule 32/142: (79.5, lift 17.6)
PC1 > -0.430681
PC1 <= 1.807106
PC2 <= 2.5099
PC3 > 0.1229528
PC14 <= 0.6622578
PC16 > 0.3594292
PC16 <= 8.750003
PC23 > -0.7354354
PC65 > 0.524493
-> class 1\|3 [0.988]
Rule 32/143: (77.1, lift 17.6)
PC1 > -0.430681
PC1 <= 1.807106
PC2 <= 2.5099
PC10 > -0.7280131
PC16 > 0.3594292
PC16 <= 8.750003
PC23 <= -0.7354354
PC71 <= 2.155598
PC77 > -0.05441514
-> class 1\|3 [0.987]
Rule 32/144: (60.2, lift 17.5)
PC2 > 2.5099
PC3 > 1.640775
PC6 > -4.626108
PC16 > 0.9959877
PC38 > 0.2026206
PC48 > 0.2118803
PC82 > -0.5865082
-> class 1\|3 [0.984]
Rule 32/145: (62.1, lift 17.5)
PC1 > -0.430681
PC1 <= 1.807106
PC2 <= 2.5099
PC7 <= 1.475861
PC10 > -0.7280131
PC16 > 0.3594292
PC16 <= 8.750003
PC21 <= 0.9185746
PC37 <= -0.2261134
PC65 <= 0.524493
PC77 > -0.05441514
-> class 1\|3 [0.983]
Rule 32/146: (66.7/0.2, lift 17.5)
PC1 <= 1.807106
PC3 > 0.1229528
PC7 <= 1.475861
PC16 > 0.3594292
PC59 > -0.9765257
PC78 <= -0.5361045
PC83 <= -0.0640039
PC98 > -0.6198362
-> class 1\|3 [0.982]
Rule 32/147: (47.1, lift 17.5)
PC2 <= 2.5099
PC8 > -1.447058
PC10 <= -0.7280131
PC28 > -0.05297511
PC45 > -0.4195936
-> class 1\|3 [0.980]
Rule 32/148: (41.3, lift 17.4)
PC1 > -0.430681
PC1 <= 1.807106
PC2 <= 2.5099
PC16 > 0.3594292
PC21 <= 0.9185746
PC29 <= -0.1747262
PC77 > -0.05441514
-> class 1\|3 [0.977]
Rule 32/149: (34.1, lift 17.3)
PC1 > -0.430681
PC1 <= 1.807106
PC3 > 0.1229528
PC7 <= 1.475861
PC21 <= 0.9185746
PC77 > -0.05441514
PC80 <= -0.8133302
-> class 1\|3 [0.972]
Rule 32/150: (27.3, lift 17.2)
PC1 > -0.430681
PC1 <= 1.807106
PC2 <= 2.5099
PC7 <= 1.475861
PC16 > 0.3594292
PC71 <= 2.155598
PC77 > -0.05441514
PC92 > 0.398
-> class 1\|3 [0.966]
Rule 32/151: (138.9/5.7, lift 17.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.6922847
PC13 > 0.04524448
PC16 > 0.3594292
PC69 <= 0.1563977
-> class 1\|3 [0.953]
Rule 32/152: (17.4, lift 16.9)
PC1 > -0.430681
PC3 > 0.1229528
PC77 <= -0.05441514
PC80 <= -1.360059
-> class 1\|3 [0.949]
Rule 32/153: (37.3/2.3, lift 16.3)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC16 > 0.3594292
PC38 > 0.3549097
PC76 > -1.64967
-> class 1\|3 [0.916]
Rule 32/154: (9.2, lift 16.2)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7280131
PC10 <= -0.2378602
PC12 > -1.782741
PC16 > -1.706338
PC16 <= 0.3594292
PC29 > 0.1328122
-> class 1\|3 [0.911]
Rule 32/155: (44.7/3.4, lift 16.2)
PC1 > 1.807106
PC3 > 0.1229528
PC10 <= -0.1077415
PC16 > 0.3594292
PC77 > -0.05441514
-> class 1\|3 [0.906]
Rule 32/156: (49.5/5.6, lift 15.5)
PC1 > -0.430681
PC10 <= -0.7280131
PC12 > -2.04151
PC19 <= -1.342918
-> class 1\|3 [0.871]
Rule 32/157: (34.4/10.3, lift 12.3)
PC1 > -0.430681
PC1 <= 22.9171
PC3 > 0.1229528
PC12 <= -1.782741
PC16 > -1.706338
PC16 <= 0.3594292
PC21 <= 0.9185746
-> class 1\|3 [0.690]
Rule 32/158: (73.9/25.7, lift 11.6)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.1229528
PC16 > -1.706338
PC21 <= 0.9185746
PC65 > 0.7167027
-> class 1\|3 [0.648]
Rule 32/159: (195.3, lift 13.8)
PC8 > 1.189587
PC10 <= 0.04243436
PC19 <= -1.99447
PC28 <= 0.1391531
PC59 <= 0.311226
-> class 2\|0 [0.995]
Rule 32/160: (151, lift 13.8)
PC8 > -0.6680527
PC10 <= 0.04243436
PC11 > -0.7318318
PC12 > -1.819065
PC21 > 1.968873
-> class 2\|0 [0.993]
Rule 32/161: (254.3/0.9, lift 13.8)
PC8 > 4.472255
PC11 > -0.7318318
PC21 > -0.2469342
PC25 <= 0.2649227
PC28 <= 0.1391531
PC31 > -0.9754815
PC59 <= 0.311226
PC60 > -0.4509313
-> class 2\|0 [0.993]
Rule 32/162: (90.1/0.2, lift 13.7)
PC1 <= -0.430681
PC8 > 1.189587
PC10 <= 0.04243436
PC21 > -0.2469342
PC28 <= 0.1391531
PC60 > -0.4509313
PC98 > -0.5954019
PC98 <= -0.3080562
-> class 2\|0 [0.987]
Rule 32/163: (293.4/3.8, lift 13.7)
PC8 > 1.189587
PC10 <= 0.04243436
PC19 <= -0.6740111
PC21 > 0.1710798
PC22 <= 0.8098972
PC28 <= 0.1391531
PC59 <= 0.311226
PC60 > -0.4509313
PC98 > -0.5954019
PC99 > -0.6917363
-> class 2\|0 [0.984]
Rule 32/164: (226.5/3.5, lift 13.6)
PC8 > 1.189587
PC10 <= 0.04243436
PC11 > -0.7318318
PC12 > -1.819065
PC32 > 1.256245
PC60 > -0.4509313
-> class 2\|0 [0.980]
Rule 32/165: (48.4, lift 13.6)
PC1 > -0.430681
PC10 > -0.7280131
PC13 <= 0.3785418
PC16 > -1.706338
PC21 > 0.9185746
PC44 > -0.5680422
PC63 <= 0.03309365
-> class 2\|0 [0.980]
Rule 32/166: (85.5/1.9, lift 13.4)
PC2 <= 2.5099
PC8 > 1.189587
PC11 > -0.7318318
PC21 > -0.2469342
PC28 <= 0.1391531
PC59 <= 0.311226
PC62 <= -1.419673
-> class 2\|0 [0.966]
Rule 32/167: (14, lift 13.0)
PC1 <= -0.430681
PC2 > -1.242138
PC2 <= 2.5099
PC8 > -0.6680527
PC21 <= -0.2469342
-> class 2\|0 [0.937]
Rule 32/168: (13.1, lift 13.0)
PC1 > -0.430681
PC1 <= 3.587707
PC3 <= 0.1229528
PC8 > 0.07356091
PC10 > -0.7280131
PC16 > -1.706338
PC58 <= -0.08922733
-> class 2\|0 [0.934]
Rule 32/169: (47.3/2.6, lift 12.9)
PC1 <= -0.430681
PC8 > 1.189587
PC10 > 0.04243436
PC11 > -0.7318318
PC21 > -0.2469342
PC25 <= 0.2649227
PC28 <= 0.1391531
PC60 > -0.4509313
PC63 <= -0.2273516
PC98 > -0.5954019
-> class 2\|0 [0.926]
Rule 32/170: (126.2/9.9, lift 12.7)
PC2 <= 2.5099
PC8 > 1.189587
PC11 > -0.7318318
PC21 > -0.2469342
PC32 > 1.688222
-> class 2\|0 [0.915]
Rule 32/171: (120.9/18.3, lift 11.7)
PC1 <= -0.430681
PC8 > 1.189587
PC11 > -0.7318318
PC16 <= -0.3404065
PC20 <= 0.004934375
PC21 > -0.2469342
-> class 2\|0 [0.843]
Rule 32/172: (1364.8/830.6, lift 5.4)
PC2 <= 2.5099
PC8 > -1.447058
PC10 <= -0.7280131
-> class 2\|0 [0.392]
Rule 32/173: (123/0.2, lift 10.1)
PC1 <= -0.430681
PC8 > 0.710245
PC26 > -2.474381
PC34 > -0.4061304
PC35 <= -0.6653744
PC57 <= 0.0181126
-> class 2\|1 [0.991]
Rule 32/174: (98.1, lift 10.1)
PC1 <= -0.430681
PC8 > 1.189587
PC11 > -0.7318318
PC20 > 0.004934375
PC21 > -0.2469342
PC32 <= 1.688222
PC60 <= -0.4509313
-> class 2\|1 [0.990]
Rule 32/175: (82.4, lift 10.1)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 4.472255
PC10 <= 0.04243436
PC12 <= -1.819065
PC21 > -0.2469342
-> class 2\|1 [0.988]
Rule 32/176: (74.4, lift 10.1)
PC1 <= -0.430681
PC8 > 0.710245
PC8 <= 1.189587
PC12 > -2.143491
PC25 <= 0.2289002
PC57 <= 0.0181126
PC77 > -0.03658731
-> class 2\|1 [0.987]
Rule 32/177: (251.3/3.2, lift 10.0)
PC1 <= -0.430681
PC8 > 1.189587
PC11 > -0.7318318
PC16 > -0.3404065
PC21 > -0.2469342
PC32 <= 1.688222
PC46 > -1.47636
PC60 <= -0.4509313
-> class 2\|1 [0.984]
Rule 32/178: (75.6/0.2, lift 10.0)
PC1 <= -0.430681
PC8 > 1.189587
PC11 > -0.7318318
PC98 <= -0.5954019
-> class 2\|1 [0.984]
Rule 32/179: (54.6, lift 10.0)
PC1 > -0.430681
PC10 > -0.7280131
PC16 > -1.706338
PC21 > 0.9185746
PC44 > -0.5680422
PC59 > 0.08381922
PC63 > 0.03309365
-> class 2\|1 [0.982]
Rule 32/180: (52, lift 10.0)
PC1 <= -4.277799
PC8 > -0.6680527
PC8 <= 1.189587
PC57 > 0.0181126
-> class 2\|1 [0.981]
Rule 32/181: (45.6, lift 10.0)
PC1 <= -0.430681
PC8 > 1.189587
PC59 > 0.311226
PC60 > -0.4509313
-> class 2\|1 [0.979]
Rule 32/182: (209.2/3.7, lift 10.0)
PC7 > 0.4202121
PC8 > 1.189587
PC11 <= -0.7318318
PC20 > -0.1617082
PC21 > -0.2469342
PC51 <= 0.5668929
PC55 > -1.009927
PC96 <= 0.2551964
PC97 > -0.1748994
-> class 2\|1 [0.978]
Rule 32/183: (41.8, lift 10.0)
PC1 <= -0.430681
PC2 <= -1.242138
PC8 > 1.189587
PC21 <= -0.2469342
PC71 > 0.5110342
-> class 2\|1 [0.977]
Rule 32/184: (207.8/3.8, lift 10.0)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 4.472255
PC10 <= 0.04243436
PC19 > -0.6740111
PC21 > -0.2469342
PC21 <= 1.968873
PC32 <= 1.256245
PC98 > -0.3080562
-> class 2\|1 [0.977]
Rule 32/185: (72.3/0.8, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.76174
PC8 > -0.6680527
PC8 <= 1.189587
PC23 <= 0.9730203
PC44 <= 0.2794289
PC54 <= 0.06146915
PC57 > 0.0181126
PC62 > -1.318669
PC79 <= 0.08827119
-> class 2\|1 [0.975]
Rule 32/186: (100.1/1.6, lift 9.9)
PC1 <= -0.430681
PC8 > 1.189587
PC21 > -0.2469342
PC28 > 0.1391531
-> class 2\|1 [0.975]
Rule 32/187: (35.7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.627006
PC8 > -0.6628342
PC8 <= 0.710245
PC57 <= 0.0181126
-> class 2\|1 [0.973]
Rule 32/188: (33.3, lift 9.9)
PC1 <= -0.430681
PC8 > 0.710245
PC26 > -2.474381
PC57 <= 0.0181126
PC72 > 0.3773813
-> class 2\|1 [0.972]
Rule 32/189: (30.5, lift 9.9)
PC1 <= -0.430681
PC8 > 0.710245
PC8 <= 1.189587
PC57 <= 0.0181126
PC81 <= -0.223046
-> class 2\|1 [0.969]
Rule 32/190: (72/1.3, lift 9.9)
PC1 <= -0.430681
PC6 > -3.791219
PC8 > 1.189587
PC25 > 0.2649227
-> class 2\|1 [0.968]
Rule 32/191: (28.9, lift 9.9)
PC1 > 3.587707
PC1 <= 22.9171
PC2 <= -6.639774
PC10 > -0.7280131
-> class 2\|1 [0.968]
Rule 32/192: (28.2, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC34 > -0.4061304
PC46 > 1.739855
PC57 <= 0.0181126
PC77 <= -0.03174489
-> class 2\|1 [0.967]
Rule 32/193: (39.9/0.5, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.76174
PC8 > -0.6680527
PC8 <= 1.189587
PC18 > -0.1783379
PC23 <= 0.9730203
PC44 > 0.3619555
PC54 <= 0.06146915
PC57 > 0.0181126
PC63 > -0.01178659
-> class 2\|1 [0.964]
Rule 32/194: (76.5/1.9, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC18 > -0.1783379
PC23 <= 0.9730203
PC25 > 0.05229788
PC37 <= 1.138888
PC44 <= 0.2794289
PC54 <= 0.06146915
PC57 > 0.0181126
PC62 > -1.318669
-> class 2\|1 [0.963]
Rule 32/195: (277/10.3, lift 9.8)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 4.472255
PC10 > 0.04243436
PC11 > -0.7318318
PC21 > -0.2469342
PC62 > -1.419673
PC63 > -0.2273516
PC95 > -0.6550929
-> class 2\|1 [0.959]
Rule 32/196: (112.9/4.2, lift 9.7)
PC2 <= 2.5099
PC4 <= 0.3183724
PC8 > -0.05728229
PC8 <= 1.189587
PC26 > -2.474381
PC26 <= 1.378439
PC42 > -0.5205805
PC57 <= 0.0181126
PC59 > -0.2156793
PC73 > -0.373248
PC77 > -0.03174489
-> class 2\|1 [0.955]
Rule 32/197: (76.1/2.8, lift 9.7)
PC1 <= -0.430681
PC2 <= -1.242138
PC6 > -3.791219
PC8 > 1.189587
PC21 <= -0.2469342
PC60 > -0.4380224
-> class 2\|1 [0.952]
Rule 32/198: (34.8/0.9, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC57 <= 0.0181126
PC70 <= -0.9037994
-> class 2\|1 [0.948]
Rule 32/199: (218.6/10.8, lift 9.6)
PC1 <= -0.430681
PC2 <= -1.242138
PC6 > -3.791219
PC8 > 1.189587
PC11 > -0.162585
PC21 <= -0.2469342
PC42 > -0.8487884
PC86 <= 0.7695289
-> class 2\|1 [0.946]
Rule 32/200: (15.9, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC10 <= -0.2255724
PC25 <= 0.05229788
PC44 <= 0.2794289
PC68 <= 0.5451707
-> class 2\|1 [0.944]
Rule 32/201: (17.4/0.1, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= 1.76174
PC8 > -0.6680527
PC8 <= 1.189587
PC25 <= 0.05229788
PC54 <= 0.06146915
PC57 > 0.0181126
PC68 > 0.5451707
-> class 2\|1 [0.943]
Rule 32/202: (17.1/0.1, lift 9.6)
PC1 <= -0.430681
PC8 > 4.472255
PC31 <= -0.9754815
-> class 2\|1 [0.941]
Rule 32/203: (92.8/5.2, lift 9.5)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 4.472255
PC10 <= 0.04243436
PC19 > -1.99447
PC21 <= 1.968873
PC32 <= 1.256245
PC98 > -0.3080562
PC99 <= -0.6917363
-> class 2\|1 [0.935]
Rule 32/204: (103.3/5.8, lift 9.5)
PC1 <= -0.430681
PC8 > 1.189587
PC11 > -0.7318318
PC19 > -1.99447
PC21 > -0.2469342
PC21 <= 0.1710798
PC32 <= 1.256245
PC98 > -0.3080562
PC99 > -0.6917363
-> class 2\|1 [0.935]
Rule 32/205: (140.7/10.3, lift 9.4)
PC1 <= -0.430681
PC8 > 1.189587
PC8 <= 4.472255
PC11 > -0.7318318
PC19 > -1.99447
PC22 > 0.8098972
PC98 > -0.3080562
-> class 2\|1 [0.921]
Rule 32/206: (9.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > 0.3183724
PC8 > -0.6680527
-> class 2\|1 [0.914]
Rule 32/207: (8, lift 9.2)
PC2 <= 2.5099
PC10 > -0.7280131
PC16 <= -1.706338
PC21 > 0.9581011
PC59 > 0.2205826
-> class 2\|1 [0.900]
Rule 32/208: (79.5/7.6, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -0.6198061
PC14 <= 2.76885
PC73 <= -1.358748
PC80 > -3.908811
-> class 2\|1 [0.894]
Rule 32/209: (12.7/0.9, lift 8.9)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC26 > -2.474381
PC37 <= 1.138888
PC77 <= -0.03174489
PC94 <= -1.244854
-> class 2\|1 [0.873]
Rule 32/210: (12.7/1.3, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= -0.6628342
-> class 2\|1 [0.845]
Rule 32/211: (33.8/5, lift 8.5)
PC2 <= -8.892819
PC8 <= -0.6680527
-> class 2\|1 [0.833]
Rule 32/212: (49.1/8.3, lift 8.3)
PC1 > -0.430681
PC1 <= 3.587707
PC3 <= 0.1229528
PC8 > 0.07356091
PC10 > -0.7280131
PC16 > -1.706338
PC21 <= 0.9185746
PC58 > -0.08922733
-> class 2\|1 [0.817]
Rule 32/213: (27.1/5.6, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.710245
PC26 > -2.474381
PC57 <= 0.0181126
PC59 <= -0.2156793
-> class 2\|1 [0.775]
Rule 32/214: (75.6, lift 10.7)
PC1 <= -0.430681
PC5 > -0.6301011
PC8 <= -0.6680527
PC14 > 2.76885
-> class 2\|2 [0.987]
Rule 32/215: (77.1, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6628342
PC8 <= 0.710245
PC34 > -0.4061304
PC59 > -0.2156793
PC70 > -0.9037994
PC73 <= -0.373248
PC77 > -0.03174489
-> class 2\|2 [0.987]
Rule 32/216: (72.1/0.7, lift 10.6)
PC1 > -0.430681
PC1 <= 3.587707
PC2 <= 2.5099
PC3 <= 0.1229528
PC8 <= 0.07356091
PC10 > -0.7280131
PC30 > -0.0103649
-> class 2\|2 [0.976]
Rule 32/217: (36.7, lift 10.6)
PC1 <= -1.697461
PC8 > -2.336766
PC8 <= -0.6680527
PC35 <= 0.7640054
PC73 > -1.358748
PC93 > 0.9245634
PC94 > -1.43073
PC99 > -1.581467
-> class 2\|2 [0.974]
Rule 32/218: (328.3/9, lift 10.5)
PC1 <= -0.430681
PC3 > -1.627006
PC4 <= 0.3183724
PC8 > -0.6680527
PC8 <= 0.710245
PC34 > -0.4061304
PC46 <= 1.739855
PC57 <= 0.0181126
PC59 > -0.2156793
PC70 > -0.9037994
PC77 <= -0.03174489
PC94 > -1.244854
-> class 2\|2 [0.970]
Rule 32/219: (62/1.1, lift 10.5)
PC1 > -4.277799
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC10 > -0.2255724
PC25 <= 0.05229788
PC36 <= 0.4659203
PC44 <= 0.3619555
PC57 > 0.0181126
PC62 > -1.318669
PC68 <= 0.5451707
PC79 > 0.08827119
-> class 2\|2 [0.968]
Rule 32/220: (27.8, lift 10.5)
PC1 <= -1.697461
PC8 > -2.336766
PC8 <= -0.6680527
PC35 <= 0.7640054
PC44 > 0.4365815
PC73 > 0.5762051
PC94 > -1.43073
-> class 2\|2 [0.966]
Rule 32/221: (70.1/1.6, lift 10.5)
PC1 <= -1.697461
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC27 > -0.1254007
PC41 > -1.214658
PC44 <= 0.4365815
PC59 > 0.1221633
-> class 2\|2 [0.965]
Rule 32/222: (247.1/12.8, lift 10.3)
PC1 <= -0.430681
PC2 > -8.892819
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC16 > -0.52775
PC27 > -0.6067339
PC57 <= -0.07664244
PC73 > -1.358748
PC74 > -1.516062
PC76 <= 0.6424678
-> class 2\|2 [0.945]
Rule 32/223: (50.3/2.1, lift 10.2)
PC1 > -0.430681
PC1 <= 22.9171
PC2 > -6.639774
PC2 <= 2.5099
PC3 <= 0.1229528
PC10 > -0.7280131
PC11 <= 1.930692
PC16 > -1.706338
PC21 <= 0.9185746
PC82 > 0.1671337
-> class 2\|2 [0.942]
Rule 32/224: (22.5/0.5, lift 10.2)
PC1 <= -0.430681
PC8 <= -0.6680527
PC73 <= -1.358748
PC80 <= -3.908811
-> class 2\|2 [0.941]
Rule 32/225: (62.7/3.1, lift 10.2)
PC1 <= -0.430681
PC8 > 0.710245
PC8 <= 1.189587
PC35 > -0.6653744
PC57 <= 0.0181126
PC72 <= 0.3773813
PC77 <= -0.03658731
PC81 > -0.223046
-> class 2\|2 [0.937]
Rule 32/226: (197.2/12.5, lift 10.1)
PC1 <= -0.430681
PC4 <= 0.3183724
PC8 > -0.6680527
PC8 <= 1.189587
PC12 <= -2.143491
PC25 <= 0.2289002
PC34 > -0.4061304
PC57 <= 0.0181126
-> class 2\|2 [0.932]
Rule 32/227: (55.9/3.8, lift 10.0)
PC1 > -4.277799
PC1 <= -0.430681
PC2 <= -3.573207
PC8 > -0.6680527
PC8 <= 1.189587
PC18 > -0.1783379
PC54 > 0.06146915
PC57 > 0.0181126
-> class 2\|2 [0.917]
Rule 32/228: (7.5, lift 9.7)
PC1 > -0.430681
PC1 <= 3.587707
PC2 <= 2.5099
PC3 <= 0.1229528
PC10 > -0.7280131
PC21 <= 0.9185746
PC48 > 0.4338203
-> class 2\|2 [0.895]
Rule 32/229: (70.8/7.1, lift 9.7)
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC73 > -1.358748
PC94 <= -1.43073
-> class 2\|2 [0.889]
Rule 32/230: (31.2/3, lift 9.6)
PC2 <= 2.5099
PC8 > -3.942627
PC8 <= -2.336766
PC10 > 0.6554425
PC36 > -0.3153746
PC43 <= -0.218724
PC45 <= 0.4344248
-> class 2\|2 [0.880]
Rule 32/231: (12/1.6, lift 8.9)
PC1 <= -0.430681
PC8 > 1.189587
PC11 <= -0.7318318
PC51 > 0.5668929
PC96 <= 0.2551964
-> class 2\|2 [0.817]
Rule 32/232: (14.3/2.2, lift 8.7)
PC1 > -1.697461
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC56 > 0.3467955
PC57 > -0.07664244
-> class 2\|2 [0.801]
Rule 32/233: (24.7/4.9, lift 8.5)
PC1 <= -0.430681
PC8 > -0.6680527
PC8 <= 1.189587
PC17 > -1.594029
PC26 <= -2.474381
PC57 <= 0.0181126
-> class 2\|2 [0.780]
Rule 32/234: (4895/3563.7, lift 3.0)
PC1 <= 22.9171
PC2 <= 2.5099
PC3 <= 0.1229528
PC10 > -0.7280131
PC16 > -1.706338
PC21 <= 0.9185746
-> class 2\|2 [0.272]
Rule 32/235: (133.2, lift 8.7)
PC1 <= -0.430681
PC8 <= -2.336766
PC9 <= 3.654455
PC21 <= 0.583823
PC44 <= 0.9023017
PC49 > 0.1028608
PC72 > -0.504717
-> class 2\|3 [0.993]
Rule 32/236: (132.4, lift 8.7)
PC1 <= -0.430681
PC8 <= -2.336766
PC9 <= 3.654455
PC43 > -0.218724
PC96 > 0.2911013
-> class 2\|3 [0.993]
Rule 32/237: (124.9, lift 8.7)
PC1 <= -1.697461
PC8 > -2.336766
PC8 <= -0.6680527
PC14 <= 2.76885
PC24 <= 1.019233
PC29 <= 0.2788967
PC32 > -3.011938
PC44 > 0.4365815
PC57 > -0.07664244
PC73 > -1.358748
PC73 <= 0.5762051
PC93 <= 0.9245634
-> class 2\|3 [0.992]
Rule 32/238: (92, lift 8.7)
PC2 <= 2.5099
PC8 > -3.942627
PC8 <= -2.336766
PC10 <= 0.6554425
PC34 <= -0.3234794
PC36 > -0.3153746
PC43 <= -0.218724
PC51 <= 0.6479242
PC73 > -1.358748
-> class 2\|3 [0.989]
Rule 32/239: (84, lift 8.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -2.987631
PC10 <= -0.7280131
PC19 > -1.342918
PC57 <= 0.02752472
PC79 > -0.3779111
-> class 2\|3 [0.988]
Rule 32/240: (67.8, lift 8.6)
PC1 <= -0.430681
PC8 > -2.336766
PC8 <= -0.6680527
PC9 > -3.518553
PC14 <= 2.76885
PC29 <= 0.2788967
PC32 > -3.011938
PC47 <= -0.779565
PC57 > -0.07664244
PC73 > -1.358748
PC95 <= 0.5518312
-> class 2\|3 [0.986]
Rule 32/241: (205/1.9, lift 8.6)
PC1 <= -0.430681
PC8 > -3.942627
PC8 <= -2.336766
PC10 <= 0.6554425
PC26 <= 2.616798
PC30 <= 0.1084321
PC36 > -0.3153746
PC43 <= -0.218724
PC45 <= 0.4344248
PC51 <= 0.6479242
PC58 <= 0.2115997
-> class 2\|3 [0.986]
Rule 32/242: (59.5, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.336766
PC9 <= 3.654455
PC21 <= 0.583823
PC43 > -0.218724
PC44 <= 0.9023017
PC46 > 0.1428598
PC46 <= 0.4031499
PC85 <= 0.8082542
PC97 > -0.3321526
-> class 2\|3 [0.984]
Rule 32/243: (53.2, lift 8.6)
PC1 > -0.430681
PC1 <= 3.587707
PC2 <= 2.5099
PC3 <= 0.1229528
PC8 <= 0.07356091
PC10 > -0.7280131
PC21 <= 0.9185746
PC30 <= -0.0103649
PC48 <= 0.4338203
PC67 > -0.404483
-> class 2\|3 [0.982]
Rule 32/244: (52.3, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.336766
PC36 <= -0.3153746
PC43 <= -0.218724
PC45 <= 0.4344248
PC74 <= 0.5601798
-> class 2\|3 [0.982]
Rule 32/245: (49.6, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC13 <= 0.5694682
PC57 > -0.07664244
PC64 > -0.3157029
PC73 > -1.358748
PC78 <= -0.3627467
PC94 > -1.43073
-> class 2\|3 [0.981]
Rule 32/246: (50.4/0.2, lift 8.6)
PC1 <= -1.697461
PC8 > -2.336766
PC8 <= -0.6680527
PC14 <= 2.76885
PC24 <= 1.019233
PC29 <= 0.2788967
PC32 > -3.011938
PC35 > 0.7640054
PC57 > -0.07664244
PC73 > -1.358748
-> class 2\|3 [0.978]
Rule 32/247: (42, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC45 > 0.3183786
PC47 > -0.779565
PC57 > -0.07664244
PC73 > -1.358748
PC93 <= 0.9245634
-> class 2\|3 [0.977]
Rule 32/248: (85.2/1.2, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.336766
PC22 <= -1.831763
PC43 > -0.218724
-> class 2\|3 [0.974]
Rule 32/249: (40.5/0.2, lift 8.5)
PC1 <= -1.697461
PC8 <= -0.6680527
PC14 <= 2.76885
PC57 > -0.07664244
PC73 > -1.358748
PC99 <= -1.581467
-> class 2\|3 [0.973]
Rule 32/250: (64.8/0.9, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.336766
PC14 <= 2.76885
PC35 <= -1.621486
PC43 > -0.218724
PC73 > -1.358748
-> class 2\|3 [0.972]
Rule 32/251: (29.4, lift 8.5)
PC10 <= -0.7280131
PC19 > 3.570007
PC57 <= 0.02752472
-> class 2\|3 [0.968]
Rule 32/252: (136.5/3.4, lift 8.5)
PC1 <= -0.430681
PC8 > -2.336766
PC8 <= -0.6680527
PC24 <= 1.019233
PC27 > -0.1254007
PC35 <= 0.7640054
PC47 > -0.779565
PC57 > -0.07664244
PC87 > 0.2721748
PC93 <= 0.9245634
PC96 > -0.2063042
-> class 2\|3 [0.968]
Rule 32/253: (105.4/2.6, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.336766
PC14 <= 2.76885
PC43 > -0.218724
PC72 <= -0.504717
PC73 > -1.358748
-> class 2\|3 [0.967]
Rule 32/254: (25.6, lift 8.4)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -2.987631
PC19 > -1.342918
PC20 > -0.09071907
-> class 2\|3 [0.964]
Rule 32/255: (112.3/3.4, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC14 <= 2.76885
PC74 > -1.516062
PC76 > 0.6424678
PC94 > -1.43073
-> class 2\|3 [0.961]
Rule 32/256: (42.9/0.9, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC9 <= 3.654455
PC44 > 0.9023017
PC99 <= -0.385896
-> class 2\|3 [0.957]
Rule 32/257: (19.5, lift 8.4)
PC2 <= 2.5099
PC10 <= -0.7280131
PC12 <= -2.04151
PC100 > 3.701552
-> class 2\|3 [0.954]
Rule 32/258: (276.1/11.7, lift 8.4)
PC1 > -1.697461
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC47 > -0.779565
PC56 <= 0.3467955
PC57 > -0.07664244
PC94 > -1.43073
-> class 2\|3 [0.954]
Rule 32/259: (332.6/15.7, lift 8.3)
PC2 <= 2.5099
PC8 <= -2.336766
PC9 <= 3.654455
PC10 > -1.099416
PC11 > -3.768848
PC11 <= 2.668048
PC18 <= 0.4699033
PC19 > -1.325214
PC21 <= 0.583823
PC27 > -0.3982558
PC39 > -0.7657357
PC43 > -0.218724
PC44 <= 0.9023017
PC46 <= 0.4031499
PC77 <= 1.034278
PC84 > -0.2683572
PC85 <= 0.8082542
PC98 > -0.3651268
-> class 2\|3 [0.950]
Rule 32/260: (153.3/7.4, lift 8.3)
PC1 <= -1.697461
PC8 <= -0.6680527
PC41 > -1.214658
PC44 <= 0.4365815
PC57 > -0.07664244
PC64 <= -0.3157029
PC87 <= 0.2721748
PC94 > -1.43073
-> class 2\|3 [0.946]
Rule 32/261: (38.7/1.2, lift 8.3)
PC1 <= -0.430681
PC8 > -2.336766
PC8 <= -2.050626
PC14 <= 2.76885
PC27 <= -0.1254007
PC35 <= 0.7640054
PC87 > 0.2721748
PC94 > -1.43073
-> class 2\|3 [0.946]
Rule 32/262: (16.2, lift 8.3)
PC1 > -0.430681
PC2 > -6.639774
PC3 <= 0.1229528
PC11 > 1.930692
PC21 <= 0.9185746
PC89 > 0.4860625
-> class 2\|3 [0.945]
Rule 32/263: (163.9/8.3, lift 8.3)
PC2 <= 2.5099
PC8 <= -3.942627
PC13 <= 0.5694682
PC36 > -0.3153746
PC43 <= -0.218724
PC51 <= 0.6479242
-> class 2\|3 [0.944]
Rule 32/264: (201.7/11.6, lift 8.2)
PC2 <= 2.5099
PC8 > -3.942627
PC8 <= -2.336766
PC10 <= 0.6554425
PC14 <= 2.76885
PC26 <= 2.616798
PC36 > -0.3153746
PC43 <= -0.218724
PC45 <= 0.4344248
PC51 <= 0.6479242
PC58 <= 0.2115997
PC84 > -0.2494107
-> class 2\|3 [0.938]
Rule 32/265: (18.7/0.4, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -3.791219
PC8 > 1.189587
-> class 2\|3 [0.934]
Rule 32/266: (12.8, lift 8.2)
PC1 <= -0.430681
PC2 > -3.573207
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC23 <= 0.9730203
PC37 <= 1.138888
PC54 > 0.06146915
PC57 > 0.0181126
-> class 2\|3 [0.932]
Rule 32/267: (18.1/0.4, lift 8.1)
PC1 > -1.960932
PC8 <= -0.6680527
PC9 > 3.654455
PC21 <= 0.583823
PC46 <= 0.4031499
PC72 > -0.504717
-> class 2\|3 [0.929]
Rule 32/268: (33.5/1.7, lift 8.1)
PC1 > -4.277799
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC18 <= -0.1783379
PC23 <= 0.9730203
PC57 > 0.0181126
-> class 2\|3 [0.925]
Rule 32/269: (11.2, lift 8.1)
PC2 <= 2.5099
PC8 <= -0.6680527
PC57 <= -0.07664244
PC73 > -1.358748
PC74 <= -1.516062
PC94 > -1.43073
-> class 2\|3 [0.924]
Rule 32/270: (67.5/5.1, lift 8.0)
PC2 <= 2.5099
PC8 <= -2.336766
PC14 <= 2.76885
PC18 > 0.4699033
PC43 > -0.218724
PC73 > -1.358748
-> class 2\|3 [0.912]
Rule 32/271: (43.9/4.1, lift 7.8)
PC1 <= -0.430681
PC8 <= -2.336766
PC43 > -0.218724
PC46 > 0.4031499
PC73 > -1.358748
-> class 2\|3 [0.890]
Rule 32/272: (23.1/2.2, lift 7.6)
PC1 <= -0.430681
PC6 > 1.76174
PC8 > -0.6680527
PC8 <= 1.189587
PC23 <= 0.9730203
PC37 <= 1.138888
PC57 > 0.0181126
-> class 2\|3 [0.873]
Rule 32/273: (68.4/9.7, lift 7.4)
PC1 > -4.277799
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC23 <= 0.9730203
PC44 > 0.3619555
PC54 <= 0.06146915
PC57 > 0.0181126
PC63 <= -0.01178659
-> class 2\|3 [0.848]
Rule 32/274: (4, lift 7.3)
PC5 <= -0.6301011
PC14 > 2.76885
-> class 2\|3 [0.834]
Rule 32/275: (64.8/11.2, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC14 <= 2.76885
PC16 <= -0.52775
PC57 <= -0.07664244
PC64 <= 0.04409203
PC73 > -1.358748
-> class 2\|3 [0.817]
Rule 32/276: (43.3/7.6, lift 7.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -0.6198061
PC8 <= -0.6680527
PC14 <= 2.76885
PC73 <= -1.358748
PC80 > -3.908811
-> class 2\|3 [0.809]
Rule 32/277: (165.8/34.1, lift 6.9)
PC2 <= 2.5099
PC3 > 0.1229528
PC3 <= 0.6922847
PC10 > -0.7280131
PC16 > 0.3594292
PC21 <= 0.9185746
-> class 2\|3 [0.791]
Rule 32/278: (49.9/11.8, lift 6.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.189587
PC23 <= 0.9730203
PC54 <= 0.06146915
PC57 > 0.0181126
PC62 <= -1.318669
-> class 2\|3 [0.753]
Rule 32/279: (115.7, lift 23.3)
PC2 > -8.892819
PC8 <= -2.336766
PC9 <= 3.654455
PC22 > -1.831763
PC46 <= 0.4031499
PC72 > -0.504717
PC73 > -1.358748
PC85 > 0.8082542
-> class 2\|4 [0.992]
Rule 32/280: (110/0.1, lift 23.3)
PC2 <= 2.5099
PC8 <= -2.336766
PC9 <= 3.654455
PC13 <= 0.5694682
PC18 <= 0.4699033
PC22 > -1.831763
PC35 > -1.621486
PC44 > 0.9023017
PC72 > -0.504717
PC96 <= 0.2911013
PC99 > -0.385896
-> class 2\|4 [0.990]
Rule 32/281: (82.3/0.2, lift 23.2)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -1.447058
PC10 <= -0.7280131
PC19 > -1.342918
PC20 <= -0.09071907
PC57 > 0.02752472
-> class 2\|4 [0.986]
Rule 32/282: (114.9/1, lift 23.1)
PC8 <= -2.336766
PC11 <= 2.668048
PC18 <= 0.4699033
PC21 > 0.583823
PC22 > -1.831763
PC35 > -1.621486
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
-> class 2\|4 [0.983]
Rule 32/283: (118.2/1.1, lift 23.1)
PC1 <= -1.960932
PC8 <= -2.336766
PC9 > 3.654455
PC11 <= 2.668048
PC21 <= 0.583823
PC22 > -1.831763
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
-> class 2\|4 [0.983]
Rule 32/284: (124.5/1.5, lift 23.0)
PC2 <= 2.5099
PC8 <= -0.6680527
PC10 <= -1.099416
PC13 <= 0.5694682
PC39 > -0.7657357
PC43 > -0.218724
PC72 > -0.504717
-> class 2\|4 [0.980]
Rule 32/285: (35, lift 22.8)
PC1 <= -0.430681
PC11 <= -3.768848
PC19 > -1.325214
PC22 > -1.831763
PC49 <= 0.1028608
PC96 <= 0.2911013
-> class 2\|4 [0.971]
Rule 32/286: (183/4.7, lift 22.8)
PC8 <= -2.336766
PC11 > 2.668048
PC18 <= 0.4699033
PC35 > -1.621486
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
PC73 > -1.358748
-> class 2\|4 [0.969]
Rule 32/287: (30.8, lift 22.7)
PC2 <= 2.5099
PC8 <= -2.336766
PC27 <= -0.3982558
PC35 > -1.621486
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
PC96 <= 0.2911013
-> class 2\|4 [0.967]
Rule 32/288: (25.5, lift 22.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.6680527
PC13 > 0.5694682
PC14 <= 2.76885
PC73 > -1.358748
-> class 2\|4 [0.964]
Rule 32/289: (162.4/6.2, lift 22.5)
PC2 > -8.892819
PC8 <= -2.336766
PC19 <= -1.325214
PC22 > -1.831763
PC35 > -1.621486
PC43 > -0.218724
PC46 <= 0.1428598
PC49 <= 0.1028608
PC72 > -0.504717
-> class 2\|4 [0.956]
Rule 32/290: (37.6/1.2, lift 22.2)
PC2 <= 2.5099
PC8 <= -2.336766
PC21 <= 0.583823
PC22 > -1.831763
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
PC96 <= 0.2911013
PC97 <= -0.3321526
-> class 2\|4 [0.945]
Rule 32/291: (15.8, lift 22.2)
PC1 > -0.430681
PC1 <= 3.587707
PC2 <= 2.5099
PC3 <= 0.1229528
PC21 <= 0.9185746
PC67 <= -0.404483
-> class 2\|4 [0.944]
Rule 32/292: (80.4/6.6, lift 21.3)
PC8 <= -2.336766
PC22 > -1.831763
PC35 > -1.621486
PC43 > -0.218724
PC46 <= 0.4031499
PC72 > -0.504717
PC77 > 1.034278
PC96 <= 0.2911013
-> class 2\|4 [0.908]
Rule 32/293: (102.3/8.7, lift 21.3)
PC1 > -0.430681
PC8 <= -1.447058
PC10 <= -0.7280131
PC19 > -1.342918
PC19 <= 3.570007
PC79 <= -0.3779111
-> class 2\|4 [0.907]
Rule 32/294: (16.5/0.7, lift 21.3)
PC1 <= -0.430681
PC8 <= -2.336766
PC43 <= -0.218724
PC51 > 0.6479242
PC73 > -1.358748
-> class 2\|4 [0.906]
Rule 32/295: (26.3/2, lift 21.0)
PC1 <= -0.430681
PC8 <= -2.336766
PC36 <= -0.3153746
PC43 <= -0.218724
PC74 > 0.5601798
-> class 2\|4 [0.894]
Rule 32/296: (94.2/10.4, lift 20.7)
PC8 <= -0.6680527
PC18 <= 0.4699033
PC35 > -1.621486
PC39 <= -0.7657357
PC43 > -0.218724
PC72 > -0.504717
PC73 > -1.358748
PC96 <= 0.2911013
PC97 > -0.3321526
-> class 2\|4 [0.881]
Rule 32/297: (6, lift 20.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -2.336766
PC43 <= -0.218724
PC45 > 0.4344248
-> class 2\|4 [0.875]
Rule 32/298: (34.6/6.9, lift 18.5)
PC1 <= -0.430681
PC8 > -2.336766
PC8 <= -0.6680527
PC14 <= 2.76885
PC29 <= 0.2788967
PC47 <= -0.779565
PC57 > -0.07664244
PC95 > 0.5518312
-> class 2\|4 [0.786]
Rule 32/299: (20.2/5.8, lift 16.3)
PC1 <= -0.430681
PC2 > -8.892819
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC14 <= 2.76885
PC24 > 1.019233
PC57 > -0.07664244
PC94 > -1.43073
-> class 2\|4 [0.696]
Rule 32/300: (15.8/6, lift 14.3)
PC2 <= 2.5099
PC8 <= -2.336766
PC19 > -1.325214
PC21 <= 0.583823
PC35 > -1.621486
PC39 > -0.7657357
PC43 > -0.218724
PC44 <= 0.9023017
PC84 <= -0.2683572
PC96 <= 0.2911013
-> class 2\|4 [0.609]
Rule 32/301: (49.8/22.9, lift 12.6)
PC1 <= -0.430681
PC2 > -8.892819
PC2 <= 2.5099
PC8 > -2.336766
PC8 <= -0.6680527
PC29 > 0.2788967
PC32 > -3.011938
PC57 > -0.07664244
PC73 > -1.358748
-> class 2\|4 [0.538]
Default class: 2\|2
----- Trial 33: -----
Rules:
Rule 33/1: (150.8, lift 17.1)
PC4 > -9.041733
PC11 > -0.06839994
PC14 > -0.4244162
PC14 <= 1.991589
PC16 > -1.222327
PC17 > 0.07838374
PC18 > 2.059208
PC30 <= 2.521789
PC31 > -0.2922627
PC46 <= 0.3180107
PC51 <= 0.451746
PC53 <= 1.174927
PC55 > -0.3570008
PC58 <= 0.8787203
PC69 <= 0.551266
PC76 <= 0.2747086
PC82 > -0.2663316
PC92 > -0.5737158
PC95 > -0.1164806
-> class 0\|0 [0.993]
Rule 33/2: (94.5, lift 17.0)
PC2 > 2.526915
PC16 > -1.222327
PC18 > 1.44517
PC24 <= -2.807883
PC51 <= 0.5366058
PC56 <= 1.480084
PC84 <= 0.7634224
PC91 > -1.106988
-> class 0\|0 [0.990]
Rule 33/3: (82.8, lift 17.0)
PC1 > -0.5330857
PC11 > -0.06839994
PC18 > 2.059208
PC22 > -0.3179235
PC30 <= 2.521789
PC51 <= 0.451746
PC92 > -0.5737158
-> class 0\|0 [0.988]
Rule 33/4: (76.1, lift 17.0)
PC17 > 0.07838374
PC18 > 1.44517
PC22 > -0.3179235
PC28 <= 3.478025
PC48 > 0.417758
PC51 <= 0.451746
PC52 > -6.51612
PC60 > -1.025194
PC75 > -1.24228
PC96 <= 0.6684543
-> class 0\|0 [0.987]
Rule 33/5: (83.3/0.2, lift 16.9)
PC4 > -9.041733
PC13 <= 7.236558
PC16 <= -1.383342
PC18 > 1.44517
PC22 > -0.3179235
PC28 <= 3.478025
PC30 <= 2.521789
-> class 0\|0 [0.986]
Rule 33/6: (69.5, lift 16.9)
PC2 > 2.526915
PC4 > -9.041733
PC16 > -1.222327
PC18 > -0.8495221
PC18 <= 5.253655
PC20 <= -2.802719
PC22 > -0.3179235
PC47 <= 4.410915
PC51 <= 0.5366058
-> class 0\|0 [0.986]
Rule 33/7: (68, lift 16.9)
PC2 > 2.526915
PC4 <= 10.44749
PC13 <= 7.236558
PC18 > 1.44517
PC52 > -6.51612
PC52 <= 2.76581
PC56 <= 1.480084
PC84 > 0.7634224
PC99 > -1.489295
-> class 0\|0 [0.986]
Rule 33/8: (66.4, lift 16.9)
PC4 > -9.041733
PC18 > 1.44517
PC18 <= 5.253655
PC22 > -0.3179235
PC28 <= 3.478025
PC30 <= 2.521789
PC51 <= 0.5366058
PC53 > 1.213422
PC56 <= 1.480084
PC84 <= 0.7634224
PC99 > -1.489295
-> class 0\|0 [0.985]
Rule 33/9: (58.9, lift 16.9)
PC2 > 2.526915
PC4 > -9.041733
PC18 > 1.44517
PC22 > -0.3179235
PC30 <= 2.521789
PC56 <= 1.480084
PC59 > -2.283471
PC74 <= -0.6799318
PC91 > -1.106988
PC99 > -0.4938342
-> class 0\|0 [0.984]
Rule 33/10: (78.6/0.3, lift 16.9)
PC4 > -9.041733
PC16 > -1.222327
PC18 > 1.44517
PC22 > -0.3179235
PC28 <= 3.478025
PC30 <= 2.521789
PC33 <= -1.408346
PC40 <= 2.541167
PC51 <= 0.451746
PC71 <= 0.3852735
PC96 <= 0.6684543
PC99 > -0.4938342
-> class 0\|0 [0.984]
Rule 33/11: (115.2/1.1, lift 16.9)
PC2 > 2.526915
PC4 > -9.041733
PC4 <= 10.44749
PC14 <= 0.2146856
PC18 > 1.44517
PC30 <= 2.521789
PC40 > 2.541167
PC47 <= 4.410915
PC52 <= 2.76581
-> class 0\|0 [0.982]
Rule 33/12: (57.9/0.3, lift 16.8)
PC2 > 2.526915
PC18 > 1.44517
PC22 > -0.3179235
PC30 <= 2.521789
PC51 <= 0.451746
PC61 <= -1.062824
PC75 > -1.24228
-> class 0\|0 [0.978]
Rule 33/13: (46.6/0.2, lift 16.8)
PC4 > -9.041733
PC4 <= 10.44749
PC13 <= 7.236558
PC18 > 1.44517
PC21 <= 0.6757784
PC56 <= 1.480084
PC59 > -2.283471
PC90 <= 3.016202
PC99 <= -1.489295
-> class 0\|0 [0.975]
Rule 33/14: (72.4/1.3, lift 16.7)
PC4 > -9.041733
PC18 > 1.44517
PC18 <= 5.253655
PC22 > -0.3179235
PC30 <= 2.521789
PC51 <= 0.5366058
PC56 <= 1.480084
PC57 <= -0.7748486
PC59 > -2.283471
PC75 > -1.24228
PC91 > -1.106988
PC99 > -0.4938342
-> class 0\|0 [0.970]
Rule 33/15: (97/2, lift 16.7)
PC13 <= 7.236558
PC18 > 1.44517
PC21 <= 0.6757784
PC22 > -0.3179235
PC32 > 0.9155498
PC40 <= 2.541167
PC52 <= 2.76581
PC56 <= 1.480084
-> class 0\|0 [0.969]
Rule 33/16: (18.7, lift 16.4)
PC4 <= 10.44749
PC13 <= 7.236558
PC18 > 1.44517
PC21 <= 0.6757784
PC30 > 2.521789
PC54 <= 2.465308
PC69 > 0.9084903
PC90 <= 3.016202
-> class 0\|0 [0.952]
Rule 33/17: (59.5/2.8, lift 16.1)
PC2 > 2.526915
PC3 > -1.702317
PC3 <= 1.640775
PC18 > -0.8495221
PC18 <= 1.44517
PC27 > 0.5554403
-> class 0\|0 [0.938]
Rule 33/18: (17.8/1.3, lift 15.2)
PC4 <= -9.041733
PC18 > 1.44517
PC47 > 0.8266706
PC56 <= 1.480084
-> class 0\|0 [0.884]
Rule 33/19: (23.3/2.7, lift 14.7)
PC2 > 2.526915
PC3 > -1.702317
PC3 <= 1.640775
PC18 > -0.8495221
PC18 <= 1.44517
PC64 > 1.273126
-> class 0\|0 [0.855]
Rule 33/20: (4.8, lift 14.7)
PC4 <= 10.44749
PC18 > 1.44517
PC22 <= -0.3179235
PC25 <= -1.050508
PC59 > -2.283471
-> class 0\|0 [0.854]
Rule 33/21: (9.2/0.7, lift 14.6)
PC2 > 2.526915
PC13 <= 7.236558
PC14 > 2.64564
-> class 0\|0 [0.848]
Rule 33/22: (5.8/0.3, lift 14.3)
PC2 > 2.526915
PC3 > -1.702317
PC3 <= 1.640775
PC18 > -0.8495221
PC64 <= 1.273126
PC69 > 0.9245949
-> class 0\|0 [0.834]
Rule 33/23: (7.3/1.3, lift 12.9)
PC13 <= 7.236558
PC18 > 1.44517
PC22 <= -0.3179235
PC49 <= -1.000884
PC52 > -6.51612
PC83 > -4.557264
-> class 0\|0 [0.752]
Rule 33/24: (268.2/129.1, lift 8.9)
PC18 > 1.44517
PC20 > 4.205393
PC52 > -6.51612
-> class 0\|0 [0.518]
Rule 33/25: (88.4, lift 12.0)
PC2 > 2.526915
PC3 <= -1.702317
PC9 > -0.015689
PC11 > -0.06531438
PC17 > -1.134144
PC18 > -0.8495221
PC18 <= 1.44517
PC22 > -0.08471563
-> class 0\|1 [0.989]
Rule 33/26: (74.8, lift 12.0)
PC2 > 2.526915
PC9 > -0.015689
PC17 > -1.134144
PC18 > -0.8495221
PC18 <= 1.108336
PC22 <= -0.08471563
PC60 <= -0.4183349
-> class 0\|1 [0.987]
Rule 33/27: (73.2, lift 12.0)
PC2 > 2.526915
PC13 <= 7.236558
PC16 > -1.383342
PC17 <= 0.07838374
PC18 > 1.44517
PC24 > -2.807883
PC32 <= 0.9155498
PC33 > -1.408346
PC51 <= 0.5366058
PC54 <= 2.465308
PC59 > -2.283471
PC74 > -0.6799318
-> class 0\|1 [0.987]
Rule 33/28: (64.1, lift 12.0)
PC18 > 1.44517
PC51 > 0.451746
PC51 <= 0.5366058
PC53 <= 1.213422
PC57 > -0.7748486
PC59 > -2.283471
PC99 > -1.489295
-> class 0\|1 [0.985]
Rule 33/29: (61.7, lift 12.0)
PC2 > 2.526915
PC4 <= 10.44749
PC18 > 1.44517
PC47 <= 4.410915
PC54 <= 2.465308
PC56 > 1.480084
PC59 > -2.283471
-> class 0\|1 [0.984]
Rule 33/30: (57.6, lift 12.0)
PC3 <= -1.702317
PC10 <= -3.705888
PC16 <= 0.320115
PC18 > -0.8495221
PC18 <= 1.44517
-> class 0\|1 [0.983]
Rule 33/31: (56.8, lift 12.0)
PC2 > 2.526915
PC4 <= 10.44749
PC18 > 1.44517
PC31 <= -0.2922627
PC32 <= 0.9155498
PC54 <= 2.465308
PC74 > -0.6799318
-> class 0\|1 [0.983]
Rule 33/32: (59.6/0.2, lift 11.9)
PC2 > 2.526915
PC3 <= 1.640775
PC14 <= -0.4244162
PC18 > -0.8495221
PC22 > -0.3179235
PC24 > -2.807883
PC33 > -1.408346
PC40 <= 2.541167
PC53 <= 1.213422
PC58 <= 0.8787203
PC59 > -2.283471
PC96 <= 0.6684543
PC99 > -0.4938342
-> class 0\|1 [0.981]
Rule 33/33: (128.6/1.9, lift 11.9)
PC2 > 2.526915
PC3 <= 1.640775
PC13 <= 7.236558
PC17 > 0.07838374
PC18 > -0.8495221
PC18 <= 2.059208
PC32 <= 0.9155498
PC48 <= 0.417758
PC52 <= 2.76581
PC57 > -0.7748486
PC74 > -0.6799318
PC91 > -1.106988
PC92 > -0.5737158
PC96 <= 0.6684543
PC99 > -0.4938342
-> class 0\|1 [0.978]
Rule 33/34: (39.2, lift 11.9)
PC2 > 2.526915
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.8495221
PC24 > -2.807883
PC33 > -1.408346
PC40 <= 2.541167
PC60 <= -1.025194
PC61 > -1.062824
PC74 > -0.6799318
PC91 > -1.106988
PC99 > -1.489295
-> class 0\|1 [0.976]
Rule 33/35: (62.3/0.6, lift 11.9)
PC1 <= -0.5330857
PC4 <= 10.44749
PC18 > 2.059208
PC24 > -2.807883
PC33 > -1.408346
PC40 <= 2.541167
PC48 <= 0.417758
PC52 <= 2.76581
PC57 > -0.7748486
PC59 > -2.283471
PC76 > 0.2747086
PC84 <= 0.7634224
-> class 0\|1 [0.976]
Rule 33/36: (38.2, lift 11.8)
PC1 <= -0.5330857
PC2 > 2.526915
PC13 <= 7.236558
PC17 > 0.07838374
PC18 > -0.8495221
PC30 <= 2.521789
PC33 > -1.408346
PC46 > 0.3180107
PC48 <= 0.417758
PC91 > -1.106988
PC96 <= 0.6684543
-> class 0\|1 [0.974]
Rule 33/37: (35.4, lift 11.8)
PC2 > 2.526915
PC4 <= 10.44749
PC13 <= 7.236558
PC16 > -1.383342
PC18 > 1.44517
PC28 <= 3.478025
PC30 <= 2.521789
PC32 <= 0.9155498
PC40 <= 2.541167
PC56 <= 1.480084
PC91 <= -1.106988
-> class 0\|1 [0.973]
Rule 33/38: (53.3/0.6, lift 11.8)
PC4 <= 10.44749
PC16 > -1.383342
PC18 > 1.44517
PC22 > -0.3179235
PC28 <= 3.478025
PC52 > 2.76581
PC54 <= 2.465308
PC59 > -2.283471
-> class 0\|1 [0.971]
Rule 33/39: (103.3/2.4, lift 11.8)
PC4 <= -9.041733
PC18 > 1.44517
PC42 <= 2.798876
PC47 <= 0.8266706
-> class 0\|1 [0.967]
Rule 33/40: (90.5/2.1, lift 11.7)
PC2 > 2.526915
PC3 <= 1.640775
PC11 <= -0.06839994
PC13 <= 7.236558
PC16 > -1.383342
PC18 > -0.8495221
PC20 > -2.802719
PC24 > -2.807883
PC30 <= 2.521789
PC32 <= 0.9155498
PC33 > -1.408346
PC40 <= 2.541167
PC53 <= 1.213422
PC57 > -0.7748486
PC84 <= 0.7634224
-> class 0\|1 [0.966]
Rule 33/41: (34/0.3, lift 11.7)
PC16 > -1.383342
PC16 <= -1.222327
PC18 > 1.44517
PC32 <= 0.9155498
PC40 <= 2.541167
PC57 > -0.7748486
-> class 0\|1 [0.964]
Rule 33/42: (24.9, lift 11.7)
PC2 > 2.526915
PC3 <= 1.640775
PC9 > -0.015689
PC17 > -1.134144
PC18 > -0.8495221
PC18 <= 1.44517
PC71 > 0.534832
-> class 0\|1 [0.963]
Rule 33/43: (69.8/1.7, lift 11.7)
PC13 <= 7.236558
PC16 > -1.383342
PC18 > 1.44517
PC30 <= 2.521789
PC42 <= 2.798876
PC51 > 0.5366058
PC52 <= 2.76581
PC54 <= 2.465308
PC59 > -2.283471
PC84 <= 0.7634224
-> class 0\|1 [0.963]
Rule 33/44: (136.5/4.4, lift 11.7)
PC18 > 1.44517
PC28 <= 3.478025
PC30 > 2.521789
PC47 <= 4.410915
PC59 > -2.283471
PC69 <= 0.9084903
-> class 0\|1 [0.961]
Rule 33/45: (144.8/4.9, lift 11.7)
PC2 > 2.526915
PC4 <= 10.44749
PC13 <= 7.236558
PC14 <= 2.64564
PC18 > 1.44517
PC20 <= 4.205393
PC22 <= -0.3179235
PC25 > -1.050508
PC42 <= 2.798876
PC47 <= 4.410915
PC49 > -1.000884
PC54 <= 1.277894
PC99 > -1.489295
-> class 0\|1 [0.960]
Rule 33/46: (23, lift 11.7)
PC2 > 2.526915
PC16 > -1.383342
PC18 > 1.44517
PC20 > -2.802719
PC30 <= 2.521789
PC32 <= 0.9155498
PC53 <= 1.213422
PC57 > -0.7748486
PC59 > -2.283471
PC84 <= 0.7634224
PC96 > 0.6684543
PC99 > -1.489295
-> class 0\|1 [0.960]
Rule 33/47: (23.6, lift 11.7)
PC10 <= -3.705888
PC18 > -0.8495221
PC18 <= 1.108336
PC21 > -0.5193602
PC22 <= -0.08471563
PC92 > -0.3773708
-> class 0\|1 [0.959]
Rule 33/48: (22.3, lift 11.7)
PC16 > -1.383342
PC18 > 5.253655
PC32 <= 0.9155498
PC59 > -2.283471
PC84 <= 0.7634224
PC99 > -0.4938342
-> class 0\|1 [0.959]
Rule 33/49: (59.4/1.6, lift 11.6)
PC2 > 2.526915
PC3 <= -1.702317
PC9 > -0.015689
PC11 > -0.06531438
PC17 > -1.134144
PC18 > -0.8495221
PC18 <= 1.44517
PC92 <= -0.3773708
-> class 0\|1 [0.958]
Rule 33/50: (79.1/3, lift 11.6)
PC1 <= -0.5330857
PC2 > 2.526915
PC11 > -0.06839994
PC18 > -0.8495221
PC22 > -0.3179235
PC24 > -2.807883
PC40 <= 2.541167
PC51 <= 0.5366058
PC57 > -0.7748486
PC58 > 0.8787203
PC59 > -2.283471
PC74 > -0.6799318
PC91 > -1.106988
PC92 > -0.5737158
PC96 <= 0.6684543
-> class 0\|1 [0.950]
Rule 33/51: (87.7/3.7, lift 11.5)
PC2 > 2.526915
PC13 <= 7.236558
PC18 > 1.44517
PC21 <= 0.6757784
PC32 <= 0.9155498
PC40 <= 2.541167
PC42 <= 2.798876
PC84 <= 0.7634224
PC91 > -1.106988
PC99 > -1.489295
PC99 <= -0.4938342
-> class 0\|1 [0.947]
Rule 33/52: (34.3/1.2, lift 11.4)
PC13 <= 7.236558
PC14 > 0.6028854
PC18 > 1.44517
PC59 <= -2.283471
PC60 > -0.654911
-> class 0\|1 [0.940]
Rule 33/53: (13.7, lift 11.4)
PC2 > 2.526915
PC13 <= 7.236558
PC14 > 0.2146856
PC16 > -1.383342
PC18 > 1.44517
PC40 > 2.541167
-> class 0\|1 [0.936]
Rule 33/54: (33.2/1.4, lift 11.3)
PC1 <= -0.5330857
PC4 <= 10.44749
PC16 > -1.383342
PC18 > 1.44517
PC20 > -2.802719
PC24 > -2.807883
PC30 <= 2.521789
PC32 <= 0.9155498
PC33 > -1.408346
PC51 <= 0.5366058
PC76 <= 0.2747086
PC82 <= -0.2663316
PC92 > -0.5737158
-> class 0\|1 [0.931]
Rule 33/55: (51.9/2.9, lift 11.3)
PC3 <= 1.640775
PC18 <= -0.8495221
PC31 <= 0.117333
PC54 <= 3.096431
PC57 > 0.2684259
PC78 > 1.730299
-> class 0\|1 [0.928]
Rule 33/56: (17.1/0.4, lift 11.3)
PC3 <= -1.702317
PC18 > -0.8495221
PC18 <= 1.44517
PC30 > 4.462632
-> class 0\|1 [0.926]
Rule 33/57: (46.6/2.7, lift 11.2)
PC2 > 2.526915
PC18 > 1.44517
PC24 > -2.807883
PC32 <= 0.9155498
PC33 > -1.408346
PC40 <= 2.541167
PC48 <= 0.417758
PC53 <= 1.213422
PC74 > -0.6799318
PC92 <= -0.5737158
PC99 > -1.489295
-> class 0\|1 [0.923]
Rule 33/58: (10.5, lift 11.2)
PC18 > -2.283772
PC18 <= -0.8495221
PC34 > 5.305574
PC54 <= 3.096431
PC78 <= 1.730299
-> class 0\|1 [0.920]
Rule 33/59: (28.7/1.7, lift 11.1)
PC2 > 2.526915
PC3 <= 1.640775
PC13 <= 1.643236
PC18 > -0.8495221
PC38 <= -3.402292
-> class 0\|1 [0.913]
Rule 33/60: (16.7/0.7, lift 11.0)
PC10 <= -3.705888
PC18 > -0.8495221
PC18 <= 1.44517
PC33 <= -3.694108
-> class 0\|1 [0.907]
Rule 33/61: (323.6/34.6, lift 10.8)
PC2 > 2.526915
PC3 > -1.702317
PC3 <= 1.640775
PC13 <= 1.643236
PC18 > -0.8495221
PC18 <= 1.44517
PC27 <= 0.5554403
PC28 <= 0.4374254
PC64 <= 1.273126
PC69 <= 0.9245949
-> class 0\|1 [0.891]
Rule 33/62: (42/4.1, lift 10.8)
PC2 > 2.526915
PC3 <= -1.702317
PC11 > -0.06531438
PC18 > -0.8495221
PC18 <= 1.44517
PC32 > 0.9455773
PC47 <= 4.410915
PC83 > -4.557264
-> class 0\|1 [0.884]
Rule 33/63: (6.3, lift 10.6)
PC1 <= -0.5330857
PC2 > 2.526915
PC13 <= 7.236558
PC18 > -0.8495221
PC24 > -2.807883
PC53 > 1.174927
PC53 <= 1.213422
-> class 0\|1 [0.876]
Rule 33/64: (36.2/4.3, lift 10.5)
PC2 > 2.526915
PC13 <= 7.236558
PC14 > 1.991589
PC18 > 1.44517
PC32 <= 0.9155498
PC74 > -0.6799318
-> class 0\|1 [0.861]
Rule 33/65: (49.5/9.8, lift 9.6)
PC13 > 7.236558
PC18 > 4.696475
PC29 > -0.4474091
-> class 0\|1 [0.790]
Rule 33/66: (51.4/13.7, lift 8.8)
PC13 > 7.236558
PC18 > 1.44517
PC47 <= 4.410915
PC81 <= -0.7361146
PC83 > -4.557264
PC100 > -0.8226014
-> class 0\|1 [0.725]
Rule 33/67: (49/14.3, lift 8.5)
PC3 <= 1.640775
PC15 <= 0.8242552
PC18 > -1.099312
PC18 <= -0.8495221
PC40 > -2.798079
PC54 <= 3.096431
PC66 <= -0.4409782
PC93 > -3.462427
-> class 0\|1 [0.700]
Rule 33/68: (89.5/27, lift 8.4)
PC2 > 2.526915
PC3 <= 1.640775
PC11 <= -0.06531438
PC13 <= 1.643236
PC18 > -0.8495221
PC18 <= 1.44517
PC83 > -4.557264
-> class 0\|1 [0.694]
Rule 33/69: (9.7/2.7, lift 8.4)
PC11 > -0.06531438
PC17 <= -1.134144
PC18 > -0.8495221
PC18 <= 1.44517
PC28 <= -2.593885
-> class 0\|1 [0.687]
Rule 33/70: (55, lift 9.3)
PC3 <= 1.640775
PC12 > -1.224417
PC18 > -2.283772
PC18 <= -0.8495221
PC28 <= -1.95313
PC40 > -2.798079
PC54 <= 3.096431
PC89 > -1.704174
-> class 0\|2 [0.982]
Rule 33/71: (42.7, lift 9.2)
PC4 > 10.44749
PC18 > 1.44517
PC47 <= 4.410915
-> class 0\|2 [0.978]
Rule 33/72: (30, lift 9.2)
PC18 > 1.44517
PC28 > 3.478025
PC47 <= 4.410915
-> class 0\|2 [0.969]
Rule 33/73: (34.6/0.4, lift 9.1)
PC14 <= -0.1605631
PC18 <= -2.283772
PC39 > -0.8562604
PC40 > -2.798079
PC51 > 0.6896967
PC97 > -0.6475182
-> class 0\|2 [0.962]
Rule 33/74: (7716.5/5607.7, lift 2.6)
PC2 > 2.526915
-> class 0\|2 [0.273]
Rule 33/75: (83.3, lift 11.1)
PC4 > -5.538404
PC18 > -2.283772
PC18 <= -1.099312
PC28 > -1.436036
PC31 > -0.1872706
PC37 <= 1.455464
PC56 <= -0.460952
PC61 > -0.5583106
PC67 <= 0.2148174
PC76 <= 1.155645
-> class 0\|3 [0.988]
Rule 33/76: (72.7, lift 11.1)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -5.538404
PC15 <= 0.8242552
PC18 <= -0.8495221
PC28 > -1.436036
PC30 <= 1.407807
PC31 > -0.1872706
PC37 <= 1.455464
PC61 > -0.5583106
PC72 > 0.5236768
-> class 0\|3 [0.987]
Rule 33/77: (67.2, lift 11.0)
PC3 <= 1.640775
PC15 <= 0.8242552
PC18 <= -0.8495221
PC40 <= -2.798079
-> class 0\|3 [0.986]
Rule 33/78: (155.2/1.4, lift 11.0)
PC3 <= 1.640775
PC17 <= 0.63545
PC18 <= -2.283772
PC26 <= 1.46661
PC28 <= 2.985367
PC33 <= 4.85177
PC58 > -1.938102
PC85 > 0.7538291
-> class 0\|3 [0.985]
Rule 33/79: (66.6, lift 11.0)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -5.538404
PC15 <= 0.8242552
PC18 > -2.283772
PC18 <= -1.099312
PC28 > -1.436036
PC30 <= 1.407807
PC61 > -0.5583106
PC96 <= -0.6828794
-> class 0\|3 [0.985]
Rule 33/80: (86.5/0.4, lift 11.0)
PC2 > 2.526915
PC3 <= 1.640775
PC15 <= 0.8242552
PC18 <= -1.099312
PC34 <= 5.305574
PC85 > 1.563878
PC93 > -3.462427
-> class 0\|3 [0.984]
Rule 33/81: (79.2/0.3, lift 11.0)
PC3 <= 1.640775
PC18 <= -0.8495221
PC54 > 3.096431
-> class 0\|3 [0.984]
Rule 33/82: (115.3/1, lift 11.0)
PC2 > 2.526915
PC3 <= 1.640775
PC15 <= 0.8242552
PC18 <= -2.283772
PC39 <= -0.8562604
PC44 <= 1.563007
PC78 <= 1.730299
-> class 0\|3 [0.983]
Rule 33/83: (237.3/3.4, lift 11.0)
PC5 > -0.9845681
PC15 <= 0.8242552
PC17 <= 0.63545
PC18 <= -2.283772
PC33 <= 4.85177
PC82 <= 4.516281
PC97 <= -0.6475182
-> class 0\|3 [0.982]
Rule 33/84: (186.4/2.6, lift 11.0)
PC3 <= 1.640775
PC4 > -8.287465
PC6 <= 0.115219
PC14 <= -0.1605631
PC15 <= 0.8242552
PC18 <= -2.283772
PC26 <= 1.46661
PC28 <= 2.985367
PC42 <= 1.276258
PC51 <= 0.6896967
PC58 > -1.250211
PC60 > -0.1330748
PC84 <= 0.1708149
PC90 > -0.7324599
PC97 <= 0.5539216
-> class 0\|3 [0.981]
Rule 33/85: (44, lift 11.0)
PC3 <= 1.640775
PC18 > -2.283772
PC18 <= -0.8495221
PC30 <= 1.407807
PC31 > -0.1872706
PC37 <= 1.455464
PC58 > -1.000462
PC60 > 0.477187
PC67 <= 0.2148174
PC96 > -0.6828794
-> class 0\|3 [0.978]
Rule 33/86: (39.4, lift 10.9)
PC4 > -5.538404
PC15 <= 0.8242552
PC18 > -2.283772
PC18 <= -1.099312
PC23 > -1.06591
PC25 > 0.3749295
PC37 <= 1.455464
PC61 > -0.5583106
-> class 0\|3 [0.976]
Rule 33/87: (56.6/0.5, lift 10.9)
PC3 <= 1.640775
PC4 > -5.538404
PC5 > -0.9845681
PC12 > -1.224417
PC15 <= 0.8242552
PC18 > -2.283772
PC18 <= -1.099312
PC28 > -1.95313
PC37 <= 1.455464
PC61 > -0.5583106
PC78 <= 1.730299
PC88 <= -0.9850007
PC93 > -3.462427
-> class 0\|3 [0.975]
Rule 33/88: (35.5, lift 10.9)
PC2 > 2.526915
PC3 <= 1.640775
PC9 > 0.5233031
PC18 <= -1.099312
PC31 > -0.1872706
PC67 <= 0.2148174
PC78 <= 1.730299
-> class 0\|3 [0.973]
Rule 33/89: (38.1/0.2, lift 10.9)
PC3 <= -1.702317
PC17 <= -1.134144
PC18 <= 1.44517
PC38 <= -1.254955
PC75 <= 0.1614507
-> class 0\|3 [0.971]
Rule 33/90: (30.3, lift 10.9)
PC2 > 2.526915
PC3 <= 1.640775
PC18 > -0.8495221
PC47 > 4.410915
-> class 0\|3 [0.969]
Rule 33/91: (28.4, lift 10.8)
PC18 <= -0.8495221
PC31 > 0.117333
PC78 > 1.730299
-> class 0\|3 [0.967]
Rule 33/92: (44.2/0.6, lift 10.8)
PC13 > 1.643236
PC18 > -0.8495221
PC18 <= 1.44517
PC57 > 0.9461671
PC83 > -4.557264
-> class 0\|3 [0.966]
Rule 33/93: (27, lift 10.8)
PC2 > 2.526915
PC3 <= 1.640775
PC12 <= -1.224417
PC18 > -2.283772
PC18 <= -1.099312
PC93 > -3.462427
-> class 0\|3 [0.964]
Rule 33/94: (30.3/0.2, lift 10.8)
PC3 <= 1.640775
PC18 <= -0.8495221
PC24 <= -2.228363
PC54 <= 3.096431
PC78 > 1.730299
-> class 0\|3 [0.962]
Rule 33/95: (68/1.6, lift 10.8)
PC1 > -0.7303921
PC3 <= 1.640775
PC4 <= 2.979501
PC13 > 1.643236
PC18 > -0.8495221
PC18 <= 1.44517
PC25 <= 1.320244
-> class 0\|3 [0.962]
Rule 33/96: (157.1/6.5, lift 10.7)
PC2 > 3.501853
PC3 <= 1.640775
PC5 > -0.9845681
PC17 <= 0.63545
PC18 <= -2.283772
PC26 <= 1.46661
PC28 <= 2.985367
PC33 <= 4.85177
PC44 <= 1.563007
PC56 > -5.290535
PC58 > -1.938102
PC78 <= 1.730299
PC83 <= 0.2050333
PC97 > 0.5539216
-> class 0\|3 [0.953]
Rule 33/97: (108.8/5, lift 10.6)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -5.538404
PC7 <= 1.404851
PC15 <= 0.8242552
PC18 > -2.283772
PC18 <= -0.8495221
PC23 <= -1.06591
PC28 > -1.95313
PC37 <= 1.455464
PC61 > -0.5583106
PC89 > -1.704174
-> class 0\|3 [0.946]
Rule 33/98: (277.2/16.1, lift 10.5)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -8.287465
PC14 > -0.1605631
PC15 <= 0.8242552
PC18 <= -2.283772
PC26 <= 1.46661
PC28 <= 2.985367
PC33 <= 4.85177
PC47 <= 0.6206993
PC56 > -5.290535
PC58 > -1.938102
PC90 > -0.7324599
PC97 > -0.6475182
PC97 <= 0.5539216
-> class 0\|3 [0.939]
Rule 33/99: (143.8/10.1, lift 10.4)
PC18 <= -0.8495221
PC31 > -0.1872706
PC58 <= -1.000462
PC61 > -0.5583106
PC64 > -0.4586444
PC72 <= 0.5236768
PC90 > -0.1752465
PC93 > -3.462427
-> class 0\|3 [0.924]
Rule 33/100: (86.7/6.5, lift 10.3)
PC15 <= 0.8242552
PC18 <= -2.283772
PC26 <= 1.46661
PC28 <= 2.985367
PC33 <= 4.85177
PC56 > -5.290535
PC80 <= 0.1064947
PC83 > 0.2050333
PC97 > -0.6475182
-> class 0\|3 [0.915]
Rule 33/101: (9.8, lift 10.2)
PC2 > 2.526915
PC14 > 1.2505
PC18 <= -1.099312
PC61 <= -0.5583106
-> class 0\|3 [0.911]
Rule 33/102: (7, lift 10.0)
PC15 > 0.8242552
PC18 <= -0.8495221
PC58 <= -2.998471
-> class 0\|3 [0.889]
Rule 33/103: (44.5/5.1, lift 9.7)
PC2 > 2.526915
PC18 > -0.8495221
PC83 <= -4.557264
-> class 0\|3 [0.868]
Rule 33/104: (54.7/7.6, lift 9.5)
PC2 > 2.526915
PC3 <= 1.640775
PC15 <= -0.7715343
PC18 > -1.099312
PC18 <= -0.8495221
PC93 > -3.462427
-> class 0\|3 [0.848]
Rule 33/105: (14.8/2.5, lift 8.9)
PC4 <= -5.538404
PC18 > -2.283772
PC18 <= -0.8495221
PC93 <= -1.162333
-> class 0\|3 [0.794]
Rule 33/106: (15.1/3.6, lift 8.2)
PC13 > 7.236558
PC18 > 1.44517
PC18 <= 4.696475
PC100 <= -0.8226014
-> class 0\|3 [0.731]
Rule 33/107: (11.8/4.7, lift 6.5)
PC2 > 1.619613
PC2 <= 2.526915
PC10 <= -0.7280131
-> class 0\|3 [0.583]
Rule 33/108: (158.1, lift 20.5)
PC2 <= 2.526915
PC4 > 0.2703157
PC6 <= -3.213379
PC11 <= -0.8052899
PC68 <= 1.082112
-> class 1\|0 [0.994]
Rule 33/109: (126.2, lift 20.5)
PC1 > -0.430681
PC14 <= -1.848327
PC94 <= -0.114962
-> class 1\|0 [0.992]
Rule 33/110: (101, lift 20.5)
PC10 <= 0.9532421
PC16 <= -2.299228
PC32 <= -1.777146
PC59 <= 0.2874227
PC91 > -0.5109994
-> class 1\|0 [0.990]
Rule 33/111: (181.9/1.4, lift 20.4)
PC2 > 2.526915
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC22 > 0.1221173
PC30 <= 0.2443703
PC33 > -0.545204
PC47 > -0.295758
PC65 > -0.1389549
PC71 <= 2.168019
PC77 <= 0.7041603
PC94 <= 0.03857326
-> class 1\|0 [0.987]
Rule 33/112: (51.8, lift 20.3)
PC1 > -0.430681
PC2 <= 2.526915
PC10 > -0.7280131
PC10 <= 0.9532421
PC16 <= -2.299228
PC38 <= -0.2998597
PC59 <= 0.2874227
-> class 1\|0 [0.981]
Rule 33/113: (59.4/0.1, lift 20.3)
PC1 > -0.430681
PC6 > -3.213379
PC10 > -0.7280131
PC48 > 0.639049
PC55 > 0.00226857
PC61 > -0.6122087
PC85 <= -0.5865818
-> class 1\|0 [0.981]
Rule 33/114: (46.3, lift 20.2)
PC2 <= 2.526915
PC7 > -6.094074
PC10 <= 0.9532421
PC16 <= -2.299228
PC59 <= 0.2874227
PC67 <= -0.08205013
PC98 > -0.0219018
-> class 1\|0 [0.979]
Rule 33/115: (45.5, lift 20.2)
PC1 > -0.430681
PC2 <= 2.526915
PC3 <= 0.8448048
PC6 > -3.213379
PC9 > -0.1466041
PC10 > -0.7280131
PC10 <= -0.3536676
PC90 > -0.3054193
-> class 1\|0 [0.979]
Rule 33/116: (295.4/6.6, lift 20.1)
PC1 > -0.430681
PC3 <= 6.79025
PC7 > -6.094074
PC10 <= 0.9532421
PC16 <= -2.299228
PC59 <= 0.2874227
PC91 > -0.5109994
PC98 <= -0.0219018
-> class 1\|0 [0.974]
Rule 33/117: (28.3, lift 20.0)
PC1 > -0.430681
PC2 <= 2.526915
PC3 <= 0.8448048
PC6 > -3.213379
PC9 > -0.1466041
PC14 > -1.848327
PC80 <= -0.6475458
PC90 > -0.3054193
-> class 1\|0 [0.967]
Rule 33/118: (10.7/0.7, lift 17.8)
PC1 > -0.430681
PC12 > 4.086701
PC59 > 0.2874227
-> class 1\|0 [0.863]
Rule 33/119: (5.1, lift 17.8)
PC2 <= 2.526915
PC3 > 0.8448048
PC16 > -2.299228
PC16 <= -2.221471
PC65 <= -0.04690123
-> class 1\|0 [0.859]
Rule 33/120: (77/10.9, lift 17.6)
PC3 > 1.640775
PC8 > -3.622398
PC22 > 0.1221173
PC36 > 0.3643291
PC54 <= 0.04245615
PC71 <= 2.168019
PC74 <= -1.278046
PC77 <= 0.7041603
PC97 <= -0.7073586
-> class 1\|0 [0.849]
Rule 33/121: (671.6/391.1, lift 8.6)
PC2 > 2.526915
PC3 > 1.640775
PC51 > -0.3034294
-> class 1\|0 [0.418]
Rule 33/122: (67.2, lift 18.7)
PC1 > -0.430681
PC2 <= 2.526915
PC6 <= -3.213379
PC10 > -0.7280131
PC11 > -0.8052899
PC12 <= 1.035265
PC16 > -2.299228
PC71 > -0.4344061
-> class 1\|1 [0.986]
Rule 33/123: (124.9/0.8, lift 18.7)
PC2 > 2.526915
PC3 > 1.640775
PC31 > -0.9369787
PC36 > -1.118384
PC51 > -0.2528453
PC65 <= -0.1389549
PC92 > -0.417605
-> class 1\|1 [0.986]
Rule 33/124: (95.4/0.4, lift 18.7)
PC2 > 2.526915
PC3 > 1.640775
PC30 > 0.2443703
PC31 > -0.9369787
PC36 <= 0.3643291
PC51 > -0.3034294
-> class 1\|1 [0.985]
Rule 33/125: (133.7/1.2, lift 18.7)
PC2 <= 2.526915
PC10 > -0.7280131
PC12 <= 4.086701
PC16 <= -2.299228
PC35 > -0.6341802
PC45 <= 0.2074099
PC59 > 0.2874227
-> class 1\|1 [0.984]
Rule 33/126: (87.4/0.4, lift 18.7)
PC2 > 2.526915
PC3 > 1.640775
PC30 > 0.2443703
PC51 > -0.3034294
PC97 > -0.7073586
-> class 1\|1 [0.984]
Rule 33/127: (57.9/0.2, lift 18.6)
PC2 > 2.526915
PC3 > 1.640775
PC30 > 0.2443703
PC51 > -0.3034294
PC54 > 0.04245615
-> class 1\|1 [0.980]
Rule 33/128: (45.1, lift 18.6)
PC3 > 0.8448048
PC14 > -1.848327
PC16 > -2.299228
PC48 > 0.639049
PC55 > 0.00226857
PC61 > -0.6122087
PC85 > -0.5865818
-> class 1\|1 [0.979]
Rule 33/129: (45.1, lift 18.6)
PC2 > 2.526915
PC3 > 1.640775
PC47 <= -0.295758
PC51 > -0.3034294
PC65 > -0.1389549
-> class 1\|1 [0.979]
Rule 33/130: (52.3/0.2, lift 18.5)
PC2 > 2.526915
PC3 > 1.640775
PC22 > 0.1221173
PC30 > 0.2443703
PC31 > -0.9369787
PC54 <= 0.04245615
PC64 > 0.02948394
PC74 > -1.278046
-> class 1\|1 [0.978]
Rule 33/131: (95.3/1.3, lift 18.5)
PC2 <= 2.526915
PC16 <= -2.299228
PC32 > -1.777146
PC38 > -0.2998597
PC67 > -0.08205013
PC98 > -0.0219018
-> class 1\|1 [0.977]
Rule 33/132: (40.9, lift 18.5)
PC2 > 2.526915
PC8 <= -3.622398
PC51 > -0.3034294
-> class 1\|1 [0.977]
Rule 33/133: (66.7/0.8, lift 18.5)
PC2 > 2.526915
PC3 > 1.640775
PC12 <= -0.05653552
PC22 <= 0.1221173
PC31 > -0.9369787
PC51 > -0.3034294
PC92 > -0.417605
-> class 1\|1 [0.974]
Rule 33/134: (36.3/0.2, lift 18.4)
PC1 > -0.430681
PC16 <= -2.299228
PC47 <= 2.656391
PC91 <= -0.5109994
-> class 1\|1 [0.970]
Rule 33/135: (30, lift 18.4)
PC2 > 2.526915
PC3 > 1.640775
PC12 <= -0.05653552
PC51 > -0.3034294
PC64 > 0.02948394
PC94 > 0.03857326
-> class 1\|1 [0.969]
Rule 33/136: (29.5, lift 18.4)
PC1 > -0.430681
PC2 <= 2.526915
PC6 <= -3.213379
PC68 > 1.082112
PC71 > -0.4344061
-> class 1\|1 [0.968]
Rule 33/137: (48.2/0.9, lift 18.2)
PC1 > -0.430681
PC2 <= 2.526915
PC4 <= 0.2703157
PC6 <= -3.213379
PC71 > -0.4344061
-> class 1\|1 [0.962]
Rule 33/138: (24.4, lift 18.2)
PC1 > -0.430681
PC6 > -3.213379
PC6 <= -1.250467
PC10 > -0.7280131
PC19 <= -1.233321
PC20 > -0.1739503
-> class 1\|1 [0.962]
Rule 33/139: (144.8/5.3, lift 18.2)
PC1 > -0.430681
PC2 <= 2.526915
PC3 <= 0.8448048
PC6 > -3.213379
PC8 <= 1.883082
PC9 > -0.1466041
PC10 > -0.3536676
PC14 > -1.848327
PC16 > -2.299228
PC19 > -1.233321
PC80 > -0.6475458
-> class 1\|1 [0.957]
Rule 33/140: (20.9, lift 18.1)
PC2 > 2.526915
PC3 > 1.640775
PC31 > -0.9369787
PC51 > -0.3034294
PC77 > 0.7041603
-> class 1\|1 [0.956]
Rule 33/141: (17.4, lift 18.0)
PC2 <= 2.526915
PC3 > 6.79025
PC7 > -6.094074
PC16 <= -2.299228
-> class 1\|1 [0.948]
Rule 33/142: (15.5, lift 17.9)
PC3 > 1.640775
PC6 <= -1.736889
PC15 > 0.4240936
PC50 <= -0.2541835
-> class 1\|1 [0.943]
Rule 33/143: (52.2/2.5, lift 17.7)
PC1 > -0.430681
PC6 > -3.213379
PC14 <= -1.848327
PC16 > -2.299228
PC94 > -0.114962
-> class 1\|1 [0.935]
Rule 33/144: (12.6, lift 17.7)
PC2 > 2.526915
PC3 > 1.640775
PC33 <= -0.545204
PC51 > -0.3034294
PC65 > -0.1389549
-> class 1\|1 [0.931]
Rule 33/145: (89.7/8.1, lift 17.1)
PC1 > -0.430681
PC2 <= 2.526915
PC10 > 0.9532421
PC16 <= -2.299228
PC47 <= 2.656391
-> class 1\|1 [0.901]
Rule 33/146: (17.5/1.6, lift 16.5)
PC3 > 1.640775
PC31 > -0.9369787
PC51 > -0.3034294
PC71 > 2.168019
-> class 1\|1 [0.869]
Rule 33/147: (5.5, lift 16.4)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.526915
PC8 > -0.2273773
PC82 > 0.4797282
-> class 1\|1 [0.867]
Rule 33/148: (4.9, lift 16.2)
PC1 > -0.430681
PC2 <= 2.526915
PC10 > -0.7280131
PC15 <= 3.872291
PC62 > 1.960348
-> class 1\|1 [0.855]
Rule 33/149: (45.3/11.4, lift 14.0)
PC2 <= 2.526915
PC3 > 0.8448048
PC15 <= 3.872291
PC16 > -2.221471
PC43 > -17.98464
PC44 > 0.255484
PC65 <= -0.04690123
PC93 <= 0.02735028
-> class 1\|1 [0.738]
Rule 33/150: (99, lift 11.9)
PC10 <= -0.7280131
PC14 > 2.040389
PC18 <= 0.1749518
PC19 <= -1.342918
PC50 <= -0.2956394
-> class 1\|2 [0.990]
Rule 33/151: (252/9, lift 11.6)
PC3 > 1.640775
PC6 <= -1.736889
PC15 > -1.472295
PC15 <= 0.4240936
PC51 <= -0.3034294
-> class 1\|2 [0.961]
Rule 33/152: (58.6/1.8, lift 11.5)
PC2 > 2.526915
PC3 > 1.640775
PC51 <= -0.2528453
PC65 <= -0.1389549
PC92 > -0.417605
-> class 1\|2 [0.954]
Rule 33/153: (3537.2/2023.7, lift 5.2)
PC1 > -0.430681
PC10 > -0.7280131
PC16 > -2.299228
-> class 1\|2 [0.428]
Rule 33/154: (5155.7/3848.4, lift 3.1)
PC1 > -0.430681
PC2 <= 2.526915
-> class 1\|2 [0.254]
Rule 33/155: (132.6/4.4, lift 13.6)
PC1 <= 1.128336
PC2 > 2.526915
PC3 > 1.640775
PC15 <= -1.472295
PC93 <= 0.7071595
-> class 1\|3 [0.960]
Rule 33/156: (428.2/17.5, lift 13.6)
PC2 <= 2.526915
PC3 > 0.8448048
PC4 > -1.636041
PC4 <= 0.8657938
PC9 <= 2.088192
PC10 > -0.7280131
PC13 > -0.2615881
PC16 > -2.299228
PC37 > -1.357719
PC39 <= 0.3692276
PC47 <= 0.714998
PC55 <= 0.3379085
PC65 > -0.04690123
PC90 <= 0.354212
-> class 1\|3 [0.957]
Rule 33/157: (22, lift 13.5)
PC1 > -0.430681
PC3 <= 0.8448048
PC6 > -1.250467
PC10 > -0.7280131
PC19 <= -1.233321
PC20 > -0.1739503
PC21 > -1.076034
PC29 <= -0.01767626
-> class 1\|3 [0.955]
Rule 33/158: (47.3/1.7, lift 13.4)
PC2 <= 2.526915
PC3 > 0.8448048
PC4 > -1.636041
PC16 > -2.299228
PC36 <= -0.03428107
PC46 <= 0.7284283
PC48 <= 0.639049
PC55 > 0.3379085
PC59 > -0.9783286
PC65 > -0.04690123
PC83 <= -0.0729147
-> class 1\|3 [0.946]
Rule 33/159: (102.2/9.2, lift 12.8)
PC1 > -0.430681
PC6 > -3.213379
PC10 > -0.7280131
PC14 > -1.848327
PC20 <= -1.019432
PC37 > -1.357719
PC37 <= 0.455744
PC55 <= 0.3379085
PC90 <= 0.354212
-> class 1\|3 [0.902]
Rule 33/160: (6.1, lift 12.4)
PC2 <= 2.526915
PC43 <= -17.98464
-> class 1\|3 [0.876]
Rule 33/161: (24.5/2.3, lift 12.4)
PC2 > 2.526915
PC3 > 1.640775
PC6 > -1.736889
PC15 > -1.472295
PC51 <= -0.3034294
-> class 1\|3 [0.876]
Rule 33/162: (51.5/12.7, lift 10.5)
PC3 > 0.8448048
PC15 > 3.872291
PC16 > -2.299228
PC65 <= -0.04690123
-> class 1\|3 [0.744]
Rule 33/163: (1688.8/1069.2, lift 5.2)
PC1 > -0.430681
PC2 <= 2.526915
PC10 <= -0.7280131
-> class 1\|3 [0.367]
Rule 33/164: (71.2/0.3, lift 14.5)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.526915
PC8 > -0.2273773
PC19 <= -0.4013062
-> class 2\|0 [0.982]
Rule 33/165: (65.2/0.9, lift 14.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC9 <= 0.3076294
PC41 <= -0.9335573
PC45 <= 0.4583037
PC61 <= 1.934528
PC63 <= -0.05903246
-> class 2\|0 [0.971]
Rule 33/166: (237.2/7.5, lift 14.3)
PC8 > 2.291764
PC11 > -0.383099
PC20 <= -0.0410374
PC21 > 0.143887
PC37 > -0.5945614
PC46 <= 1.245936
PC54 > -2.008829
PC71 <= 0.9115143
PC77 <= -0.2324146
PC84 > -0.6400416
-> class 2\|0 [0.964]
Rule 33/167: (24.8, lift 14.3)
PC8 > 2.291764
PC20 <= -0.0410374
PC21 > 0.143887
PC21 <= 0.9632134
PC37 > -0.5945614
PC77 > -0.2324146
PC84 <= -0.290315
PC94 <= 0.5254299
-> class 2\|0 [0.963]
Rule 33/168: (450.3/16.4, lift 14.2)
PC8 > 2.291764
PC11 > -0.9337804
PC19 <= 0.7270498
PC20 <= -0.0410374
PC21 > 0.9632134
PC54 > -2.008829
PC71 <= 0.9115143
PC88 <= 0.5445536
PC94 <= 0.5254299
-> class 2\|0 [0.961]
Rule 33/169: (345.3/12.8, lift 14.2)
PC1 <= -0.430681
PC8 > 2.291764
PC19 <= 0.7270498
PC20 <= -0.0410374
PC28 <= 0.1452777
PC54 > -2.008829
PC70 <= -0.03703916
PC71 <= 0.9115143
PC88 <= 0.5445536
PC94 <= 0.5254299
-> class 2\|0 [0.960]
Rule 33/170: (21.6, lift 14.1)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC9 <= 0.3076294
PC45 > 0.4583037
PC63 <= -0.05903246
-> class 2\|0 [0.956]
Rule 33/171: (19.4, lift 14.1)
PC1 > -0.430681
PC2 <= 2.526915
PC6 <= -3.213379
PC44 > 0.6627127
PC63 <= 0.01857104
PC71 <= -0.4344061
-> class 2\|0 [0.953]
Rule 33/172: (34.7/1.3, lift 13.9)
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC9 <= 0.3076294
PC23 > 1.096889
PC24 <= 1.571487
PC63 <= -0.05903246
-> class 2\|0 [0.938]
Rule 33/173: (13, lift 13.8)
PC1 > -0.430681
PC3 <= 0.8448048
PC6 > -3.213379
PC10 > -0.7280131
PC19 <= -1.233321
PC20 <= -0.1739503
-> class 2\|0 [0.933]
Rule 33/174: (9.4, lift 13.5)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > 1.631605
PC20 > -0.0410374
-> class 2\|0 [0.910]
Rule 33/175: (8.4, lift 13.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC19 <= 0.7270498
PC20 <= -0.0410374
PC21 > 0.143887
PC70 > -0.03703916
PC84 > -0.290315
PC92 > 0.1905724
-> class 2\|0 [0.904]
Rule 33/176: (216.9/23.6, lift 13.1)
PC1 <= -0.430681
PC8 > -0.2273773
PC19 <= -1.918828
PC23 <= 1.096889
PC45 <= 0.4583037
PC63 <= -0.05903246
-> class 2\|0 [0.888]
Rule 33/177: (97.7/10.6, lift 13.1)
PC8 > 2.291764
PC19 <= 0.7270498
PC20 <= -0.0410374
PC37 > -0.5945614
PC44 > 1.027905
PC54 > -2.008829
PC94 <= 0.5254299
-> class 2\|0 [0.884]
Rule 33/178: (23/1.9, lift 13.1)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.526915
PC8 > 0.2954154
PC8 <= 2.291764
PC68 > -0.3155394
-> class 2\|0 [0.882]
Rule 33/179: (7.3/0.3, lift 12.7)
PC1 <= -0.430681
PC8 > 2.291764
PC20 > -0.0410374
PC86 > 0.9714127
-> class 2\|0 [0.857]
Rule 33/180: (82.9, lift 10.4)
PC2 <= -1.074925
PC7 <= 0.953977
PC8 > 0.2503324
PC8 <= 1.515445
PC12 > -2.158166
PC20 <= 0.1840227
PC29 <= 0.156454
PC63 > -0.05903246
PC71 > -0.05458447
PC85 > -1.504104
-> class 2\|1 [0.987]
Rule 33/181: (77.2, lift 10.4)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.383099
PC21 <= 0.9632134
-> class 2\|1 [0.987]
Rule 33/182: (167.5/1.6, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > 1.515445
PC8 <= 2.291764
PC20 <= 0.1840227
PC40 > -1.494652
PC58 > -0.8407822
PC61 <= 1.489513
PC63 > -0.05903246
-> class 2\|1 [0.985]
Rule 33/183: (62.6, lift 10.4)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.9337804
-> class 2\|1 [0.985]
Rule 33/184: (60.8, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC5 > 1.758969
PC8 > -0.2273773
PC63 > -0.05903246
-> class 2\|1 [0.984]
Rule 33/185: (106/1, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC34 > 0.7806028
PC63 > -0.05903246
-> class 2\|1 [0.982]
Rule 33/186: (54, lift 10.4)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9632134
PC46 > 1.245936
PC70 > -0.03703916
-> class 2\|1 [0.982]
Rule 33/187: (109.5/1.3, lift 10.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC9 > 0.3076294
PC22 > -0.7810076
PC26 > -2.254019
PC38 <= 0.7945026
PC63 <= -0.05903246
PC79 <= 0.2377396
PC85 > -1.366047
-> class 2\|1 [0.979]
Rule 33/188: (44.5, lift 10.3)
PC1 <= -0.430681
PC2 > -1.074925
PC2 <= 2.526915
PC8 > 0.2954154
PC8 <= 2.291764
PC19 > -0.4013062
PC68 <= -0.3155394
-> class 2\|1 [0.978]
Rule 33/189: (35.7, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC20 <= -0.0410374
PC21 > 0.143887
PC21 <= 0.9632134
PC37 <= -0.5945614
PC70 > -0.03703916
-> class 2\|1 [0.973]
Rule 33/190: (212.6/5.3, lift 10.3)
PC2 <= -1.074925
PC7 <= 0.953977
PC8 > 0.2503324
PC8 <= 2.291764
PC12 > -2.158166
PC20 <= 0.1840227
PC29 <= 0.156454
PC41 <= 1.05804
PC56 <= 0.6932412
PC58 > -0.8407822
PC63 > -0.05903246
PC66 <= 0.5910538
PC93 > -0.312367
-> class 2\|1 [0.971]
Rule 33/191: (72.3/1.3, lift 10.2)
PC2 <= 2.526915
PC6 <= -3.213379
PC10 > -0.7280131
PC44 > 0.6627127
PC63 > 0.01857104
-> class 2\|1 [0.969]
Rule 33/192: (33.2/0.2, lift 10.2)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC15 <= -1.875555
-> class 2\|1 [0.967]
Rule 33/193: (26.8, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9632134
PC28 > 0.1452777
-> class 2\|1 [0.965]
Rule 33/194: (26.3, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC19 <= 0.7270498
PC20 <= -0.0410374
PC71 > 0.9115143
PC94 <= 0.5254299
-> class 2\|1 [0.965]
Rule 33/195: (193.7/6.4, lift 10.2)
PC1 <= -0.430681
PC8 > 2.291764
PC19 > 0.7270498
-> class 2\|1 [0.962]
Rule 33/196: (60.4/1.5, lift 10.2)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC58 <= -0.8407822
PC63 > -0.05903246
-> class 2\|1 [0.961]
Rule 33/197: (21.7, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.526915
PC9 <= 6.396509
PC43 > -1.062606
PC47 <= -1.275844
PC63 <= 0.06488332
PC100 <= 3.830744
-> class 2\|1 [0.958]
Rule 33/198: (20.4, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.526915
PC7 > 0.4729115
PC8 <= 2.291764
PC11 > 0.04767191
PC20 > 0.1840227
-> class 2\|1 [0.955]
Rule 33/199: (90.9/3.4, lift 10.1)
PC1 <= -0.430681
PC8 > 2.291764
PC94 > 0.5254299
-> class 2\|1 [0.952]
Rule 33/200: (34.5/1, lift 10.0)
PC2 <= 2.526915
PC8 > 2.291764
PC88 > 0.5445536
-> class 2\|1 [0.945]
Rule 33/201: (46.4/1.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC19 <= 0.7270498
PC54 <= -2.008829
-> class 2\|1 [0.940]
Rule 33/202: (40.3/1.9, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC63 > -0.05903246
PC95 <= -0.643312
-> class 2\|1 [0.931]
Rule 33/203: (50.7/2.7, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC20 > 0.1840227
PC63 > -0.05903246
PC78 <= -0.1462352
-> class 2\|1 [0.930]
Rule 33/204: (360.9/29, lift 9.7)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= 1.631605
PC20 > -0.0410374
PC86 <= 0.9714127
-> class 2\|1 [0.917]
Rule 33/205: (109.1/9.8, lift 9.5)
PC2 <= -9.120993
-> class 2\|1 [0.903]
Rule 33/206: (115.1/12.5, lift 9.4)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC9 > -3.592107
PC9 <= 0.3076294
PC19 > -1.918828
PC23 <= 1.096889
PC41 > -0.9335573
PC45 <= 0.4583037
PC55 <= 0.167618
PC63 > -0.2973536
PC63 <= -0.05903246
PC77 > -0.5719671
-> class 2\|1 [0.885]
Rule 33/207: (208.2/24.8, lift 9.3)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC13 <= 0.4897727
PC20 <= 0.1840227
PC24 <= 1.571487
PC63 > -0.05903246
PC97 > 0.09077419
-> class 2\|1 [0.877]
Rule 33/208: (72.3/14, lift 8.4)
PC1 > -0.430681
PC3 <= 0.8448048
PC8 > 0.08481005
PC9 <= -0.1466041
PC10 > -0.7280131
PC19 > -1.233321
-> class 2\|1 [0.799]
Rule 33/209: (40.7/11.4, lift 7.5)
PC2 <= 2.526915
PC8 > -3.21639
PC13 <= -1.145885
-> class 2\|1 [0.710]
Rule 33/210: (503.6/148, lift 7.5)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= 0.9632134
PC70 > -0.03703916
-> class 2\|1 [0.705]
Rule 33/211: (84.9/29.9, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.526915
PC9 <= 6.396509
PC43 > -1.062606
PC45 > 0.2982394
PC63 > 0.06488332
-> class 2\|1 [0.644]
Rule 33/212: (29.3/11, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC13 > -1.145885
PC100 > 3.830744
-> class 2\|1 [0.616]
Rule 33/213: (48.7/20.4, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC32 > 1.416191
PC63 > -0.0285083
-> class 2\|1 [0.579]
Rule 33/214: (59.7, lift 11.2)
PC1 > -0.430681
PC2 <= 2.526915
PC3 <= 0.8448048
PC8 <= 0.08481005
PC9 <= -0.1466041
PC10 > -0.7280131
PC12 > -0.1754197
PC19 > -1.233321
PC23 <= 1.08382
PC77 > -0.6802832
-> class 2\|2 [0.984]
Rule 33/215: (59.2, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -1.275824
PC8 <= -0.2273773
PC9 <= 6.396509
PC13 > -1.145885
PC67 > 0.6364434
-> class 2\|2 [0.984]
Rule 33/216: (45.5, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC13 > -1.145885
PC36 <= -0.7833967
-> class 2\|2 [0.979]
Rule 33/217: (42.3, lift 11.2)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -1.275824
PC8 <= -0.2273773
PC44 <= 0.4365815
PC60 <= -0.5256118
PC63 <= 0.06488332
-> class 2\|2 [0.977]
Rule 33/218: (38.5, lift 11.1)
PC2 <= -1.074925
PC5 <= 1.758969
PC7 <= 0.953977
PC8 > -0.2273773
PC8 <= 2.291764
PC29 <= 0.156454
PC34 <= 0.7806028
PC63 > -0.05903246
PC71 <= -0.05458447
PC93 <= -0.312367
-> class 2\|2 [0.975]
Rule 33/219: (30.8, lift 11.1)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -1.275824
PC8 <= -0.2273773
PC32 <= 1.416191
PC43 > -1.062606
PC44 <= 0.4365815
PC79 <= -0.1781073
-> class 2\|2 [0.969]
Rule 33/220: (29.6, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -1.275824
PC8 <= -0.2273773
PC15 > -1.66505
PC43 > -1.062606
PC43 <= -0.9086664
PC66 <= 0.6952294
-> class 2\|2 [0.968]
Rule 33/221: (67.4/1.3, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 0.2503324
PC20 <= 0.1840227
PC34 <= 0.7806028
PC58 > -0.8407822
PC63 > -0.05903246
PC97 <= 0.09077419
-> class 2\|2 [0.967]
Rule 33/222: (67/1.7, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.526915
PC5 <= 1.758969
PC8 > -0.2273773
PC8 <= 1.515445
PC29 > 0.156454
PC34 <= 0.7806028
PC40 > -1.494652
PC63 > -0.05903246
-> class 2\|2 [0.961]
Rule 33/223: (35.7/0.7, lift 10.9)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 1.515445
PC12 > -2.158166
PC40 > -1.494652
PC41 > 1.05804
PC58 > -0.8407822
PC63 > -0.05903246
PC71 <= -0.05458447
-> class 2\|2 [0.954]
Rule 33/224: (30.5/0.5, lift 10.9)
PC1 <= -0.430681
PC2 <= -1.074925
PC7 > 0.953977
PC8 <= 1.515445
PC12 > -2.158166
PC63 > -0.05903246
-> class 2\|2 [0.954]
Rule 33/225: (20.3/0.1, lift 10.9)
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 1.515445
PC24 <= 1.571487
PC58 > -0.8407822
PC63 > -0.05903246
PC66 > 0.5910538
PC71 <= -0.05458447
-> class 2\|2 [0.950]
Rule 33/226: (285.2/14.6, lift 10.8)
PC1 <= -0.430681
PC2 > -9.120993
PC5 > -1.0516
PC8 > -3.21639
PC8 <= -0.2273773
PC13 > -1.145885
PC29 > -0.2591521
PC32 <= 1.416191
PC34 > -0.454706
PC43 <= -1.062606
PC44 <= -0.2659857
PC76 <= 0.6056434
PC80 <= 3.212575
-> class 2\|2 [0.946]
Rule 33/227: (24.6/0.5, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 1.515445
PC12 > -2.158166
PC24 <= 1.571487
PC40 > -1.494652
PC41 <= 1.05804
PC56 > 0.6932412
PC71 <= -0.05458447
-> class 2\|2 [0.944]
Rule 33/228: (25.9/0.6, lift 10.8)
PC1 <= -0.430681
PC8 > -3.21639
PC8 <= -1.275824
PC28 > -0.1434188
PC32 <= 1.416191
PC44 <= 0.4365815
PC47 > -1.275844
PC79 > 0.5394546
-> class 2\|2 [0.944]
Rule 33/229: (155.2/7.9, lift 10.8)
PC8 > -3.21639
PC8 <= -0.2273773
PC9 > 6.396509
PC13 > -1.145885
PC28 <= 0.1562501
PC32 <= 1.131969
PC75 <= 6.286578
PC98 > -0.7850819
PC100 <= 3.830744
-> class 2\|2 [0.944]
Rule 33/230: (50.1/2, lift 10.8)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -1.275824
PC8 <= -0.2273773
PC15 > -1.66505
PC28 > 0.009135366
PC43 > -1.062606
PC44 <= 0.4365815
PC63 <= 0.06488332
PC66 <= 0.6952294
-> class 2\|2 [0.943]
Rule 33/231: (16.5/0.1, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC9 <= 6.396509
PC13 > -1.145885
PC43 > -1.062606
PC45 <= 0.2982394
PC65 <= -1.51268
PC100 <= 3.830744
-> class 2\|2 [0.939]
Rule 33/232: (334.9/19.4, lift 10.7)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC9 <= 6.396509
PC10 > -0.0576562
PC13 > -1.145885
PC21 <= 1.412298
PC26 <= 3.221847
PC27 <= 0.4382323
PC45 <= 0.2982394
PC63 > 0.06488332
PC64 > -0.3033387
PC67 > -0.1899976
-> class 2\|2 [0.939]
Rule 33/233: (40.4/2.8, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC5 <= 1.758969
PC8 > -0.2273773
PC8 <= 2.291764
PC34 <= 0.7806028
PC40 <= -1.494652
PC63 > -0.05903246
-> class 2\|2 [0.912]
Rule 33/234: (8.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC9 <= 0.3076294
PC45 <= 0.4583037
PC63 <= -0.05903246
PC78 > 0.6344426
-> class 2\|2 [0.904]
Rule 33/235: (8.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC61 > 1.934528
PC63 <= -0.05903246
-> class 2\|2 [0.904]
Rule 33/236: (97.3/8.5, lift 10.3)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC27 <= -0.3857574
PC32 <= 1.416191
PC44 <= 0.4365815
PC45 <= 0.1764497
PC63 <= 0.06488332
PC100 <= 3.830744
-> class 2\|2 [0.904]
Rule 33/237: (8.1, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC34 <= 0.7806028
PC58 > -0.8407822
PC63 > -0.05903246
PC85 <= -1.504104
-> class 2\|2 [0.901]
Rule 33/238: (7, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.291764
PC9 > 0.3076294
PC63 <= -0.05903246
PC79 > 0.2377396
-> class 2\|2 [0.889]
Rule 33/239: (327.5/37.6, lift 10.1)
PC1 <= -0.430681
PC2 <= -1.074925
PC5 <= 1.758969
PC8 > -0.2273773
PC8 <= 2.291764
PC15 > -1.875555
PC20 > 0.1840227
PC34 <= 0.7806028
PC63 > -0.05903246
PC78 > -0.1462352
PC95 > -0.643312
-> class 2\|2 [0.883]
Rule 33/240: (25.1/2.2, lift 10.1)
PC5 <= 1.758969
PC8 > -0.2273773
PC8 <= 2.291764
PC24 <= 1.571487
PC34 <= 0.7806028
PC58 > -0.8407822
PC61 > 1.489513
PC63 > -0.05903246
-> class 2\|2 [0.883]
Rule 33/241: (68.6/7.7, lift 10.0)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 <= -0.2273773
PC46 > 0.413817
PC60 <= -0.7855141
-> class 2\|2 [0.877]
Rule 33/242: (166.3/20, lift 10.0)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 1.515445
PC12 <= -2.158166
PC13 <= 0.5280062
PC34 <= 0.7806028
PC63 > -0.05903246
-> class 2\|2 [0.875]
Rule 33/243: (8.7/0.7, lift 9.6)
PC1 <= -0.430681
PC8 > -3.21639
PC8 <= -0.2273773
PC32 > 1.416191
PC45 > -0.1526516
PC63 <= -0.0285083
PC78 > -0.2490177
PC95 > 0.4146902
-> class 2\|2 [0.838]
Rule 33/244: (27.2/4.9, lift 9.1)
PC1 <= -0.430681
PC2 <= -1.074925
PC8 > -0.2273773
PC8 <= 2.291764
PC9 <= 0.3076294
PC23 <= 1.096889
PC41 > -0.9335573
PC55 > 0.167618
PC63 <= -0.05903246
-> class 2\|2 [0.798]
Rule 33/245: (30/6.1, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -0.2273773
PC9 > 0.3076294
PC22 <= -0.7810076
PC63 <= -0.05903246
-> class 2\|2 [0.777]
Rule 33/246: (283.6/220.1, lift 2.6)
PC2 <= 2.526915
PC38 > 0.7945026
-> class 2\|2 [0.226]
Rule 33/247: (78.9, lift 8.2)
PC8 <= -3.21639
PC14 <= -2.999866
PC74 > -0.8009616
-> class 2\|3 [0.988]
Rule 33/248: (47.8, lift 8.1)
PC1 > -0.430681
PC2 <= -1.27676
PC8 <= -2.987631
PC19 > -1.342918
PC43 <= -0.1728197
-> class 2\|3 [0.980]
Rule 33/249: (121.9/2.3, lift 8.0)
PC1 <= -0.430681
PC8 <= -3.21639
PC74 <= -0.8009616
-> class 2\|3 [0.973]
Rule 33/250: (32.9, lift 8.0)
PC8 <= -3.21639
PC13 > -0.7984135
PC13 <= 0.4601128
PC37 > 1.777486
-> class 2\|3 [0.971]
Rule 33/251: (45.2/0.6, lift 8.0)
PC1 > -0.430681
PC3 <= 0.8448048
PC6 > -3.213379
PC8 <= 0.08481005
PC9 <= -0.1466041
PC10 > -0.7280131
PC12 <= -0.1754197
PC19 > -1.233321
PC60 <= 0.5887817
-> class 2\|3 [0.967]
Rule 33/252: (21.5, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.526915
PC24 > 1.571487
-> class 2\|3 [0.958]
Rule 33/253: (18.1, lift 7.8)
PC2 <= 2.526915
PC8 <= -0.2273773
PC32 <= 1.416191
PC44 <= -0.2659857
PC80 > 3.212575
-> class 2\|3 [0.949]
Rule 33/254: (52.1/1.8, lift 7.8)
PC1 <= -0.430681
PC8 > -3.21639
PC8 <= -0.2273773
PC32 > 1.416191
PC63 <= -0.0285083
PC78 > -0.2490177
PC95 <= 0.4146902
-> class 2\|3 [0.948]
Rule 33/255: (51.1/3.6, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 <= -0.2273773
PC32 <= 1.416191
PC44 <= -0.2659857
PC76 > 0.6056434
-> class 2\|3 [0.913]
Rule 33/256: (14.3/0.5, lift 7.5)
PC8 <= -0.2273773
PC32 <= 1.416191
PC36 > -0.7833967
PC75 > 6.286578
-> class 2\|3 [0.907]
Rule 33/257: (7.1, lift 7.4)
PC1 > -0.430681
PC2 <= 2.526915
PC3 <= 0.8448048
PC6 > -3.213379
PC8 <= 0.08481005
PC10 > -0.7280131
PC23 > 1.08382
-> class 2\|3 [0.891]
Rule 33/258: (150.2/21.4, lift 7.0)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 <= -0.2273773
PC28 <= 0.1562501
PC32 <= 1.416191
PC36 > -0.7833967
PC43 > -1.062606
PC98 <= -0.7850819
PC100 <= 3.830744
-> class 2\|3 [0.853]
Rule 33/259: (178.5/27.7, lift 6.9)
PC2 <= 2.526915
PC8 <= -2.987631
PC10 <= -0.7280131
PC19 > -1.342918
PC39 <= 1.478945
PC57 <= 0.02752472
-> class 2\|3 [0.841]
Rule 33/260: (19.3/2.8, lift 6.8)
PC2 <= 2.526915
PC10 <= -0.7280131
PC14 > 2.040389
PC50 > -0.2956394
-> class 2\|3 [0.820]
Rule 33/261: (13.7/1.9, lift 6.7)
PC1 <= -0.430681
PC2 > -9.120993
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC13 > -1.145885
PC28 > 0.1562501
PC43 > -1.062606
-> class 2\|3 [0.817]
Rule 33/262: (81.8/14.9, lift 6.7)
PC2 <= 2.526915
PC8 <= 2.291764
PC9 > -3.592107
PC9 <= 0.3076294
PC19 > -1.918828
PC41 > -0.9335573
PC45 <= 0.4583037
PC61 <= 1.934528
PC63 <= -0.05903246
PC77 <= -0.5719671
PC78 <= 0.6344426
-> class 2\|3 [0.810]
Rule 33/263: (38.9/9.6, lift 6.1)
PC1 > -0.430681
PC3 <= 0.8448048
PC6 > -3.213379
PC9 <= -0.1466041
PC19 > -1.233321
PC77 <= -0.6802832
-> class 2\|3 [0.741]
Rule 33/264: (12221.4/9807.3, lift 1.6)
PC2 <= 2.526915
-> class 2\|3 [0.198]
Rule 33/265: (38.1, lift 24.8)
PC1 <= -0.430681
PC8 <= -3.21639
PC13 > 0.4601128
PC46 <= 0.413817
-> class 2\|4 [0.975]
Rule 33/266: (289.8/7, lift 24.7)
PC1 <= -0.430681
PC8 <= -3.21639
PC15 > -4.098175
PC15 <= 0.5137869
PC23 <= 2.379988
PC25 <= 0.3361501
PC39 <= 0.283203
PC45 <= 0.1513902
PC46 <= 0.413817
PC49 <= 0.1872578
PC51 > -0.004999666
PC74 > -0.8009616
PC75 <= 0.1085572
PC76 <= 0.4489881
PC79 <= 0.2562573
PC82 <= 0.1477486
PC86 > -0.3118091
-> class 2\|4 [0.972]
Rule 33/267: (26.5, lift 24.5)
PC2 <= 2.526915
PC10 <= -0.7280131
PC39 > 1.478945
-> class 2\|4 [0.965]
Rule 33/268: (68.6/1.8, lift 24.4)
PC1 > -0.430681
PC2 <= 2.526915
PC8 <= -2.987631
PC19 > -1.342918
PC43 > -0.1728197
PC57 > 0.02752472
-> class 2\|4 [0.960]
Rule 33/269: (34/0.5, lift 24.4)
PC8 <= -3.21639
PC13 <= -0.7984135
PC14 > -2.999866
-> class 2\|4 [0.959]
Rule 33/270: (163.1/6.1, lift 24.3)
PC8 <= -3.21639
PC14 <= -0.3160445
PC15 <= 0.5137869
PC25 <= 0.3361501
PC37 <= 1.777486
PC45 <= 0.1513902
PC74 > -0.8009616
PC75 <= 0.1085572
PC76 <= 0.4489881
PC79 <= 0.2562573
PC82 <= 0.1477486
PC86 > -0.3118091
-> class 2\|4 [0.957]
Rule 33/271: (26.2/1.8, lift 22.9)
PC2 <= 2.526915
PC8 <= -3.21639
PC14 > -2.17653
PC20 > 0.1943019
PC23 <= 2.379988
PC32 > -2.022818
PC46 <= 0.413817
PC74 > -0.8009616
PC75 > 0.1085572
PC76 <= 0.4489881
-> class 2\|4 [0.902]
Rule 33/272: (7.8, lift 22.8)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC32 > 1.416191
PC45 <= -0.1526516
PC63 <= -0.0285083
PC78 > -0.2490177
-> class 2\|4 [0.898]
Rule 33/273: (49.4/4.6, lift 22.6)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC32 > 1.416191
PC63 <= -0.0285083
PC78 <= -0.2490177
-> class 2\|4 [0.891]
Rule 33/274: (7.8/0.3, lift 22.1)
PC1 > -0.430681
PC3 <= 0.8448048
PC9 <= -0.1466041
PC10 > -0.7280131
PC19 > -1.233321
PC60 > 0.5887817
-> class 2\|4 [0.871]
Rule 33/275: (6.9/0.6, lift 20.9)
PC1 <= -0.430681
PC8 <= -3.21639
PC20 <= 0.1943019
PC29 <= 0.1512327
PC46 <= 0.413817
PC59 <= -0.6169607
PC74 > -0.8009616
PC76 <= 0.4489881
-> class 2\|4 [0.821]
Rule 33/276: (32.9/5.9, lift 20.4)
PC1 <= -0.430681
PC8 <= -3.21639
PC14 > -2.999866
PC23 <= 2.379988
PC32 > -2.022818
PC45 <= 0.1513902
PC46 <= 0.413817
PC53 > -0.02279613
PC74 > -0.8009616
PC76 <= 0.4489881
PC86 <= -0.3118091
-> class 2\|4 [0.803]
Rule 33/277: (37.7/7.1, lift 20.2)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC9 <= 6.396509
PC15 <= -1.66505
PC32 <= 1.416191
PC43 > -1.062606
PC63 <= 0.06488332
PC95 > 0.02850759
-> class 2\|4 [0.795]
Rule 33/278: (3.6/0.5, lift 18.8)
PC2 <= 2.526915
PC8 <= -3.21639
PC25 > 0.3361501
PC57 > 0.5517325
-> class 2\|4 [0.738]
Rule 33/279: (20.4/7.7, lift 15.6)
PC1 <= -0.430681
PC2 <= 2.526915
PC5 <= -1.0516
PC43 <= -1.062606
-> class 2\|4 [0.612]
Rule 33/280: (17.9/7.6, lift 14.4)
PC1 <= -0.430681
PC2 <= 2.526915
PC8 > -3.21639
PC8 <= -0.2273773
PC29 > 0.3489671
PC36 > -0.7833967
PC43 > -1.062606
PC63 <= 0.06488332
-> class 2\|4 [0.567]
Rule 33/281: (37.2/21.8, lift 10.6)
PC8 <= -3.21639
PC13 > -0.7984135
PC94 <= -1.60248
-> class 2\|4 [0.418]
Rule 33/282: (1736/1403.7, lift 4.9)
PC8 <= -0.2273773
PC28 <= -0.1434188
-> class 2\|4 [0.192]
Default class: 2\|3
----- Trial 34: -----
Rules:
Rule 34/1: (34.7/0.6, lift 15.5)
PC2 > 2.734492
PC3 <= 1.640775
PC8 > 0.1419536
PC18 > -0.4683644
PC18 <= 0.6672924
PC100 > 0.5353354
-> class 0\|0 [0.957]
Rule 34/2: (16/0.1, lift 15.1)
PC2 > 2.734492
PC3 <= 1.640775
PC8 > 0.1419536
PC18 > -0.4683644
PC44 > 2.092405
-> class 0\|0 [0.937]
Rule 34/3: (9.4, lift 14.8)
PC2 > 2.734492
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.4683644
PC18 <= 0.6672924
-> class 0\|0 [0.913]
Rule 34/4: (21.4/1.6, lift 14.4)
PC2 <= 2.734492
PC4 > 1.634281
PC17 > -0.4421078
-> class 0\|0 [0.889]
Rule 34/5: (6.9/1.4, lift 11.8)
PC13 > 8.316996
PC31 > 0.1823938
PC38 > 1.794916
-> class 0\|0 [0.731]
Rule 34/6: (3878.5/2786, lift 4.6)
PC2 > 2.734492
PC15 > -0.679424
PC18 > -0.4683644
-> class 0\|0 [0.282]
Rule 34/7: (101.2, lift 12.7)
PC8 > -0.2652617
PC10 <= -3.939867
PC15 <= 1.629675
PC18 > -0.4683644
PC18 <= 0.6672924
PC47 <= 0.7523432
-> class 0\|1 [0.990]
Rule 34/8: (86, lift 12.7)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -1.154317
PC18 <= -0.4683644
PC41 > 0.174721
PC82 <= -0.1214058
-> class 0\|1 [0.989]
Rule 34/9: (86.6, lift 12.7)
PC2 > 2.734492
PC3 <= 1.640775
PC8 > 0.1419536
PC18 > -0.4683644
PC18 <= 0.6672924
PC44 <= 2.092405
PC100 <= 0.5353354
-> class 0\|1 [0.989]
Rule 34/10: (85.9, lift 12.7)
PC2 <= 11.64324
PC5 > 2.234459
PC13 <= 8.316996
PC15 > -0.679424
PC18 > 0.6672924
PC20 > 3.520639
PC28 <= 3.353422
-> class 0\|1 [0.989]
Rule 34/11: (60.4, lift 12.7)
PC4 <= -8.069555
PC18 > 0.6672924
PC18 <= 2.848612
PC42 <= 2.819577
PC86 > -1.624781
PC99 > -0.2474399
-> class 0\|1 [0.984]
Rule 34/12: (50.7, lift 12.6)
PC4 <= -8.069555
PC18 > 0.6672924
PC31 <= -0.06431137
PC86 > -1.624781
PC96 > -0.6478747
PC99 > -0.2474399
-> class 0\|1 [0.981]
Rule 34/13: (84.9/0.7, lift 12.6)
PC2 > 2.734492
PC9 <= 0.4038637
PC13 <= 8.316996
PC18 > -0.4683644
PC19 <= -0.02190804
PC22 > -0.4701807
PC35 > 0.4387262
PC41 > -0.1666692
PC42 <= 1.600301
PC70 > -0.8411664
PC88 > -0.3084739
-> class 0\|1 [0.980]
Rule 34/14: (39, lift 12.6)
PC2 > 2.734492
PC3 <= 1.640775
PC11 > -0.07755335
PC18 > -0.4683644
PC18 <= 0.6672924
PC32 > 0.4827722
PC53 <= 4.675475
PC83 > -3.75911
-> class 0\|1 [0.976]
Rule 34/15: (53.7/0.5, lift 12.5)
PC2 > 2.734492
PC5 <= 2.234459
PC13 <= 8.316996
PC18 > 0.6672924
PC66 <= -3.141438
-> class 0\|1 [0.974]
Rule 34/16: (76.5/1.2, lift 12.5)
PC2 > 7.619517
PC5 <= 2.234459
PC13 <= 8.316996
PC18 > 0.6672924
PC28 <= 3.353422
PC41 > -0.1666692
PC42 <= 2.819577
PC86 > -1.624781
PC96 > -0.6478747
-> class 0\|1 [0.971]
Rule 34/17: (29.7, lift 12.5)
PC4 <= -8.069555
PC18 > -0.4683644
PC22 > 0.9192772
PC86 > -1.624781
-> class 0\|1 [0.968]
Rule 34/18: (64.6/1.3, lift 12.4)
PC2 > 2.734492
PC5 <= 2.234459
PC8 <= 0.2398475
PC13 <= 8.316996
PC18 > 0.6672924
PC25 <= -0.5598918
PC62 > -1.128139
PC70 > -0.8411664
PC81 > -0.5777515
-> class 0\|1 [0.965]
Rule 34/19: (26.5, lift 12.4)
PC2 > 2.734492
PC3 <= 1.640775
PC9 > 0.64594
PC18 > -0.4683644
PC40 > -1.982932
PC96 > -0.6478747
-> class 0\|1 [0.965]
Rule 34/20: (27.5, lift 12.4)
PC2 > 2.734492
PC3 <= 1.640775
PC8 <= 0.1419536
PC11 > -0.07755335
PC18 > -0.4683644
PC18 <= 0.6672924
PC58 <= 4.59515
PC77 > 0.3971485
-> class 0\|1 [0.964]
Rule 34/21: (25.5, lift 12.4)
PC1 <= -0.4658145
PC2 > 2.734492
PC5 <= 2.234459
PC8 <= 0.2398475
PC13 <= 8.316996
PC18 > -0.4683644
PC22 > -0.4701807
PC25 > -0.5598918
PC31 > 0.2252791
PC42 <= 1.600301
PC62 > -1.128139
PC68 > -0.4199935
-> class 0\|1 [0.964]
Rule 34/22: (33.9/0.4, lift 12.4)
PC2 > 2.734492
PC3 <= 1.640775
PC8 <= 0.1419536
PC11 > -0.07755335
PC18 > -0.4683644
PC18 <= 0.6672924
PC41 > 0.1362563
-> class 0\|1 [0.961]
Rule 34/23: (23.5, lift 12.4)
PC2 > 2.734492
PC3 <= 1.640775
PC5 <= 2.234459
PC18 > -0.4683644
PC51 > 0.4012923
PC70 > -0.8411664
PC96 > -0.6478747
PC96 <= -0.3458705
PC99 > -0.2474399
-> class 0\|1 [0.961]
Rule 34/24: (115.9/3.7, lift 12.4)
PC1 <= -0.5190189
PC2 > 2.734492
PC5 <= 2.234459
PC9 <= 0.64594
PC13 <= 8.316996
PC15 > 0.2593555
PC18 > -0.4683644
PC41 <= -0.1666692
PC95 <= 0.8596638
-> class 0\|1 [0.960]
Rule 34/25: (20.6, lift 12.3)
PC2 > 2.734492
PC3 <= 1.640775
PC5 <= 2.234459
PC18 > 0.6672924
PC62 > -1.128139
PC95 > 0.8596638
PC96 > -0.6478747
-> class 0\|1 [0.956]
Rule 34/26: (16.1, lift 12.2)
PC2 > 2.734492
PC3 > -0.6895892
PC3 <= 1.640775
PC6 <= 0.2633233
PC8 <= 0.1419536
PC10 > -3.939867
PC18 > -0.4683644
-> class 0\|1 [0.945]
Rule 34/27: (17.3, lift 12.1)
PC2 <= 11.64324
PC5 > 2.234459
PC13 <= 8.316996
PC15 > -0.679424
PC18 > 4.860553
-> class 0\|1 [0.943]
Rule 34/28: (67.6/3.4, lift 12.1)
PC2 > 2.734492
PC3 <= 1.640775
PC15 > -1.164616
PC18 > -1.154317
PC18 <= -0.4683644
PC43 <= -1.03128
-> class 0\|1 [0.937]
Rule 34/29: (12.9, lift 12.0)
PC4 <= -7.83144
PC35 <= -0.5198501
-> class 0\|1 [0.933]
Rule 34/30: (46.7/2.3, lift 12.0)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -0.4683644
PC19 <= -0.02190804
PC22 > -0.4701807
PC26 > 0.4946005
PC26 <= 0.5459515
PC70 > -0.8411664
PC96 > -0.6478747
-> class 0\|1 [0.933]
Rule 34/31: (63.8/3.6, lift 12.0)
PC2 > 2.734492
PC3 <= 1.640775
PC5 <= 2.234459
PC7 > 0.7541451
PC18 > 0.6672924
PC40 > -1.982932
PC96 > -0.6478747
-> class 0\|1 [0.930]
Rule 34/32: (11.1, lift 11.9)
PC3 <= 1.640775
PC13 <= 8.316996
PC17 > 2.051714
PC18 > -0.4683644
PC18 <= 0.6672924
-> class 0\|1 [0.923]
Rule 34/33: (84.8/5.8, lift 11.9)
PC10 <= -2.188503
PC18 > -1.154317
PC18 <= -0.4683644
PC29 <= 0.7642995
PC97 > -0.01375743
-> class 0\|1 [0.922]
Rule 34/34: (85.6/6.1, lift 11.8)
PC2 > 2.734492
PC5 <= 2.234459
PC8 <= 0.2398475
PC15 > -0.679424
PC18 > 0.6672924
PC19 > -0.02190804
PC64 <= 1.581825
PC81 > -0.5777515
PC86 > -1.624781
-> class 0\|1 [0.919]
Rule 34/35: (53.7/3.7, lift 11.8)
PC2 > 2.734492
PC6 > -1.630364
PC31 <= -0.01619392
PC67 > -0.5394371
PC73 <= -1.276582
PC78 > 1.749331
-> class 0\|1 [0.915]
Rule 34/36: (126.7/10.7, lift 11.7)
PC2 > 2.734492
PC3 <= -0.7059501
PC13 <= 8.316996
PC15 > -0.679424
PC18 > 0.6672924
PC22 > -0.4701807
PC86 > -1.624781
PC96 <= -0.6478747
PC100 > -1.340593
-> class 0\|1 [0.909]
Rule 34/37: (97.6/8.7, lift 11.6)
PC2 > 2.734492
PC5 <= 2.234459
PC7 <= 0.7541451
PC18 > 0.6672924
PC22 > -0.4701807
PC42 > 1.600301
PC42 <= 2.819577
PC86 > -1.624781
-> class 0\|1 [0.902]
Rule 34/38: (125.7/12.6, lift 11.5)
PC2 > 2.734492
PC3 <= 1.640775
PC5 <= 2.234459
PC6 <= -0.1422436
PC13 <= 8.316996
PC18 > 0.6672924
PC22 <= -0.4701807
PC25 > -1.050508
PC28 <= 3.353422
PC42 <= 2.819577
PC90 <= 0.9121655
-> class 0\|1 [0.894]
Rule 34/39: (52.3/4.9, lift 11.5)
PC3 <= 1.640775
PC4 > 0.9513426
PC6 <= -1.630364
PC18 <= -0.4683644
-> class 0\|1 [0.892]
Rule 34/40: (5.9/0.1, lift 11.1)
PC4 <= -8.069555
PC6 > -0.2446252
PC8 <= 0.2398475
-> class 0\|1 [0.860]
Rule 34/41: (64.6/10.4, lift 10.7)
PC2 > 2.734492
PC18 > 0.6672924
PC22 > -0.4701807
PC37 <= 1.750813
PC62 > -1.128139
PC64 > 1.581825
PC81 > -0.5777515
-> class 0\|1 [0.830]
Rule 34/42: (111.8/18.5, lift 10.7)
PC1 <= -0.4658145
PC2 > 2.734492
PC18 > 0.6672924
PC22 > -0.4701807
PC26 <= 0.4946005
PC31 <= 0.2252791
PC54 > -1.234352
PC62 > -1.128139
PC68 > -0.4199935
PC70 > -0.8411664
PC81 > -0.5777515
PC86 > -1.624781
PC99 <= -0.2474399
-> class 0\|1 [0.829]
Rule 34/43: (111.8/21, lift 10.4)
PC2 > 2.734492
PC13 <= 8.316996
PC18 > 0.6672924
PC22 > -0.4701807
PC37 <= 1.750813
PC41 > -0.1666692
PC42 <= 2.819577
PC62 > -1.128139
PC81 <= -0.5777515
PC83 > -3.75911
PC86 > -1.624781
PC96 > -0.6478747
-> class 0\|1 [0.807]
Rule 34/44: (54.1/24.1, lift 7.1)
PC13 > 8.316996
PC38 > 1.794916
PC53 <= 4.675475
PC83 > -3.75911
-> class 0\|1 [0.552]
Rule 34/45: (94.2, lift 9.7)
PC2 > 2.734492
PC3 <= 1.640775
PC16 <= 2.936707
PC18 <= -1.154317
PC31 <= -0.3635843
PC51 <= 0.6685256
PC78 <= 1.749331
PC82 <= 0.5067054
PC93 <= 3.81511
-> class 0\|2 [0.990]
Rule 34/46: (81.8, lift 9.7)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.4683644
PC32 <= -1.233981
PC39 > -1.445797
PC43 <= 0.8494706
PC55 <= 0.1244522
PC82 <= 0.1932354
-> class 0\|2 [0.988]
Rule 34/47: (75.8, lift 9.7)
PC4 > 9.305666
PC18 <= -1.154317
PC78 <= 1.749331
-> class 0\|2 [0.987]
Rule 34/48: (69.5, lift 9.7)
PC10 <= -6.236459
PC18 <= -1.154317
PC35 > -0.5569147
PC39 > -0.8446048
-> class 0\|2 [0.986]
Rule 34/49: (111.9/0.6, lift 9.7)
PC2 > 2.734492
PC3 <= 1.640775
PC5 > 2.234459
PC18 > 0.6672924
PC18 <= 4.860553
PC20 <= 3.520639
PC53 <= 4.675475
PC58 > -0.2738298
PC62 > -1.851517
-> class 0\|2 [0.986]
Rule 34/50: (102.9/0.7, lift 9.6)
PC2 > 2.734492
PC3 <= 1.640775
PC15 > -1.164616
PC18 > -1.154317
PC18 <= -0.4683644
PC28 <= 3.778366
PC34 > -1.229858
PC41 <= 0.07448557
PC43 > -1.03128
PC97 <= -0.01375743
-> class 0\|2 [0.984]
Rule 34/51: (52.5, lift 9.6)
PC3 <= 1.640775
PC18 > -1.154317
PC18 <= -0.4683644
PC29 > 0.7642995
PC41 <= 0.174721
PC78 <= 2.204419
PC97 > -0.01375743
-> class 0\|2 [0.982]
Rule 34/52: (105.9/1.1, lift 9.6)
PC4 > -7.83144
PC16 <= 2.936707
PC18 <= -1.154317
PC19 > -0.4895512
PC22 > -1.106918
PC31 > -0.3635843
PC35 <= -0.5569147
PC39 > -0.8446048
PC40 > -2.798079
PC73 <= 1.496579
PC74 <= 0.9213677
PC78 <= 0.5978583
-> class 0\|2 [0.980]
Rule 34/53: (48.3, lift 9.6)
PC2 > 2.734492
PC9 > 0.1132284
PC18 <= -0.4683644
PC19 > -0.4895512
PC77 <= -0.61766
PC82 <= 0.1932354
PC92 <= 1.109536
-> class 0\|2 [0.980]
Rule 34/54: (137/2.2, lift 9.6)
PC2 > 2.734492
PC3 <= 1.640775
PC10 > -2.188503
PC15 > -1.164616
PC18 > -1.154317
PC18 <= -0.4683644
PC41 <= 0.174721
PC43 > -1.03128
PC97 > -0.01375743
-> class 0\|2 [0.977]
Rule 34/55: (100.7/1.9, lift 9.5)
PC3 <= 1.640775
PC8 <= 0.1610735
PC14 > -0.6547321
PC18 > -2.055128
PC18 <= -1.154317
PC35 > -0.5569147
PC39 > -0.8446048
PC46 <= 0.08435005
PC51 <= 0.6685256
PC52 > -1.922131
PC74 <= 0.9213677
PC87 > -0.4166006
PC97 <= 0.75286
-> class 0\|2 [0.972]
Rule 34/56: (30.6, lift 9.5)
PC9 > 0.1132284
PC14 > -0.6547321
PC18 <= -0.4683644
PC19 > -0.4895512
PC39 > -1.445797
PC51 <= 0.6685256
PC55 <= 0.1244522
PC89 <= 0.11988
PC97 > 0.4047928
-> class 0\|2 [0.969]
Rule 34/57: (83/1.6, lift 9.5)
PC16 <= 2.936707
PC18 <= -1.154317
PC19 > -0.4895512
PC39 > -0.9370177
PC51 <= 0.6685256
PC63 > 1.021134
PC78 <= 1.749331
PC93 <= 3.81511
PC94 > -0.4725043
-> class 0\|2 [0.969]
Rule 34/58: (186.5/5, lift 9.5)
PC2 > 2.734492
PC4 > -7.83144
PC16 <= 2.103828
PC18 <= -1.154317
PC28 <= 0.5547471
PC40 > -2.798079
PC51 > 0.6685256
PC74 <= 0.9213677
PC90 <= 0.1363578
-> class 0\|2 [0.968]
Rule 34/59: (70.6/1.5, lift 9.5)
PC9 > 0.1132284
PC14 > -0.6547321
PC18 <= -1.154317
PC39 > -0.8446048
PC55 <= 0.1244522
PC70 <= -0.1786523
PC77 > -0.61766
PC82 <= 0.1932354
PC89 <= 0.11988
-> class 0\|2 [0.965]
Rule 34/60: (110.7/3.4, lift 9.4)
PC3 <= -3.774415
PC13 > 8.316996
PC18 > -0.4683644
PC36 <= 1.476349
PC38 <= 1.794916
PC83 > -3.75911
-> class 0\|2 [0.961]
Rule 34/61: (34.5/0.4, lift 9.4)
PC14 > -0.6547321
PC16 <= 2.936707
PC18 <= -0.4683644
PC36 <= -4.417984
-> class 0\|2 [0.960]
Rule 34/62: (28.4/0.3, lift 9.4)
PC18 > 0.6672924
PC28 > 3.353422
PC53 <= 4.675475
PC83 > -3.75911
-> class 0\|2 [0.958]
Rule 34/63: (20.6, lift 9.4)
PC2 > 2.734492
PC3 <= 1.640775
PC11 > 0.2999023
PC35 > -0.5569147
PC78 <= 1.749331
-> class 0\|2 [0.956]
Rule 34/64: (32.2/0.5, lift 9.4)
PC2 > 2.734492
PC9 > 0.1132284
PC14 > -0.6547321
PC17 > -1.116892
PC18 <= -2.055128
PC19 > -0.4895512
PC51 <= 0.6685256
PC92 <= 1.109536
-> class 0\|2 [0.955]
Rule 34/65: (36.4/0.8, lift 9.3)
PC3 <= 1.640775
PC18 <= -2.055128
PC19 > -0.4895512
PC32 <= -1.346216
PC39 > -0.8446048
PC40 > -2.798079
PC51 <= 0.6685256
-> class 0\|2 [0.954]
Rule 34/66: (196.9/10.3, lift 9.2)
PC2 > 2.734492
PC3 <= 1.640775
PC6 <= 0.2312515
PC11 > -0.01142045
PC14 > -0.6547321
PC18 > -2.055128
PC18 <= -1.154317
PC24 <= 1.258503
PC27 <= 0.6346882
PC31 <= 0.1949541
PC34 > -2.970357
PC39 > -0.8446048
PC49 <= 0.6865661
PC52 > -1.922131
PC71 > -0.3743929
PC74 <= 0.9213677
-> class 0\|2 [0.943]
Rule 34/67: (109.9/5.5, lift 9.2)
PC13 > 8.316996
PC18 > -0.4683644
PC36 <= 1.476349
PC65 <= -0.4597442
-> class 0\|2 [0.942]
Rule 34/68: (50.5/2.5, lift 9.1)
PC3 <= 1.640775
PC18 <= -0.4683644
PC31 <= -0.01619392
PC67 > -0.5394371
PC73 > -1.276582
PC78 > 1.749331
PC100 > -0.05370365
-> class 0\|2 [0.933]
Rule 34/69: (11.8, lift 9.1)
PC14 > -0.6547321
PC16 <= 2.936707
PC18 <= -0.4683644
PC25 <= -2.254268
PC46 > -1.22122
PC63 <= 1.021134
PC93 <= 3.81511
-> class 0\|2 [0.928]
Rule 34/70: (11.6, lift 9.0)
PC10 <= -1.294428
PC18 > -1.154317
PC18 <= -0.4683644
PC34 <= -1.229858
PC41 <= 0.174721
PC97 <= -0.01375743
-> class 0\|2 [0.922]
Rule 34/71: (22.4/1.2, lift 8.9)
PC3 > 0.1731922
PC3 <= 1.640775
PC6 > -1.630364
PC18 <= -1.154317
PC39 > -1.445797
PC78 <= 1.749331
PC93 <= 3.81511
-> class 0\|2 [0.909]
Rule 34/72: (20.2/1.2, lift 8.8)
PC2 > 2.734492
PC18 <= -0.4683644
PC38 > 1.42913
PC39 > -0.8446048
PC51 <= 0.6685256
PC74 <= 0.9213677
-> class 0\|2 [0.900]
Rule 34/73: (49.1/5.3, lift 8.6)
PC2 > 2.734492
PC6 > -1.630364
PC18 <= -1.154317
PC39 > -1.445797
PC46 <= -1.22122
PC51 <= 0.6685256
PC78 <= 1.749331
-> class 0\|2 [0.877]
Rule 34/74: (27.4/2.7, lift 8.6)
PC18 <= -0.4683644
PC66 <= -4.615861
PC78 <= 1.749331
PC93 <= 3.81511
-> class 0\|2 [0.876]
Rule 34/75: (31/3.5, lift 8.5)
PC2 > 2.734492
PC18 > 0.6672924
PC42 > 2.819577
-> class 0\|2 [0.862]
Rule 34/76: (112.7/16.1, lift 8.3)
PC4 <= -7.83144
PC18 <= -0.4683644
PC34 > -0.7852964
PC35 > -0.5198501
-> class 0\|2 [0.851]
Rule 34/77: (8.7/0.7, lift 8.3)
PC18 <= -0.4683644
PC39 > -1.445797
PC66 > -4.615861
PC74 > 0.9213677
PC87 <= -1.000275
-> class 0\|2 [0.845]
Rule 34/78: (95.7/16.7, lift 8.0)
PC2 > 2.734492
PC4 > -7.83144
PC6 > -1.630364
PC12 <= -0.5195633
PC14 > -0.6547321
PC18 <= -1.154317
PC19 > -0.4895512
PC25 > -2.254268
PC39 > -0.8446048
PC51 <= 0.6685256
-> class 0\|2 [0.819]
Rule 34/79: (57.9/11, lift 7.8)
PC2 > 2.734492
PC15 <= -0.679424
PC18 > 0.6672924
PC53 <= 4.675475
PC83 > -3.75911
-> class 0\|2 [0.800]
Rule 34/80: (101.5/20, lift 7.8)
PC3 <= 1.640775
PC14 > -0.6547321
PC16 <= 2.936707
PC18 <= -0.4683644
PC25 > -2.254268
PC39 > -0.8446048
PC43 <= 0.8494706
PC46 > -1.22122
PC58 > 1.751523
PC74 <= 0.9213677
PC93 <= 3.81511
-> class 0\|2 [0.797]
Rule 34/81: (6/0.7, lift 7.7)
PC39 > -1.445797
PC39 <= -0.8446048
PC52 <= -3.062226
PC74 <= 0.9213677
-> class 0\|2 [0.789]
Rule 34/82: (24.6/5, lift 7.6)
PC2 > 2.734492
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > 0.6672924
PC22 <= -0.4701807
PC66 > -3.141438
PC83 > -3.75911
PC90 > 0.9121655
-> class 0\|2 [0.775]
Rule 34/83: (158.4/42.9, lift 7.1)
PC7 <= -0.3301688
PC12 > -0.5195633
PC18 <= -1.154317
PC43 <= 0.8494706
PC55 <= 0.1244522
PC74 <= 0.9213677
PC82 <= 0.1932354
-> class 0\|2 [0.727]
Rule 34/84: (31.5/14.8, lift 5.2)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -0.4683644
PC53 > 4.675475
PC83 > -3.75911
-> class 0\|2 [0.528]
Rule 34/85: (757.3/400.8, lift 4.6)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.6672924
PC53 <= 4.675475
PC83 > -3.75911
-> class 0\|2 [0.471]
Rule 34/86: (263.2/1.3, lift 11.4)
PC3 <= 0.1731922
PC4 > -7.83144
PC7 > -0.3301688
PC9 <= 0.1132284
PC11 <= 0.2999023
PC12 > -0.5195633
PC18 <= -2.055128
PC31 > -0.3635843
PC32 > -1.346216
PC36 > -4.417984
PC63 <= 1.021134
PC89 <= 0.11988
-> class 0\|3 [0.992]
Rule 34/87: (79.2/0.3, lift 11.3)
PC3 <= 1.640775
PC11 <= -0.01142045
PC18 <= -1.154317
PC46 > 0.08435005
PC51 <= 0.6685256
PC63 <= 1.021134
PC87 > -0.4166006
-> class 0\|3 [0.984]
Rule 34/88: (59.4, lift 11.3)
PC6 > -1.630364
PC14 > -0.6547321
PC18 <= -1.154317
PC31 > 0.1949541
PC36 > -4.417984
PC46 > 0.08435005
PC63 <= 1.021134
-> class 0\|3 [0.984]
Rule 34/89: (66.5/0.3, lift 11.2)
PC2 > 2.734492
PC4 <= 9.305666
PC18 <= -1.154317
PC32 > -1.704439
PC63 > 1.021134
PC66 > -4.615861
PC94 <= -0.4725043
-> class 0\|3 [0.981]
Rule 34/90: (33, lift 11.1)
PC3 <= 1.640775
PC6 > -1.630364
PC18 <= -1.154317
PC19 <= -0.4895512
-> class 0\|3 [0.971]
Rule 34/91: (27.5, lift 11.1)
PC13 > 8.316996
PC36 > 1.476349
-> class 0\|3 [0.966]
Rule 34/92: (43.1/1.4, lift 10.8)
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 9.305666
PC18 <= -1.154317
PC24 > 1.258503
PC27 <= 0.6346882
PC46 > 0.08435005
PC51 <= 0.6685256
-> class 0\|3 [0.946]
Rule 34/93: (42/1.6, lift 10.8)
PC2 > 2.734492
PC3 <= 1.640775
PC4 > -7.83144
PC16 > 2.103828
PC51 > 0.6685256
-> class 0\|3 [0.940]
Rule 34/94: (11.1, lift 10.6)
PC1 > -0.3900895
PC1 <= 7.833367
PC2 <= 2.734492
PC10 <= -0.7514341
PC17 <= -0.4421078
-> class 0\|3 [0.924]
Rule 34/95: (49.5/3.5, lift 10.5)
PC18 <= -1.154317
PC31 > -0.3635843
PC35 <= -0.5569147
PC51 <= 0.6685256
PC78 > 0.5978583
-> class 0\|3 [0.913]
Rule 34/96: (31.5/2, lift 10.4)
PC3 > -3.774415
PC13 > 8.316996
PC38 <= 1.794916
PC65 > -0.4597442
-> class 0\|3 [0.912]
Rule 34/97: (37.2/3.1, lift 10.2)
PC2 > 2.734492
PC3 <= 1.640775
PC8 <= 0.1419536
PC11 <= -0.07755335
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 0.6672924
-> class 0\|3 [0.894]
Rule 34/98: (16.8/2.7, lift 9.2)
PC2 > 2.734492
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.6672924
PC74 > 2.596298
-> class 0\|3 [0.803]
Rule 34/99: (48.2/12.9, lift 8.3)
PC2 > 2.734492
PC18 > -0.4683644
PC83 <= -3.75911
-> class 0\|3 [0.723]
Rule 34/100: (3128.4/1579, lift 5.7)
PC2 > 2.734492
PC3 <= 1.640775
PC18 <= -0.4683644
-> class 0\|3 [0.495]
Rule 34/101: (139, lift 22.4)
PC2 <= 2.734492
PC4 > 0.8386233
PC10 > -0.7514341
PC10 <= 0.8814695
PC16 <= 4.234647
PC68 <= 1.05084
PC88 > -0.1847392
-> class 1\|0 [0.993]
Rule 34/102: (122.4, lift 22.4)
PC1 > -0.3900895
PC3 <= 0.8637748
PC6 <= 4.347558
PC8 <= 2.206323
PC9 > -0.2464361
PC10 > -0.7514341
PC27 <= 0.34863
PC96 > 0.1643588
PC98 <= 0.4626823
-> class 1\|0 [0.992]
Rule 34/103: (98.6, lift 22.3)
PC3 > 0.8637748
PC12 > 0.8543217
PC16 <= 0.8572028
PC18 > -0.0108911
PC21 > -0.5923443
PC62 <= -0.2576277
-> class 1\|0 [0.990]
Rule 34/104: (78.5, lift 22.3)
PC1 > -0.3900895
PC2 <= 2.734492
PC23 <= -2.15646
PC77 > -0.06386657
PC91 <= 0.6395853
-> class 1\|0 [0.987]
Rule 34/105: (179.4/1.4, lift 22.3)
PC1 > -0.3900895
PC6 <= 5.1094
PC12 > 2.665643
PC15 <= -1.265788
PC82 <= 0.2073245
PC88 <= 0.05749534
-> class 1\|0 [0.987]
Rule 34/106: (52.4, lift 22.1)
PC6 > 5.1094
PC12 > 2.665643
PC79 > -0.03708921
PC82 <= 0.2073245
PC88 <= 0.05749534
-> class 1\|0 [0.982]
Rule 34/107: (41.4, lift 22.0)
PC1 > -0.3900895
PC2 <= 2.734492
PC12 > 2.665643
PC19 > 2.547091
PC73 > -0.2849351
PC79 <= -0.03708921
PC88 <= 0.05749534
-> class 1\|0 [0.977]
Rule 34/108: (106.2/4.3, lift 21.5)
PC1 > -0.3900895
PC2 <= 2.734492
PC3 <= 0.8637748
PC8 > -1.4394
PC9 > -0.2464361
PC10 > -0.7514341
PC12 <= 2.665643
PC19 > -1.310209
PC28 <= -0.07149071
-> class 1\|0 [0.951]
Rule 34/109: (9.6, lift 20.6)
PC1 > -0.3900895
PC9 > 0.255966
PC21 > 0.9767466
-> class 1\|0 [0.914]
Rule 34/110: (7.6, lift 20.2)
PC1 > -0.3900895
PC23 <= -2.15646
PC58 > -1.853468
PC73 <= -1.144135
PC77 <= -0.06386657
-> class 1\|0 [0.896]
Rule 34/111: (80.8/13.8, lift 18.5)
PC1 > -0.3900895
PC12 > 2.665643
PC73 <= -0.2849351
PC82 <= 0.2073245
PC88 <= 0.05749534
-> class 1\|0 [0.821]
Rule 34/112: (14.2/2.2, lift 18.1)
PC1 > -0.3900895
PC2 <= 2.734492
PC16 <= 0.8572028
PC23 > -2.15646
PC71 > 1.645404
-> class 1\|0 [0.801]
Rule 34/113: (477.5/235.6, lift 11.4)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.02748807
PC54 > -0.824603
PC83 > -0.4568406
PC94 <= 0.2131758
-> class 1\|0 [0.507]
Rule 34/114: (115.8, lift 18.5)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.02748807
PC83 > -0.4568406
PC94 > 0.2131758
-> class 1\|1 [0.992]
Rule 34/115: (79.8, lift 18.4)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.02748807
PC35 > 0.007608013
PC83 > -0.4568406
PC96 > 0.5008169
-> class 1\|1 [0.988]
Rule 34/116: (148/1.8, lift 18.3)
PC1 > -0.3900895
PC3 <= 0.8637748
PC4 <= 0.8386233
PC9 > -0.2464361
PC10 > -0.7514341
PC11 <= 1.567755
PC12 <= 2.665643
PC19 > -1.310209
PC21 <= 0.9767466
PC23 > -2.15646
PC28 > -0.07149071
PC96 <= 0.1643588
-> class 1\|1 [0.981]
Rule 34/117: (139.5/1.7, lift 18.3)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.02748807
PC37 <= 0.3320616
PC41 <= 0.4214479
PC46 <= 0.9321272
PC49 > 0.03395255
PC83 > -0.4568406
-> class 1\|1 [0.981]
Rule 34/118: (48.6, lift 18.3)
PC2 <= 2.734492
PC4 > 0.8386233
PC10 > -0.7514341
PC12 <= 2.665643
PC16 <= 4.234647
PC88 <= -0.1847392
-> class 1\|1 [0.980]
Rule 34/119: (41, lift 18.2)
PC1 > 8.817184
PC3 <= 0.8637748
PC8 > -3.591267
PC9 <= -0.2464361
PC19 > -1.310209
-> class 1\|1 [0.977]
Rule 34/120: (44.7, lift 18.2)
PC1 > -0.3900895
PC3 <= 0.8637748
PC6 <= -1.250467
PC19 <= -1.310209
PC21 <= 0.9767466
PC57 > -1.338277
-> class 1\|1 [0.976]
Rule 34/121: (56.3/0.5, lift 18.2)
PC6 > 5.1094
PC12 > 2.665643
PC19 <= 2.547091
PC73 > -0.2849351
PC79 <= -0.03708921
-> class 1\|1 [0.974]
Rule 34/122: (74.2/1.6, lift 18.0)
PC2 <= 2.734492
PC3 > 0.8637748
PC12 > 0.8543217
PC12 <= 2.665643
PC16 <= 0.8572028
PC23 > -2.15646
PC61 > -0.6222726
PC62 > -0.2576277
PC90 <= 0.6064029
PC92 <= 0.186399
-> class 1\|1 [0.966]
Rule 34/123: (35.7/0.5, lift 17.9)
PC1 > -0.3900895
PC3 <= 0.8637748
PC19 <= -1.310209
PC21 <= 0.9767466
PC46 > 1.199227
PC57 > -1.338277
-> class 1\|1 [0.961]
Rule 34/124: (61.1/1.5, lift 17.9)
PC1 > -0.3900895
PC2 <= 2.734492
PC12 > 2.665643
PC21 <= 0.9767466
PC75 <= 0.5892207
PC82 > 0.2073245
-> class 1\|1 [0.960]
Rule 34/125: (53.4/1.7, lift 17.7)
PC1 > -0.3900895
PC2 <= 2.734492
PC4 <= 0.8386233
PC21 <= 0.9767466
PC23 <= -2.15646
PC73 > -1.144135
PC77 <= -0.06386657
-> class 1\|1 [0.950]
Rule 34/126: (17, lift 17.7)
PC2 <= 2.734492
PC4 > 0.8386233
PC10 > 0.8814695
PC16 <= 4.234647
PC68 <= 1.05084
PC88 > -0.1847392
-> class 1\|1 [0.947]
Rule 34/127: (133.4/6.9, lift 17.6)
PC1 > -0.3900895
PC3 <= 0.8637748
PC6 > 4.347558
PC8 <= 2.206323
PC9 > -0.2464361
PC12 <= 2.665643
PC19 > -1.310209
-> class 1\|1 [0.942]
Rule 34/128: (16.2/0.1, lift 17.5)
PC2 <= 2.734492
PC3 > 0.8637748
PC4 <= 0.8386233
PC12 <= 0.8543217
PC16 <= 0.8572028
PC23 > -2.15646
PC25 > 0.3001791
-> class 1\|1 [0.939]
Rule 34/129: (14, lift 17.4)
PC2 <= 2.734492
PC4 > 0.8386233
PC9 > -1.915013
PC12 <= 2.665643
PC16 <= 4.234647
PC68 > 1.05084
-> class 1\|1 [0.933]
Rule 34/130: (16.6/0.3, lift 17.4)
PC1 > -0.3900895
PC12 > 2.665643
PC21 <= 0.9767466
PC75 <= 0.5892207
PC88 > 0.05749534
-> class 1\|1 [0.932]
Rule 34/131: (31.8/1.4, lift 17.3)
PC1 > -0.3900895
PC8 > -3.591267
PC12 <= 0.8543217
PC16 <= 0.8572028
PC21 <= 0.9767466
PC97 <= -2.044897
-> class 1\|1 [0.928]
Rule 34/132: (10.7, lift 17.2)
PC2 > 2.734492
PC3 > 1.640775
PC11 <= -0.1177774
PC15 > -0.7574617
PC16 > -0.02748807
-> class 1\|1 [0.920]
Rule 34/133: (6.9, lift 16.5)
PC1 > 7.833367
PC8 > -3.591267
PC10 <= -0.7514341
PC29 <= -0.1040038
-> class 1\|1 [0.888]
Rule 34/134: (8.1/0.2, lift 16.4)
PC3 > 0.8637748
PC12 > 0.8543217
PC12 <= 2.665643
PC16 <= 0.8572028
PC18 <= -0.0108911
PC21 > -0.5923443
PC44 > -0.8173597
PC62 <= -0.2576277
-> class 1\|1 [0.881]
Rule 34/135: (119.6/15.9, lift 16.1)
PC2 > 2.734492
PC3 > 1.640775
PC16 <= -0.02748807
PC24 <= 3.013544
PC37 <= 0.3320616
PC49 <= -0.04830756
PC54 > -0.824603
PC96 <= 0.5008169
-> class 1\|1 [0.861]
Rule 34/136: (6.1/0.2, lift 15.8)
PC1 > -0.3900895
PC6 <= 5.1094
PC12 > 2.665643
PC15 > -1.265788
PC21 <= 0.9767466
PC75 <= 0.5892207
-> class 1\|1 [0.849]
Rule 34/137: (14.3/1.5, lift 15.7)
PC2 > 2.734492
PC3 > 1.640775
PC15 > -0.7574617
PC16 > -0.02748807
PC66 > 0.5054383
-> class 1\|1 [0.844]
Rule 34/138: (17/2.2, lift 15.5)
PC1 > -0.3900895
PC2 <= 2.734492
PC8 > -3.591267
PC16 <= 0.8572028
PC21 <= 0.9767466
PC38 <= -0.5616332
PC66 <= -0.1247848
-> class 1\|1 [0.831]
Rule 34/139: (10.9/3.3, lift 12.5)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC36 > 0.7517435
-> class 1\|1 [0.668]
Rule 34/140: (115.7/0.2, lift 13.1)
PC3 > 0.8637748
PC11 <= -1.705041
PC12 <= 2.665643
PC16 > 0.8572028
PC53 <= 1.044019
-> class 1\|2 [0.990]
Rule 34/141: (33.7, lift 12.9)
PC1 > -0.3900895
PC8 <= -3.591267
PC50 <= -0.5416869
-> class 1\|2 [0.972]
Rule 34/142: (15.3, lift 12.5)
PC1 > -0.3900895
PC2 <= 2.734492
PC8 <= -3.591267
PC70 <= -0.6749045
-> class 1\|2 [0.942]
Rule 34/143: (44.7/2.5, lift 12.2)
PC1 > 7.833367
PC3 <= 1.480363
PC8 > -3.591267
PC10 <= -0.7514341
PC29 > -0.1040038
-> class 1\|2 [0.925]
Rule 34/144: (179.3/18.8, lift 11.8)
PC2 > 2.734492
PC3 > 1.640775
PC16 > -0.02748807
PC83 > -0.01053991
-> class 1\|2 [0.891]
Rule 34/145: (219.4/24.9, lift 11.7)
PC2 > 2.734492
PC3 > 1.640775
PC11 > -0.1177774
PC15 > -0.7574617
PC16 > -0.02748807
PC66 <= 0.5054383
-> class 1\|2 [0.883]
Rule 34/146: (34.6/7.8, lift 10.1)
PC2 > 2.734492
PC3 > 1.640775
PC54 <= -0.824603
-> class 1\|2 [0.760]
Rule 34/147: (68.6/23.7, lift 8.6)
PC2 > 2.734492
PC3 > 1.640775
PC83 <= -0.4568406
-> class 1\|2 [0.649]
Rule 34/148: (3493.1/2362.9, lift 4.3)
PC1 > -0.3900895
PC2 <= 2.734492
PC8 > -3.591267
PC10 > -0.7514341
-> class 1\|2 [0.324]
Rule 34/149: (230.5/0.5, lift 14.3)
PC2 <= 2.734492
PC3 > 0.8637748
PC4 <= 0.8386233
PC5 <= 3.189565
PC11 > -1.705041
PC16 > 0.8572028
PC20 > -1.560748
PC28 <= -0.2225761
PC74 > -1.954591
PC100 <= 0.5062227
-> class 1\|3 [0.994]
Rule 34/150: (105.6, lift 14.3)
PC2 > 2.734492
PC3 > 1.640775
PC15 <= -0.7574617
PC76 > -1.371565
PC83 <= -0.01053991
-> class 1\|3 [0.991]
Rule 34/151: (45.7, lift 14.1)
PC3 > 0.8637748
PC4 <= 0.8386233
PC5 <= 3.189565
PC16 > 0.8572028
PC21 > 0.2642368
-> class 1\|3 [0.979]
Rule 34/152: (78.6/0.9, lift 14.1)
PC2 <= 2.734492
PC3 > 0.8637748
PC4 > -1.728242
PC12 <= 0.8543217
PC13 > -0.1401909
PC16 <= 0.8572028
PC21 <= 0.9767466
PC23 > -2.15646
PC25 <= 0.3001791
PC66 > -0.1247848
PC71 <= 1.645404
PC97 > -2.044897
-> class 1\|3 [0.976]
Rule 34/153: (45.6/0.2, lift 14.0)
PC2 <= 2.734492
PC3 > 0.8637748
PC5 <= 3.189565
PC16 > 0.8572028
PC34 <= -0.7275577
PC98 > -0.9144674
-> class 1\|3 [0.975]
Rule 34/154: (20.1, lift 13.7)
PC2 <= 2.734492
PC3 > 1.480363
PC10 <= -0.7514341
-> class 1\|3 [0.955]
Rule 34/155: (552.5/27.6, lift 13.7)
PC2 <= 2.734492
PC3 > 0.8637748
PC4 <= 0.8386233
PC5 <= 3.189565
PC12 <= 2.665643
PC16 > 0.8572028
PC17 > -0.5843091
PC20 > -1.239455
PC37 > -1.296795
PC53 <= 1.044019
PC74 > -1.954591
PC100 <= 0.5062227
-> class 1\|3 [0.948]
Rule 34/156: (16.7, lift 13.6)
PC1 > -0.3900895
PC6 > 2.138717
PC10 > -0.7514341
PC14 > 1.227332
PC21 > 0.9767466
-> class 1\|3 [0.946]
Rule 34/157: (27.7/1, lift 13.4)
PC1 <= 1.450107
PC2 <= 2.734492
PC3 > 0.8637748
PC4 <= 0.8386233
PC12 <= 0.8543217
PC16 <= 0.8572028
PC25 <= 0.3001791
PC66 > -0.1247848
PC71 <= 1.645404
-> class 1\|3 [0.932]
Rule 34/158: (16.2/0.4, lift 13.3)
PC2 > 2.734492
PC3 > 1.640775
PC15 <= -0.7574617
PC82 > 0.01630287
PC91 > -0.1491941
-> class 1\|3 [0.921]
Rule 34/159: (9.3, lift 13.1)
PC2 <= 2.734492
PC3 > 0.8637748
PC5 <= 3.189565
PC16 > 0.8572028
PC53 <= 1.044019
PC60 <= -0.8591987
PC100 > 0.5062227
-> class 1\|3 [0.912]
Rule 34/160: (11.3/0.2, lift 13.1)
PC1 > -0.3900895
PC2 <= 2.734492
PC3 <= 0.8637748
PC9 > -0.2464361
PC10 > -0.7514341
PC19 > -1.310209
PC21 <= 0.9767466
PC27 > 0.34863
PC96 > 0.1643588
-> class 1\|3 [0.910]
Rule 34/161: (8.3, lift 13.0)
PC2 <= 2.734492
PC3 > 0.8637748
PC16 > 0.8572028
PC65 > 1.019995
-> class 1\|3 [0.903]
Rule 34/162: (101.2/9, lift 13.0)
PC2 > 2.734492
PC3 > 1.640775
PC15 <= -0.7574617
PC91 <= -0.1491941
-> class 1\|3 [0.903]
Rule 34/163: (14.8/0.9, lift 12.8)
PC1 > -0.3900895
PC1 <= 7.833367
PC8 > -3.591267
PC9 <= -1.990747
PC10 <= -0.7514341
-> class 1\|3 [0.887]
Rule 34/164: (6.6/1.1, lift 10.9)
PC3 > 0.8637748
PC12 > 0.8543217
PC16 <= 0.8572028
PC23 > -2.15646
PC44 <= -0.8173597
-> class 1\|3 [0.757]
Rule 34/165: (9.7/3.7, lift 8.5)
PC1 > -0.3900895
PC12 > 2.665643
PC21 <= 0.9767466
PC75 > 0.5892207
-> class 1\|3 [0.593]
Rule 34/166: (109.3, lift 11.8)
PC1 > -0.3900895
PC8 > -3.591267
PC9 <= 0.255966
PC14 <= 0.2779754
PC21 > 0.9767466
PC71 > -0.6657452
-> class 2\|0 [0.991]
Rule 34/167: (755/40.2, lift 11.2)
PC8 > 1.287458
PC9 <= 3.152035
PC11 > -0.4963262
PC17 > -0.7005863
PC21 > 0.1962566
PC27 > -0.7343959
PC30 <= 0.4241929
PC31 > -0.9956874
PC36 <= 0.3732723
PC41 <= 1.301439
PC46 <= 1.501285
PC56 <= 0.2926674
PC59 <= 0.2586897
PC61 > -0.7454011
PC63 <= 0.1414055
PC74 > -0.6437991
PC99 <= 1.290044
-> class 2\|0 [0.946]
Rule 34/168: (26.9/2, lift 10.6)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC19 > -3.03778
PC32 > 1.07177
PC44 <= 0.4799442
PC52 > 0.1692262
-> class 2\|0 [0.895]
Rule 34/169: (255.9/34.8, lift 10.2)
PC1 <= -0.3900895
PC8 > -0.5441133
PC19 <= -1.732441
PC44 > 0.4799442
-> class 2\|0 [0.861]
Rule 34/170: (2130.3/1105, lift 5.7)
PC1 <= -0.3900895
PC3 > -1.68139
PC8 > 1.287458
-> class 2\|0 [0.481]
Rule 34/171: (1425.7/910.2, lift 4.3)
PC1 > -0.3900895
PC2 <= 2.734492
PC8 > -3.591267
PC10 <= -0.7514341
-> class 2\|0 [0.362]
Rule 34/172: (156.8, lift 10.9)
PC1 <= -0.3900895
PC8 > 1.287458
PC10 > -0.2289424
PC12 <= 1.006911
PC20 > 0.04402102
PC37 > 0.01077121
PC78 <= 0.6363984
-> class 2\|1 [0.993]
Rule 34/173: (115.7, lift 10.8)
PC1 <= -0.3900895
PC8 > 1.287458
PC46 > -0.6744001
PC57 > -0.7809986
PC61 <= -0.7454011
PC63 <= 0.1414055
-> class 2\|1 [0.992]
Rule 34/174: (100, lift 10.8)
PC1 <= -0.3900895
PC8 > 1.287458
PC12 <= 1.006911
PC20 > 0.04402102
PC35 <= -0.3021385
-> class 2\|1 [0.990]
Rule 34/175: (169.2/0.7, lift 10.8)
PC1 <= -0.3900895
PC8 > 2.272961
PC10 > -0.2289424
PC12 <= 1.006911
PC20 > 0.04402102
PC40 > -1.644845
-> class 2\|1 [0.990]
Rule 34/176: (91.2, lift 10.8)
PC1 <= -0.3900895
PC8 > 1.287458
PC30 > 0.4241929
PC63 <= 0.1414055
-> class 2\|1 [0.989]
Rule 34/177: (73.1, lift 10.8)
PC2 <= -9.55354
-> class 2\|1 [0.987]
Rule 34/178: (101.6/0.4, lift 10.8)
PC1 <= -0.3900895
PC8 > 1.287458
PC9 <= 3.152035
PC41 > 1.301439
PC96 > -0.1801059
-> class 2\|1 [0.986]
Rule 34/179: (67.5, lift 10.8)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC12 <= -1.672451
PC23 <= -0.2976879
-> class 2\|1 [0.986]
Rule 34/180: (58.6, lift 10.8)
PC1 <= -0.3900895
PC3 > -1.68139
PC8 > 1.287458
PC11 > -0.4963262
PC41 <= 1.301439
PC46 > -0.6744001
PC56 > 0.2926674
PC63 <= 0.1414055
-> class 2\|1 [0.983]
Rule 34/181: (52.3, lift 10.7)
PC1 <= -0.3900895
PC8 > 1.287458
PC8 <= 2.272961
PC10 > -0.2289424
PC37 <= 0.01077121
PC42 > -0.06094555
-> class 2\|1 [0.982]
Rule 34/182: (49.1, lift 10.7)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC30 <= 0.4316063
PC44 <= 0.4799442
PC55 <= -0.5719663
PC62 > -1.318669
PC63 > -0.2255546
PC89 <= 0.4015262
-> class 2\|1 [0.980]
Rule 34/183: (39.2, lift 10.7)
PC1 <= -0.3900895
PC8 > 1.287458
PC27 <= -0.7343959
PC70 > -0.04150526
-> class 2\|1 [0.976]
Rule 34/184: (77.7/1, lift 10.7)
PC1 <= -0.3900895
PC3 > -1.68139
PC8 > 1.287458
PC20 <= 0.04402102
PC46 > 1.501285
-> class 2\|1 [0.975]
Rule 34/185: (34.6, lift 10.6)
PC2 <= 2.734492
PC8 > -0.5441133
PC19 > -1.732441
PC44 > 0.4799442
PC58 > -0.08795696
PC87 <= -0.6995752
-> class 2\|1 [0.973]
Rule 34/186: (35.1, lift 10.6)
PC1 <= -0.3900895
PC8 > 1.287458
PC11 <= -0.9337804
PC17 > -0.7005863
PC20 <= 0.04402102
-> class 2\|1 [0.973]
Rule 34/187: (128.4/2.5, lift 10.6)
PC1 <= -0.3900895
PC8 > 1.287458
PC20 <= 0.04402102
PC55 <= 0.7306253
PC59 > 0.2586897
PC70 > -0.04150526
-> class 2\|1 [0.973]
Rule 34/188: (30.4, lift 10.6)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC36 <= 0.7517435
PC44 <= 0.4799442
PC97 > 0.449579
-> class 2\|1 [0.969]
Rule 34/189: (82.9/1.7, lift 10.6)
PC1 <= -0.3900895
PC8 > 1.287458
PC9 > 3.152035
-> class 2\|1 [0.968]
Rule 34/190: (68.2/1.8, lift 10.5)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC32 > 1.07177
PC36 <= 0.7517435
PC52 <= 0.1692262
-> class 2\|1 [0.961]
Rule 34/191: (32.3/0.4, lift 10.5)
PC1 <= -0.3900895
PC8 > 1.287458
PC20 <= 0.04402102
PC57 <= -0.7809986
-> class 2\|1 [0.960]
Rule 34/192: (21.8, lift 10.5)
PC1 > -0.3900895
PC8 > -3.591267
PC10 > -0.7514341
PC14 > 0.2779754
PC14 <= 1.227332
PC21 > 0.9767466
-> class 2\|1 [0.958]
Rule 34/193: (19.1, lift 10.4)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > 0.9539154
PC8 <= 1.287458
PC44 > 0.4799442
PC58 > -0.08795696
-> class 2\|1 [0.953]
Rule 34/194: (46.5/1.3, lift 10.4)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC28 > 0.102115
PC44 > 0.4799442
-> class 2\|1 [0.953]
Rule 34/195: (36.6/0.9, lift 10.4)
PC1 <= -0.3900895
PC8 > 1.287458
PC17 > -0.7005863
PC20 <= 0.04402102
PC41 <= 1.301439
PC74 <= -0.6437991
-> class 2\|1 [0.952]
Rule 34/196: (144.7/6.2, lift 10.4)
PC1 <= -0.3900895
PC8 > 1.287458
PC20 > 0.04402102
PC40 > -1.644845
PC72 <= -0.227784
-> class 2\|1 [0.951]
Rule 34/197: (61.3/2.3, lift 10.4)
PC1 <= -0.3900895
PC8 > 1.287458
PC11 > -0.9337804
PC11 <= -0.4963262
PC17 > -0.7005863
PC46 > -0.6744001
PC63 <= 0.1414055
PC70 > -0.04150526
-> class 2\|1 [0.948]
Rule 34/198: (135.7/6.9, lift 10.3)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC30 > 0.4316063
PC44 <= 0.4799442
-> class 2\|1 [0.943]
Rule 34/199: (94.6/4.5, lift 10.3)
PC8 > 1.287458
PC17 <= -0.7005863
PC21 > 1.067859
-> class 2\|1 [0.943]
Rule 34/200: (47.6/2.2, lift 10.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC44 <= 0.4799442
PC53 <= -1.280072
-> class 2\|1 [0.936]
Rule 34/201: (13.3, lift 10.2)
PC1 <= -0.3900895
PC8 > 1.287458
PC36 > 0.3732723
PC70 > -0.04150526
PC99 <= 1.290044
-> class 2\|1 [0.935]
Rule 34/202: (81.8/4.5, lift 10.2)
PC1 <= -0.3900895
PC8 > 1.287458
PC20 <= 0.04402102
PC21 <= 0.1962566
PC39 > 0.08141311
PC56 <= 0.2926674
PC59 <= 0.2586897
PC70 > -0.04150526
-> class 2\|1 [0.934]
Rule 34/203: (57.3/3, lift 10.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC11 > -0.9337804
PC20 <= 0.04402102
PC41 <= 1.301439
PC57 > -0.7809986
PC74 > -0.6437991
PC99 > 1.290044
-> class 2\|1 [0.933]
Rule 34/204: (30.4/1.2, lift 10.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC19 > -1.732441
PC44 > 0.4799442
PC56 <= -0.747728
PC58 <= -0.08795696
-> class 2\|1 [0.932]
Rule 34/205: (20.2/0.5, lift 10.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC27 > 0.1327511
PC36 <= 0.7517435
PC89 > 0.4015262
-> class 2\|1 [0.931]
Rule 34/206: (11.1, lift 10.1)
PC1 > -0.3900895
PC1 <= 8.817184
PC3 <= 0.8637748
PC8 > -3.591267
PC9 <= -0.2464361
PC10 > -0.7514341
PC19 > -1.310209
PC87 <= -0.498421
-> class 2\|1 [0.924]
Rule 34/207: (26/1.1, lift 10.1)
PC1 > -0.3900895
PC8 > -3.591267
PC21 > 0.9767466
PC71 <= -0.6657452
-> class 2\|1 [0.924]
Rule 34/208: (110.6/8.5, lift 10.0)
PC1 <= -0.3900895
PC8 > 1.287458
PC17 > -0.7005863
PC20 <= 0.04402102
PC41 <= 1.301439
PC63 > 0.1414055
PC80 <= 0.48292
-> class 2\|1 [0.916]
Rule 34/209: (24.6/1.3, lift 10.0)
PC1 <= -0.3900895
PC8 > 0.5112364
PC8 <= 1.287458
PC19 > -1.732441
PC44 > 0.4799442
PC58 <= -0.08795696
-> class 2\|1 [0.913]
Rule 34/210: (78.6/7.4, lift 9.8)
PC1 <= -0.3900895
PC2 <= 2.734492
PC27 <= -0.7546553
PC99 > 1.202765
-> class 2\|1 [0.895]
Rule 34/211: (35.7/5.6, lift 9.0)
PC1 > -0.3900895
PC1 <= 8.817184
PC3 <= 0.8637748
PC8 > 0.5831117
PC9 <= -0.2464361
PC21 <= 0.9767466
-> class 2\|1 [0.824]
Rule 34/212: (725.2/226, lift 7.5)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC12 > -1.672451
PC32 <= 1.07177
PC36 <= 0.7517435
PC41 > -0.4888412
PC44 <= 0.4799442
PC46 > -0.9332971
PC55 > -0.5719663
PC63 > -0.2255546
PC89 <= 0.4015262
PC93 <= 0.5694886
-> class 2\|1 [0.688]
Rule 34/213: (66, lift 11.4)
PC1 <= -0.3900895
PC2 > -9.55354
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 0.02357382
PC12 > -1.672451
PC30 <= 0.4316063
PC32 <= 1.07177
PC36 <= 0.7517435
PC44 <= 0.4799442
PC55 > -0.5719663
PC62 > -1.318669
PC63 > -0.2255546
PC72 <= 1.284492
PC89 <= 0.4015262
PC94 <= 0.4061756
-> class 2\|2 [0.985]
Rule 34/214: (63.4, lift 11.4)
PC1 > -0.3900895
PC1 <= 8.817184
PC3 <= 0.8637748
PC8 > -3.591267
PC8 <= 0.5831117
PC12 <= 2.665643
PC19 > -1.310209
PC21 <= 0.9767466
PC47 <= -0.07842429
PC85 <= -0.5519217
PC87 > -0.498421
-> class 2\|2 [0.985]
Rule 34/215: (60.6, lift 11.4)
PC1 <= -0.3900895
PC8 <= -0.5441133
PC12 <= 4.619146
PC43 <= -1.576828
PC57 <= 0.2623518
PC64 > -0.3020408
-> class 2\|2 [0.984]
Rule 34/216: (51.9, lift 11.4)
PC8 > -3.393956
PC8 <= -0.5441133
PC26 <= 3.100815
PC38 > -0.6032428
PC41 > 3.298649
PC57 <= 0.2623518
PC73 <= 1.315055
-> class 2\|2 [0.981]
Rule 34/217: (40.4, lift 11.3)
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC46 > -0.9332971
PC55 > -0.5719663
PC63 > -0.2255546
PC93 > 0.5694886
PC97 <= 0.449579
-> class 2\|2 [0.976]
Rule 34/218: (39.7, lift 11.3)
PC1 <= -0.3900895
PC2 > -9.55354
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC12 <= 1.804326
PC32 <= 1.07177
PC53 > -1.280072
PC55 <= 0.5486237
PC63 > -0.2255546
PC69 > 0.1061335
PC88 > -0.3488128
PC94 <= 0.4061756
-> class 2\|2 [0.976]
Rule 34/219: (96.9/1.5, lift 11.3)
PC1 <= -0.3900895
PC2 > -9.55354
PC8 > -0.5441133
PC8 <= 1.287458
PC30 <= 0.4316063
PC32 <= 1.07177
PC41 <= -0.4888412
PC55 > -0.5719663
PC62 > -1.318669
PC63 > -0.2255546
PC88 > -0.3488128
PC89 <= 0.4015262
PC97 <= 0.449579
-> class 2\|2 [0.975]
Rule 34/220: (34.7, lift 11.3)
PC2 > -8.80423
PC2 <= 2.734492
PC6 <= 6.78757
PC8 > -3.393956
PC8 <= -0.5441133
PC19 > -2.848473
PC26 <= 3.100815
PC27 <= -0.3814706
PC38 > -0.6032428
PC57 <= 0.2623518
PC87 > 0.07173181
-> class 2\|2 [0.973]
Rule 34/221: (131.7/3.5, lift 11.2)
PC1 <= -0.3900895
PC6 <= 6.78757
PC8 > -3.393956
PC8 <= -0.5441133
PC10 > -0.4849266
PC19 > -2.848473
PC35 <= 0.7092256
PC38 > -0.6032428
PC47 > -0.5152573
PC57 > -0.1186391
PC57 <= 0.2623518
PC64 > -0.3020408
PC85 <= 1.654441
PC87 <= 0.07173181
-> class 2\|2 [0.966]
Rule 34/222: (113.9/3.1, lift 11.2)
PC8 > -3.393956
PC8 <= -0.5441133
PC9 > 6.396509
PC12 <= 4.619146
PC19 > -2.848473
PC57 <= 0.2623518
PC73 <= 1.315055
-> class 2\|2 [0.965]
Rule 34/223: (74.6/1.8, lift 11.1)
PC3 > -1.442713
PC8 > 1.287458
PC8 <= 2.272961
PC18 > -0.3096196
PC20 > 0.1088435
PC35 > -0.3021385
PC37 <= 0.01077121
PC42 <= -0.06094555
PC54 > -0.9593917
PC72 > -0.227784
-> class 2\|2 [0.963]
Rule 34/224: (25.4, lift 11.1)
PC8 > -3.393956
PC8 <= -0.5441133
PC9 > 11.4065
PC32 <= 1.579936
PC57 > 0.2623518
-> class 2\|2 [0.963]
Rule 34/225: (35.8/0.5, lift 11.1)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > -1.672451
PC30 <= 0.4316063
PC36 <= 0.7517435
PC44 <= 0.4799442
PC55 > -0.5719663
PC63 > -0.2255546
PC72 <= 1.284492
PC89 <= 0.4015262
PC93 <= -0.3095275
PC94 <= 0.4061756
-> class 2\|2 [0.961]
Rule 34/226: (35.2/0.5, lift 11.1)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC44 <= 0.4799442
PC55 > -0.5719663
PC74 <= -0.8045444
PC94 <= 0.4061756
-> class 2\|2 [0.959]
Rule 34/227: (21.6, lift 11.1)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC8 <= -0.5441133
PC36 <= -1.352494
-> class 2\|2 [0.958]
Rule 34/228: (62.9/1.8, lift 11.1)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 <= 1.287458
PC12 > -1.672451
PC32 <= 1.07177
PC41 > -0.4888412
PC44 <= 0.4799442
PC46 > -0.4401321
PC55 > -0.5719663
PC63 > -0.2255546
PC72 <= 1.284492
PC76 <= -0.2760262
PC97 <= 0.449579
-> class 2\|2 [0.957]
Rule 34/229: (20.7, lift 11.1)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC12 > 1.804326
PC30 <= 0.4316063
PC44 <= 0.4799442
PC55 > -0.5719663
PC62 > -1.318669
PC72 <= 1.284492
PC89 <= 0.4015262
PC94 <= 0.4061756
-> class 2\|2 [0.956]
Rule 34/230: (267.8/14.3, lift 10.9)
PC1 <= -0.3900895
PC2 > -8.80423
PC2 <= 2.734492
PC6 <= 6.78757
PC8 > -3.393956
PC8 <= -0.5441133
PC12 <= 4.619146
PC15 > -2.265892
PC19 > -2.848473
PC26 <= 3.100815
PC33 > -0.400749
PC37 > -0.801118
PC38 > -0.6032428
PC57 <= -0.1186391
PC73 <= 1.315055
-> class 2\|2 [0.943]
Rule 34/231: (70.8/3.5, lift 10.9)
PC2 > -8.80423
PC2 <= 2.734492
PC6 <= -0.2494149
PC7 <= -0.3795443
PC8 > -3.393956
PC8 <= -0.5441133
PC19 > -2.848473
PC30 > 0.2690453
PC49 <= 0.05632595
-> class 2\|2 [0.939]
Rule 34/232: (48.4/2.1, lift 10.9)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 0.9539154
PC19 > -1.732441
PC28 <= 0.102115
PC44 > 0.5355555
PC58 > -0.08795696
PC87 > -0.6995752
-> class 2\|2 [0.939]
Rule 34/233: (20.7/0.5, lift 10.8)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC12 <= 4.619146
PC38 > -0.6032428
PC56 <= -0.7775978
PC57 <= 0.2623518
PC73 <= 1.315055
-> class 2\|2 [0.936]
Rule 34/234: (278.2/17.8, lift 10.8)
PC1 <= -0.3900895
PC2 <= -0.7700333
PC8 > -0.5441133
PC8 <= 1.287458
PC12 <= -1.672451
PC23 > -0.2976879
PC44 <= 0.4799442
PC53 > -1.280072
-> class 2\|2 [0.933]
Rule 34/235: (135/9.9, lift 10.7)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -0.5441133
PC8 <= 1.287458
PC32 <= 1.07177
PC44 <= 0.4799442
PC46 > -0.4401321
PC53 > -1.280072
PC89 > 0.4015262
PC97 <= 0.449579
-> class 2\|2 [0.921]
Rule 34/236: (9.1/0.2, lift 10.4)
PC1 <= -0.3900895
PC8 > -3.393956
PC8 <= -0.5441133
PC19 <= -2.848473
PC57 <= -0.4370808
-> class 2\|2 [0.895]
Rule 34/237: (64/6, lift 10.3)
PC1 <= -0.3900895
PC8 > -3.393956
PC8 <= -0.5441133
PC17 > -0.3553776
PC19 > 2.627846
PC32 <= 1.579936
-> class 2\|2 [0.894]
Rule 34/238: (104.8/11.3, lift 10.2)
PC8 > -3.393956
PC8 <= -0.5441133
PC19 > 3.164775
PC57 <= 0.2623518
PC64 > -0.3020408
-> class 2\|2 [0.885]
Rule 34/239: (84.4/11.3, lift 9.9)
PC1 <= -0.3900895
PC2 <= 2.734492
PC6 <= -0.2494149
PC7 > -0.3795443
PC8 <= -0.5441133
PC9 <= 11.4065
PC19 > -2.848473
PC49 <= 0.05632595
PC77 > -0.6734199
-> class 2\|2 [0.858]
Rule 34/240: (4.8, lift 9.9)
PC1 <= -0.3900895
PC8 > 1.287458
PC17 <= -0.7005863
PC21 <= 1.067859
-> class 2\|2 [0.852]
Rule 34/241: (4.5, lift 9.8)
PC2 <= 2.734492
PC8 > -3.393956
PC27 > -0.7546553
PC71 > 11.85997
-> class 2\|2 [0.846]
Rule 34/242: (11.7/1.1, lift 9.8)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC8 <= -0.5441133
PC49 <= 0.05632595
PC53 <= -1.430801
PC57 > 0.2623518
PC77 > -0.6734199
-> class 2\|2 [0.846]
Rule 34/243: (55.7/8.1, lift 9.7)
PC2 <= 2.734492
PC6 <= -0.2494149
PC8 > -3.393956
PC8 <= -0.5441133
PC32 <= 1.579936
PC49 <= 0.05632595
PC57 > 0.2623518
PC77 <= -0.6734199
-> class 2\|2 [0.842]
Rule 34/244: (67.3/12, lift 9.4)
PC1 <= -0.3900895
PC2 <= 2.734492
PC3 > -1.68139
PC20 > 0.04402102
PC40 <= -1.644845
-> class 2\|2 [0.812]
Rule 34/245: (35.8/6.7, lift 9.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC8 <= -0.5441133
PC32 <= 1.579936
PC52 <= -0.4758356
-> class 2\|2 [0.798]
Rule 34/246: (45.2/10.2, lift 8.8)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 <= -0.5441133
PC46 > 0.413817
PC60 <= -0.7855141
-> class 2\|2 [0.762]
Rule 34/247: (36.6/17.8, lift 5.9)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC8 <= -0.5441133
PC28 > -0.2738551
PC32 > 1.579936
PC57 > 0.2623518
-> class 2\|2 [0.513]
Rule 34/248: (113.3, lift 8.5)
PC1 <= -0.3900895
PC8 <= -3.393956
PC16 > 0.3730076
PC53 <= 2.482198
PC87 > -2.195476
-> class 2\|3 [0.991]
Rule 34/249: (90.3, lift 8.5)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 > -3.393956
PC8 <= -0.5441133
PC11 <= -1.443844
PC19 > -2.848473
PC44 > 0.01600109
PC45 <= 0.4991417
PC96 > 0.2514117
-> class 2\|3 [0.989]
Rule 34/250: (67.2, lift 8.5)
PC1 <= -0.3900895
PC8 <= -3.393956
PC93 <= 0.3298733
PC94 > 0.8244115
-> class 2\|3 [0.986]
Rule 34/251: (66.3, lift 8.5)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 <= -0.5441133
PC9 <= 6.396509
PC12 <= 4.619146
PC47 <= -0.5152573
PC57 > -0.1186391
PC57 <= 0.2623518
-> class 2\|3 [0.985]
Rule 34/252: (51.2, lift 8.4)
PC1 <= -0.3900895
PC8 <= -3.393956
PC46 > 0.413817
PC60 > -0.7855141
-> class 2\|3 [0.981]
Rule 34/253: (364.7/11.7, lift 8.3)
PC1 <= -0.3900895
PC2 <= 2.734492
PC6 > -0.2494149
PC8 > -3.393956
PC8 <= -0.5441133
PC17 <= -0.3553776
PC45 <= 0.4991417
PC52 > -0.4758356
PC57 > 0.2623518
PC71 <= 11.85997
-> class 2\|3 [0.965]
Rule 34/254: (10.4, lift 7.9)
PC1 > -0.3900895
PC3 <= 0.8637748
PC9 <= -0.2464361
PC19 > -1.310209
PC47 > -0.07842429
PC85 <= -0.5519217
-> class 2\|3 [0.919]
Rule 34/255: (41.2/3.9, lift 7.6)
PC1 > -0.3900895
PC1 <= 8.817184
PC3 <= 0.8637748
PC8 > -3.591267
PC8 <= 0.5831117
PC9 <= -0.2464361
PC19 > -1.310209
PC85 > -0.5519217
PC87 > -0.498421
-> class 2\|3 [0.888]
Rule 34/256: (6.8, lift 7.6)
PC1 > -0.3900895
PC3 <= 0.8637748
PC8 <= -1.4394
PC9 > -0.2464361
PC19 > -1.310209
-> class 2\|3 [0.886]
Rule 34/257: (12456.2/10135, lift 1.6)
PC2 <= 2.734492
-> class 2\|3 [0.186]
Rule 34/258: (171.7/1.2, lift 19.9)
PC1 > -0.3900895
PC2 <= 2.734492
PC8 <= -3.591267
PC14 <= 1.576791
PC31 > -0.2692264
PC43 > 0.002640024
-> class 2\|4 [0.987]
Rule 34/259: (176.6/2.2, lift 19.8)
PC8 <= -3.393956
PC16 <= 0.3730076
PC22 > -1.646191
PC44 > 0.9307793
PC46 <= 0.413817
PC89 <= 0.8710656
PC96 <= 0.2890086
-> class 2\|4 [0.982]
Rule 34/260: (47, lift 19.8)
PC1 <= -0.3900895
PC8 > -3.393956
PC8 <= -0.5441133
PC14 > 0.5122371
PC19 <= -2.848473
PC57 > -0.4370808
PC96 > 0.01124012
-> class 2\|4 [0.980]
Rule 34/261: (50.8/0.1, lift 19.7)
PC8 <= -3.393956
PC53 > 2.482198
-> class 2\|4 [0.979]
Rule 34/262: (48.4/1.2, lift 19.3)
PC2 <= 2.734492
PC8 <= -3.393956
PC16 <= 0.3730076
PC26 <= 3.239936
PC44 > 0.1606775
PC46 <= 0.413817
PC72 > -0.4841204
PC85 > -0.4749953
PC93 > 0.3298733
-> class 2\|4 [0.956]
Rule 34/263: (133.1/8.3, lift 18.8)
PC2 <= 2.734492
PC7 > -3.133264
PC8 <= -0.5441133
PC16 <= 0.3730076
PC26 <= 3.239936
PC36 > 0.4829955
PC46 <= 0.413817
PC72 > -0.4841204
PC85 > -0.4749953
PC93 <= 0.3298733
PC95 <= 0.05163285
-> class 2\|4 [0.932]
Rule 34/264: (394.6/29.3, lift 18.6)
PC7 > -3.133264
PC8 <= -3.393956
PC16 <= 0.3730076
PC22 > -1.646191
PC36 <= 0.4829955
PC41 <= 0.003444728
PC45 <= 0.1540567
PC46 <= 0.413817
PC72 > -0.4841204
PC85 > -0.4749953
PC86 > -0.5817553
PC89 <= 0.8710656
PC93 <= 0.3298733
PC94 <= 0.8244115
PC95 <= 0.4698053
PC96 <= 0.2890086
-> class 2\|4 [0.924]
Rule 34/265: (88/7, lift 18.4)
PC1 <= -0.3900895
PC6 > -0.2494149
PC8 > -3.393956
PC11 <= -1.443844
PC17 > -0.3553776
PC19 <= 2.627846
PC22 > -0.7511848
PC44 > 0.01600109
-> class 2\|4 [0.912]
Rule 34/266: (37.7/2.7, lift 18.3)
PC1 <= -0.3900895
PC8 <= -0.5441133
PC19 <= -2.848473
PC23 <= 1.170545
PC96 <= 0.01124012
-> class 2\|4 [0.907]
Rule 34/267: (5.9, lift 17.6)
PC1 <= -0.3900895
PC2 <= 2.734492
PC6 > -0.2494149
PC8 <= -0.5441133
PC29 <= 0.3446466
PC45 > 0.4991417
PC57 > 0.2623518
-> class 2\|4 [0.873]
Rule 34/268: (35.1/8.9, lift 14.8)
PC8 <= -0.5441133
PC9 <= 6.396509
PC28 > -0.2738551
PC38 <= -0.6032428
PC52 <= -0.2863113
PC57 <= 0.2623518
PC73 <= 1.315055
-> class 2\|4 [0.734]
Rule 34/269: (26.7/11.8, lift 11.2)
PC1 <= -0.3900895
PC2 <= 2.734492
PC8 <= -0.5441133
PC9 <= 11.4065
PC29 > 0.3446466
PC52 > -0.4758356
PC57 > 0.2623518
-> class 2\|4 [0.554]
Default class: 2\|3
----- Trial 35: -----
Rules:
Rule 35/1: (124.3, lift 14.6)
PC9 > -0.3399072
PC13 <= 0.4816275
PC18 > 2.111802
PC27 <= -0.7477313
PC50 > -0.5393801
PC93 > 0.5911301
-> class 0\|0 [0.992]
Rule 35/2: (157.4/1.3, lift 14.5)
PC9 > -0.3399072
PC18 > 2.111802
PC27 <= -0.7477313
PC56 <= 1.207356
PC76 <= -0.5971516
-> class 0\|0 [0.985]
Rule 35/3: (55.2, lift 14.4)
PC9 > -0.3399072
PC18 > 2.111802
PC21 <= -0.8659161
PC93 > 0.657496
-> class 0\|0 [0.983]
Rule 35/4: (46, lift 14.4)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 2.111802
PC62 <= -1.128852
PC80 > -0.1638486
PC82 > -0.3786945
-> class 0\|0 [0.979]
Rule 35/5: (42.6, lift 14.3)
PC8 > 0.2402447
PC18 > 2.111802
PC53 <= 1.213422
PC82 > -0.3786945
-> class 0\|0 [0.978]
Rule 35/6: (41.2, lift 14.3)
PC3 > -0.6814601
PC18 > 2.111802
PC22 <= 1.523485
-> class 0\|0 [0.977]
Rule 35/7: (44.3/0.1, lift 14.3)
PC13 <= 0.4816275
PC18 > 2.111802
PC21 > -0.8659161
PC27 <= -0.7477313
PC53 > 1.213422
PC56 <= 1.207356
-> class 0\|0 [0.976]
Rule 35/8: (262.6/6.4, lift 14.3)
PC6 > -0.3998562
PC9 > -0.3399072
PC15 > -0.2930385
PC18 > 2.111802
PC22 > -0.4960029
PC46 <= 0.2311679
PC56 <= 1.207356
PC80 <= -0.1638486
-> class 0\|0 [0.972]
Rule 35/9: (34.9, lift 14.3)
PC9 > -0.3399072
PC18 > 2.111802
PC20 > 5.37556
PC56 <= 1.207356
-> class 0\|0 [0.972]
Rule 35/10: (44.3/0.4, lift 14.2)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 2.111802
PC22 > 1.523485
PC52 <= 3.92628
PC80 > -0.1638486
-> class 0\|0 [0.971]
Rule 35/11: (106.4/2.7, lift 14.2)
PC2 > 2.526915
PC9 > -0.3399072
PC13 > -0.9999362
PC18 > 0.1693852
PC18 <= 2.111802
PC22 > -0.9856903
PC42 <= 1.231999
PC48 > 0.3453036
PC87 <= 0.1198898
-> class 0\|0 [0.965]
Rule 35/12: (283.3/9.6, lift 14.1)
PC9 > -0.3399072
PC18 > 2.111802
PC56 <= 1.207356
PC82 <= -0.3786945
PC99 <= 0.857768
PC100 <= 0.8804412
-> class 0\|0 [0.963]
Rule 35/13: (70.9/1.9, lift 14.1)
PC9 <= -0.3399072
PC13 <= 11.33877
PC14 > -2.881392
PC18 > 4.159385
PC36 > -3.027431
PC57 > -2.686164
PC74 > -0.2277975
PC75 <= 1.190146
PC82 <= 1.44563
-> class 0\|0 [0.960]
Rule 35/14: (306.5/15, lift 13.9)
PC4 > -9.391271
PC6 > -0.3998562
PC9 > -0.3399072
PC15 > -0.2930385
PC18 > 2.111802
PC22 > -0.4960029
PC56 <= 1.207356
PC76 <= -0.04087816
PC80 <= -0.1638486
PC91 <= 2.635925
PC98 > -2.16219
-> class 0\|0 [0.948]
Rule 35/15: (309/15.7, lift 13.9)
PC4 > -9.391271
PC9 > -0.3399072
PC15 > -0.2930385
PC18 > 2.111802
PC21 > -0.8659161
PC22 > -0.4960029
PC47 <= 0.632978
PC56 <= 1.207356
PC80 <= -0.1638486
PC91 <= 2.635925
PC98 > -2.16219
-> class 0\|0 [0.946]
Rule 35/16: (12.4, lift 13.7)
PC9 > -0.3399072
PC18 > 2.111802
PC50 <= -0.5393801
PC56 <= 1.207356
PC80 > -0.1638486
PC82 > -0.3786945
-> class 0\|0 [0.931]
Rule 35/17: (10.7, lift 13.5)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 2.111802
PC70 > 2.91589
PC80 > -0.1638486
-> class 0\|0 [0.922]
Rule 35/18: (10.4, lift 13.5)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 2.111802
PC61 <= -1.199417
PC80 > -0.1638486
PC82 > -0.3786945
-> class 0\|0 [0.920]
Rule 35/19: (67.1/5.4, lift 13.3)
PC9 > -0.3399072
PC13 <= 0.4816275
PC18 > 2.111802
PC20 <= 5.37556
PC21 > -0.8659161
PC22 <= 1.523485
PC50 > -0.5393801
PC56 <= 1.207356
PC82 > -0.3786945
PC98 > -2.16219
PC100 > 0.1796041
-> class 0\|0 [0.908]
Rule 35/20: (8.8, lift 13.3)
PC2 > 2.526915
PC3 <= 1.640775
PC9 > -0.3399072
PC13 > -0.9999362
PC18 > 0.1693852
PC28 <= -0.09942041
PC86 <= -1.670154
PC87 <= 0.1198898
PC98 <= 0.9797398
-> class 0\|0 [0.907]
Rule 35/21: (7.6, lift 13.2)
PC1 > -0.4596291
PC2 > 2.526915
PC3 <= 1.640775
PC18 > 0.1693852
PC18 <= 2.111802
PC87 > 0.1198898
PC89 > -0.8150468
-> class 0\|0 [0.896]
Rule 35/22: (73.4/6.8, lift 13.2)
PC2 > 2.526915
PC13 <= 0.4816275
PC18 > 0.1693852
PC27 <= -0.7477313
PC50 > -0.5393801
PC53 <= -0.6365137
PC56 <= 1.207356
-> class 0\|0 [0.896]
Rule 35/23: (13.5/0.7, lift 13.1)
PC2 > 2.526915
PC9 > -0.3399072
PC13 <= -0.9999362
PC18 > 0.1693852
PC22 > -0.9856903
PC37 > 1.546067
PC42 <= 1.231999
PC89 > -0.8150468
-> class 0\|0 [0.893]
Rule 35/24: (22/1.6, lift 13.1)
PC2 > 2.526915
PC7 <= -0.7646611
PC18 > -2.517164
PC18 <= 0.1693852
PC90 <= -1.863633
-> class 0\|0 [0.891]
Rule 35/25: (79.4/8.8, lift 12.9)
PC2 > 2.526915
PC3 <= 1.640775
PC9 > -0.3399072
PC13 > -0.9999362
PC18 > 0.1693852
PC18 <= 2.111802
PC22 > -0.9856903
PC28 > -0.09942041
PC42 <= 1.231999
PC87 <= 0.1198898
PC89 > -0.8150468
-> class 0\|0 [0.880]
Rule 35/26: (4.7, lift 12.5)
PC2 > 2.526915
PC3 > 0.7363257
PC3 <= 1.640775
PC18 > 0.1693852
-> class 0\|0 [0.850]
Rule 35/27: (40.1/6.8, lift 12.0)
PC9 > -0.3399072
PC17 <= 0.163856
PC18 > 2.111802
PC21 > -0.8659161
PC27 <= -0.7477313
PC76 > -0.5971516
PC100 <= 0.1796041
-> class 0\|0 [0.815]
Rule 35/28: (87.7, lift 11.9)
PC2 > 2.526915
PC3 > -1.789285
PC3 <= 1.640775
PC7 > -0.7646611
PC13 <= 1.630104
PC15 > -0.1307071
PC18 > -1.136285
PC18 <= 0.1693852
PC28 <= 0.03125787
PC71 > -0.2511004
-> class 0\|1 [0.989]
Rule 35/29: (36.8, lift 11.7)
PC9 <= -0.3399072
PC30 > 5.418328
PC46 <= 2.26159
-> class 0\|1 [0.974]
Rule 35/30: (27.1, lift 11.6)
PC9 > -0.3399072
PC18 > 2.111802
PC56 > 1.207356
-> class 0\|1 [0.966]
Rule 35/31: (21.6, lift 11.5)
PC2 > 2.526915
PC3 <= 1.640775
PC7 > -0.7646611
PC18 <= 0.1693852
PC49 <= 1.357225
PC78 > 2.983765
PC78 <= 3.484366
-> class 0\|1 [0.958]
Rule 35/32: (45.3/1.1, lift 11.5)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -9.391271
PC6 <= -0.3998562
PC15 > -0.2930385
PC18 > 0.1693852
PC21 > -0.8659161
PC22 > -0.4960029
PC47 > 0.632978
PC52 <= 3.92628
PC56 <= 1.207356
-> class 0\|1 [0.957]
Rule 35/33: (56/2.8, lift 11.3)
PC2 > 2.526915
PC3 <= 1.640775
PC6 <= -1.508481
PC18 <= 0.1693852
PC41 > 0.3263518
PC86 > -2.885532
-> class 0\|1 [0.934]
Rule 35/34: (84.3/4.7, lift 11.3)
PC2 > 2.526915
PC3 <= 1.640775
PC6 > -1.443306
PC7 <= -0.7646611
PC18 > -2.517164
PC18 <= 0.1693852
PC28 <= 0.05628485
PC59 > 0.3091582
-> class 0\|1 [0.934]
Rule 35/35: (10.7/0.1, lift 11.0)
PC18 > 2.111802
PC23 > 1.57966
PC46 > 0.2311679
PC82 > -0.3786945
-> class 0\|1 [0.911]
Rule 35/36: (7.9, lift 10.8)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 0.1693852
PC82 > -0.3786945
PC91 > 2.635925
-> class 0\|1 [0.899]
Rule 35/37: (32/4, lift 10.3)
PC9 <= -0.3399072
PC14 > -2.881392
PC18 > 3.380741
PC82 > 1.44563
-> class 0\|1 [0.853]
Rule 35/38: (22.2/2.7, lift 10.2)
PC2 > 2.526915
PC3 <= 1.640775
PC15 > -1.081157
PC18 > -1.136285
PC18 <= 0.1693852
PC32 > 1.134811
PC49 <= 1.357225
PC81 > -2.322742
-> class 0\|1 [0.849]
Rule 35/39: (44.9/15.1, lift 7.9)
PC4 <= -8.261679
PC18 <= 0.1693852
PC86 <= -0.7639993
-> class 0\|1 [0.656]
Rule 35/40: (3122.2/1776.6, lift 5.2)
PC2 > 2.526915
PC3 <= 1.640775
PC18 > 0.1693852
-> class 0\|1 [0.431]
Rule 35/41: (97.3, lift 10.3)
PC2 > 2.526915
PC3 <= -1.789285
PC15 > -1.081157
PC18 > -1.136285
PC18 <= 0.1693852
PC20 <= 3.246065
PC36 <= 1.597445
PC42 > 0.7138991
PC57 <= -0.3682081
PC81 > -2.322742
PC85 <= 0.3827494
PC87 > -0.6135819
-> class 0\|2 [0.990]
Rule 35/42: (78.4, lift 10.3)
PC2 > 2.526915
PC9 > -0.3399072
PC18 > 0.1693852
PC18 <= 2.111802
PC22 <= -0.07511854
PC42 > 1.231999
PC51 > -0.6064095
-> class 0\|2 [0.988]
Rule 35/43: (71.3, lift 10.3)
PC4 <= 8.372863
PC6 <= 0.2081154
PC7 > -0.6041875
PC10 <= -2.278349
PC18 <= -1.136285
PC62 > 0.7521885
-> class 0\|2 [0.986]
Rule 35/44: (56.7, lift 10.2)
PC10 <= -2.278349
PC18 <= -1.136285
PC39 > -0.8742086
PC49 <= 1.357225
PC52 > 1.556669
PC52 <= 2.900358
-> class 0\|2 [0.983]
Rule 35/45: (55.1, lift 10.2)
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC39 > -0.8742086
PC78 <= 2.983765
PC84 > 0.2153313
PC87 > -0.1697736
-> class 0\|2 [0.982]
Rule 35/46: (66.3/0.3, lift 10.2)
PC2 > 7.744671
PC4 > -8.261679
PC7 > -0.7646611
PC18 <= 0.1693852
PC30 <= 1.145533
PC37 > -1.263481
PC39 > -0.8742086
PC49 <= 1.357225
PC84 > -1.759813
-> class 0\|2 [0.981]
Rule 35/47: (44.5, lift 10.2)
PC10 <= -2.278349
PC18 <= 0.1693852
PC33 > -2.059652
PC48 > -0.5494591
PC48 <= -0.4790415
-> class 0\|2 [0.979]
Rule 35/48: (54.3/0.3, lift 10.2)
PC2 > 2.526915
PC4 <= 8.372863
PC7 > -0.6041875
PC18 <= -1.136285
PC37 <= -1.263481
PC40 > -2.798079
PC49 <= 1.357225
PC51 > -0.6638723
PC78 <= 2.983765
-> class 0\|2 [0.977]
Rule 35/49: (42.1, lift 10.2)
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC37 <= -0.7677401
PC39 > -0.8742086
PC48 > -0.5494591
PC87 > -0.1697736
-> class 0\|2 [0.977]
Rule 35/50: (39.5, lift 10.2)
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC39 > -0.8742086
PC52 <= 2.900358
PC78 <= 2.983765
PC87 > -0.1697736
PC92 <= -0.5217429
-> class 0\|2 [0.976]
Rule 35/51: (77.6/1, lift 10.1)
PC6 > -1.508481
PC10 <= -2.278349
PC18 <= -1.136285
PC33 > -2.059652
PC69 > 0.2057574
PC78 <= 2.983765
PC81 <= 0.5552702
PC87 > -0.1697736
-> class 0\|2 [0.975]
Rule 35/52: (36.3, lift 10.1)
PC4 <= -8.168219
PC7 > -0.7646611
PC10 > -2.278349
-> class 0\|2 [0.974]
Rule 35/53: (34.7, lift 10.1)
PC4 <= -7.032351
PC7 > -0.7646611
PC10 > -2.278349
PC30 <= 1.145533
PC63 <= 1.220554
PC90 > 0.2749726
-> class 0\|2 [0.973]
Rule 35/54: (45.9/0.3, lift 10.1)
PC2 > 2.526915
PC3 <= 1.640775
PC7 > 0.2251046
PC10 > 0.5627666
PC18 > 0.1693852
PC18 <= 3.380741
PC30 <= 5.418328
PC46 > 0.3174985
PC46 <= 2.26159
-> class 0\|2 [0.973]
Rule 35/55: (53.4/0.6, lift 10.1)
PC4 <= 8.372863
PC6 <= 0.2081154
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC39 > -0.8742086
PC61 <= -0.5075808
-> class 0\|2 [0.971]
Rule 35/56: (31.6, lift 10.1)
PC2 > 2.526915
PC3 > -1.789285
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= 0.1693852
PC71 <= -0.2511004
-> class 0\|2 [0.970]
Rule 35/57: (30.7, lift 10.1)
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC78 <= 2.983765
PC86 > 0.782567
PC87 > -0.1697736
-> class 0\|2 [0.969]
Rule 35/58: (29.8, lift 10.1)
PC2 > 2.526915
PC14 <= -2.881392
PC18 > 0.1693852
PC46 <= 2.26159
PC84 > -2.280101
-> class 0\|2 [0.969]
Rule 35/59: (71.7/1.6, lift 10.0)
PC10 <= -2.278349
PC18 <= -1.136285
PC33 <= -1.41981
PC81 <= 0.5552702
PC82 > -0.2642329
PC87 > -0.1697736
-> class 0\|2 [0.964]
Rule 35/60: (25.6, lift 10.0)
PC13 > 1.630104
PC15 > -0.1307071
PC18 > -1.136285
PC18 <= 0.1693852
PC28 <= 0.03125787
PC49 <= 1.357225
-> class 0\|2 [0.964]
Rule 35/61: (54.7/1.1, lift 10.0)
PC7 > -0.6041875
PC18 <= -1.136285
PC30 > 1.145533
PC37 <= 0.8286766
PC40 > -2.798079
PC52 <= 2.900358
PC78 <= 2.983765
PC93 > -1.092983
-> class 0\|2 [0.963]
Rule 35/62: (25, lift 10.0)
PC2 > 2.526915
PC3 <= 1.640775
PC9 > -0.3399072
PC18 > 0.1693852
PC22 <= -0.9856903
PC88 <= 0.0434694
-> class 0\|2 [0.963]
Rule 35/63: (65.2/1.6, lift 10.0)
PC2 > 2.526915
PC3 <= 1.640775
PC6 > -1.508481
PC6 <= 0.2081154
PC7 > -0.7646611
PC18 <= 0.1693852
PC32 <= -1.720502
PC40 > -2.798079
PC48 > -0.9108552
PC49 <= 1.357225
-> class 0\|2 [0.961]
Rule 35/64: (55.3/1.2, lift 10.0)
PC2 > 2.526915
PC3 > -1.789285
PC3 <= 1.640775
PC7 > -0.7646611
PC15 > -1.081157
PC18 > -1.136285
PC18 <= 0.1693852
PC28 > 0.03125787
-> class 0\|2 [0.961]
Rule 35/65: (17.5, lift 9.9)
PC4 <= -7.032351
PC6 > -0.4625012
PC7 > -0.6041875
PC10 > -2.278349
-> class 0\|2 [0.949]
Rule 35/66: (140.9/6.9, lift 9.8)
PC4 > 8.372863
PC18 <= -1.136285
PC20 > -5.190274
PC37 > -2.503764
PC80 > -1.004166
-> class 0\|2 [0.945]
Rule 35/67: (190.1/9.7, lift 9.8)
PC2 > 2.526915
PC3 <= -1.789285
PC4 > -8.261679
PC7 > -0.7646611
PC15 > -1.081157
PC18 > -1.136285
PC18 <= 0.1693852
PC20 <= 3.246065
PC28 <= 3.528283
PC32 <= 1.134811
PC39 > -1.79442
PC42 <= 0.7138991
PC47 <= 2.348332
PC49 <= 1.357225
PC85 > -3.028666
-> class 0\|2 [0.944]
Rule 35/68: (60.5/3.1, lift 9.7)
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= -1.136285
PC33 <= -2.059652
PC39 > -0.8742086
PC78 <= 2.983765
-> class 0\|2 [0.934]
Rule 35/69: (232.6/15.4, lift 9.7)
PC2 > 2.526915
PC3 <= 1.640775
PC8 <= 0.0833162
PC10 > 0.5627666
PC11 <= 0.2325722
PC18 > 0.1693852
PC18 <= 3.380741
PC30 <= 5.418328
PC46 <= 0.3174985
PC56 <= 6.393818
PC84 > -2.280101
-> class 0\|2 [0.930]
Rule 35/70: (30.4/1.5, lift 9.6)
PC4 <= -7.032351
PC7 > -0.7646611
PC10 > -2.278349
PC63 <= 1.220554
PC97 > 0.6195076
-> class 0\|2 [0.924]
Rule 35/71: (10.5, lift 9.6)
PC2 > 2.526915
PC7 > -0.7646611
PC87 > -0.1697736
PC87 <= -0.1685117
-> class 0\|2 [0.920]
Rule 35/72: (205.2/15.9, lift 9.6)
PC4 > 7.155505
PC10 > -2.278349
PC30 <= 1.145533
PC48 > -0.9108552
PC49 <= 1.357225
PC78 <= 2.983765
PC84 > -1.759813
-> class 0\|2 [0.918]
Rule 35/73: (36.5/2.2, lift 9.5)
PC6 <= 0.2081154
PC7 > -0.7646611
PC10 <= -2.278349
PC18 <= 0.1693852
PC33 > -2.059652
PC37 > -1.263481
PC48 > -0.5494591
PC71 > 0.01246128
PC81 <= 0.5552702
PC87 > -0.1697736
PC92 > -0.5217429
-> class 0\|2 [0.917]
Rule 35/74: (112.1/9, lift 9.5)
PC2 > 2.526915
PC3 <= 1.640775
PC18 > 0.1693852
PC18 <= 2.111802
PC46 <= 2.26159
PC89 <= -0.8150468
-> class 0\|2 [0.912]
Rule 35/75: (15.8/0.8, lift 9.3)
PC2 > 2.526915
PC3 <= 1.640775
PC6 <= 0.2081154
PC7 > -0.7646611
PC18 <= -1.136285
PC37 > -1.263481
PC39 > -0.8742086
PC48 > -0.9108552
PC84 <= -1.759813
-> class 0\|2 [0.897]
Rule 35/76: (7.4, lift 9.3)
PC4 > -8.168219
PC4 <= -7.032351
PC18 <= 0.1693852
PC62 > 0.319868
PC90 <= 0.2749726
-> class 0\|2 [0.894]
Rule 35/77: (16.4/1.1, lift 9.2)
PC2 > 2.526915
PC18 > 0.1693852
PC74 > -0.2277975
PC75 > 1.190146
PC84 > -2.280101
-> class 0\|2 [0.885]
Rule 35/78: (58.4/7.6, lift 8.9)
PC2 > 2.526915
PC3 <= 1.640775
PC10 > -2.278349
PC18 <= -1.136285
PC32 > 2.272622
PC52 <= 2.900358
-> class 0\|2 [0.857]
Rule 35/79: (74/9.9, lift 8.9)
PC9 <= -0.3399072
PC13 > 11.33877
PC18 > 0.1693852
PC46 <= 2.26159
PC84 > -2.280101
-> class 0\|2 [0.856]
Rule 35/80: (53.6/7.2, lift 8.9)
PC2 > 2.526915
PC3 > -1.789285
PC3 <= 1.640775
PC6 <= 0.2081154
PC15 > -1.081157
PC15 <= -0.1307071
PC18 > -1.136285
PC18 <= 0.1693852
-> class 0\|2 [0.853]
Rule 35/81: (72.2/10.9, lift 8.7)
PC3 <= 1.640775
PC7 > -0.7646611
PC18 <= -1.136285
PC37 > -1.263481
PC39 > -0.8742086
PC48 > -0.9108552
PC49 <= 1.357225
PC52 <= 2.900358
PC57 > 1.474847
PC78 <= 2.983765
-> class 0\|2 [0.839]
Rule 35/82: (144.4/25.4, lift 8.5)
PC7 > -0.7646611
PC7 <= -0.6041875
PC11 > -0.6923844
PC18 <= -1.136285
PC40 > -2.798079
PC59 <= 2.160545
-> class 0\|2 [0.820]
Rule 35/83: (3.5, lift 8.5)
PC2 > 2.526915
PC3 <= 1.640775
PC7 > 2.374857
-> class 0\|2 [0.819]
Rule 35/84: (8111.1/6194.9, lift 2.5)
PC2 > 2.526915
-> class 0\|2 [0.236]
Rule 35/85: (53.6, lift 11.4)
PC2 > 2.526915
PC3 <= 1.640775
PC18 > 0.1693852
PC46 > 2.26159
-> class 0\|3 [0.982]
Rule 35/86: (42.5, lift 11.3)
PC6 > -1.508481
PC7 <= -0.7646611
PC18 <= -2.517164
PC22 > 1.601186
-> class 0\|3 [0.978]
Rule 35/87: (37.2, lift 11.3)
PC9 <= -0.3399072
PC18 <= 3.380741
PC56 > 6.393818
PC84 > -2.280101
-> class 0\|3 [0.975]
Rule 35/88: (27.4, lift 11.2)
PC3 <= 1.640775
PC7 <= -0.7646611
PC18 <= -2.517164
PC33 <= -1.386284
-> class 0\|3 [0.966]
Rule 35/89: (70.9/2.1, lift 11.1)
PC4 <= 8.372863
PC6 > -1.508481
PC10 <= -2.278349
PC18 <= -1.136285
PC32 > -1.720502
PC33 > -2.059652
PC52 <= 1.556669
PC57 <= 1.474847
PC62 <= 0.7521885
PC87 <= -0.1697736
-> class 0\|3 [0.958]
Rule 35/90: (12.8, lift 10.8)
PC2 > 2.526915
PC3 <= 1.640775
PC9 <= -0.3399072
PC11 > 0.2325722
PC18 <= 3.380741
-> class 0\|3 [0.932]
Rule 35/91: (11.1, lift 10.7)
PC4 > 8.372863
PC18 <= 0.1693852
PC20 <= -5.190274
-> class 0\|3 [0.924]
Rule 35/92: (68.4/4.4, lift 10.7)
PC2 > 2.526915
PC3 <= 1.640775
PC7 <= 0.2251046
PC9 <= -0.3399072
PC18 > 0.1693852
PC18 <= 3.380741
PC46 > 0.3174985
-> class 0\|3 [0.924]
Rule 35/93: (2941.8/1444.8, lift 5.9)
PC2 > 2.526915
PC3 <= 1.640775
PC4 > -8.261679
PC7 > -0.7646611
PC18 <= 0.1693852
-> class 0\|3 [0.509]
Rule 35/94: (146/0.8, lift 24.0)
PC2 > 2.526915
PC13 > -0.1653859
PC16 <= -5.244119
PC33 > -0.5413352
PC48 <= -0.143017
-> class 1\|0 [0.988]
Rule 35/95: (73.9, lift 24.0)
PC1 > -0.3832309
PC14 <= -1.848832
PC94 <= -0.128393
-> class 1\|0 [0.987]
Rule 35/96: (90.5/1, lift 23.8)
PC1 > -0.3832309
PC6 <= -0.8999241
PC7 > -0.8205907
PC9 > 0.4176742
PC16 > -0.9735159
PC68 <= 1.082112
-> class 1\|0 [0.979]
Rule 35/97: (46.3, lift 23.8)
PC2 > 2.526915
PC3 > 1.640775
PC16 <= 0.9750713
PC37 > 0.08206944
PC39 > 0.3032063
PC66 > -0.191638
PC96 <= -0.348525
-> class 1\|0 [0.979]
Rule 35/98: (35.2/0.2, lift 23.5)
PC1 > -0.3832309
PC6 > 5.1094
PC16 <= -0.9735159
PC19 > 0.1800062
PC51 <= 1.156279
PC62 <= -0.1577974
-> class 1\|0 [0.967]
Rule 35/99: (28.7/0.7, lift 23.0)
PC2 > 2.526915
PC3 > 1.640775
PC16 <= 0.9750713
PC24 > 3.045341
PC28 <= 0.8983222
PC56 <= 0.8806577
-> class 1\|0 [0.945]
Rule 35/100: (100/5.1, lift 22.9)
PC1 > -0.3832309
PC8 > -3.76792
PC15 <= -3.933971
PC16 <= -0.9735159
-> class 1\|0 [0.941]
Rule 35/101: (14.6, lift 22.8)
PC1 > -0.3832309
PC5 <= 8.487348
PC6 > 5.1094
PC8 > 0.9348119
PC16 <= -0.9735159
PC26 > -2.35901
PC51 <= 1.156279
-> class 1\|0 [0.940]
Rule 35/102: (13.2, lift 22.7)
PC2 <= 2.526915
PC3 > -0.078421
PC10 > -0.7764253
PC18 <= 0.2112115
PC43 > 0.1273351
PC57 <= -1.697108
-> class 1\|0 [0.934]
Rule 35/103: (12.5, lift 22.6)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 <= -0.078421
PC8 > -3.76792
PC50 > 0.5827398
-> class 1\|0 [0.931]
Rule 35/104: (362.6/27.7, lift 22.4)
PC1 > -0.3832309
PC2 <= 2.526915
PC5 <= 8.487348
PC6 <= 5.1094
PC8 > -3.76792
PC16 <= -0.9735159
PC19 > 0.1800062
PC26 > -2.35901
PC44 > -1.491744
PC88 > -0.3333223
PC91 > -0.4964139
-> class 1\|0 [0.921]
Rule 35/105: (6.5, lift 21.4)
PC1 > -0.3832309
PC6 > 5.1094
PC16 <= -0.9735159
PC19 > 0.1800062
PC72 > 0.3253488
-> class 1\|0 [0.883]
Rule 35/106: (6.3, lift 21.4)
PC2 > 2.526915
PC3 > 1.640775
PC6 > -2.338727
PC16 <= 0.9750713
PC28 <= 0.8983222
PC37 > 0.08206944
PC96 > -0.348525
-> class 1\|0 [0.879]
Rule 35/107: (15.2/1.1, lift 21.3)
PC2 > 2.526915
PC2 <= 2.818516
PC3 > 1.640775
PC6 > -2.338727
PC16 <= 0.9750713
PC37 > 0.08206944
-> class 1\|0 [0.878]
Rule 35/108: (5.7, lift 21.1)
PC2 > 2.526915
PC16 <= 0.9750713
PC37 > 0.08206944
PC37 <= 0.08318204
-> class 1\|0 [0.870]
Rule 35/109: (4.4, lift 20.5)
PC2 > 2.526915
PC3 > 1.640775
PC6 > -2.338727
PC16 <= 0.9750713
PC30 > 0.6928266
PC37 > 0.08206944
-> class 1\|0 [0.844]
Rule 35/110: (3.8, lift 20.1)
PC1 > -0.3832309
PC10 > -0.7764253
PC16 <= -0.9735159
PC46 > 0.2081933
PC57 > 0.5142183
-> class 1\|0 [0.828]
Rule 35/111: (3.8, lift 20.1)
PC2 > 2.526915
PC3 > 1.640775
PC6 > -2.338727
PC37 > 0.08206944
PC37 <= 0.1175027
PC66 > -0.191638
-> class 1\|0 [0.828]
Rule 35/112: (43.9/6.9, lift 20.1)
PC2 > 2.526915
PC3 > 1.640775
PC16 <= 0.9750713
PC56 <= 0.8806577
PC60 > 0.8443592
-> class 1\|0 [0.827]
Rule 35/113: (39.6/10.8, lift 17.4)
PC2 > 2.526915
PC3 > 1.640775
PC16 > -5.244119
PC16 <= 0.9750713
PC56 > 0.8806577
-> class 1\|0 [0.715]
Rule 35/114: (10.3/3.6, lift 15.2)
PC2 > 2.526915
PC3 > 1.640775
PC6 > -2.338727
PC16 <= 0.9750713
PC37 > 0.08206944
PC53 <= -0.5305915
-> class 1\|0 [0.627]
Rule 35/115: (133.7, lift 13.5)
PC1 > 10.04078
PC6 <= -0.8999241
PC9 <= 0.4176742
PC10 > -0.7764253
PC16 > -0.9735159
PC50 <= 0.5827398
PC82 <= 0.5533059
-> class 1\|1 [0.993]
Rule 35/116: (75.2, lift 13.4)
PC1 > -0.3832309
PC2 <= 2.526915
PC10 > -0.7764253
PC16 <= -0.9735159
PC19 <= 0.1800062
PC26 > -2.35901
PC46 > 0.2081933
PC57 <= 0.5142183
-> class 1\|1 [0.986]
Rule 35/117: (65.9, lift 13.4)
PC5 > 8.487348
PC16 <= -0.9735159
PC19 > 0.1800062
PC51 <= 1.156279
PC65 > -0.5903159
-> class 1\|1 [0.985]
Rule 35/118: (157.5/1.8, lift 13.3)
PC6 > 5.1094
PC8 <= 0.9348119
PC15 > -3.933971
PC16 <= -0.9735159
PC19 > 0.1800062
PC62 > -0.1577974
PC72 <= 0.3253488
-> class 1\|1 [0.982]
Rule 35/119: (46.4, lift 13.3)
PC1 > 10.04078
PC6 <= -0.8999241
PC8 > -3.76792
PC16 > -0.9735159
PC68 > 1.082112
PC82 <= 0.5533059
-> class 1\|1 [0.979]
Rule 35/120: (21.1, lift 13.0)
PC1 > -0.3832309
PC8 > -3.76792
PC16 <= -0.9735159
PC19 > 0.1800062
PC91 <= -0.4964139
-> class 1\|1 [0.957]
Rule 35/121: (28.3/0.4, lift 12.9)
PC2 > 1.267695
PC2 <= 2.526915
PC18 <= 0.2112115
PC43 <= 0.1273351
PC45 <= -0.4530378
-> class 1\|1 [0.954]
Rule 35/122: (14.3/0.6, lift 12.2)
PC1 > -0.3832309
PC2 <= 2.526915
PC6 <= 3.396852
PC10 > -0.7764253
PC16 <= -0.9735159
PC19 <= 0.1800062
PC26 > -2.35901
PC46 <= 0.2081933
PC51 <= 1.156279
-> class 1\|1 [0.901]
Rule 35/123: (10.7/0.3, lift 12.1)
PC1 > -0.3832309
PC5 <= 8.487348
PC6 <= 5.1094
PC8 > -3.76792
PC16 <= -0.9735159
PC26 > -2.35901
PC44 <= -1.491744
PC51 <= 1.156279
-> class 1\|1 [0.894]
Rule 35/124: (68.8/10.8, lift 11.3)
PC3 > 0.8448048
PC16 > -0.9735159
PC16 <= 0.9295007
PC19 > -3.317877
PC43 > 0.1273351
PC57 > -1.697108
PC79 > 0.1227254
-> class 1\|1 [0.833]
Rule 35/125: (10.6/2.1, lift 10.2)
PC1 > -0.3832309
PC8 > -3.76792
PC14 > -1.848832
PC16 > -0.9735159
PC43 <= 0.1273351
PC45 > -0.4530378
PC48 > 0.6985834
-> class 1\|1 [0.755]
Rule 35/126: (37.6/8.8, lift 10.2)
PC1 > -0.3832309
PC3 > -0.078421
PC14 <= -1.848832
PC16 > -0.9735159
PC94 > -0.128393
-> class 1\|1 [0.753]
Rule 35/127: (128.8/45.8, lift 8.7)
PC1 > -0.3832309
PC16 > -0.9735159
PC18 > 0.2112115
PC31 > 0.4556565
-> class 1\|1 [0.642]
Rule 35/128: (180.7/75.5, lift 7.9)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 > -0.078421
PC3 <= 0.8448048
PC10 > -0.7764253
PC14 > -1.848832
PC18 <= 0.2112115
PC19 > -3.317877
PC43 > 0.1273351
-> class 1\|1 [0.581]
Rule 35/129: (1596.8/755.6, lift 7.1)
PC2 > 2.526915
PC3 > 1.640775
-> class 1\|1 [0.527]
Rule 35/130: (175.3, lift 14.3)
PC2 <= 2.526915
PC7 <= -2.813764
PC8 > -3.76792
PC10 > -0.7764253
PC14 > -1.848832
PC16 > -0.9735159
PC18 <= 0.2112115
PC45 > -0.4530378
PC65 <= 0.2479686
-> class 1\|2 [0.994]
Rule 35/131: (401/1.4, lift 14.3)
PC2 <= 2.526915
PC3 > 0.8448048
PC14 > -1.848832
PC16 > -0.9735159
PC18 <= 0.2112115
PC19 > -3.317877
PC43 > 0.1273351
PC65 <= 1.026918
PC79 <= 0.1227254
-> class 1\|2 [0.994]
Rule 35/132: (244.4/0.6, lift 14.3)
PC2 <= 2.526915
PC3 > -0.078421
PC14 > -1.848832
PC15 <= 3.967575
PC16 > 0.9295007
PC18 <= 0.2112115
PC19 > -3.317877
PC43 > 0.1273351
PC56 > -0.581781
PC65 <= 1.026918
-> class 1\|2 [0.993]
Rule 35/133: (105.1, lift 14.2)
PC2 <= 1.267695
PC3 > -0.078421
PC14 > -1.848832
PC16 > -0.9735159
PC18 <= 0.2112115
PC45 <= -0.4530378
-> class 1\|2 [0.991]
Rule 35/134: (69.5, lift 14.2)
PC1 > -0.3832309
PC13 <= -0.02280826
PC16 > -0.9735159
PC18 <= 0.2112115
PC43 <= 0.1273351
PC100 <= -1.181732
-> class 1\|2 [0.986]
Rule 35/135: (70.2, lift 14.2)
PC2 > 2.526915
PC3 > 1.640775
PC16 > 0.9750713
PC80 > 0.4327551
-> class 1\|2 [0.986]
Rule 35/136: (64, lift 14.1)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 > -0.078421
PC10 > -0.7764253
PC14 > -1.848832
PC16 > -0.9735159
PC43 <= 0.1273351
PC45 > -0.4530378
PC65 <= -0.1751853
-> class 1\|2 [0.985]
Rule 35/137: (116/0.9, lift 14.1)
PC6 > 3.396852
PC16 <= -0.9735159
PC19 <= 0.1800062
PC26 > -2.35901
PC46 <= 0.2081933
-> class 1\|2 [0.984]
Rule 35/138: (191.9/3, lift 14.1)
PC3 > 8.882779
PC16 > 0.9750713
PC25 <= 0.5086704
-> class 1\|2 [0.979]
Rule 35/139: (40.2, lift 14.0)
PC1 > 10.04078
PC3 <= -0.078421
PC6 > -0.8999241
PC16 > -0.9735159
-> class 1\|2 [0.976]
Rule 35/140: (69.2/0.8, lift 14.0)
PC1 > -0.3832309
PC2 <= 2.526915
PC16 <= -0.9735159
PC51 > 1.156279
-> class 1\|2 [0.974]
Rule 35/141: (91/2.7, lift 13.8)
PC2 > 2.526915
PC3 > 1.640775
PC5 > -6.652731
PC16 > 0.9750713
PC65 <= -0.1121874
-> class 1\|2 [0.960]
Rule 35/142: (36.1/0.7, lift 13.7)
PC2 > 2.526915
PC3 > 1.640775
PC16 > 0.9750713
PC82 <= -0.5222538
-> class 1\|2 [0.956]
Rule 35/143: (32.8/0.6, lift 13.7)
PC2 <= 2.526915
PC3 > -0.078421
PC14 > -1.848832
PC16 > -0.9735159
PC25 > 0.3525581
PC43 <= 0.1273351
PC45 > -0.4530378
-> class 1\|2 [0.953]
Rule 35/144: (28.3/0.7, lift 13.6)
PC2 > 2.526915
PC3 <= 8.882779
PC5 <= -6.652731
PC16 > 0.9750713
-> class 1\|2 [0.944]
Rule 35/145: (67.7/3, lift 13.5)
PC1 > -0.3832309
PC5 > 8.487348
PC65 <= -0.5903159
-> class 1\|2 [0.943]
Rule 35/146: (114/6.5, lift 13.4)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 > -0.078421
PC7 > -2.813764
PC13 <= -0.384605
PC14 > -1.848832
PC43 <= 0.1273351
-> class 1\|2 [0.935]
Rule 35/147: (125.5/9, lift 13.2)
PC2 <= 2.526915
PC7 <= -2.813764
PC14 > -1.848832
PC18 <= 0.2112115
PC25 <= 0.3525581
PC29 > 0.2892257
PC45 > -0.4530378
-> class 1\|2 [0.921]
Rule 35/148: (120.6/11.4, lift 12.9)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 > -0.078421
PC18 <= 0.2112115
PC41 <= 0.2128842
PC48 <= 0.6985834
PC61 > 0.7978884
-> class 1\|2 [0.899]
Rule 35/149: (6.6, lift 12.7)
PC1 > -0.3832309
PC2 <= 2.526915
PC3 > -0.078421
PC16 > -0.9735159
PC18 <= 0.2112115
PC37 > 0.8930859
PC43 <= 0.1273351
PC100 > -1.181732
-> class 1\|2 [0.884]
Rule 35/150: (156.6/17.7, lift 12.7)
PC1 > -0.3832309
PC3 > -0.078421
PC10 > -0.7764253
PC14 > -1.848832
PC16 > -0.9735159
PC18 <= 0.2112115
PC25 <= 0.3525581
PC37 <= 0.8930859
PC41 <= 0.2128842
PC48 <= 0.6985834
PC100 > 0.5641209
-> class 1\|2 [0.882]
Rule 35/151: (29.6/3.7, lift 12.2)
PC2 > 2.526915
PC3 > 1.640775
PC55 <= -0.152291
PC96 > 2.240402
-> class 1\|2 [0.852]
Rule 35/152: (33.8/4.5, lift 12.2)
PC2 <= 2.526915
PC8 > -3.76792
PC10 <= -0.7764253
PC46 > 0.52592
-> class 1\|2 [0.847]
Rule 35/153: (36.4/6.1, lift 11.7)
PC3 > 1.640775
PC16 <= 0.9750713
PC37 <= 0.08206944
PC60 <= 0.8443592
PC83 <= -0.5388398
-> class 1\|2 [0.816]
Rule 35/154: (19.8/3.6, lift 11.3)
PC1 > -0.3832309
PC8 <= -3.76792
PC19 <= -1.527043
-> class 1\|2 [0.789]
Rule 35/155: (6.1/1.1, lift 10.7)
PC2 > 2.526915
PC3 > 1.640775
PC16 <= 0.9750713
PC17 > 1.243297
-> class 1\|2 [0.745]
Rule 35/156: (23.5/7.2, lift 9.7)
PC1 > -0.3832309
PC2 <= 2.526915
PC8 > -3.76792
PC10 <= -0.7764253
PC59 <= -0.7051447
-> class 1\|2 [0.679]
Rule 35/157: (194.9/0.3, lift 12.3)
PC2 > 2.526915
PC3 > 1.640775
PC3 <= 8.882779
PC5 > -6.652731
PC16 > 0.9750713
PC65 > -0.1121874
PC80 <= 0.4327551
PC82 > -0.5222538
-> class 1\|3 [0.994]
Rule 35/158: (4966.9/3559.5, lift 3.5)
PC1 > -0.3832309
PC2 <= 2.526915
-> class 1\|3 [0.283]
Rule 35/159: (333/0.3, lift 13.8)
PC1 <= -0.3832309
PC8 > 2.595427
PC12 > -1.301862
PC34 <= -0.2744651
PC60 > -0.3927776
-> class 2\|0 [0.996]
Rule 35/160: (233.7, lift 13.8)
PC8 > 2.595427
PC12 > -1.301862
PC21 > 1.077927
PC23 <= 0.3033478
PC28 > -0.0712323
PC46 <= 1.19159
PC59 <= 0.3309951
PC60 > -0.4618319
PC70 <= 0.155108
PC90 <= 0.310613
-> class 2\|0 [0.996]
Rule 35/161: (286.9/0.5, lift 13.8)
PC1 <= -0.3832309
PC8 > 2.595427
PC12 > -1.301862
PC19 <= -0.1023379
PC21 > -0.248798
PC34 <= -0.2744651
PC52 <= 0.02677046
-> class 2\|0 [0.995]
Rule 35/162: (146.8/1, lift 13.7)
PC8 > 2.595427
PC12 > -1.301862
PC21 > 0.009400972
PC30 <= 0.4605063
PC34 > -0.2744651
PC46 <= 1.19159
PC52 <= 0.2500502
PC59 <= 0.3309951
PC70 <= 0.155108
PC90 > 0.3370343
-> class 2\|0 [0.987]
Rule 35/163: (70.9/0.4, lift 13.6)
PC1 <= -0.3832309
PC8 > 2.595427
PC21 > -0.248798
PC32 > 1.822898
-> class 2\|0 [0.981]
Rule 35/164: (33, lift 13.5)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC20 > 0.002271837
PC31 <= -0.2166641
PC44 > 0.6074791
-> class 2\|0 [0.971]
Rule 35/165: (84.7/2.3, lift 13.4)
PC1 > -0.3832309
PC1 <= 10.04078
PC2 <= 2.526915
PC3 <= -0.078421
PC8 > -1.203757
PC10 > -0.7764253
PC16 > -0.9735159
PC21 > 0.5895286
PC62 <= 0.002563498
PC71 > -0.7803868
-> class 2\|0 [0.962]
Rule 35/166: (175.3/8.5, lift 13.2)
PC8 > 2.595427
PC12 > -1.301862
PC18 <= 0.06693633
PC21 > 0.009400972
PC23 <= 0.3033478
PC30 <= 0.4605063
PC46 <= 1.19159
PC59 <= 0.3309951
PC60 > -0.4618319
PC70 <= 0.155108
PC90 <= 0.310613
-> class 2\|0 [0.946]
Rule 35/167: (21.1/0.6, lift 13.0)
PC1 <= -0.3832309
PC8 > 2.595427
PC10 <= -0.1611113
PC46 > 1.19159
-> class 2\|0 [0.932]
Rule 35/168: (13.5/0.3, lift 12.7)
PC1 <= -0.3832309
PC8 > 2.595427
PC12 <= -1.301862
PC21 > -0.248798
PC49 <= -0.5984049
-> class 2\|0 [0.916]
Rule 35/169: (6.2, lift 12.2)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC43 <= -0.3795367
PC44 > 0.6074791
-> class 2\|0 [0.879]
Rule 35/170: (140.6/17.8, lift 12.1)
PC1 <= -0.3832309
PC6 > -1.381578
PC8 > 1.146677
PC8 <= 2.595427
PC10 <= -0.1414053
PC12 > -0.9405744
PC49 > -0.6082963
PC94 <= 0.2319233
PC98 <= 0.1994362
-> class 2\|0 [0.868]
Rule 35/171: (25.3/3.8, lift 11.4)
PC1 > -0.3832309
PC8 > -3.76792
PC16 <= -0.9735159
PC19 > -0.3016072
PC26 <= -2.35901
-> class 2\|0 [0.823]
Rule 35/172: (17.5/3.2, lift 10.9)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC10 > -0.1414053
PC31 > -0.2166641
PC44 > 0.6074791
PC79 > 0.158768
-> class 2\|0 [0.787]
Rule 35/173: (113.1, lift 10.8)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC22 > -0.8724027
PC44 <= 0.6074791
PC99 > 1.046133
-> class 2\|1 [0.991]
Rule 35/174: (108.1, lift 10.8)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -1.418475
PC12 > -1.214694
PC73 <= -1.499911
-> class 2\|1 [0.991]
Rule 35/175: (200.2/1, lift 10.8)
PC1 <= -0.3832309
PC8 > 0.8014222
PC8 <= 2.595427
PC10 > -0.1414053
PC22 > -0.8724027
PC44 <= 0.6074791
PC52 > -0.1797146
PC65 <= 0.3414987
PC70 <= 0.2800672
PC78 <= 0.640906
-> class 2\|1 [0.990]
Rule 35/176: (69.2, lift 10.7)
PC1 <= -0.3832309
PC8 > 2.595427
PC10 > -0.1611113
PC34 > -0.2744651
PC46 > 1.19159
-> class 2\|1 [0.986]
Rule 35/177: (66.6, lift 10.7)
PC1 <= -0.3832309
PC8 > 0.7184346
PC8 <= 2.595427
PC28 <= 0.07658381
PC32 <= 1.070283
PC44 <= 0.3712398
PC91 <= -0.1430711
-> class 2\|1 [0.985]
Rule 35/178: (120.4/0.8, lift 10.7)
PC1 <= -0.3832309
PC8 > 2.595427
PC19 > -0.1023379
PC60 <= -0.3927776
-> class 2\|1 [0.985]
Rule 35/179: (59.8, lift 10.7)
PC1 <= -0.3832309
PC8 > 2.595427
PC21 > -0.248798
PC23 > 0.3033478
PC34 > -0.2744651
PC90 <= 0.3370343
-> class 2\|1 [0.984]
Rule 35/180: (52.2, lift 10.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > 0.7184346
PC22 <= -0.8724027
PC81 <= -0.200227
-> class 2\|1 [0.982]
Rule 35/181: (44.3, lift 10.6)
PC1 <= -0.3832309
PC8 > 2.595427
PC21 <= 0.009400972
PC34 > -0.2744651
PC59 <= 0.3309951
-> class 2\|1 [0.978]
Rule 35/182: (147/2.4, lift 10.6)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC10 > -0.1414053
PC22 > -0.8724027
PC44 <= 0.6074791
PC61 <= 1.294614
PC89 <= -0.3028118
-> class 2\|1 [0.977]
Rule 35/183: (93.6/1.2, lift 10.6)
PC1 <= -0.3832309
PC8 > 2.595427
PC21 > -0.248798
PC34 > -0.2744651
PC60 <= -0.4618319
PC90 <= 0.3370343
-> class 2\|1 [0.977]
Rule 35/184: (40.4, lift 10.6)
PC1 <= -0.3832309
PC6 > -3.446353
PC8 > 0.7184346
PC8 <= 2.595427
PC10 > -0.1414053
PC28 <= 0.07658381
PC44 <= 0.6074791
PC100 > 0.4336561
-> class 2\|1 [0.976]
Rule 35/185: (72.6/1, lift 10.6)
PC1 <= -0.3832309
PC8 > 0.7184346
PC8 <= 2.595427
PC10 > -0.1414053
PC44 > 0.3712398
PC44 <= 0.6074791
-> class 2\|1 [0.973]
Rule 35/186: (220.6/5.1, lift 10.6)
PC1 <= -0.3832309
PC8 > 0.8014222
PC8 <= 2.595427
PC10 > -0.1414053
PC22 > -0.8724027
PC44 <= 0.6074791
PC52 > -0.1797146
PC61 <= 1.294614
PC70 <= 0.2800672
PC78 <= 0.640906
PC89 <= 0.1369932
-> class 2\|1 [0.973]
Rule 35/187: (35.4, lift 10.6)
PC1 <= -0.3832309
PC8 > 2.595427
PC18 > 0.06693633
PC21 <= 1.077927
PC34 > -0.2744651
PC90 <= 0.310613
-> class 2\|1 [0.973]
Rule 35/188: (82.8/1.5, lift 10.6)
PC1 <= -0.3832309
PC8 > 2.595427
PC12 > -1.301862
PC52 > 0.02677046
PC60 <= -0.3927776
-> class 2\|1 [0.970]
Rule 35/189: (30.6, lift 10.5)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC10 > -0.1414053
PC22 <= -0.8724027
PC32 > 1.070283
PC44 <= 0.6074791
-> class 2\|1 [0.969]
Rule 35/190: (22.4, lift 10.4)
PC1 <= -0.3832309
PC8 > 1.146677
PC8 <= 2.595427
PC10 <= -0.1414053
PC94 > 0.2319233
-> class 2\|1 [0.959]
Rule 35/191: (73.8/2.4, lift 10.4)
PC1 <= -0.3832309
PC8 > 2.595427
PC34 > -0.2744651
PC70 > 0.155108
-> class 2\|1 [0.955]
Rule 35/192: (17.8, lift 10.3)
PC1 > -0.3832309
PC8 > -3.76792
PC21 > 0.5895286
PC71 <= -0.7803868
-> class 2\|1 [0.949]
Rule 35/193: (15.5, lift 10.3)
PC1 <= -0.3832309
PC8 > 2.595427
PC30 > 0.4605063
-> class 2\|1 [0.943]
Rule 35/194: (138.1/7.2, lift 10.2)
PC1 <= -0.3832309
PC8 > 0.257856
PC8 <= 2.595427
PC9 > -3.60995
PC10 > -0.1414053
PC24 <= 1.019644
PC31 > -0.2166641
PC43 > -0.3795367
PC44 > 0.6074791
PC79 <= 0.158768
-> class 2\|1 [0.942]
Rule 35/195: (15, lift 10.2)
PC1 <= -0.3832309
PC8 > 0.7184346
PC19 <= -2.164653
PC22 <= -0.8724027
-> class 2\|1 [0.941]
Rule 35/196: (14.2, lift 10.2)
PC1 > 10.04078
PC3 <= -0.078421
PC8 > -3.76792
PC16 > -0.9735159
PC82 > 0.5533059
-> class 2\|1 [0.938]
Rule 35/197: (23.4/0.7, lift 10.1)
PC1 <= -0.3832309
PC8 > 0.7184346
PC22 <= -0.8724027
PC71 <= -1.279115
-> class 2\|1 [0.933]
Rule 35/198: (12.7, lift 10.1)
PC1 <= -0.3832309
PC8 > 2.595427
PC34 > -0.2744651
PC52 > 0.2500502
-> class 2\|1 [0.932]
Rule 35/199: (29.4/1.2, lift 10.1)
PC1 <= -0.3832309
PC8 > 2.595427
PC28 <= -0.0712323
PC34 > -0.2744651
-> class 2\|1 [0.930]
Rule 35/200: (12.4, lift 10.1)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > 0.7184346
PC22 <= -0.8724027
PC28 <= 0.07658381
PC30 > 0.2191813
-> class 2\|1 [0.928]
Rule 35/201: (11.9, lift 10.1)
PC1 <= -0.3832309
PC2 <= 2.526915
PC6 <= -1.381578
PC8 > -0.2273773
PC8 <= 2.595427
PC10 <= -0.1414053
-> class 2\|1 [0.928]
Rule 35/202: (195.5/14.2, lift 10.0)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC10 > -0.1414053
PC19 > -1.069618
PC22 > -0.8724027
PC29 <= 0.1693019
PC31 > -0.5475109
PC44 <= 0.6074791
PC61 <= 0.9144659
PC63 <= 0.1488699
PC64 <= 0.829024
-> class 2\|1 [0.923]
Rule 35/203: (10.3, lift 10.0)
PC1 > -0.3832309
PC1 <= 10.04078
PC3 <= -0.078421
PC10 > -0.7764253
PC21 > 0.5895286
PC62 > 0.002563498
-> class 2\|1 [0.918]
Rule 35/204: (35.1/2.4, lift 9.9)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC20 > -0.03699335
PC28 <= 0.07658381
PC44 <= 0.6074791
PC69 > -0.01434799
PC95 <= -0.2191248
-> class 2\|1 [0.908]
Rule 35/205: (30.4/2.3, lift 9.8)
PC1 <= -0.3832309
PC8 > 2.595427
PC34 > -0.2744651
PC90 > 0.310613
PC90 <= 0.3370343
-> class 2\|1 [0.898]
Rule 35/206: (41.2/3.4, lift 9.8)
PC1 <= -0.3832309
PC8 > 1.146677
PC8 <= 2.595427
PC10 <= -0.1414053
PC12 <= -0.9405744
-> class 2\|1 [0.898]
Rule 35/207: (7.5, lift 9.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 0.7184346
PC20 <= -0.03699335
PC22 <= -0.8724027
PC69 > -0.01434799
-> class 2\|1 [0.894]
Rule 35/208: (19.3/1.5, lift 9.6)
PC1 > -0.3832309
PC1 <= 10.04078
PC3 <= -0.078421
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.5895286
PC33 > 0.304576
PC46 > -1.335901
PC83 <= -0.04257414
-> class 2\|1 [0.884]
Rule 35/209: (6.5, lift 9.6)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC10 <= -0.1414053
PC49 <= -0.6082963
-> class 2\|1 [0.882]
Rule 35/210: (5.7, lift 9.5)
PC1 <= -0.3832309
PC2 <= 2.526915
PC3 <= -1.267245
PC73 <= -1.499911
-> class 2\|1 [0.870]
Rule 35/211: (133.8/17.7, lift 9.4)
PC1 <= -0.3832309
PC8 > 2.595427
PC12 <= -1.301862
-> class 2\|1 [0.862]
Rule 35/212: (51/7.9, lift 9.0)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 1.146677
PC10 <= -0.1414053
PC24 > -0.7785779
PC42 > -1.036101
PC48 > -0.1171398
-> class 2\|1 [0.832]
Rule 35/213: (40.7/6.2, lift 9.0)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > 1.146677
PC8 <= 2.595427
PC10 <= -0.1414053
PC98 > 0.1994362
-> class 2\|1 [0.831]
Rule 35/214: (28.2/4.9, lift 8.7)
PC1 <= -0.3832309
PC8 > -0.2273773
PC8 <= 0.8014222
PC19 <= -1.069618
PC22 > -0.8724027
PC44 <= 0.6074791
-> class 2\|1 [0.803]
Rule 35/215: (35.6/7.8, lift 8.3)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC33 <= -0.444202
PC73 > -1.499911
PC86 > 0.9884446
-> class 2\|1 [0.767]
Rule 35/216: (13.1/2.7, lift 8.2)
PC1 > -0.3832309
PC1 <= 10.04078
PC2 <= 2.526915
PC3 <= -0.078421
PC16 > -0.9735159
PC21 <= 0.5895286
PC26 <= 0.1608871
PC83 <= -0.04257414
-> class 2\|1 [0.755]
Rule 35/217: (40/12.4, lift 7.4)
PC1 <= -2.520147
PC8 > -2.684477
PC8 <= -0.2273773
PC33 > -0.444202
PC73 > -1.499911
PC81 > -0.7498337
PC87 <= -0.7578653
-> class 2\|1 [0.681]
Rule 35/218: (29.7/9.5, lift 7.3)
PC1 <= -0.3832309
PC2 <= 2.526915
PC33 > -0.444202
PC34 > -0.5644171
PC43 > -1.508996
PC60 <= 0.08336897
PC73 > -1.499911
PC81 > 0.5977508
PC99 > -1.607944
-> class 2\|1 [0.668]
Rule 35/219: (50.4, lift 12.0)
PC1 > -0.3832309
PC1 <= 10.04078
PC3 <= -0.078421
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.5895286
PC26 > 0.1608871
PC33 <= 0.304576
PC46 > -1.335901
PC77 > -0.6802832
PC97 <= 1.238189
-> class 2\|2 [0.981]
Rule 35/220: (90.5/0.8, lift 12.0)
PC1 <= -0.3832309
PC2 <= -2.271731
PC8 > -2.234265
PC8 <= -0.2273773
PC19 > -1.041761
PC26 <= 2.75342
PC33 > -0.444202
PC44 <= 0.4486594
PC60 > 0.08336897
PC73 > -1.499911
PC74 <= 0.256224
PC77 <= 0.3316039
-> class 2\|2 [0.980]
Rule 35/221: (31/0.1, lift 11.8)
PC2 <= 2.526915
PC8 <= -0.2273773
PC18 > 0.6495851
PC34 > -0.5644171
PC44 <= 0.4486594
PC47 > -0.7832964
PC77 <= 0.3316039
PC87 > -0.7578653
PC93 <= 1.962432
-> class 2\|2 [0.965]
Rule 35/222: (110.6/3.6, lift 11.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC33 > -0.444202
PC43 <= -1.508996
PC47 > -0.7896059
PC73 > -1.499911
-> class 2\|2 [0.959]
Rule 35/223: (19.5, lift 11.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC14 <= -1.848327
PC19 > -1.041761
PC44 <= 0.4486594
PC47 > -0.7832964
PC60 > 0.08336897
PC73 > -1.499911
PC93 <= 1.962432
-> class 2\|2 [0.954]
Rule 35/224: (38.3/4.5, lift 10.6)
PC8 > -2.684477
PC8 <= -0.2273773
PC19 > -1.041761
PC26 > 2.75342
PC33 > -0.444202
PC47 > -0.7832964
PC60 > 0.08336897
PC87 > -0.7578653
-> class 2\|2 [0.863]
Rule 35/225: (6859.8/5403.1, lift 2.6)
PC1 <= -0.3832309
PC2 <= 2.526915
-> class 2\|2 [0.212]
Rule 35/226: (222.1/0.4, lift 8.9)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC14 > -1.848327
PC18 <= 0.6495851
PC19 > -1.041761
PC26 <= 2.75342
PC33 > -0.444202
PC43 > -1.508996
PC47 > -0.7832964
PC60 > 0.08336897
PC74 > 0.256224
PC82 <= -0.1640429
-> class 2\|3 [0.994]
Rule 35/227: (149.8/0.4, lift 8.9)
PC1 <= -0.3832309
PC8 <= -2.684477
PC46 > -0.7873852
PC54 <= -0.6117583
PC73 > -1.499911
PC85 <= 0.5326701
PC94 <= 0.8244115
-> class 2\|3 [0.991]
Rule 35/228: (178/0.9, lift 8.9)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC19 > -1.041761
PC26 <= 2.75342
PC33 > -0.444202
PC44 > 0.4486594
PC47 > -0.7832964
PC60 > 0.08336897
PC73 > -1.499911
PC73 <= 1.431922
PC87 > -0.7578653
PC93 <= 1.962432
-> class 2\|3 [0.989]
Rule 35/229: (75.9, lift 8.8)
PC1 <= -0.3832309
PC8 > -2.684477
PC8 <= -2.234265
PC33 > -0.444202
PC47 > -0.7832964
PC60 > 0.08336897
PC74 <= 0.256224
-> class 2\|3 [0.987]
Rule 35/230: (71.9, lift 8.8)
PC8 > -2.684477
PC8 <= -0.2273773
PC11 <= -0.228067
PC47 <= -0.7832964
PC48 <= 0.245552
PC52 > -0.04803789
PC60 > 0.08336897
PC87 > -0.7578653
PC90 > 0.2148222
-> class 2\|3 [0.986]
Rule 35/231: (70.7, lift 8.8)
PC1 <= -0.3832309
PC8 <= -2.684477
PC19 <= 2.625054
PC46 > 0.4325333
PC64 <= -0.1822279
-> class 2\|3 [0.985]
Rule 35/232: (222.7/2.7, lift 8.8)
PC2 <= 2.526915
PC8 <= -3.424934
PC17 <= 0.120281
PC19 > -1.504036
PC65 <= 3.897452
PC85 <= 0.5326701
-> class 2\|3 [0.983]
Rule 35/233: (67.4/0.2, lift 8.8)
PC2 <= 2.526915
PC8 <= -2.684477
PC46 <= 0.4325333
PC73 > -1.499911
PC85 <= 0.5326701
PC94 > 0.8244115
-> class 2\|3 [0.982]
Rule 35/234: (43.1, lift 8.8)
PC8 <= -3.424934
PC24 <= -0.04093142
PC49 <= -0.4326419
-> class 2\|3 [0.978]
Rule 35/235: (40.4, lift 8.8)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC16 > 1.520959
PC60 <= 0.08336897
PC73 > -1.499911
PC87 > -0.7578653
-> class 2\|3 [0.976]
Rule 35/236: (31.9, lift 8.7)
PC1 > -0.3832309
PC2 <= 2.526915
PC8 <= -3.76792
PC43 <= -0.1397224
-> class 2\|3 [0.971]
Rule 35/237: (146/3.3, lift 8.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC26 <= 2.75342
PC32 <= 1.30989
PC33 > -0.444202
PC43 > -1.508996
PC44 <= 0.4486594
PC47 > -0.7832964
PC60 > 0.08336897
PC77 > 0.3316039
PC93 <= 1.962432
-> class 2\|3 [0.971]
Rule 35/238: (32.5, lift 8.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC33 > -0.444202
PC47 <= -0.7832964
PC48 <= 0.245552
PC90 <= -0.3420283
-> class 2\|3 [0.971]
Rule 35/239: (30.1, lift 8.7)
PC1 <= 10.04078
PC2 <= 2.526915
PC3 <= -0.078421
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.5895286
PC97 > 1.238189
-> class 2\|3 [0.969]
Rule 35/240: (29.5, lift 8.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC3 > -1.267245
PC8 <= -1.418475
PC9 <= 6.080766
PC73 <= -1.499911
-> class 2\|3 [0.968]
Rule 35/241: (27.8, lift 8.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC16 <= 1.520959
PC33 > -0.444202
PC37 <= 0.4143222
PC43 > -1.508996
PC87 > -0.7578653
PC99 <= -1.607944
-> class 2\|3 [0.966]
Rule 35/242: (141.8/4.1, lift 8.6)
PC2 <= 2.526915
PC8 <= -3.424934
PC19 > -1.504036
PC46 <= 0.4325333
PC66 <= 0.197227
PC85 <= 0.5326701
PC93 > 0.3211098
-> class 2\|3 [0.965]
Rule 35/243: (25.2, lift 8.6)
PC1 > -0.3832309
PC1 <= 10.04078
PC2 <= 2.526915
PC3 <= -0.078421
PC10 > -0.7764253
PC16 > -0.9735159
PC21 <= 0.5895286
PC46 > -1.335901
PC83 > -0.04257414
-> class 2\|3 [0.963]
Rule 35/244: (85.1/2.3, lift 8.6)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC19 <= -1.041761
PC33 > -0.444202
PC34 > -0.5644171
PC43 > -1.508996
PC47 > -0.7832964
PC60 > 0.08336897
PC93 <= 1.962432
-> class 2\|3 [0.962]
Rule 35/245: (20.2, lift 8.6)
PC1 > -0.3832309
PC8 <= -3.76792
PC14 > 1.576791
PC19 > -1.527043
-> class 2\|3 [0.955]
Rule 35/246: (313.8/14.4, lift 8.5)
PC1 <= -0.3832309
PC8 <= -3.424934
PC19 > -1.504036
PC24 > -0.04093142
PC32 <= 3.756586
PC39 > -0.9517697
PC46 <= 0.4325333
PC66 <= 0.197227
PC85 <= 0.5326701
PC90 <= 0.3692352
PC100 <= 0.5275961
-> class 2\|3 [0.951]
Rule 35/247: (42.1/1.3, lift 8.5)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC22 <= -1.588134
PC46 <= 0.4325333
PC73 > -1.499911
PC85 > 0.5326701
-> class 2\|3 [0.948]
Rule 35/248: (15.7, lift 8.5)
PC1 <= -0.3832309
PC5 <= -1.780965
PC8 <= -2.684477
-> class 2\|3 [0.943]
Rule 35/249: (29.2/0.9, lift 8.4)
PC1 <= -0.3832309
PC4 > 0.03041689
PC8 <= -2.684477
PC19 <= -1.504036
PC85 <= 0.5326701
-> class 2\|3 [0.939]
Rule 35/250: (120/6.6, lift 8.4)
PC4 <= 0.03041689
PC8 <= -2.684477
PC19 <= -1.504036
PC25 > -0.1120611
PC55 > -0.3659579
PC73 <= 0.2827297
PC85 <= 0.5326701
-> class 2\|3 [0.937]
Rule 35/251: (232.3/14.2, lift 8.4)
PC1 <= -0.3832309
PC8 > -3.424934
PC8 <= -2.684477
PC19 > -1.504036
PC21 > -1.799049
PC26 <= 2.336682
PC46 <= 0.4325333
PC65 <= 3.897452
PC73 > -1.499911
PC85 <= 0.5326701
-> class 2\|3 [0.935]
Rule 35/252: (43.6/2.3, lift 8.3)
PC1 > -2.520147
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC33 > -0.444202
PC41 <= 2.508462
PC73 > -1.499911
PC87 <= -0.7578653
-> class 2\|3 [0.927]
Rule 35/253: (116/8, lift 8.3)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC19 <= 2.250739
PC22 <= 0.7884841
PC36 <= 0.6127697
PC37 > 0.4143222
PC43 > -1.508996
PC60 <= 0.08336897
PC86 <= 0.3425364
PC87 > -0.7578653
-> class 2\|3 [0.924]
Rule 35/254: (11.4/0.1, lift 8.2)
PC1 <= -0.3832309
PC2 <= 2.526915
PC6 <= -3.446353
PC8 > -0.2273773
PC44 <= 0.6074791
-> class 2\|3 [0.916]
Rule 35/255: (33.7/2.5, lift 8.1)
PC2 <= 2.526915
PC8 <= -2.684477
PC25 > 0.3182129
PC46 <= 0.4325333
PC85 > 0.5326701
-> class 2\|3 [0.901]
Rule 35/256: (7.5, lift 8.0)
PC8 <= -2.684477
PC18 > 2.245493
-> class 2\|3 [0.894]
Rule 35/257: (5.7, lift 7.8)
PC1 > -0.3832309
PC8 <= -3.76792
PC26 > 2.247004
-> class 2\|3 [0.869]
Rule 35/258: (425.2/93.5, lift 7.0)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC33 > -0.444202
PC34 > -0.5644171
PC37 <= 0.4143222
PC43 > -1.508996
PC64 <= 0.0400893
PC74 > -0.08761997
PC81 <= 0.5977508
PC87 > -0.7578653
-> class 2\|3 [0.779]
Rule 35/259: (31.6/6.7, lift 6.9)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -0.2273773
PC8 <= 2.595427
PC10 > -0.1414053
PC20 <= 0.002271837
PC31 <= -0.2166641
PC44 > 0.6074791
-> class 2\|3 [0.770]
Rule 35/260: (38.9/13.6, lift 5.8)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC34 <= -0.5644171
PC43 > -1.508996
PC87 > -0.7578653
-> class 2\|3 [0.642]
Rule 35/261: (14.6/5.1, lift 5.6)
PC1 > -0.3832309
PC2 <= 2.526915
PC8 > -3.76792
PC10 <= -0.7764253
PC27 <= 0.2400517
-> class 2\|3 [0.630]
Rule 35/262: (121.3, lift 22.5)
PC2 <= 2.526915
PC8 <= -2.684477
PC17 > 0.120281
PC24 > -0.04093142
PC46 <= 0.4325333
PC66 <= 0.197227
PC90 > 0.3692352
PC93 <= 0.3211098
-> class 2\|4 [0.992]
Rule 35/263: (95.1/0.4, lift 22.4)
PC1 <= -0.3832309
PC8 <= -2.684477
PC17 > 0.120281
PC24 <= -0.04093142
PC46 <= 0.4325333
PC49 > -0.4326419
-> class 2\|4 [0.985]
Rule 35/264: (55.8, lift 22.3)
PC1 <= -0.3832309
PC4 <= 0.03041689
PC8 <= -2.684477
PC19 <= -1.504036
PC25 <= -0.1120611
PC46 <= 0.4325333
PC54 > -0.6117583
PC94 <= 0.8244115
-> class 2\|4 [0.982]
Rule 35/265: (148.5/1.8, lift 22.3)
PC1 <= -0.3832309
PC4 <= 0.03041689
PC5 <= 1.802269
PC8 <= -0.2273773
PC19 <= -1.504036
PC46 <= 0.4325333
PC54 > -0.6117583
PC73 > 0.2827297
PC85 <= 0.5326701
PC94 <= 0.8244115
-> class 2\|4 [0.981]
Rule 35/266: (80.7/0.8, lift 22.2)
PC4 <= 0.03041689
PC8 <= -2.684477
PC19 <= -1.504036
PC46 <= 0.4325333
PC54 > -0.6117583
PC55 <= -0.3659579
PC94 <= 0.8244115
-> class 2\|4 [0.978]
Rule 35/267: (51.8/0.7, lift 22.0)
PC1 <= -0.3832309
PC8 <= -3.424934
PC17 > 0.120281
PC19 > -1.504036
PC46 <= 0.4325333
PC66 > 0.197227
-> class 2\|4 [0.968]
Rule 35/268: (25.9, lift 21.9)
PC8 <= -2.684477
PC65 > 3.897452
PC73 > -1.499911
-> class 2\|4 [0.964]
Rule 35/269: (31.1/0.3, lift 21.8)
PC1 <= -0.3832309
PC8 <= -3.424934
PC17 > 0.120281
PC46 <= 0.4325333
PC66 <= 0.197227
PC90 <= 0.3692352
PC100 > 0.5275961
-> class 2\|4 [0.961]
Rule 35/270: (375.6/20.6, lift 21.4)
PC2 <= 2.526915
PC5 > -1.780965
PC8 <= -2.684477
PC18 <= 2.245493
PC22 > -1.588134
PC25 <= 0.3182129
PC46 <= 0.4325333
PC73 > -1.499911
PC85 > 0.5326701
-> class 2\|4 [0.943]
Rule 35/271: (12.1, lift 21.1)
PC1 > -0.3832309
PC1 <= 10.04078
PC3 <= -0.078421
PC8 <= -1.203757
PC10 > -0.7764253
PC21 > 0.5895286
-> class 2\|4 [0.929]
Rule 35/272: (64/5.3, lift 20.5)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC43 > -1.508996
PC47 <= -0.7832964
PC60 > 0.08336897
PC87 > -0.7578653
PC90 > -0.3420283
PC90 <= 0.2148222
-> class 2\|4 [0.905]
Rule 35/273: (62.6/7.4, lift 19.7)
PC1 <= -0.3832309
PC2 <= 2.526915
PC8 <= -0.2273773
PC19 <= -1.504036
PC46 <= -0.7873852
-> class 2\|4 [0.870]
Rule 35/274: (5.5, lift 19.7)
PC2 <= 2.526915
PC8 > -2.684477
PC8 <= -0.2273773
PC43 <= -1.508996
PC47 <= -0.7896059
PC87 > -0.7578653
-> class 2\|4 [0.867]
Rule 35/275: (5.5/0.8, lift 17.4)
PC2 <= 2.526915
PC8 <= -0.2273773
PC33 > -0.444202
PC81 <= -0.7498337
PC87 <= -0.7578653
-> class 2\|4 [0.766]
Rule 35/276: (16.4/5.2, lift 15.1)
PC1 <= -0.3832309
PC8 <= -3.424934
PC32 > 3.756586
PC46 <= 0.4325333
PC85 <= 0.5326701
PC90 <= 0.3692352
-> class 2\|4 [0.664]
Rule 35/277: (238.2/92.2, lift 13.9)
PC1 > -0.3832309
PC2 <= 2.526915
PC8 <= -3.76792
-> class 2\|4 [0.612]
Default class: 2\|3
----- Trial 36: -----
Rules:
Rule 36/1: (143/0.8, lift 15.1)
PC2 > 2.5099
PC3 > -1.655975
PC4 > -1.352813
PC5 > -1.445506
PC11 > -0.07666743
PC15 > -0.4525496
PC18 > -0.3695138
PC20 > -2.050488
PC21 > -0.4086362
PC24 > -0.2373658
PC37 <= 0.9709059
PC64 > -1.309903
PC76 <= 0.6999621
PC87 <= 0.03423229
PC91 > -0.5622177
-> class 0\|0 [0.987]
Rule 36/2: (74.4, lift 15.1)
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC27 <= 2.941081
PC86 <= -1.971699
-> class 0\|0 [0.987]
Rule 36/3: (48.4, lift 15.0)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC60 <= -1.429268
-> class 0\|0 [0.980]
Rule 36/4: (41.6, lift 14.9)
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC28 <= -2.601815
PC58 > -1.571691
-> class 0\|0 [0.977]
Rule 36/5: (56.6/0.4, lift 14.9)
PC4 > -8.85757
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC58 > -1.571691
PC88 > -5.41508
PC99 <= -1.27053
-> class 0\|0 [0.977]
Rule 36/6: (39.1, lift 14.9)
PC18 > 6.247046
PC28 > -2.601815
PC36 <= 4.089905
-> class 0\|0 [0.976]
Rule 36/7: (27.3, lift 14.8)
PC1 <= -0.5732316
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC27 <= 2.941081
PC72 > 0.5862461
-> class 0\|0 [0.966]
Rule 36/8: (131.6/3.6, lift 14.8)
PC2 > 2.5099
PC3 > -1.655975
PC10 <= -1.552922
PC11 > -0.07666743
PC18 <= 2.111802
PC21 > -0.4086362
PC24 > 0.09917192
PC28 > -0.6406076
PC37 <= 0.9709059
PC63 <= 0.8724496
PC64 > -1.309903
PC65 <= -0.1981317
PC87 <= 0.2622985
PC91 > -0.5622177
-> class 0\|0 [0.965]
Rule 36/9: (185.8/6, lift 14.7)
PC1 <= -0.5732316
PC2 > 2.5099
PC5 <= 1.727566
PC12 > -1.02384
PC13 <= 7.236558
PC18 > 2.859
PC29 <= 3.266254
PC45 > -0.6415071
PC75 > 0.1422311
-> class 0\|0 [0.962]
Rule 36/10: (163.7/6.3, lift 14.6)
PC4 > -8.85757
PC12 <= -0.5625758
PC17 > -0.1491582
PC18 > 2.111802
PC44 > -0.282179
PC58 > -1.571691
PC75 <= 0.1422311
PC99 <= 1.986757
-> class 0\|0 [0.956]
Rule 36/11: (18.3, lift 14.5)
PC2 > 2.5099
PC14 > 1.962708
PC31 > 0.1783828
PC36 <= 4.089905
PC42 <= -0.1716764
PC86 <= 4.257531
-> class 0\|0 [0.951]
Rule 36/12: (74.2/3.1, lift 14.5)
PC1 <= -0.5732316
PC13 <= 0.4862592
PC14 > 0.02895941
PC18 > 2.111802
PC49 > -0.41427
PC61 <= 0.09311108
PC70 <= -0.3073335
PC97 <= -0.0816716
-> class 0\|0 [0.946]
Rule 36/13: (16.3, lift 14.4)
PC18 > 2.111802
PC27 <= 2.941081
PC75 <= 0.1422311
PC88 <= -5.41508
PC99 <= 1.986757
-> class 0\|0 [0.945]
Rule 36/14: (54.6/2.2, lift 14.4)
PC1 <= -0.5732316
PC2 > 2.5099
PC4 > -8.85757
PC12 > -0.5625758
PC14 <= 0.02895941
PC18 > 2.111802
PC49 > -0.41427
PC61 <= 0.09311108
-> class 0\|0 [0.944]
Rule 36/15: (30.7/1.4, lift 14.2)
PC4 > -8.85757
PC13 <= 0.4862592
PC18 > 2.111802
PC27 <= 2.941081
PC49 > -0.41427
PC58 > -1.571691
PC69 <= -1.0957
PC70 > -0.3073335
PC99 <= 1.986757
-> class 0\|0 [0.927]
Rule 36/16: (14.4/0.3, lift 14.1)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.881783
PC13 <= 7.236558
PC17 > -0.1491582
PC27 <= 2.941081
PC46 <= -1.227836
PC58 > -1.571691
-> class 0\|0 [0.923]
Rule 36/17: (111.6/10.5, lift 13.7)
PC4 > -8.85757
PC12 > -0.5625758
PC13 <= 0.4862592
PC18 > 2.111802
PC49 > -0.41427
PC58 > -1.571691
PC61 <= 0.09311108
PC70 <= -0.3073335
PC72 <= -0.07653289
PC75 <= 0.1422311
-> class 0\|0 [0.899]
Rule 36/18: (6.9, lift 13.6)
PC13 > 7.236558
PC36 <= 4.089905
PC37 <= -0.2538081
PC42 <= -0.1716764
PC73 <= 0.4181305
-> class 0\|0 [0.888]
Rule 36/19: (453.9/65.2, lift 13.1)
PC1 > -0.5732316
PC13 <= 7.236558
PC18 > 2.111802
PC27 <= 2.941081
-> class 0\|0 [0.855]
Rule 36/20: (26/10.7, lift 8.9)
PC2 > 2.5099
PC3 <= -1.655975
PC13 <= 7.236558
PC18 > -0.3695138
PC18 <= 2.111802
PC42 > -3.974739
PC43 <= -2.217216
-> class 0\|0 [0.583]
Rule 36/21: (144.8, lift 11.4)
PC2 > 2.5099
PC3 <= -1.655975
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.3695138
PC18 <= 2.111802
PC20 > -2.050488
PC32 > 0.1621092
PC40 > -2.360861
PC43 > -2.217216
PC79 <= 0.71991
PC86 <= 4.257531
-> class 0\|1 [0.993]
Rule 36/22: (76.5, lift 11.4)
PC2 > 2.5099
PC3 <= -1.655975
PC13 <= 7.236558
PC18 > 0.4270728
PC18 <= 2.111802
PC20 > -2.050488
PC71 > 0.2256726
PC79 <= 0.71991
PC85 <= 0.499579
PC99 > -0.7167064
-> class 0\|1 [0.987]
Rule 36/23: (75, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.111802
PC21 <= -0.4086362
-> class 0\|1 [0.987]
Rule 36/24: (65.1, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC76 > 0.6999621
-> class 0\|1 [0.985]
Rule 36/25: (66.6, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.111802
PC63 > 0.8724496
-> class 0\|1 [0.985]
Rule 36/26: (251.4/3, lift 11.3)
PC3 <= -1.655975
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 0.4270728
PC18 <= 2.111802
PC20 > -2.050488
PC40 > -2.360861
PC43 > -2.217216
PC71 <= 0.2245165
PC79 <= 0.71991
PC89 > -1.146024
-> class 0\|1 [0.984]
Rule 36/27: (60.3, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 2.111802
PC24 <= -0.2373658
-> class 0\|1 [0.984]
Rule 36/28: (61.4, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 2.111802
PC24 <= 0.09917192
PC53 <= 0.512153
PC87 > 0.03423229
-> class 0\|1 [0.984]
Rule 36/29: (62.3, lift 11.3)
PC2 > 2.5099
PC10 <= -1.552922
PC18 > -0.3695138
PC18 <= 2.111802
PC37 <= 0.9709059
PC87 > 0.2622985
-> class 0\|1 [0.984]
Rule 36/30: (57.8, lift 11.3)
PC10 <= -0.9260765
PC18 > -1.127962
PC18 <= -0.3695138
PC28 <= 1.016321
PC44 > 0.715462
PC46 > -1.43851
-> class 0\|1 [0.983]
Rule 36/31: (57.3, lift 11.3)
PC2 > 2.5099
PC3 <= -1.655975
PC13 <= 7.236558
PC18 > -0.3695138
PC18 <= 0.4270728
PC39 <= 0.6263481
PC86 <= 4.257531
PC89 > -1.146024
PC97 > -0.2877332
PC99 > 0.337313
-> class 0\|1 [0.983]
Rule 36/32: (57, lift 11.3)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 2.111802
PC65 > -0.1981317
PC87 > 0.03423229
-> class 0\|1 [0.983]
Rule 36/33: (42.9, lift 11.2)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.111802
PC64 <= -1.309903
-> class 0\|1 [0.978]
Rule 36/34: (37.1, lift 11.2)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC11 <= -0.07666743
PC15 > -0.4525496
PC18 <= 2.111802
PC40 > -2.360861
PC86 <= 4.257531
-> class 0\|1 [0.974]
Rule 36/35: (34.4, lift 11.2)
PC5 > 1.727566
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC75 > 0.1422311
-> class 0\|1 [0.973]
Rule 36/36: (29.7, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > -0.07666743
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 2.111802
PC21 > -0.4086362
PC24 > -0.2373658
PC53 <= 0.512153
PC91 <= -0.5622177
-> class 0\|1 [0.968]
Rule 36/37: (27.1, lift 11.1)
PC3 <= 1.640775
PC10 <= -0.9260765
PC18 > -1.127962
PC18 <= -0.3695138
PC46 > -1.43851
PC77 > 0.1767688
-> class 0\|1 [0.966]
Rule 36/38: (58.9/1.1, lift 11.1)
PC13 > 7.236558
PC31 <= 0.1783828
PC42 > -3.974739
PC42 <= -0.1716764
PC73 <= 0.4181305
PC88 > -1.150503
-> class 0\|1 [0.966]
Rule 36/39: (27.7/0.1, lift 11.1)
PC2 > 2.5099
PC12 > -1.881783
PC18 > -0.3695138
PC18 <= 2.111802
PC40 > -2.360861
PC44 <= -0.7757245
PC79 > 0.71991
PC86 <= 4.257531
-> class 0\|1 [0.962]
Rule 36/40: (21.7, lift 11.0)
PC2 > 2.5099
PC3 > -1.655975
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 2.111802
PC37 > 0.9709059
-> class 0\|1 [0.958]
Rule 36/41: (19.2, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -1.445506
PC40 > -2.360861
PC53 <= 0.512153
PC87 <= 0.03423229
-> class 0\|1 [0.953]
Rule 36/42: (14, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.3695138
PC18 <= 2.111802
PC23 > 3.041091
PC40 > -2.360861
PC86 <= 4.257531
PC88 <= 4.352312
-> class 0\|1 [0.937]
Rule 36/43: (15.5/0.1, lift 10.8)
PC3 <= 1.640775
PC18 <= -1.127962
PC78 > 2.841389
PC79 > -0.2786686
PC99 > -2.727979
-> class 0\|1 [0.935]
Rule 36/44: (12.3, lift 10.7)
PC10 <= -0.9260765
PC18 > -1.127962
PC18 <= -0.3695138
PC95 > 0.6273936
-> class 0\|1 [0.930]
Rule 36/45: (7.7, lift 10.3)
PC2 > 2.5099
PC42 <= -1.87517
PC46 > -1.43851
PC51 > 0.8490421
-> class 0\|1 [0.897]
Rule 36/46: (6.9, lift 10.2)
PC13 > 7.236558
PC18 > -0.3695138
PC42 > -0.1716764
PC62 > 0.8338502
-> class 0\|1 [0.887]
Rule 36/47: (63.7/9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC46 <= -1.43851
PC53 <= 0.04676611
-> class 0\|1 [0.848]
Rule 36/48: (1117.5/445.3, lift 6.9)
PC1 <= -0.5732316
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 2.111802
PC60 > -1.429268
PC72 <= 0.5862461
PC86 > -1.971699
-> class 0\|1 [0.601]
Rule 36/49: (55.3/1.5, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 2.111802
PC20 > -2.050488
PC42 > -3.974739
PC79 <= 0.71991
PC89 <= -1.146024
-> class 0\|2 [0.957]
Rule 36/50: (19, lift 9.7)
PC2 > 2.5099
PC9 > -0.2766769
PC18 <= -0.3695138
PC34 <= 5.685607
PC62 <= 0.8456839
PC89 <= 0.09620822
PC97 > 1.297244
-> class 0\|2 [0.952]
Rule 36/51: (75.7/6.7, lift 9.2)
PC3 <= 1.640775
PC8 > 0.1128407
PC16 > -0.1847387
PC18 <= -1.127962
PC57 <= 1.342877
PC82 <= 0.3281211
PC99 > -2.727979
-> class 0\|2 [0.901]
Rule 36/52: (8086.2/6128.5, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.242]
Rule 36/53: (179.4/0.3, lift 11.7)
PC1 > -0.8482496
PC3 <= 1.640775
PC5 <= 2.57797
PC9 <= -0.2766769
PC18 <= -1.127962
PC28 > -1.425636
PC33 <= 4.564105
PC43 <= 1.497854
PC71 <= 1.017382
PC72 <= 0.7719766
-> class 0\|3 [0.993]
Rule 36/54: (100.8, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.430294
PC18 <= -0.3695138
PC28 > -1.425636
PC33 <= 4.564105
-> class 0\|3 [0.990]
Rule 36/55: (90.8, lift 11.7)
PC16 > -0.6502026
PC36 > 4.089905
-> class 0\|3 [0.989]
Rule 36/56: (80.1, lift 11.7)
PC4 > -8.261679
PC4 <= 9.305666
PC18 <= -1.127962
PC30 <= -3.932834
PC43 <= 1.497854
PC57 <= 1.342877
PC62 <= 0.8456839
-> class 0\|3 [0.988]
Rule 36/57: (64.6, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC42 <= -3.974739
PC65 > -62.54062
-> class 0\|3 [0.985]
Rule 36/58: (51, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.952152
PC16 <= -0.1847387
PC18 <= -1.127962
PC37 > -0.791843
PC46 > -1.43851
PC57 <= 1.342877
PC82 <= 4.352963
-> class 0\|3 [0.981]
Rule 36/59: (49.5, lift 11.6)
PC5 <= 1.952152
PC16 > 0.2175646
PC18 <= -1.127962
PC36 > 0.1439399
PC37 > -0.791843
PC43 <= 1.497854
PC57 <= 1.342877
PC64 > -0.4628634
PC89 > 0.09620822
PC94 <= 0.5251935
-> class 0\|3 [0.981]
Rule 36/60: (125.6/1.4, lift 11.6)
PC5 <= 1.952152
PC9 > -0.2766769
PC16 > 0.2175646
PC18 <= -1.127962
PC26 <= 1.409878
PC28 > -1.425636
PC37 > -0.791843
PC43 <= 1.497854
PC49 <= 1.030858
PC57 <= 1.342877
PC61 > -0.553929
PC71 <= 0.8729527
PC82 > 0.3281211
PC94 <= 0.5251935
-> class 0\|3 [0.981]
Rule 36/61: (65.5/0.3, lift 11.6)
PC3 <= 1.640775
PC4 > -8.261679
PC4 <= 9.305666
PC5 <= 2.57797
PC18 <= -1.127962
PC26 <= 1.409878
PC28 > -1.425636
PC38 > -2.339806
PC39 > -0.8554561
PC69 > 1.093049
PC72 <= 0.7719766
PC75 <= 0.4700849
-> class 0\|3 [0.981]
Rule 36/62: (48.9, lift 11.6)
PC5 <= 2.57797
PC16 > 0.2175646
PC18 <= -0.3695138
PC26 <= 1.409878
PC28 > -1.425636
PC37 > -0.791843
PC49 <= 1.030858
PC64 <= -0.4628634
PC67 <= -0.1208544
PC78 <= 1.706047
PC94 <= 0.5251935
-> class 0\|3 [0.980]
Rule 36/63: (47.5, lift 11.6)
PC3 <= 1.640775
PC16 > 0.2175646
PC18 <= -0.3695138
PC26 <= 1.409878
PC28 > -1.425636
PC38 > -2.339806
PC42 > -1.87517
PC64 <= -0.4628634
PC97 <= -0.5945003
-> class 0\|3 [0.979]
Rule 36/64: (87.3/0.9, lift 11.6)
PC3 <= 1.640775
PC5 <= 1.952152
PC9 > -0.2766769
PC16 > -0.1847387
PC18 <= -0.3695138
PC26 <= 1.409878
PC28 > -1.425636
PC37 > -0.791843
PC57 <= 1.342877
PC62 <= 0.8456839
PC75 > 0.4700849
PC82 <= 4.352963
-> class 0\|3 [0.978]
Rule 36/65: (68/0.5, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC5 <= 2.57797
PC18 <= -1.127962
PC28 > -1.425636
PC38 > -2.339806
PC58 > -4.939949
PC72 > 0.7719766
-> class 0\|3 [0.978]
Rule 36/66: (58.5/0.4, lift 11.5)
PC1 > -0.6274796
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9260765
PC18 > -1.127962
PC18 <= -0.3695138
PC22 <= 0.3052551
-> class 0\|3 [0.976]
Rule 36/67: (36.3, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.2766769
PC16 > 0.2175646
PC18 <= -0.3695138
PC28 > -1.425636
PC33 <= 4.564105
PC36 > -2.252803
PC54 <= -0.6864179
PC61 > -0.553929
PC89 > 0.09620822
-> class 0\|3 [0.974]
Rule 36/68: (43.4/0.3, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC46 > -1.43851
PC99 <= -2.727979
-> class 0\|3 [0.972]
Rule 36/69: (33.5, lift 11.5)
PC2 > 2.5099
PC18 <= -0.3695138
PC46 > -1.43851
PC49 > 1.352244
-> class 0\|3 [0.972]
Rule 36/70: (60.6/0.8, lift 11.5)
PC7 > -0.3593628
PC7 <= 0.2344958
PC13 > 7.236558
PC17 <= 0.6426809
PC18 > -0.3695138
PC42 > -0.1716764
-> class 0\|3 [0.971]
Rule 36/71: (72.7/1.3, lift 11.5)
PC5 <= 1.952152
PC9 > -0.2766769
PC13 > 1.424227
PC16 > 0.2175646
PC18 <= -1.127962
PC33 <= 4.564105
PC37 > -0.791843
PC39 > -0.8554561
PC57 <= 1.342877
PC61 > -0.553929
PC82 <= 4.352963
-> class 0\|3 [0.969]
Rule 36/72: (29.4, lift 11.4)
PC4 <= 9.305666
PC18 <= -1.127962
PC40 <= -2.798079
PC46 > -1.43851
-> class 0\|3 [0.968]
Rule 36/73: (38.3/0.3, lift 11.4)
PC2 > 2.5099
PC4 > -8.261679
PC5 <= 2.57797
PC18 <= -1.127962
PC27 > 0.742397
PC49 <= 1.030858
PC61 <= -0.553929
PC72 <= 0.7719766
-> class 0\|3 [0.968]
Rule 36/74: (45.3/0.6, lift 11.4)
PC2 > 2.5099
PC18 > -0.3695138
PC18 <= 2.111802
PC20 <= -2.050488
PC67 <= -0.3387419
-> class 0\|3 [0.966]
Rule 36/75: (28.9/0.2, lift 11.4)
PC2 > 2.5099
PC4 <= 9.305666
PC18 <= -1.127962
PC38 <= -2.869169
PC46 > -1.43851
PC82 <= 4.352963
-> class 0\|3 [0.961]
Rule 36/76: (101.1/3, lift 11.4)
PC4 > -8.261679
PC5 <= 2.57797
PC8 <= 0.1128407
PC13 <= -1.049499
PC17 <= -2.03417
PC18 <= -1.127962
PC36 > -2.252803
PC64 > -0.4628634
PC68 <= 0.7868761
PC71 <= 0.8729527
PC83 <= 0.3144099
PC94 <= 0.5251935
PC97 <= 0.6007369
-> class 0\|3 [0.961]
Rule 36/77: (23.5, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.389194
PC18 > -1.127962
PC18 <= -0.3695138
-> class 0\|3 [0.961]
Rule 36/78: (277/10.1, lift 11.4)
PC4 > -8.261679
PC5 <= 1.952152
PC8 <= 0.1128407
PC13 > -1.032094
PC14 <= 0.4034774
PC16 > 0.2175646
PC18 <= -1.311572
PC26 <= 1.409878
PC36 > -2.252803
PC37 > -0.791843
PC38 <= 1.322918
PC49 <= 1.030858
PC61 > -0.553929
PC64 > -0.4628634
PC64 <= 1.101628
PC71 <= 0.8729527
PC74 > -0.8499757
PC89 <= 0.09620822
PC90 > -1.115723
PC94 <= 0.5251935
PC97 <= 0.6007369
-> class 0\|3 [0.960]
Rule 36/79: (40.3/0.7, lift 11.4)
PC13 > 7.236558
PC42 > -0.1716764
PC62 <= 0.8338502
PC92 <= -1.641856
-> class 0\|3 [0.960]
Rule 36/80: (65.9/1.9, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC18 <= -1.127962
PC33 <= 4.564105
PC38 > -2.869169
PC56 > -6.408858
PC82 > 1.377942
-> class 0\|3 [0.957]
Rule 36/81: (20.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.261679
PC4 <= 9.305666
PC18 <= -1.127962
PC19 <= -0.04979363
PC26 <= 1.409878
PC37 > -0.791843
PC64 <= -0.4628634
-> class 0\|3 [0.956]
Rule 36/82: (19.3, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.127962
PC26 <= 1.409878
PC28 > -1.425636
PC33 <= 4.564105
PC44 > 0.6465972
PC46 > -1.43851
PC61 > -0.553929
PC64 <= -0.4628634
PC82 <= 4.352963
-> class 0\|3 [0.953]
Rule 36/83: (107.7/4.3, lift 11.3)
PC2 > 2.5099
PC18 <= -1.127962
PC26 <= 1.409878
PC28 > -1.425636
PC39 <= -0.8554561
PC43 <= 1.497854
PC46 > -1.22122
PC49 <= 1.030858
PC61 > -0.553929
PC62 <= 0.8456839
PC71 <= 0.8729527
PC78 <= 2.841389
-> class 0\|3 [0.952]
Rule 36/84: (14.3, lift 11.1)
PC13 > 7.236558
PC14 <= 1.962708
PC42 <= -0.1716764
-> class 0\|3 [0.939]
Rule 36/85: (12.5, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.127962
PC18 <= -0.3695138
PC46 > -1.43851
PC71 > 1.373048
-> class 0\|3 [0.931]
Rule 36/86: (36.7/1.7, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9260765
PC18 > -1.127962
PC18 <= -0.3695138
PC37 <= -1.030322
-> class 0\|3 [0.929]
Rule 36/87: (133.8/16.1, lift 10.3)
PC2 > 2.5099
PC4 > -8.261679
PC5 <= 1.952152
PC18 <= -1.127962
PC28 > -1.425636
PC33 <= 4.564105
PC38 <= 1.322918
PC49 <= 1.030858
PC64 > -0.4628634
PC89 <= 0.09620822
PC97 > 0.649146
PC97 <= 1.297244
-> class 0\|3 [0.874]
Rule 36/88: (42.1/7.1, lift 9.6)
PC2 > 2.5099
PC18 > -0.3695138
PC86 > 4.257531
-> class 0\|3 [0.816]
Rule 36/89: (68.2/12.5, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.127962
PC42 <= -1.87517
PC51 <= 0.8490421
-> class 0\|3 [0.807]
Rule 36/90: (97.6/19.4, lift 9.4)
PC4 <= 9.305666
PC18 <= -0.3695138
PC28 <= -1.425636
PC34 <= 5.685607
PC56 > -6.408858
PC78 <= 2.841389
PC94 <= 0.02989366
-> class 0\|3 [0.795]
Rule 36/91: (128.8, lift 26.9)
PC8 <= 1.687932
PC16 <= -5.244119
PC48 <= -0.143017
PC65 > -0.01332929
-> class 1\|0 [0.992]
Rule 36/92: (50, lift 26.6)
PC3 > 1.640775
PC18 <= 0.7419922
PC64 > 0.9163531
PC92 <= 0.409618
PC94 <= -0.7396485
PC95 > -0.4508555
-> class 1\|0 [0.981]
Rule 36/93: (111.3/2.3, lift 26.3)
PC1 > -0.430681
PC3 <= 0.7393595
PC6 <= 3.605428
PC9 > 0.387363
PC10 > -0.7035123
PC19 > -1.358364
PC29 <= 0.02997186
PC68 <= 1.082112
-> class 1\|0 [0.971]
Rule 36/94: (31.6, lift 26.3)
PC3 > 0.7393595
PC14 <= -1.846593
PC16 > -1.941889
PC43 > 0.2660365
-> class 1\|0 [0.970]
Rule 36/95: (73.4/1.8, lift 26.1)
PC1 > -0.430681
PC3 <= 0.7393595
PC6 <= -2.400848
PC9 > -0.1601986
PC19 > -1.358364
PC23 <= 2.17248
PC67 > -0.1166998
-> class 1\|0 [0.963]
Rule 36/96: (20.4, lift 25.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC24 <= 3.5633
PC60 > 1.045425
-> class 1\|0 [0.955]
Rule 36/97: (45.1/1.9, lift 25.4)
PC1 > -0.430681
PC3 <= 0.7393595
PC10 > -0.7506621
PC32 > 2.810948
-> class 1\|0 [0.938]
Rule 36/98: (10.2, lift 24.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC37 > 0.4278759
PC41 <= 0.2935094
PC61 <= 0.07929336
-> class 1\|0 [0.915]
Rule 36/99: (9.6/0.7, lift 23.0)
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -5.244119
PC24 > 3.5633
-> class 1\|0 [0.849]
Rule 36/100: (4.4, lift 22.9)
PC2 > 2.5099
PC3 > 1.640775
PC37 > 0.08206944
PC37 <= 0.08415122
PC61 <= 0.07929336
-> class 1\|0 [0.844]
Rule 36/101: (4.3, lift 22.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC37 > 0.08206944
PC56 <= -0.6528423
PC61 <= 0.07929336
-> class 1\|0 [0.841]
Rule 36/102: (3, lift 21.6)
PC2 > 2.5099
PC5 > 6.559638
PC37 > 0.08206944
PC41 <= 0.2935094
PC61 <= 0.07929336
-> class 1\|0 [0.798]
Rule 36/103: (33.6/6.2, lift 21.6)
PC2 > 2.5099
PC3 > 1.640775
PC24 <= 3.5633
PC37 > 0.08206944
PC41 > 0.2935094
PC61 <= 0.07929336
PC64 <= 0.9163531
-> class 1\|0 [0.798]
Rule 36/104: (19.1/4.5, lift 20.0)
PC3 > 0.8452482
PC3 <= 3.257528
PC12 > 1.732339
PC16 > -1.941889
PC43 > 0.2660365
-> class 1\|0 [0.739]
Rule 36/105: (11/2.5, lift 19.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC37 > 0.08206944
PC41 <= 0.2935094
PC94 <= -1.051309
-> class 1\|0 [0.727]
Rule 36/106: (587.4/274.3, lift 14.4)
PC1 > -0.3366674
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -1.941889
PC28 <= 0.2511232
-> class 1\|0 [0.533]
Rule 36/107: (76.6, lift 14.5)
PC1 > 16.22355
PC6 <= -1.250467
PC10 > -0.7506621
PC19 <= -1.358364
-> class 1\|1 [0.987]
Rule 36/108: (49.9, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC6 > -2.400848
PC8 <= 1.305627
PC9 > -0.1601986
PC11 <= 1.490092
PC16 > -1.941889
PC29 > 0.02997186
PC67 > -0.1166998
-> class 1\|1 [0.981]
Rule 36/109: (46.1, lift 14.4)
PC3 > 0.7393595
PC3 <= 0.8452482
PC43 > 0.2660365
-> class 1\|1 [0.979]
Rule 36/110: (42.7, lift 14.4)
PC1 > -0.430681
PC10 > -0.7506621
PC16 > -1.941889
PC25 > 0.3525581
PC43 <= 0.2660365
PC45 <= -0.37987
PC48 <= 0.6985834
-> class 1\|1 [0.977]
Rule 36/111: (123.1/2.1, lift 14.3)
PC1 > -0.3366674
PC10 > -0.7506621
PC16 <= -1.941889
PC17 <= 0.5112413
PC28 <= 0.2511232
PC55 <= -0.8495878
PC96 <= 0.3794841
-> class 1\|1 [0.976]
Rule 36/112: (38.2, lift 14.3)
PC1 > -0.430681
PC6 > 3.605428
PC8 <= 1.305627
PC9 > 0.387363
PC11 <= 1.490092
PC16 > -1.941889
PC19 > -1.358364
PC23 <= 2.17248
-> class 1\|1 [0.975]
Rule 36/113: (25.4, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC9 <= -0.1601986
PC10 > -0.7506621
PC19 > -1.358364
PC97 <= -0.6781449
-> class 1\|1 [0.963]
Rule 36/114: (36.6/0.7, lift 14.0)
PC2 <= 2.5099
PC16 <= -1.941889
PC28 <= 0.2511232
PC29 > 0.3765648
PC55 > -0.8495878
-> class 1\|1 [0.955]
Rule 36/115: (74/2.6, lift 14.0)
PC2 <= 2.5099
PC4 > -0.2519301
PC10 > 1.023987
PC16 <= -1.941889
PC28 <= 0.2511232
-> class 1\|1 [0.952]
Rule 36/116: (26.8/0.5, lift 13.9)
PC1 > -0.3366674
PC7 > -6.465382
PC7 <= 7.681071
PC11 <= 1.818098
PC16 <= -1.941889
PC59 > -0.7307306
PC98 > 0.1285185
-> class 1\|1 [0.947]
Rule 36/117: (62/3.1, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC94 <= -0.7396485
PC95 <= -0.4508555
-> class 1\|1 [0.936]
Rule 36/118: (11.1, lift 13.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC4 > 0.9510502
PC16 > -1.941889
PC43 <= 0.2660365
-> class 1\|1 [0.924]
Rule 36/119: (10.2, lift 13.5)
PC2 <= 2.5099
PC4 <= -3.054076
-> class 1\|1 [0.918]
Rule 36/120: (9.7, lift 13.4)
PC3 > 1.640775
PC18 > 0.7419922
PC94 <= -0.7396485
-> class 1\|1 [0.915]
Rule 36/121: (36.2/2.3, lift 13.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7393595
PC8 <= 1.305627
PC9 > -0.1601986
PC9 <= 0.387363
PC10 > -0.7506621
PC11 <= 1.490092
PC23 <= 2.17248
-> class 1\|1 [0.914]
Rule 36/122: (9.6/0.1, lift 13.2)
PC1 > -0.430681
PC10 <= 1.023987
PC16 > -1.966228
PC16 <= -1.941889
PC55 > -0.8495878
-> class 1\|1 [0.901]
Rule 36/123: (7.1, lift 13.1)
PC2 <= 2.5099
PC7 > 7.681071
-> class 1\|1 [0.890]
Rule 36/124: (50/5.3, lift 12.9)
PC5 > 12.1829
PC16 <= -1.941889
PC28 <= 0.2511232
-> class 1\|1 [0.878]
Rule 36/125: (12.2/1.2, lift 12.4)
PC1 > -0.430681
PC8 <= -1.538053
PC9 > -3.577604
PC10 <= -0.7506621
-> class 1\|1 [0.842]
Rule 36/126: (37/5.3, lift 12.3)
PC2 <= 2.5099
PC7 <= -6.465382
PC10 <= 1.023987
PC13 <= 0.2095596
PC16 <= -1.941889
PC55 > -0.8495878
-> class 1\|1 [0.838]
Rule 36/127: (19.8/5.9, lift 10.1)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 <= 1.023987
PC16 <= -1.941889
PC55 > -0.8495878
PC59 <= -0.7307306
-> class 1\|1 [0.685]
Rule 36/128: (10.7/3.4, lift 9.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC43 <= 0.2660365
PC62 > 1.794468
-> class 1\|1 [0.655]
Rule 36/129: (1541.8/783.1, lift 7.2)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.492]
Rule 36/130: (120.5, lift 13.6)
PC1 > -0.430681
PC3 <= 0.7393595
PC6 > -1.250467
PC8 <= 1.305627
PC10 > -0.7506621
PC16 > -1.941889
PC19 <= -1.358364
PC29 > -0.01767626
-> class 1\|2 [0.992]
Rule 36/131: (82.4, lift 13.6)
PC1 > -0.430681
PC4 <= 0.9510502
PC14 <= -0.7098765
PC16 > -1.941889
PC25 <= 0.3525581
PC41 <= 0.1714191
PC64 <= -0.4293538
PC66 > -0.4822482
-> class 1\|2 [0.988]
Rule 36/132: (47.9, lift 13.5)
PC1 > -0.430681
PC3 <= 0.7393595
PC9 > -0.1601986
PC11 > 1.490092
PC16 > -1.941889
-> class 1\|2 [0.980]
Rule 36/133: (151.6/2.6, lift 13.4)
PC3 > 9.662193
PC15 <= 0.1377357
PC68 <= 1.312991
-> class 1\|2 [0.977]
Rule 36/134: (38.7, lift 13.4)
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8879908
PC65 <= -0.6731716
PC75 <= 0.5502223
-> class 1\|2 [0.975]
Rule 36/135: (42.2/0.1, lift 13.4)
PC2 <= 2.5099
PC3 > 0.7393595
PC16 > -1.941889
PC21 > -1.818917
PC43 <= 0.2660365
PC62 <= 1.794468
PC66 <= -0.4822482
-> class 1\|2 [0.974]
Rule 36/136: (35.6, lift 13.4)
PC3 > 1.640775
PC15 <= 0.1377357
PC48 > 0.2368063
PC68 > 1.312991
-> class 1\|2 [0.973]
Rule 36/137: (32, lift 13.4)
PC2 <= 2.5099
PC4 <= -1.624205
PC10 > -0.7506621
PC16 > -1.941889
PC43 <= 0.2660365
-> class 1\|2 [0.971]
Rule 36/138: (187.9/4.8, lift 13.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.950717
PC15 <= 0.1377357
PC29 > -0.3887536
PC48 <= 0.2368063
-> class 1\|2 [0.969]
Rule 36/139: (29, lift 13.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8879908
PC58 > 0.7258289
-> class 1\|2 [0.967]
Rule 36/140: (36.7/0.4, lift 13.3)
PC2 <= 2.5099
PC16 <= -1.941889
PC28 > 0.2511232
-> class 1\|2 [0.964]
Rule 36/141: (24.9, lift 13.3)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.662193
PC100 > 0.7481719
-> class 1\|2 [0.963]
Rule 36/142: (255.9/8.9, lift 13.2)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= 2.088192
PC10 > 1.112613
PC14 > -0.7098765
PC25 <= 0.3525581
PC27 <= -0.2050734
PC62 <= 1.794468
-> class 1\|2 [0.962]
Rule 36/143: (18.9, lift 13.1)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8879908
PC75 > 0.5502223
-> class 1\|2 [0.952]
Rule 36/144: (18.4, lift 13.1)
PC2 <= 2.5099
PC8 <= -1.538053
PC10 <= -0.7506621
PC70 <= -0.6577831
-> class 1\|2 [0.951]
Rule 36/145: (15.3, lift 13.0)
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8879908
PC22 <= -2.12056
-> class 1\|2 [0.942]
Rule 36/146: (15.3, lift 13.0)
PC3 > 1.640775
PC15 > 0.1377357
PC16 > -0.8879908
PC75 <= 0.5502223
PC83 <= -0.5257682
-> class 1\|2 [0.942]
Rule 36/147: (106.5/6.9, lift 12.8)
PC3 > 0.7393595
PC9 <= 2.088192
PC14 <= -0.7098765
PC24 <= 4.099611
PC41 <= 0.1714191
PC48 > 0.02725033
PC48 <= 0.6985834
PC79 <= 0.3037795
PC84 > -0.4665823
PC90 > -0.8321912
PC96 <= 1.045652
-> class 1\|2 [0.927]
Rule 36/148: (8.3, lift 12.4)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1377357
PC48 > 0.2368063
PC51 > -0.7457969
-> class 1\|2 [0.903]
Rule 36/149: (47.4/4, lift 12.4)
PC3 > 3.257528
PC12 > 1.732339
PC14 > -1.846593
PC43 > 0.2660365
-> class 1\|2 [0.900]
Rule 36/150: (41.7/3.8, lift 12.3)
PC2 <= 2.5099
PC3 > 0.7393595
PC16 > -1.941889
PC25 > 0.3525581
PC43 <= 0.2660365
PC45 > -0.37987
PC67 > -1.123786
-> class 1\|2 [0.891]
Rule 36/151: (41.3/3.8, lift 12.2)
PC3 > 0.7393595
PC9 > 2.088192
PC16 > -1.941889
PC25 <= 0.3525581
PC43 <= 0.2660365
PC48 <= 0.6985834
-> class 1\|2 [0.889]
Rule 36/152: (36.5/3.4, lift 12.2)
PC11 > 1.818098
PC13 <= 0.2095596
PC16 <= -1.941889
PC55 > -0.8495878
-> class 1\|2 [0.885]
Rule 36/153: (67.7/7.1, lift 12.2)
PC1 > 13.09328
PC8 > 1.305627
PC16 > -1.941889
-> class 1\|2 [0.884]
Rule 36/154: (447.8/51.7, lift 12.2)
PC2 <= 2.5099
PC3 > 0.8452482
PC4 > -3.054076
PC10 > -0.7506621
PC12 <= 1.732339
PC16 > -1.941889
PC18 <= 0.2115095
PC43 > 0.2660365
PC80 > -1.339844
-> class 1\|2 [0.883]
Rule 36/155: (41.9/5.1, lift 11.8)
PC1 > -0.430681
PC8 <= -1.538053
PC10 <= -0.7506621
PC50 <= -0.5425506
-> class 1\|2 [0.860]
Rule 36/156: (122.4/24.6, lift 10.9)
PC2 <= 2.5099
PC3 > 0.7393595
PC4 > 0.6657657
PC4 <= 0.9510502
PC16 > -1.941889
PC66 > -0.4822482
-> class 1\|2 [0.794]
Rule 36/157: (55.7, lift 13.6)
PC2 <= 2.5099
PC10 <= -0.7506621
PC14 <= 2.085181
PC25 <= -0.1999125
-> class 1\|3 [0.983]
Rule 36/158: (52.5, lift 13.6)
PC2 <= 2.5099
PC3 > 0.7393595
PC4 > -1.624205
PC9 <= 2.088192
PC11 <= 1.428556
PC16 > -1.941889
PC27 <= -0.2050734
PC43 <= 0.2660365
PC66 > -0.4822482
-> class 1\|3 [0.982]
Rule 36/159: (210.1/10.9, lift 13.0)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.662193
PC15 <= 0.1377357
PC48 > 0.2368063
PC51 <= -0.7457969
PC68 <= 1.312991
PC100 <= 0.7481719
-> class 1\|3 [0.944]
Rule 36/160: (534.2/35.1, lift 12.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.7393595
PC4 > -1.624205
PC4 <= 0.6657657
PC9 <= 2.088192
PC14 > -0.7098765
PC16 > -1.941889
PC21 > -1.818917
PC25 <= 0.3525581
PC27 > -0.2050734
PC43 <= 0.2660365
PC48 <= 0.6985834
PC66 > -0.4822482
-> class 1\|3 [0.933]
Rule 36/161: (23.3/11.5, lift 7.0)
PC2 <= 2.5099
PC13 > 0.2095596
PC16 <= -1.941889
-> class 1\|3 [0.505]
Rule 36/162: (4885.3/3646.4, lift 3.5)
PC1 > -0.430681
PC2 <= 2.5099
-> class 1\|3 [0.254]
Rule 36/163: (87.2, lift 13.3)
PC1 > -0.430681
PC1 <= 13.09328
PC3 <= 0.7393595
PC8 > 1.305627
PC9 > -2.660782
PC12 > -0.1583443
PC16 > -1.941889
PC32 <= 2.810948
-> class 2\|0 [0.989]
Rule 36/164: (18.9, lift 12.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC10 <= -0.1774239
PC59 <= -0.5256006
-> class 2\|0 [0.952]
Rule 36/165: (68.8/2.7, lift 12.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC10 <= -0.173114
PC32 > 0.9619102
PC36 > 0.09076007
PC75 <= 0.9745336
-> class 2\|0 [0.948]
Rule 36/166: (23.1/2.7, lift 11.5)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC19 <= -1.733185
PC24 <= 0.9433278
PC44 > 0.8259369
PC59 > -0.5256006
-> class 2\|0 [0.853]
Rule 36/167: (29.9/9.9, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC59 <= -0.5256006
PC83 <= -0.4795414
-> class 2\|0 [0.660]
Rule 36/168: (1404/654.6, lift 7.2)
PC1 <= -0.430681
PC8 > 2.291764
-> class 2\|0 [0.534]
Rule 36/169: (1378.5/852.6, lift 5.1)
PC2 <= 2.5099
PC8 > -1.538053
PC10 <= -0.7506621
-> class 2\|0 [0.382]
Rule 36/170: (97.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC19 <= 3.386216
PC20 <= 0.1139575
PC32 <= 0.9619102
PC44 <= 0.8259369
PC59 > -0.5256006
PC85 > -1.504104
PC92 > 0.1015455
-> class 2\|1 [0.990]
Rule 36/171: (114.3/0.2, lift 10.0)
PC1 <= -0.430681
PC8 > 2.291764
PC12 > -1.301862
PC16 > -0.3343709
PC21 <= 1.863799
PC60 <= -0.5047136
-> class 2\|1 [0.990]
Rule 36/172: (95.8, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC11 > -0.9337804
PC42 > -0.295864
PC71 > 0.9060505
-> class 2\|1 [0.990]
Rule 36/173: (86.4, lift 10.0)
PC1 <= -0.430681
PC8 > 2.291764
PC11 <= -0.9337804
-> class 2\|1 [0.989]
Rule 36/174: (82.5, lift 10.0)
PC1 <= -0.430681
PC8 > 0.2281314
PC11 > -0.9337804
PC21 > -0.248798
PC94 > 0.8823869
-> class 2\|1 [0.988]
Rule 36/175: (123.6/0.6, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC12 > -3.024044
PC19 <= 3.386216
PC20 <= 0.1139575
PC32 <= 0.9619102
PC34 <= -0.102236
PC58 > -0.5695113
-> class 2\|1 [0.987]
Rule 36/176: (74.3, lift 10.0)
PC1 <= -0.430681
PC2 > -1.375726
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC20 <= 0.1139575
PC32 <= 0.9619102
PC58 > -0.5695113
-> class 2\|1 [0.987]
Rule 36/177: (65.2, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC19 > -1.733185
PC24 <= 0.9433278
PC44 > 0.8259369
PC59 > -0.5256006
-> class 2\|1 [0.985]
Rule 36/178: (154.1/1.4, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC21 <= -0.248798
PC22 > -1.207938
-> class 2\|1 [0.985]
Rule 36/179: (61.8, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC56 > 0.5283641
-> class 2\|1 [0.984]
Rule 36/180: (110.5/1, lift 9.9)
PC1 <= -0.430681
PC8 > 2.291764
PC42 > -0.295864
PC60 <= -0.5047136
PC96 > 0.1054091
-> class 2\|1 [0.982]
Rule 36/181: (50.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC12 > 5.249692
-> class 2\|1 [0.981]
Rule 36/182: (155.3/2.2, lift 9.9)
PC1 <= -0.430681
PC8 > 2.317248
PC21 > -0.248798
PC21 <= 1.188601
PC42 <= -0.295864
PC59 > -0.640644
PC68 <= 1.302142
PC96 <= 0.2405268
PC98 <= 0.4353995
-> class 2\|1 [0.980]
Rule 36/183: (45.1, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC12 > -1.301862
PC59 > 0.3551677
PC60 > -0.5047136
-> class 2\|1 [0.979]
Rule 36/184: (43.1, lift 9.9)
PC1 <= -0.430681
PC8 > 0.2281314
PC19 <= 3.386216
PC20 > 0.1139575
PC24 <= 0.9433278
PC35 <= -0.3002209
PC44 <= 0.8259369
PC70 <= 0.28965
-> class 2\|1 [0.977]
Rule 36/185: (40.5, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC28 <= -0.2251837
-> class 2\|1 [0.976]
Rule 36/186: (347.1/7.8, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.7917142
PC8 <= 2.291764
PC12 > -3.024044
PC20 <= 0.1139575
PC32 <= 0.9619102
PC44 <= 0.8259369
PC59 > -0.5256006
PC96 > -0.343765
-> class 2\|1 [0.975]
Rule 36/187: (36.9, lift 9.8)
PC1 <= -0.430681
PC8 > 2.291764
PC66 <= -0.8810961
-> class 2\|1 [0.974]
Rule 36/188: (127/2.5, lift 9.8)
PC1 <= -4.201595
PC8 > -1.655082
PC24 <= 0.5386673
PC57 > 0.01745239
-> class 2\|1 [0.973]
Rule 36/189: (33.7, lift 9.8)
PC1 <= -0.430681
PC3 <= -1.549498
PC8 > 0.2281314
PC20 > 0.1139575
-> class 2\|1 [0.972]
Rule 36/190: (43.1/0.4, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7517288
PC8 <= 0.2281314
PC20 <= -0.5790179
-> class 2\|1 [0.969]
Rule 36/191: (154.2/4, lift 9.8)
PC1 <= -0.430681
PC8 > 2.291764
PC12 <= -1.301862
PC15 > -1.987753
-> class 2\|1 [0.968]
Rule 36/192: (38.6/0.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC20 > 0.1139575
PC44 <= 0.8259369
PC47 <= -0.4460302
-> class 2\|1 [0.967]
Rule 36/193: (80/1.8, lift 9.7)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC10 > -0.1774239
PC59 <= -0.5256006
PC73 <= -0.1130561
PC83 > -0.2116191
-> class 2\|1 [0.966]
Rule 36/194: (62.5/1.3, lift 9.7)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC10 > -0.173114
PC32 > 0.9619102
PC52 > -0.08389389
-> class 2\|1 [0.964]
Rule 36/195: (36.4/0.6, lift 9.7)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 > 0.5831117
PC9 <= -0.1601986
PC19 > -1.358364
PC60 <= -0.5978747
-> class 2\|1 [0.960]
Rule 36/196: (22.5, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 0.7917142
PC58 <= -0.5695113
PC59 > -0.5256006
PC85 > -1.504104
-> class 2\|1 [0.959]
Rule 36/197: (38.2/0.8, lift 9.6)
PC1 <= -0.430681
PC8 > 0.2281314
PC12 > -3.024044
PC19 > -0.6589058
PC19 <= 3.386216
PC20 > 0.1139575
PC32 <= 0.9619102
PC41 > 0.1954395
PC47 > -0.4460302
PC70 <= 0.28965
PC81 <= 0.03051938
-> class 2\|1 [0.955]
Rule 36/198: (120.4/4.6, lift 9.6)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC19 <= -0.6589058
PC20 > 0.1139575
PC22 > -1.748018
PC24 <= 0.9433278
PC44 <= 0.8259369
PC70 <= 0.28965
PC88 <= 0.23267
-> class 2\|1 [0.954]
Rule 36/199: (16.5, lift 9.5)
PC1 > -0.430681
PC1 <= 16.22355
PC3 <= 0.7393595
PC6 <= -1.250467
PC8 <= 1.305627
PC10 > -0.7506621
PC19 <= -1.358364
-> class 2\|1 [0.946]
Rule 36/200: (13.1, lift 9.4)
PC1 > -0.430681
PC1 <= -0.3366674
PC2 <= 2.5099
PC16 <= -1.941889
-> class 2\|1 [0.934]
Rule 36/201: (12.1, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC10 <= -0.173114
PC32 > 0.9619102
PC36 <= 0.09076007
-> class 2\|1 [0.929]
Rule 36/202: (124.6/8.3, lift 9.3)
PC2 <= -9.022285
PC4 <= -0.3591195
-> class 2\|1 [0.927]
Rule 36/203: (9.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC14 <= -2.019919
PC28 <= -0.2747726
-> class 2\|1 [0.912]
Rule 36/204: (51.8/4, lift 9.1)
PC1 <= -0.430681
PC8 > 2.291764
PC41 > -0.1639172
PC42 > -0.295864
PC79 > 0.1331386
-> class 2\|1 [0.907]
Rule 36/205: (37.3/2.7, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC10 <= -0.173114
PC75 > 0.9745336
-> class 2\|1 [0.906]
Rule 36/206: (27.1/2.4, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC100 > 3.830744
-> class 2\|1 [0.884]
Rule 36/207: (36/3.9, lift 8.8)
PC1 <= -0.430681
PC8 > 2.291764
PC40 <= -1.046774
PC59 <= 0.3551677
-> class 2\|1 [0.871]
Rule 36/208: (13.2/1.5, lift 8.4)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 <= 1.305627
PC9 <= -0.1601986
PC10 > -0.7506621
PC20 <= -0.8441272
-> class 2\|1 [0.838]
Rule 36/209: (3.9, lift 8.4)
PC1 > -0.430681
PC8 > 1.305627
PC9 <= -2.660782
-> class 2\|1 [0.830]
Rule 36/210: (23.8/4.2, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.7517288
PC8 <= 0.2281314
PC25 > -0.1935104
PC27 > 0.04355385
PC55 > 0.6936838
-> class 2\|1 [0.799]
Rule 36/211: (20.5/5.8, lift 7.0)
PC2 <= 2.5099
PC8 > -0.7517288
PC8 <= 0.2281314
PC57 <= 0.01745239
PC87 <= -0.8420532
-> class 2\|1 [0.697]
Rule 36/212: (183.4, lift 11.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -0.7517288
PC8 <= 0.2281314
PC20 > -0.5790179
PC27 <= 0.04355385
PC57 <= 0.01745239
PC68 <= 2.248143
PC76 <= 0.6715252
PC87 > -0.8420532
-> class 2\|2 [0.995]
Rule 36/213: (158.2, lift 11.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.549498
PC8 > 0.2281314
PC8 <= 2.035859
PC19 > -0.6589058
PC20 > 0.1139575
PC35 > -0.3002209
PC44 <= 0.8259369
PC47 > -0.4460302
PC60 > -1.798167
PC81 > 0.03051938
-> class 2\|2 [0.994]
Rule 36/214: (105.6, lift 11.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= -0.7517288
PC12 <= 5.249692
PC25 > -0.1935104
PC28 > -0.2251837
PC57 <= 0.01745239
PC58 > 0.1642638
PC76 <= 0.6715252
-> class 2\|2 [0.991]
Rule 36/215: (260.6/1.3, lift 11.8)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -0.7517288
PC8 <= 0.2281314
PC15 > -2.630221
PC20 > -0.5790179
PC25 > -0.1935104
PC55 <= 0.6936838
PC57 <= 0.01745239
PC68 <= 2.248143
PC76 <= 0.6715252
PC87 > -0.8420532
-> class 2\|2 [0.991]
Rule 36/216: (64/0.2, lift 11.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC24 <= 0.5386673
PC36 <= 0.9147669
PC53 > -1.253691
PC68 > -1.517411
PC92 <= -0.2033162
PC100 <= 3.830744
-> class 2\|2 [0.982]
Rule 36/217: (47.9, lift 11.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= 0.5831117
PC9 <= -0.1601986
PC10 > -0.7506621
PC12 > -0.1754197
PC19 > -1.358364
PC20 > -0.8441272
PC60 <= -0.5978747
PC62 <= 0.5181395
PC97 <= 1.238189
-> class 2\|2 [0.980]
Rule 36/218: (44.7, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.2281314
PC12 <= 5.249692
PC24 <= 0.5386673
PC28 > -0.2251837
PC36 <= 0.9147669
PC53 > -1.253691
PC65 <= -1.281206
PC88 <= 0.6404063
PC100 <= 3.830744
-> class 2\|2 [0.979]
Rule 36/219: (42.2, lift 11.6)
PC1 > -4.201595
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC36 <= 0.9147669
PC44 <= 0.4733733
PC57 > 0.01745239
PC63 > 0.1534764
PC67 <= 0.6172517
-> class 2\|2 [0.977]
Rule 36/220: (71.3/0.7, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC11 <= 1.023664
PC30 > 0.06451562
PC38 <= 0.4922125
PC44 <= 0.4733733
PC47 <= -0.1005748
PC57 > 0.01745239
PC62 > -1.089859
PC68 > -1.517411
PC79 > -0.04669815
-> class 2\|2 [0.976]
Rule 36/221: (33.4, lift 11.6)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC24 <= 0.5386673
PC49 <= -0.5406145
PC62 > -1.089859
PC67 <= 0.6172517
PC100 <= 3.830744
-> class 2\|2 [0.972]
Rule 36/222: (48.3/0.6, lift 11.5)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC24 > 0.5386673
PC28 > -0.2251837
PC57 > 0.01745239
-> class 2\|2 [0.968]
Rule 36/223: (118.2/4.2, lift 11.4)
PC1 <= -0.430681
PC8 > -1.655082
PC8 <= -0.7517288
PC15 > -2.630221
PC25 > -0.1935104
PC28 > -0.2251837
PC57 <= 0.01745239
PC64 > -0.1030496
PC76 <= 0.6715252
-> class 2\|2 [0.957]
Rule 36/224: (21.3, lift 11.4)
PC1 <= -0.430681
PC8 > -3.419537
PC8 <= -1.655082
PC28 > -0.2747726
PC43 <= -0.4935798
PC75 > 1.541661
-> class 2\|2 [0.957]
Rule 36/225: (20.3, lift 11.4)
PC8 > 0.2281314
PC8 <= 2.291764
PC19 <= -0.6589058
PC20 > 0.1139575
PC32 <= 0.9619102
PC59 > -0.5256006
PC88 > 0.23267
-> class 2\|2 [0.955]
Rule 36/226: (37.6/0.8, lift 11.4)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC12 <= 5.249692
PC38 <= 0.4922125
PC57 > 0.01745239
PC67 > 0.6172517
PC68 > -1.517411
PC88 <= 0.6404063
-> class 2\|2 [0.954]
Rule 36/227: (19.8, lift 11.4)
PC1 <= -0.430681
PC5 > 0.7126794
PC8 > -3.419537
PC8 <= -1.655082
PC43 <= -0.4935798
PC78 > 0.259564
PC98 > -0.2233318
-> class 2\|2 [0.954]
Rule 36/228: (60.2/1.9, lift 11.4)
PC8 > -3.419537
PC8 <= -1.655082
PC9 > 8.98243
PC68 <= 3.398125
PC89 <= 0.3028287
-> class 2\|2 [0.954]
Rule 36/229: (29.3/0.6, lift 11.3)
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC44 > 0.4733733
PC51 > 0.4507276
PC53 > -1.253691
-> class 2\|2 [0.949]
Rule 36/230: (17.3, lift 11.3)
PC8 > -3.419537
PC8 <= -1.655082
PC19 > -2.848473
PC30 <= 0.1405453
PC43 <= -0.4935798
PC65 <= 0.9464298
PC68 > -0.1712098
PC97 > 0.1439482
-> class 2\|2 [0.948]
Rule 36/231: (35.1/1, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > 1.008098
PC8 > -1.655082
PC8 <= 0.2281314
PC25 <= 0.1946862
PC44 <= 0.4733733
PC62 > -1.089859
-> class 2\|2 [0.947]
Rule 36/232: (48.3/1.9, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC20 > 0.1139575
PC44 <= 0.8259369
PC70 > 0.28965
-> class 2\|2 [0.943]
Rule 36/233: (41.9/1.8, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC12 <= 5.249692
PC18 > 0.6255049
PC44 <= 0.4733733
PC67 <= 0.6172517
-> class 2\|2 [0.936]
Rule 36/234: (13, lift 11.1)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= 0.2281314
PC9 <= 8.98243
PC19 > -2.848473
PC22 > -2.26426
PC24 > 0.989116
PC43 > -0.4935798
-> class 2\|2 [0.933]
Rule 36/235: (16.1/0.2, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > 0.7292559
PC8 > -3.419537
PC8 <= 0.2281314
PC19 > -2.848473
PC30 <= 0.1405453
PC43 <= -0.4935798
PC78 <= 0.9226202
PC98 <= -0.2233318
-> class 2\|2 [0.932]
Rule 36/236: (11.7, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC44 <= 0.8259369
PC59 > -0.5256006
PC85 <= -1.504104
-> class 2\|2 [0.927]
Rule 36/237: (11.1, lift 11.0)
PC5 > 0.7126794
PC5 <= 0.7292559
PC8 > -3.419537
PC8 <= -1.655082
PC19 > -2.848473
PC43 <= -0.4935798
PC65 <= 0.9464298
-> class 2\|2 [0.924]
Rule 36/238: (46.8/3.5, lift 10.8)
PC1 <= -0.430681
PC8 > -3.419537
PC8 <= -1.655082
PC9 <= -1.891611
PC28 > -0.2747726
PC29 <= 0.2788967
PC43 > -0.4935798
PC55 > -0.2130033
PC87 <= 0.3639604
PC96 <= 0.2070312
-> class 2\|2 [0.908]
Rule 36/239: (34/2.7, lift 10.7)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC19 > 3.386216
PC44 <= 0.8259369
-> class 2\|2 [0.897]
Rule 36/240: (133.8/13.8, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.549498
PC8 > 0.2281314
PC8 <= 2.291764
PC19 > -0.6589058
PC20 > 0.1139575
PC32 <= 0.9619102
PC35 > -0.3002209
PC41 <= 0.1954395
PC44 <= 0.8259369
PC47 > -0.4460302
-> class 2\|2 [0.891]
Rule 36/241: (78/8.8, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= -1.655082
PC9 <= 8.98243
PC19 > -2.848473
PC28 > -0.2747726
PC41 <= 12.51797
PC43 <= -0.4935798
PC65 <= 0.9464298
PC68 <= -0.1712098
-> class 2\|2 [0.878]
Rule 36/242: (54.3/6.2, lift 10.4)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC12 <= -3.024044
PC32 <= 0.9619102
PC44 <= 0.8259369
-> class 2\|2 [0.873]
Rule 36/243: (84.3/12.3, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC28 > -0.2251837
PC88 > 0.6404063
-> class 2\|2 [0.846]
Rule 36/244: (13.4/1.7, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 2.291764
PC10 > -0.1774239
PC59 <= -0.5256006
PC83 > -0.4795414
PC83 <= -0.2116191
-> class 2\|2 [0.824]
Rule 36/245: (56.3/13.2, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 0.2281314
PC22 <= -2.26426
-> class 2\|2 [0.756]
Rule 36/246: (249.4/60.5, lift 9.0)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= 0.2281314
PC9 <= 8.98243
PC30 > 0.1405453
PC43 <= -0.4935798
PC45 <= 0.429901
PC65 <= 0.9464298
-> class 2\|2 [0.755]
Rule 36/247: (83.7/20.6, lift 8.9)
PC1 <= -0.430681
PC2 <= -1.375726
PC8 > 0.2281314
PC8 <= 0.7917142
PC19 <= 3.386216
PC20 <= 0.1139575
PC24 <= 0.9433278
PC34 > -0.102236
PC58 > -0.5695113
PC92 <= 0.1015455
-> class 2\|2 [0.748]
Rule 36/248: (138.4/34.5, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.2281314
PC21 <= -0.248798
PC22 <= -1.207938
-> class 2\|2 [0.747]
Rule 36/249: (84.8/23.4, lift 8.6)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC38 > 0.4922125
PC53 > -1.253691
PC57 <= 1.089745
-> class 2\|2 [0.719]
Rule 36/250: (23.6/6.9, lift 8.2)
PC1 <= -0.430681
PC8 > 0.7917142
PC8 <= 2.291764
PC20 <= 0.1139575
PC24 <= 0.9433278
PC32 <= 0.9619102
PC44 <= 0.8259369
PC59 > -0.5256006
PC96 <= -0.343765
-> class 2\|2 [0.692]
Rule 36/251: (118.6/78.6, lift 4.0)
PC1 <= -0.430681
PC8 > 0.2281314
PC8 <= 2.291764
PC10 > -0.173114
PC52 <= -0.08389389
-> class 2\|2 [0.340]
Rule 36/252: (93.5, lift 8.5)
PC1 > -4.201595
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC24 <= 0.5386673
PC38 <= 0.4922125
PC53 > -1.253691
PC57 > 0.01745239
PC62 <= -1.089859
PC67 <= 0.6172517
PC68 > -1.517411
-> class 2\|3 [0.990]
Rule 36/253: (89.4, lift 8.4)
PC1 <= -0.430681
PC8 <= -1.655082
PC18 > -0.3439731
PC47 > -0.4390213
PC62 <= -0.9870893
PC79 <= 0.3198665
PC93 <= 0.4416389
-> class 2\|3 [0.989]
Rule 36/254: (108.4/0.3, lift 8.4)
PC1 > -0.430681
PC9 <= -3.577604
PC10 <= -0.7506621
PC25 > -0.1999125
PC38 <= 0.6230372
PC50 > -0.5425506
PC70 > -0.6577831
PC79 > -0.4246424
PC83 <= 0.5285734
-> class 2\|3 [0.988]
Rule 36/255: (86.5, lift 8.4)
PC1 <= -0.430681
PC2 > -9.022285
PC2 <= 2.5099
PC8 <= -1.655082
PC16 <= 0.3503052
PC43 <= 1.324593
PC81 > 0.3351382
-> class 2\|3 [0.988]
Rule 36/256: (70.6, lift 8.4)
PC1 <= -0.430681
PC8 <= -3.419537
PC79 > 0.3198665
-> class 2\|3 [0.986]
Rule 36/257: (64.5/0.9, lift 8.3)
PC1 > -0.430681
PC3 <= 0.7393595
PC8 <= 1.305627
PC9 <= -0.1601986
PC10 > -0.7506621
PC19 > -1.358364
PC60 > -0.5978747
PC60 <= 0.6620334
PC97 > -0.6781449
-> class 2\|3 [0.971]
Rule 36/258: (22.1, lift 8.2)
PC10 <= -0.7506621
PC19 > 3.693909
PC79 <= -0.4246424
-> class 2\|3 [0.958]
Rule 36/259: (31.4/1.1, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= -1.655082
PC9 <= 8.98243
PC29 > 0.2788967
PC84 > -0.005165768
-> class 2\|3 [0.936]
Rule 36/260: (10.8, lift 7.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -4.151197
PC8 <= 0.5831117
PC9 <= -0.1601986
PC10 > -0.7506621
PC12 <= -0.1754197
PC19 > -1.358364
PC60 <= -0.5978747
PC97 > -0.6781449
-> class 2\|3 [0.922]
Rule 36/261: (10.5, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.655082
PC8 <= 0.2281314
PC15 <= -2.630221
PC28 > -0.2251837
-> class 2\|3 [0.920]
Rule 36/262: (10.4, lift 7.8)
PC1 > -0.430681
PC3 <= 0.7393595
PC10 > -0.7506621
PC16 > -1.941889
PC19 > -1.358364
PC20 > -0.8441272
PC60 <= -0.5978747
PC97 > 1.238189
-> class 2\|3 [0.919]
Rule 36/263: (11851.7/9517.4, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.197]
Rule 36/264: (109.1, lift 24.7)
PC8 <= -3.419537
PC46 <= 0.413817
PC49 <= 0.1074089
PC81 <= 0.3297773
PC85 > 0.6620975
PC93 <= 0.4416389
-> class 2\|4 [0.991]
Rule 36/265: (86, lift 24.7)
PC8 <= -3.419537
PC43 > 1.324593
PC46 <= 0.413817
PC79 <= 0.3198665
PC88 > -0.4544326
-> class 2\|4 [0.989]
Rule 36/266: (68.8, lift 24.6)
PC1 <= -0.430681
PC8 <= -3.419537
PC27 > 0.3028358
PC46 <= 0.413817
PC49 <= 0.1074089
PC62 > -0.9870893
PC75 <= 0.7199995
PC79 <= 0.3198665
PC81 <= 0.3297773
PC93 <= 0.4416389
-> class 2\|4 [0.985]
Rule 36/267: (146.7/1.4, lift 24.6)
PC8 <= -3.419537
PC16 <= 0.3503052
PC46 <= 0.413817
PC47 <= -0.4390213
PC80 > -0.7858856
PC81 <= 0.3351382
PC96 <= 0.2890086
-> class 2\|4 [0.984]
Rule 36/268: (33.8, lift 24.3)
PC1 <= -0.430681
PC8 <= -3.419537
PC21 > 0.6167293
PC46 <= 0.413817
PC49 > 0.1074089
PC75 <= 0.7199995
PC79 <= 0.3198665
-> class 2\|4 [0.972]
Rule 36/269: (33, lift 24.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= 0.2281314
PC14 > -2.019919
PC28 <= -0.2747726
PC62 <= 0.544266
-> class 2\|4 [0.971]
Rule 36/270: (67.6/1.2, lift 24.2)
PC1 <= -0.430681
PC8 > -3.419537
PC8 <= -1.655082
PC19 <= -2.848473
PC70 > -0.4212142
PC95 > 0.08150298
-> class 2\|4 [0.969]
Rule 36/271: (96.4/2.1, lift 24.2)
PC1 > -0.430681
PC8 <= -1.538053
PC10 <= -0.7506621
PC19 <= 3.693909
PC25 > -0.1999125
PC79 <= -0.4246424
-> class 2\|4 [0.968]
Rule 36/272: (63.6/2.3, lift 23.7)
PC8 <= -3.419537
PC18 <= -0.3439731
PC22 > -2.26426
PC46 <= 0.413817
PC49 <= 0.1074089
PC75 <= 0.7199995
PC81 <= 0.3297773
PC96 <= 0.2890086
-> class 2\|4 [0.950]
Rule 36/273: (13.6, lift 23.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC8 <= -1.655082
PC43 <= -0.4935798
PC45 > 0.429901
-> class 2\|4 [0.936]
Rule 36/274: (11.8, lift 23.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.419537
PC11 <= -4.141527
-> class 2\|4 [0.927]
Rule 36/275: (72.1/5.5, lift 22.8)
PC1 > -0.430681
PC8 <= -1.538053
PC10 <= -0.7506621
PC25 > -0.1999125
PC50 > -0.5425506
PC83 > 0.5285734
-> class 2\|4 [0.912]
Rule 36/276: (8.7, lift 22.6)
PC1 > -0.430681
PC3 <= 0.7393595
PC9 <= -0.1601986
PC10 > -0.7506621
PC19 > -1.358364
PC60 > 0.6620334
PC97 > -0.6781449
-> class 2\|4 [0.907]
Rule 36/277: (131/14.2, lift 22.1)
PC1 <= -0.430681
PC4 <= -0.07536558
PC8 <= -3.419537
PC17 <= 0.9261561
PC18 > -0.3439731
PC44 > -0.600907
PC46 <= 0.413817
PC49 <= 0.1074089
PC62 > -0.9870893
PC76 <= 0.3741901
PC78 <= -0.16838
PC85 <= 0.6011554
PC93 <= 0.4416389
PC96 <= 0.2890086
-> class 2\|4 [0.886]
Rule 36/278: (32.8/4.3, lift 21.2)
PC1 <= -0.430681
PC8 <= -1.655082
PC19 <= -2.848473
PC63 <= -0.4263418
-> class 2\|4 [0.849]
Rule 36/279: (33.5/9.4, lift 17.7)
PC8 <= -1.655082
PC9 <= 8.98243
PC41 > 12.51797
-> class 2\|4 [0.708]
Rule 36/280: (28/9.5, lift 16.2)
PC1 <= -0.430681
PC2 > -9.022285
PC8 > -3.419537
PC8 <= -1.655082
PC29 > 0.2788967
PC43 > -0.4935798
PC65 <= 0.9464298
PC84 <= -0.005165768
-> class 2\|4 [0.649]
Default class: 2\|3
----- Trial 37: -----
Rules:
Rule 37/1: (138.5/1, lift 17.2)
PC1 > -0.7152014
PC3 > -4.011993
PC11 > -0.0691557
PC13 <= 0.8594266
PC17 <= 1.84489
PC18 > 2.144698
PC19 <= -0.1523438
PC30 > -1.663647
PC31 > -0.2922627
PC35 <= 0.5582652
PC53 <= 1.160364
PC57 > -0.6476845
PC76 <= 0.6833994
PC88 <= 0.4745745
-> class 0\|0 [0.986]
Rule 37/2: (59.4, lift 17.1)
PC1 > -0.7152014
PC13 <= 0.8594266
PC15 > -0.4957329
PC18 > 1.574468
PC24 > -2.660223
PC58 > -1.082893
PC71 <= -0.4993003
-> class 0\|0 [0.984]
Rule 37/3: (47.1, lift 17.0)
PC2 > 2.5099
PC13 <= 7.506931
PC18 > 1.574468
PC42 > 2.376789
PC71 <= -0.7257375
-> class 0\|0 [0.980]
Rule 37/4: (29.9, lift 16.8)
PC1 > -0.7152014
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > -0.7097994
PC35 <= 0.5582652
PC84 > -0.527899
PC100 <= -0.8964332
-> class 0\|0 [0.968]
Rule 37/5: (234.5/7.3, lift 16.8)
PC2 <= 7.111013
PC4 > -3.419555
PC9 <= 0.6018866
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC32 > 0.5145212
PC42 <= 0.7155671
PC55 > -0.5464703
PC72 > -1.468035
-> class 0\|0 [0.965]
Rule 37/6: (25.7, lift 16.8)
PC1 > -0.7152014
PC13 <= 7.506931
PC18 > 1.574468
PC36 > 2.547284
PC60 <= 0.1094435
-> class 0\|0 [0.964]
Rule 37/7: (113.3/3.2, lift 16.8)
PC7 > -0.9216638
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC24 <= -2.660223
PC35 <= 0.5582652
PC40 <= 2.548591
PC55 > -0.5464703
-> class 0\|0 [0.963]
Rule 37/8: (21.4, lift 16.6)
PC1 > -0.7152014
PC3 > -4.011993
PC13 <= 0.8594266
PC18 > 1.574468
PC19 > -0.1523438
PC35 <= 0.5582652
PC52 > 0.7453421
PC58 > -1.082893
PC60 <= 0.1094435
PC77 > -0.3261121
PC86 <= 0.2967954
-> class 0\|0 [0.957]
Rule 37/9: (74.3/4.1, lift 16.2)
PC2 <= 7.111013
PC4 <= -3.419555
PC12 <= 0.8509473
PC15 > -0.4957329
PC18 > 1.574468
PC32 > 0.5145212
PC49 <= -0.1722078
PC89 <= 1.57139
-> class 0\|0 [0.933]
Rule 37/10: (48.1/2.7, lift 16.1)
PC1 > -0.7152014
PC13 <= 0.8594266
PC18 > 1.574468
PC32 <= 0.5145212
PC35 <= 0.5582652
PC60 <= 0.1094435
PC76 <= 0.6833994
PC93 > 0.8063704
-> class 0\|0 [0.926]
Rule 37/11: (20.2/0.7, lift 16.1)
PC1 > -0.7152014
PC13 <= 0.8594266
PC18 > 1.574468
PC32 <= 0.5145212
PC55 > -0.5464703
PC84 <= -0.527899
-> class 0\|0 [0.923]
Rule 37/12: (97.7/6.8, lift 16.0)
PC2 > 2.5099
PC13 <= 0.8594266
PC18 > 1.574468
PC32 <= 0.5145212
PC55 > -0.5464703
PC58 > -1.082893
PC60 <= 0.1094435
PC76 <= 0.6833994
PC86 > 0.2967954
-> class 0\|0 [0.922]
Rule 37/13: (85.8/6.3, lift 16.0)
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC35 <= 0.5582652
PC40 > 2.548591
PC53 > -1.918929
-> class 0\|0 [0.917]
Rule 37/14: (60.7/4.5, lift 15.9)
PC1 > -0.7152014
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC30 <= -1.663647
PC35 <= 0.5582652
-> class 0\|0 [0.912]
Rule 37/15: (69.6/7.7, lift 15.3)
PC1 > -0.7152014
PC13 <= 7.506931
PC18 > 1.574468
PC35 <= 0.5582652
PC55 > -0.5464703
PC58 > -1.082893
PC77 <= -0.3261121
-> class 0\|0 [0.878]
Rule 37/16: (104.7/15.3, lift 14.7)
PC2 > 2.5099
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC53 <= -1.918929
PC55 > -0.5464703
-> class 0\|0 [0.847]
Rule 37/17: (3.3, lift 14.1)
PC15 <= -0.4957329
PC64 <= -7.719151
-> class 0\|0 [0.810]
Rule 37/18: (39.1/8, lift 13.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1746644
PC18 > -0.7097994
PC18 <= 1.574468
-> class 0\|0 [0.781]
Rule 37/19: (50.3/10.9, lift 13.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.1240608
PC13 <= 7.506931
PC18 > -0.7097994
PC18 <= 1.574468
PC47 <= -0.9183904
-> class 0\|0 [0.773]
Rule 37/20: (31.8/6.8, lift 13.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1746644
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > -0.7097994
PC23 > -1.15308
PC42 <= 1.576579
PC50 <= 1.292714
PC76 <= -1.550991
PC78 > -0.8622555
PC96 <= 1.564986
-> class 0\|0 [0.769]
Rule 37/21: (23/6.9, lift 11.9)
PC2 > 2.5099
PC13 <= 7.506931
PC14 > 0.3186164
PC15 <= -0.4957329
PC18 > -0.7097994
PC67 > -0.3901699
-> class 0\|0 [0.686]
Rule 37/22: (147.6, lift 10.8)
PC3 <= -4.011993
PC13 <= 7.506931
PC18 > 1.574468
PC24 > -2.660223
PC30 > -1.663647
PC42 <= 2.376789
PC53 > -1.918929
PC60 <= 0.1094435
PC71 > -0.4993003
PC100 > -0.8964332
-> class 0\|1 [0.993]
Rule 37/23: (92.8, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > -0.7097994
PC31 <= -0.2922627
PC32 <= 0.5145212
PC36 <= 2.547284
PC42 <= 2.376789
PC58 > -1.082893
PC77 > -0.3261121
-> class 0\|1 [0.989]
Rule 37/24: (81.5, lift 10.8)
PC1 > -0.7152014
PC11 <= -0.0691557
PC13 <= 7.506931
PC18 > 1.574468
PC24 > -2.660223
PC32 <= 0.5145212
PC71 > -0.4993003
PC77 > -0.3261121
-> class 0\|1 [0.988]
Rule 37/25: (118.5/0.5, lift 10.8)
PC2 > 2.5099
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC35 > 0.5582652
PC72 <= 1.105367
-> class 0\|1 [0.988]
Rule 37/26: (71.2, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC17 > 1.84489
PC19 <= -0.1523438
PC24 > -2.660223
PC40 <= 2.548591
PC58 > -1.082893
PC84 > -0.527899
PC86 <= 0.2967954
-> class 0\|1 [0.986]
Rule 37/27: (63.9, lift 10.8)
PC1 > -0.7152014
PC18 > 1.574468
PC24 > -2.660223
PC60 <= 0.1094435
PC76 > 0.6833994
PC77 > -0.3261121
PC100 > -0.8964332
-> class 0\|1 [0.985]
Rule 37/28: (60.4, lift 10.7)
PC1 > -0.7152014
PC13 <= 7.506931
PC18 > 1.574468
PC24 > -2.660223
PC40 <= 2.548591
PC42 <= 2.376789
PC53 > -1.918929
PC58 <= -1.082893
PC60 > -1.844958
PC60 <= 0.1094435
PC100 > -0.8964332
-> class 0\|1 [0.984]
Rule 37/29: (85.9/0.8, lift 10.7)
PC3 <= 1.640775
PC4 <= -3.419555
PC12 <= 0.8509473
PC15 > -0.4957329
PC18 > -0.7097994
PC32 > 0.5145212
PC49 > -0.1722078
-> class 0\|1 [0.980]
Rule 37/30: (70.9/0.5, lift 10.7)
PC1 > -0.7152014
PC13 > 0.8594266
PC13 <= 7.506931
PC18 > 1.574468
PC32 <= 0.5145212
PC42 <= 2.376789
-> class 0\|1 [0.979]
Rule 37/31: (234.2/4.7, lift 10.7)
PC1 <= -0.7152014
PC2 > 2.5099
PC13 <= 7.506931
PC18 > 1.574468
PC24 > -2.660223
PC32 <= 0.5145212
PC42 <= 2.376789
PC53 > -1.918929
PC55 > -0.5464703
PC72 <= 1.105367
PC73 > -1.493921
-> class 0\|1 [0.976]
Rule 37/32: (96/1.3, lift 10.7)
PC1 > -0.7152014
PC13 <= 0.8594266
PC15 > -0.4957329
PC18 > 1.574468
PC24 > -2.660223
PC30 > -1.663647
PC32 <= 0.5145212
PC40 <= 2.548591
PC60 > 0.1094435
-> class 0\|1 [0.976]
Rule 37/33: (165.7/4.2, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC15 > -0.4957329
PC17 <= -0.5324037
PC18 > -0.6947346
PC18 <= 1.574468
PC23 > -1.15308
PC31 <= 0.1235708
PC42 <= 1.217813
PC48 <= 0.3602106
PC76 <= 2.551649
PC78 > -0.8622555
PC84 > -0.5115048
-> class 0\|1 [0.969]
Rule 37/34: (256.4/6.9, lift 10.6)
PC18 > 1.574468
PC19 > -0.1523438
PC24 > -2.660223
PC30 > -1.663647
PC32 <= 0.5145212
PC36 <= 2.547284
PC40 <= 2.548591
PC46 <= 0.4887946
PC52 <= 0.7453421
PC76 <= 0.6833994
PC84 > -0.527899
PC86 <= 0.2967954
PC93 <= 0.8063704
PC100 > -0.8964332
-> class 0\|1 [0.969]
Rule 37/35: (249.8/7, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1746644
PC13 <= 7.506931
PC15 > -0.4957329
PC17 > -0.5324037
PC18 > -0.7097994
PC18 <= 1.574468
PC20 > -2.008333
PC23 > -1.15308
PC42 <= 1.217813
PC48 <= 0.3602106
PC50 <= 1.292714
PC76 > -1.550991
PC78 > -0.8622555
PC84 > -0.5115048
PC90 > -1.207988
PC96 <= 1.564986
-> class 0\|1 [0.968]
Rule 37/36: (82.9/1.8, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC18 > -0.7097994
PC24 > -2.660223
PC42 <= 2.376789
PC57 <= -0.6476845
PC58 > -1.082893
PC60 <= 0.1094435
PC71 > -0.4993003
PC76 <= 0.6833994
PC77 > -0.3261121
PC86 <= 0.2967954
-> class 0\|1 [0.966]
Rule 37/37: (25, lift 10.5)
PC18 > 2.058226
PC18 <= 4.696475
PC97 <= -5.848366
-> class 0\|1 [0.963]
Rule 37/38: (23.4, lift 10.5)
PC2 > 7.111013
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC32 > 0.5145212
-> class 0\|1 [0.961]
Rule 37/39: (23, lift 10.5)
PC15 > -0.4957329
PC18 > -0.7097994
PC20 > 2.311481
PC42 > 1.576579
-> class 0\|1 [0.960]
Rule 37/40: (126.5/4.2, lift 10.5)
PC2 > 2.5099
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > 1.574468
PC55 <= -0.5464703
PC60 > -1.844958
-> class 0\|1 [0.960]
Rule 37/41: (30.8/0.5, lift 10.4)
PC13 <= 7.506931
PC18 > 1.574468
PC19 <= -0.1523438
PC24 > -2.660223
PC32 <= 0.5145212
PC42 <= 2.376789
PC53 > 1.160364
PC60 <= 0.1094435
PC71 > -0.4993003
-> class 0\|1 [0.954]
Rule 37/42: (15, lift 10.3)
PC4 <= -3.419555
PC12 > 0.8509473
PC13 <= 7.506931
PC18 > 1.574468
PC42 <= 2.376789
-> class 0\|1 [0.941]
Rule 37/43: (14.3, lift 10.2)
PC7 <= -0.5995725
PC13 > 7.506931
PC18 > 2.058226
PC42 > -3.974739
-> class 0\|1 [0.939]
Rule 37/44: (94.1/6.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7813665
PC16 <= 0.9115692
PC18 <= -0.7097994
PC20 > -3.549603
PC57 > 0.5255969
-> class 0\|1 [0.926]
Rule 37/45: (50.1/2.8, lift 10.1)
PC2 > 2.5099
PC8 > 0.1232483
PC15 <= -0.4957329
PC16 <= 0.7175595
PC18 > -0.7097994
PC46 <= 0.2293818
-> class 0\|1 [0.926]
Rule 37/46: (26.7/1.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.8594266
PC18 > -0.7097994
PC18 <= 2.144698
PC19 <= -0.1523438
PC35 <= 0.5582652
PC55 > -0.5464703
PC58 > -1.082893
PC60 <= 0.1094435
PC71 > -0.4993003
PC76 <= 0.6833994
PC86 <= 0.2967954
-> class 0\|1 [0.925]
Rule 37/47: (14.3/0.2, lift 10.1)
PC2 <= 7.111013
PC13 <= 7.506931
PC18 > 1.574468
PC60 > -1.844958
PC89 > 1.57139
-> class 0\|1 [0.924]
Rule 37/48: (10.8, lift 10.1)
PC2 > 2.5099
PC14 <= 0.3186164
PC18 > -0.7097994
PC35 <= -0.7914755
PC67 > -0.3901699
PC68 <= 0.809797
-> class 0\|1 [0.922]
Rule 37/49: (8.2, lift 9.8)
PC2 > 2.5099
PC13 <= 7.506931
PC15 > -0.4957329
PC18 > -0.7097994
PC32 > 0.5145212
PC42 > 0.7155671
PC55 > -0.5464703
-> class 0\|1 [0.902]
Rule 37/50: (168.5/19.7, lift 9.6)
PC2 > 2.5099
PC7 <= -0.9216638
PC18 > 1.574468
PC32 <= 0.5145212
PC42 <= 2.376789
PC53 > -1.918929
PC72 <= 1.105367
-> class 0\|1 [0.878]
Rule 37/51: (197.3/26.3, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.65137
PC15 > -0.4957329
PC18 > -0.7097994
PC18 <= 1.574468
PC62 > 0.2452577
PC84 > -0.5115048
PC90 > -1.207988
PC96 <= 1.564986
PC98 <= 0.1623267
-> class 0\|1 [0.863]
Rule 37/52: (130.1/19.6, lift 9.2)
PC3 > -4.011993
PC18 > 1.574468
PC24 > -2.660223
PC32 <= 0.5145212
PC36 <= 2.547284
PC58 > -1.082893
PC71 > -0.4993003
PC76 <= 0.6833994
PC88 > 0.4745745
PC100 > -0.8964332
-> class 0\|1 [0.844]
Rule 37/53: (14.9/3.6, lift 7.9)
PC2 > 2.5099
PC9 > 0.6018866
PC18 > 1.574468
PC32 > 0.5145212
-> class 0\|1 [0.728]
Rule 37/54: (49.4/16.5, lift 7.2)
PC13 > 7.506931
PC18 > 4.696475
-> class 0\|1 [0.659]
Rule 37/55: (28.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -3.67416
PC13 <= 7.506931
PC15 > -0.4957329
PC18 <= 1.574468
PC23 <= -1.15308
PC42 <= 1.576579
PC62 > 0.2452577
PC98 <= 0.1623267
-> class 0\|2 [0.967]
Rule 37/56: (58.2/1.9, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC56 <= -5.290535
PC97 > -1.064425
-> class 0\|2 [0.953]
Rule 37/57: (30.2/7, lift 7.9)
PC1 <= -0.7152014
PC2 > 2.5099
PC18 > 1.574468
PC24 > -2.660223
PC32 <= 0.5145212
PC35 <= 0.5582652
PC73 <= -1.493921
-> class 0\|2 [0.751]
Rule 37/58: (8039.1/6136.8, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.237]
Rule 37/59: (100.2, lift 10.6)
PC2 > 2.5099
PC4 > -7.746524
PC4 <= 7.836419
PC7 > -0.7813665
PC18 > -2.15512
PC18 <= -0.7097994
PC34 > -2.314299
PC65 <= 1.247864
PC69 > 0.5042666
PC72 > -0.1523767
PC74 > -0.7706462
PC81 <= 0.6315112
PC94 <= 0.5915225
-> class 0\|3 [0.990]
Rule 37/60: (87.8, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.472937
PC15 <= -0.2264823
PC18 > -2.15512
PC18 <= -0.7097994
PC65 <= 1.247864
PC69 <= 0.4004261
PC80 > -0.84135
PC81 <= 1.244725
PC90 > -0.609529
PC94 <= 0.5915225
PC97 > -1.064425
PC100 > 0.04180783
-> class 0\|3 [0.989]
Rule 37/61: (87.7, lift 10.6)
PC2 > 2.5099
PC4 <= 7.836419
PC6 > -0.8754076
PC7 > -0.7813665
PC18 <= -0.7097994
PC34 > -2.314299
PC54 <= 2.065378
PC65 <= 1.247864
PC72 > 0.6299963
PC79 > -1.504458
PC89 <= 1.268331
PC91 <= 1.420342
-> class 0\|3 [0.989]
Rule 37/62: (167.7/1.2, lift 10.6)
PC2 > 2.953784
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.836419
PC18 <= -2.15512
PC34 > -2.314299
PC36 <= 1.282304
PC45 > -0.9751545
PC54 > -1.563718
PC57 <= 1.53678
PC65 <= 1.247864
PC67 > -0.2912059
PC71 <= 0.4617079
PC87 <= -0.1697736
PC94 <= 0.5915225
-> class 0\|3 [0.987]
Rule 37/63: (69.1, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.580942
PC18 <= -0.7097994
PC56 > -5.290535
PC80 > -0.84135
PC89 <= 1.268331
-> class 0\|3 [0.986]
Rule 37/64: (84.2/0.2, lift 10.6)
PC2 > 2.5099
PC6 > -0.8754076
PC8 <= -0.3975045
PC18 <= -0.7097994
PC65 > -0.8018348
PC81 <= 0.6315112
PC94 > 0.5915225
-> class 0\|3 [0.986]
Rule 37/65: (68.2, lift 10.6)
PC4 > -7.746524
PC4 <= 7.836419
PC18 <= -0.7097994
PC34 > -2.314299
PC56 > -5.290535
PC81 <= 1.244725
PC89 <= 1.268331
PC91 > 1.420342
PC97 > -1.064425
-> class 0\|3 [0.986]
Rule 37/66: (57.5, lift 10.6)
PC2 > 2.5099
PC4 <= 7.836419
PC10 > -5.74791
PC18 <= -0.7097994
PC39 <= -1.403201
PC52 > -2.073509
PC89 <= 1.268331
-> class 0\|3 [0.983]
Rule 37/67: (54.9, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.4957329
PC30 > -3.208889
PC40 <= -2.668637
-> class 0\|3 [0.982]
Rule 37/68: (85.2/0.9, lift 10.5)
PC4 <= 7.836419
PC6 > -1.630364
PC10 > -5.74791
PC18 <= -0.7097994
PC45 <= -0.9751545
PC56 > -5.290535
PC65 <= 1.247864
PC80 > -0.84135
PC81 <= 1.244725
PC89 <= 1.268331
PC97 > -1.064425
-> class 0\|3 [0.978]
Rule 37/69: (58.4/0.6, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.836419
PC18 <= -0.7097994
PC54 > 2.422222
-> class 0\|3 [0.974]
Rule 37/70: (35.1, lift 10.4)
PC4 <= 7.836419
PC18 > -2.15512
PC18 <= -0.7097994
PC20 <= -3.048295
PC34 > -2.314299
PC81 <= 1.244725
PC97 > -1.064425
-> class 0\|3 [0.973]
Rule 37/71: (33, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -5.74791
PC18 > -2.15512
PC18 <= -0.7097994
PC34 > -2.314299
PC79 > -1.504458
PC89 <= 1.268331
PC92 <= -1.097641
PC94 <= 0.5915225
-> class 0\|3 [0.971]
Rule 37/72: (76.2/1.4, lift 10.4)
PC2 > 2.5099
PC4 > -7.746524
PC4 <= 7.836419
PC6 > -0.8754076
PC10 > -5.74791
PC18 <= -0.7097994
PC20 > -3.048295
PC34 > -2.314299
PC50 > 0.3972851
PC72 > -0.1523767
PC74 > -0.7706462
PC81 <= 1.244725
PC89 <= 1.268331
PC92 > -1.097641
PC94 <= 0.5915225
-> class 0\|3 [0.970]
Rule 37/73: (28.1, lift 10.4)
PC18 <= -0.7097994
PC20 <= -2.030329
PC54 <= 2.065378
PC80 <= -0.84135
PC97 > -1.064425
-> class 0\|3 [0.967]
Rule 37/74: (64.9/1.7, lift 10.3)
PC2 > 2.5099
PC4 <= 7.836419
PC7 > -0.7813665
PC18 <= -0.7097994
PC52 <= -2.073509
PC54 <= 2.065378
PC56 > -5.290535
PC81 <= 1.244725
PC89 <= 1.268331
PC97 > -1.064425
-> class 0\|3 [0.959]
Rule 37/75: (57.1/1.5, lift 10.3)
PC6 > -1.630364
PC7 <= -0.7813665
PC10 > -6.138355
PC10 <= -2.739409
PC18 <= -0.7097994
PC20 <= -3.549603
-> class 0\|3 [0.958]
Rule 37/76: (21.5, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.7097994
PC34 > -2.314299
PC56 > -5.290535
PC65 <= -0.8018348
PC81 <= 1.244725
PC94 > 0.5915225
PC97 > -1.064425
-> class 0\|3 [0.957]
Rule 37/77: (19.6, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 7.836419
PC7 > -0.7813665
PC18 > -2.15512
PC18 <= -0.7097994
PC20 > -3.048295
PC52 > -2.073509
PC58 <= 2.413135
PC72 > -0.1523767
PC74 > 0.1543131
PC81 <= 1.244725
PC100 <= 0.04180783
-> class 0\|3 [0.954]
Rule 37/78: (276.3/12, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.809279
PC4 <= 7.836419
PC7 > -0.7813665
PC18 <= -0.7097994
PC52 <= 4.255966
PC97 <= -1.064425
-> class 0\|3 [0.953]
Rule 37/79: (39/0.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC15 <= -0.4957329
PC18 > -0.7097994
PC67 <= -0.3901699
-> class 0\|3 [0.953]
Rule 37/80: (27.5/0.5, lift 10.2)
PC2 > 2.5099
PC13 > 1.65137
PC13 <= 7.506931
PC18 > -0.7097994
PC72 > 0.6901354
-> class 0\|3 [0.950]
Rule 37/81: (21.3/0.2, lift 10.2)
PC3 <= 1.640775
PC6 > 0.06071866
PC18 > -2.15512
PC18 <= -0.7097994
PC74 <= 0.1543131
PC79 > -1.504458
PC80 > -0.84135
PC80 <= 0.006284486
PC100 <= 0.04180783
-> class 0\|3 [0.947]
Rule 37/82: (59.2/2.4, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC42 <= -3.974739
-> class 0\|3 [0.945]
Rule 37/83: (82.8/3.7, lift 10.1)
PC10 > 3.486755
PC13 > 7.506931
PC18 > -0.7097994
PC18 <= 2.058226
PC19 <= -0.1092962
PC27 > -1.313878
PC46 > -0.5801165
-> class 0\|3 [0.945]
Rule 37/84: (41/1.4, lift 10.1)
PC4 > 7.836419
PC6 > -1.630364
PC15 <= 1.30723
PC37 <= -2.541755
-> class 0\|3 [0.944]
Rule 37/85: (15.1, lift 10.1)
PC13 > 7.506931
PC18 > 2.058226
PC34 <= -1.386809
-> class 0\|3 [0.941]
Rule 37/86: (15.2, lift 10.1)
PC4 > 7.836419
PC15 <= 1.30723
PC18 <= -0.7097994
PC32 > -1.093292
PC55 <= -1.653106
-> class 0\|3 [0.939]
Rule 37/87: (304.4/18.2, lift 10.1)
PC2 > 2.953784
PC4 > -7.746524
PC4 <= 7.836419
PC10 > -5.74791
PC18 <= -2.15512
PC19 > 0.04760263
PC37 > -0.7685974
PC54 > -1.563718
PC57 <= 1.53678
PC67 > -0.2912059
PC71 <= 0.4617079
PC79 > -1.504458
PC80 > -0.84135
PC94 <= 0.5915225
-> class 0\|3 [0.937]
Rule 37/88: (11.7, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.836419
PC18 <= -0.7097994
PC35 > 0.04797228
PC56 > -5.290535
PC80 <= -0.84135
PC97 > -1.064425
-> class 0\|3 [0.927]
Rule 37/89: (485.4/37.2, lift 9.9)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 7.836419
PC10 > -5.74791
PC18 <= -2.15512
PC26 <= 1.386091
PC34 > -2.314299
PC36 > -2.252803
PC37 > -0.7685974
PC54 > -1.563718
PC57 <= 1.53678
PC65 <= 0.522086
PC67 > -0.2912059
PC71 <= 0.4617079
PC79 > -1.504458
PC89 > -0.7280674
PC89 <= 1.268331
PC94 <= 0.5915225
-> class 0\|3 [0.922]
Rule 37/90: (28.3/2.1, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.4957329
PC18 > -0.7097994
PC30 > -3.208889
PC64 > -7.719151
PC68 > 0.809797
-> class 0\|3 [0.897]
Rule 37/91: (46.3/4.2, lift 9.6)
PC4 <= 7.836419
PC7 > -0.7813665
PC18 <= -0.7097994
PC34 <= -2.314299
PC54 <= 2.065378
PC55 > 0.1203865
PC65 <= 1.247864
PC79 > -1.504458
-> class 0\|3 [0.893]
Rule 37/92: (6.6, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1232483
PC15 <= -0.4957329
PC16 > 0.7175595
PC18 > -0.7097994
-> class 0\|3 [0.884]
Rule 37/93: (32.9/8.4, lift 7.9)
PC4 > 7.836419
PC15 <= 1.30723
PC18 <= -0.7097994
PC32 > -1.093292
PC50 > 0.3710762
PC79 > -0.1174676
-> class 0\|3 [0.731]
Rule 37/94: (146.9/0.2, lift 25.8)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 5.357594
PC7 > -0.2138148
PC15 <= -3.116522
-> class 1\|0 [0.992]
Rule 37/95: (86.1, lift 25.7)
PC1 > -0.430681
PC3 <= 0.775887
PC9 > 0.2354248
PC10 > -0.7764253
PC21 > 0.5815075
-> class 1\|0 [0.989]
Rule 37/96: (81.6/0.2, lift 25.7)
PC1 > -0.430681
PC7 > -0.2138148
PC15 <= -3.116522
PC62 <= -0.1436179
-> class 1\|0 [0.985]
Rule 37/97: (66.7, lift 25.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.775887
PC9 > 0.2354248
PC10 <= -0.3536676
PC14 <= -0.02545058
-> class 1\|0 [0.985]
Rule 37/98: (62.8, lift 25.6)
PC1 > -0.430681
PC2 <= 2.5099
PC15 > -3.116522
PC16 <= -0.3375987
PC39 <= -0.2787243
PC45 <= 0.4114607
PC66 > 0.6722165
-> class 1\|0 [0.985]
Rule 37/99: (56.5, lift 25.6)
PC1 > -0.430681
PC3 <= 0.775887
PC6 <= 6.885673
PC9 > 0.2354248
PC10 > -0.3536676
PC30 <= -0.1326851
PC62 <= 0.798785
-> class 1\|0 [0.983]
Rule 37/100: (107/1, lift 25.6)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -0.2138148
PC15 <= -3.116522
PC19 > 2.443388
-> class 1\|0 [0.981]
Rule 37/101: (26, lift 25.1)
PC3 > 0.775887
PC16 <= -0.3375987
PC19 > 2.850371
-> class 1\|0 [0.964]
Rule 37/102: (32.4/0.2, lift 25.1)
PC3 > 1.640775
PC16 <= -0.9381145
PC21 <= 0.08016512
PC85 <= -0.7158679
-> class 1\|0 [0.964]
Rule 37/103: (38.6/0.6, lift 25.0)
PC2 <= 2.5099
PC15 > -3.116522
PC16 <= -0.3375987
PC24 > 2.458909
-> class 1\|0 [0.961]
Rule 37/104: (221.7/10.1, lift 24.8)
PC2 > 2.5099
PC3 > 1.640775
PC21 > 0.08016512
PC33 <= 0.843222
PC46 > -0.6243815
PC47 > -0.3196412
PC65 > -0.01332929
PC75 <= 1.283722
PC84 > -0.6454148
-> class 1\|0 [0.950]
Rule 37/105: (11.9, lift 24.2)
PC1 > -0.430681
PC3 <= 0.775887
PC9 > 0.2354248
PC28 <= 0.2483785
PC100 > 2.621622
-> class 1\|0 [0.928]
Rule 37/106: (9.7, lift 23.8)
PC3 > 1.640775
PC16 <= 0.5655206
PC69 > 1.665034
-> class 1\|0 [0.914]
Rule 37/107: (75.1/5.7, lift 23.8)
PC1 > -0.430681
PC3 <= 0.775887
PC6 <= 6.885673
PC9 > 0.2354248
PC10 > -0.7764253
PC33 <= -0.218712
PC44 > -1.972712
-> class 1\|0 [0.913]
Rule 37/108: (4, lift 21.7)
PC1 > -0.430681
PC3 <= 0.775887
PC8 <= -1.171385
PC9 > 0.2354248
-> class 1\|0 [0.833]
Rule 37/109: (29.6/4.8, lift 21.3)
PC3 > 0.775887
PC10 > -0.7764253
PC15 <= -2.370731
PC16 <= -0.3375987
-> class 1\|0 [0.817]
Rule 37/110: (16.5/4.2, lift 18.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC21 <= 0.08016512
PC31 > 0.06599011
-> class 1\|0 [0.717]
Rule 37/111: (49/26.6, lift 12.0)
PC3 > 0.775887
PC12 > 2.678355
PC15 > -3.116522
PC16 > -0.3375987
-> class 1\|0 [0.459]
Rule 37/112: (114/1.8, lift 14.2)
PC1 > 7.978601
PC3 <= 0.775887
PC6 <= 6.885673
PC9 <= 0.2354248
PC10 > -0.7764253
PC28 <= 0.2483785
PC53 > -1.73761
PC84 > -1.186576
-> class 1\|1 [0.976]
Rule 37/113: (33.4, lift 14.1)
PC1 > -0.430681
PC3 <= 0.775887
PC6 > 6.885673
PC15 > -3.116522
PC28 <= 0.2483785
PC39 > -0.3555914
-> class 1\|1 [0.972]
Rule 37/114: (34.2, lift 14.2)
PC2 > 1.181762
PC2 <= 2.5099
PC10 > -0.7764253
PC28 > -0.3354943
PC45 <= -0.454103
-> class 1\|1 [0.972]
Rule 37/115: (30.8, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.775887
PC8 > -0.03640735
PC9 <= 0.2354248
PC53 > -1.73761
PC83 > 0.07350276
-> class 1\|1 [0.969]
Rule 37/116: (26, lift 14.0)
PC2 <= 2.5099
PC3 > 0.775887
PC5 <= 3.424831
PC12 <= 2.678355
PC14 <= -0.5155085
PC28 > -0.3354943
PC40 <= -0.9176133
PC99 <= 1.836057
-> class 1\|1 [0.964]
Rule 37/117: (184.8/6.5, lift 14.0)
PC1 > -0.430681
PC3 <= 0.775887
PC6 <= 6.885673
PC8 > -1.171385
PC9 > 0.2354248
PC10 > -0.3536676
PC15 > -3.116522
PC21 <= 0.5815075
PC30 > -0.1326851
PC33 > -0.218712
PC44 > -1.972712
PC78 > -0.1796459
PC100 <= 2.621622
-> class 1\|1 [0.960]
Rule 37/118: (31.5/0.9, lift 13.7)
PC1 > -0.430681
PC3 <= 0.775887
PC10 > -0.7764253
PC28 <= 0.2483785
PC44 > -1.972712
PC62 > 0.798785
-> class 1\|1 [0.942]
Rule 37/119: (226.4/14.2, lift 13.6)
PC2 <= 2.5099
PC3 > 0.775887
PC11 <= 2.631452
PC15 > -2.370731
PC16 <= -0.3375987
PC24 <= 2.458909
PC44 > -0.8625963
PC66 <= 0.6722165
PC68 > -2.199676
PC92 <= 0.3518897
PC99 <= 1.762854
-> class 1\|1 [0.933]
Rule 37/120: (28.9/1.3, lift 13.5)
PC2 <= 2.5099
PC3 > 0.775887
PC76 <= -1.506471
PC79 > 0.1901409
-> class 1\|1 [0.926]
Rule 37/121: (52.3/6.5, lift 12.5)
PC6 > 5.357594
PC15 <= -3.116522
PC19 <= 2.443388
PC62 > -0.1436179
-> class 1\|1 [0.861]
Rule 37/122: (12.7/2.4, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC37 > 1.080778
-> class 1\|1 [0.770]
Rule 37/123: (14.9/3, lift 11.1)
PC2 <= 2.5099
PC6 <= -3.523347
PC10 <= -0.7764253
PC15 > -3.116522
-> class 1\|1 [0.764]
Rule 37/124: (1446.8/787, lift 6.6)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.456]
Rule 37/125: (189.3, lift 14.2)
PC2 > 2.926744
PC3 > 1.640775
PC11 <= 1.452828
PC16 > 0.5655206
PC25 <= 0.2291928
PC38 <= 0.2084411
PC45 > -1.785631
-> class 1\|2 [0.995]
Rule 37/126: (120.7, lift 14.2)
PC3 > 0.775887
PC19 <= 2.850371
PC21 <= 0.8639979
PC66 <= 0.6722165
PC99 > 1.762854
-> class 1\|2 [0.992]
Rule 37/127: (119.9, lift 14.2)
PC2 <= 2.5099
PC3 > 0.775887
PC10 > -0.7764253
PC11 > -1.594386
PC12 <= 2.678355
PC28 > -0.3354943
PC54 > -0.1664843
PC55 > 0.3809531
-> class 1\|2 [0.992]
Rule 37/128: (98.2, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.775887
PC6 > -1.298463
PC9 > -3.935763
PC10 > -0.7764253
PC15 > -3.116522
PC28 > 0.2483785
-> class 1\|2 [0.990]
Rule 37/129: (86.6, lift 14.1)
PC1 > -0.430681
PC3 <= 0.775887
PC6 > 6.885673
PC13 <= -0.03639736
PC39 <= -0.3555914
-> class 1\|2 [0.989]
Rule 37/130: (91.7, lift 14.1)
PC2 <= 2.5099
PC3 > 0.775887
PC16 > -0.3375987
PC42 > -0.5382626
PC54 > -0.1664843
PC60 > -1.116413
PC77 <= -0.1812903
-> class 1\|2 [0.989]
Rule 37/131: (68.7, lift 14.1)
PC2 <= 2.5099
PC3 > 0.775887
PC16 > -0.3375987
PC76 <= -1.506471
PC79 <= 0.1901409
-> class 1\|2 [0.986]
Rule 37/132: (63.9, lift 14.1)
PC2 <= 2.5099
PC3 > 0.775887
PC16 > -0.3375987
PC27 <= -0.2781816
PC43 > -1.54088
PC54 > -0.1664843
PC100 > -1.163918
-> class 1\|2 [0.985]
Rule 37/133: (165.2/1.8, lift 14.1)
PC2 <= 2.5099
PC3 > 0.775887
PC5 > 3.424831
PC12 <= 2.678355
PC16 > -0.3375987
PC76 > -1.506471
PC77 <= 0.85829
-> class 1\|2 [0.983]
Rule 37/134: (89.2/0.6, lift 14.0)
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.678355
PC15 > -3.116522
PC16 > -0.3375987
PC28 <= -0.3354943
-> class 1\|2 [0.982]
Rule 37/135: (58.1/0.2, lift 14.0)
PC2 <= 1.181762
PC3 > 0.775887
PC12 <= 2.678355
PC16 > -0.3375987
PC45 <= -0.454103
-> class 1\|2 [0.980]
Rule 37/136: (47.4, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7764253
PC45 > -0.454103
PC54 > -0.1664843
PC55 <= 0.3809531
PC61 > 0.7707137
-> class 1\|2 [0.980]
Rule 37/137: (64.6/0.4, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.9499165
PC16 > -0.9381145
PC16 <= 0.5655206
PC50 <= -0.1767377
PC53 <= 0.2246432
PC93 > -0.9696231
-> class 1\|2 [0.980]
Rule 37/138: (50.7, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC12 <= 2.678355
PC18 <= -0.3420746
PC42 > -0.5382626
PC43 > -1.54088
PC54 > -0.1664843
-> class 1\|2 [0.979]
Rule 37/139: (39.2, lift 13.9)
PC2 <= 2.5099
PC3 > 0.775887
PC16 <= -0.3375987
PC21 <= 0.8639979
PC44 <= -0.8625963
-> class 1\|2 [0.976]
Rule 37/140: (38.6, lift 13.9)
PC1 > -0.430681
PC9 > 0.2354248
PC28 <= 0.2483785
PC44 <= -1.972712
-> class 1\|2 [0.975]
Rule 37/141: (162.1/3, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC25 <= 0.2291928
PC38 <= 0.2084411
PC80 > -0.01617124
-> class 1\|2 [0.975]
Rule 37/142: (34.4, lift 13.9)
PC1 > -0.430681
PC16 > -0.3375987
PC74 <= -1.947947
-> class 1\|2 [0.973]
Rule 37/143: (80.4/1.9, lift 13.8)
PC3 > 0.775887
PC16 > -0.3375987
PC28 > -0.3354943
PC40 > -0.9176133
PC42 <= -0.5382626
PC60 > -1.116413
-> class 1\|2 [0.965]
Rule 37/144: (43.6/0.7, lift 13.8)
PC2 <= 2.5099
PC3 > 0.775887
PC12 <= 2.678355
PC43 <= -1.54088
PC54 > -0.1664843
-> class 1\|2 [0.964]
Rule 37/145: (24.6, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC38 > 0.2084411
PC80 > 0.4420462
-> class 1\|2 [0.962]
Rule 37/146: (22, lift 13.7)
PC3 > 9.530685
PC16 > 0.5655206
PC38 > 0.2084411
-> class 1\|2 [0.958]
Rule 37/147: (20.2, lift 13.6)
PC3 > 0.775887
PC16 > -0.3375987
PC66 <= 0.3529704
PC67 <= -0.4471745
-> class 1\|2 [0.955]
Rule 37/148: (19.5, lift 13.6)
PC1 > -0.430681
PC10 > -0.7764253
PC53 > -1.73761
PC84 <= -1.186576
-> class 1\|2 [0.954]
Rule 37/149: (69/3.3, lift 13.4)
PC3 > 0.775887
PC5 <= 3.424831
PC16 > -0.3375987
PC28 > -0.3354943
PC40 > -0.9176133
PC60 <= -1.116413
-> class 1\|2 [0.940]
Rule 37/150: (49.5/2.5, lift 13.3)
PC3 > 0.775887
PC16 > -0.3375987
PC66 > 0.3529704
PC73 <= -0.8041395
-> class 1\|2 [0.931]
Rule 37/151: (35.6/1.8, lift 13.2)
PC2 <= 2.5099
PC3 > 0.775887
PC16 <= -0.3375987
PC19 <= 2.850371
PC21 <= 0.8639979
PC24 <= 2.458909
PC66 <= 0.6722165
PC92 > 0.3518897
-> class 1\|2 [0.926]
Rule 37/152: (9.9, lift 13.1)
PC3 > 0.775887
PC5 <= 3.424831
PC8 > 2.202107
PC12 <= 2.678355
PC15 > -3.116522
PC16 > -0.3375987
PC45 > -0.454103
PC55 <= 0.3809531
-> class 1\|2 [0.916]
Rule 37/153: (40.6/3.1, lift 12.9)
PC2 <= 2.5099
PC3 > 0.775887
PC5 <= 3.424831
PC42 > -0.5382626
PC55 <= 0.3809531
PC100 <= -1.163918
-> class 1\|2 [0.904]
Rule 37/154: (4.8, lift 12.2)
PC2 <= -0.3112209
PC7 <= -0.2138148
PC15 <= -3.116522
PC25 <= -0.1286269
-> class 1\|2 [0.853]
Rule 37/155: (65.3/39.2, lift 5.7)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7764253
PC15 > -3.116522
PC82 > -0.02979328
-> class 1\|2 [0.402]
Rule 37/156: (90.4, lift 12.4)
PC2 > 2.5099
PC2 <= 2.926744
PC3 > 1.640775
PC16 > 0.5655206
PC25 <= 0.2291928
PC80 <= -0.01617124
-> class 1\|3 [0.989]
Rule 37/157: (146.1/1, lift 12.4)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.530685
PC16 > 0.5655206
PC38 > 0.2084411
PC80 <= 0.4420462
-> class 1\|3 [0.987]
Rule 37/158: (23.1, lift 12.0)
PC3 > 1.640775
PC16 > 0.5655206
PC45 <= -1.785631
-> class 1\|3 [0.960]
Rule 37/159: (10.5, lift 11.5)
PC1 > -0.430681
PC1 <= 7.978601
PC3 <= 0.775887
PC6 <= 6.885673
PC8 <= -0.03640735
PC19 <= -1.56077
PC28 <= 0.2483785
-> class 1\|3 [0.920]
Rule 37/160: (49.9/5.9, lift 10.9)
PC3 > 0.775887
PC15 > -3.116522
PC16 <= -0.3375987
PC21 > 0.8639979
-> class 1\|3 [0.868]
Rule 37/161: (6702.3/5113.4, lift 3.0)
PC1 > -0.430681
-> class 1\|3 [0.237]
Rule 37/162: (389.8/1.6, lift 14.2)
PC8 > 1.524369
PC11 > -0.3749442
PC18 > -0.3263489
PC19 <= -1.45856
PC21 > -0.2469342
PC27 > -0.7059725
PC28 <= 0.1391531
PC35 > -0.7717217
PC46 <= 1.381251
PC66 > -0.4579953
PC74 > -0.5431165
PC82 <= 0.159428
PC95 > -0.4132109
PC97 > -0.2823915
-> class 2\|0 [0.993]
Rule 37/163: (454.9/6, lift 14.1)
PC2 <= 2.5099
PC8 > 1.524369
PC11 > -0.9337804
PC17 > -0.7005863
PC18 > -0.4393744
PC21 > -0.2469342
PC23 <= 1.109486
PC28 <= 0.1391531
PC35 > -0.7717217
PC43 > -2.314195
PC62 <= 1.287956
PC67 <= 0.4237977
PC70 <= -0.04253618
PC74 > -0.5431165
PC95 > -0.4132109
PC97 <= 0.615665
PC98 > -0.7051479
-> class 2\|0 [0.985]
Rule 37/164: (395.9/5.4, lift 14.1)
PC8 > 1.524369
PC11 > -0.3749442
PC18 > -0.3263489
PC19 <= -0.4432499
PC21 > -0.2469342
PC23 <= 1.109486
PC24 > -0.2442874
PC27 > -0.7059725
PC28 <= 0.1391531
PC40 > -0.9540211
PC46 <= 1.381251
PC66 > -0.4579953
PC74 > -0.5431165
PC82 <= 0.159428
PC95 > -0.4132109
PC96 <= 0.1000973
PC97 > -0.2823915
PC98 > -0.7051479
PC99 > -0.5358372
-> class 2\|0 [0.984]
Rule 37/165: (159.4/2.9, lift 13.9)
PC1 <= -0.430681
PC8 > -0.5962217
PC11 > -0.9337804
PC17 > -0.7005863
PC21 > 1.625687
PC35 > -0.7717217
PC62 <= 1.287956
PC70 > -0.04253618
PC74 > -0.5431165
PC95 > -0.4132109
-> class 2\|0 [0.976]
Rule 37/166: (38.6, lift 13.9)
PC1 <= -0.430681
PC8 > 1.524369
PC17 > -0.7005863
PC21 > -0.2469342
PC35 > -0.7717217
PC52 <= -0.2062908
PC95 > -0.4132109
-> class 2\|0 [0.975]
Rule 37/167: (55.1/1.9, lift 13.6)
PC1 > -0.430681
PC3 <= 0.775887
PC10 > -0.7764253
PC44 > 0.8094363
PC53 <= -1.73761
PC71 > -0.7803868
-> class 2\|0 [0.950]
Rule 37/168: (598.1/88, lift 12.2)
PC1 <= -0.430681
PC8 > 3.890498
PC11 > -0.9337804
PC21 > -0.2469342
PC28 <= 0.1391531
PC62 <= 1.287956
-> class 2\|0 [0.852]
Rule 37/169: (33.4/9.2, lift 10.1)
PC1 > -0.430681
PC10 > -0.7764253
PC21 > 1.690459
PC53 > -1.73761
-> class 2\|0 [0.710]
Rule 37/170: (37.1/13.6, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC12 > 1.739506
PC24 > 0.3394841
PC29 <= 0.3459832
PC32 <= 1.07177
PC57 > 0.0181126
-> class 2\|0 [0.628]
Rule 37/171: (244.1/122.4, lift 7.1)
PC1 <= -0.430681
PC2 > -1.242138
PC2 <= 2.5099
PC8 > -0.5962217
-> class 2\|0 [0.499]
Rule 37/172: (208.4/1.1, lift 10.2)
PC1 <= -0.430681
PC8 > 1.524369
PC17 > -0.7005863
PC19 > -0.4432499
PC21 > -0.2469342
PC21 <= 1.625687
PC52 > -0.2062908
PC70 > -0.04253618
-> class 2\|1 [0.990]
Rule 37/173: (72.5, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4602508
PC32 <= 1.07177
PC59 > 0.6495147
-> class 2\|1 [0.987]
Rule 37/174: (77.6, lift 10.2)
PC8 > 1.524369
PC17 <= -0.7005863
PC21 > 0.8932581
-> class 2\|1 [0.987]
Rule 37/175: (69.8, lift 10.1)
PC1 <= -0.430681
PC8 > 0.4602508
PC11 > -2.867115
PC94 > 0.9649578
-> class 2\|1 [0.986]
Rule 37/176: (171.8/1.5, lift 10.1)
PC1 <= -0.430681
PC8 > 1.524369
PC11 <= -0.9337804
PC21 > -0.2469342
-> class 2\|1 [0.986]
Rule 37/177: (64.6, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC23 <= -1.141519
PC57 > 0.0181126
PC73 <= 0.6773293
-> class 2\|1 [0.985]
Rule 37/178: (58, lift 10.1)
PC1 <= -0.430681
PC8 > 1.524369
PC62 > 1.287956
-> class 2\|1 [0.983]
Rule 37/179: (58, lift 10.1)
PC2 <= -9.459423
-> class 2\|1 [0.983]
Rule 37/180: (41.1, lift 10.0)
PC1 <= -0.430681
PC8 > 1.524369
PC11 > -0.9337804
PC98 <= -0.7051479
-> class 2\|1 [0.977]
Rule 37/181: (43.4, lift 10.0)
PC1 <= -0.430681
PC4 <= -0.3925926
PC8 > 0.4602508
PC8 <= 1.524369
-> class 2\|1 [0.977]
Rule 37/182: (51.4/0.3, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.4602508
PC10 > 0.08886382
PC33 <= -0.2136104
PC86 <= 0.4824843
-> class 2\|1 [0.976]
Rule 37/183: (109.7/1.6, lift 10.0)
PC1 <= -0.430681
PC8 > 0.4602508
PC8 <= 1.524369
PC10 <= 0.08886382
PC11 > -2.867115
PC13 <= 0.4973793
PC55 <= 0.960422
PC56 > -0.1138912
PC57 <= 0.0181126
PC77 > -0.5466541
PC100 <= 0.6354039
-> class 2\|1 [0.976]
Rule 37/184: (37.3, lift 10.0)
PC1 <= -0.430681
PC19 <= -0.4432499
PC21 > -0.2469342
PC27 <= -0.7059725
PC70 > -0.04253618
-> class 2\|1 [0.975]
Rule 37/185: (41.9/0.1, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC23 <= 1.109486
PC35 > -0.7717217
PC67 > 0.4237977
PC70 <= -0.04253618
PC74 > -0.5431165
PC95 > -0.4132109
-> class 2\|1 [0.974]
Rule 37/186: (106.5/1.9, lift 10.0)
PC1 <= -0.430681
PC8 > 1.524369
PC21 > -0.2469342
PC28 > 0.1391531
-> class 2\|1 [0.973]
Rule 37/187: (30.9, lift 10.0)
PC1 <= -0.430681
PC8 > 1.524369
PC18 <= -0.4393744
PC70 <= -0.04253618
PC100 <= 3.426843
-> class 2\|1 [0.970]
Rule 37/188: (29.4, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC21 > -0.2469342
PC62 <= 1.287956
PC95 > -0.4132109
PC97 > 0.615665
-> class 2\|1 [0.968]
Rule 37/189: (217/6.8, lift 9.9)
PC1 <= -0.430681
PC8 > 1.524369
PC8 <= 3.890498
PC10 > -0.3894038
PC21 > -0.2469342
PC74 <= -0.5431165
-> class 2\|1 [0.964]
Rule 37/190: (25.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.672862
PC8 > -0.5962217
PC8 <= 1.524369
PC57 <= 0.0181126
-> class 2\|1 [0.964]
Rule 37/191: (26.1, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC68 <= 2.248143
PC70 <= -0.9037994
-> class 2\|1 [0.964]
Rule 37/192: (24.9, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC32 <= 1.07177
PC44 <= 0.4090476
PC57 > 0.0181126
PC63 <= -0.03059296
PC66 <= 0.7848546
PC94 <= -0.402661
-> class 2\|1 [0.963]
Rule 37/193: (24.9, lift 9.9)
PC1 <= -0.430681
PC8 > 1.524369
PC11 > -0.3749442
PC19 > -1.45856
PC21 <= 1.625687
PC24 <= -0.2442874
PC70 > -0.04253618
PC82 <= 0.159428
PC95 > -0.4132109
-> class 2\|1 [0.963]
Rule 37/194: (81.9/2.3, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.07368977
PC8 > -0.5962217
PC8 <= 1.524369
PC9 > -3.427582
PC24 <= 0.3394841
PC44 > 0.4090476
PC57 > 0.0181126
PC66 <= 0.7848546
PC83 > -0.5020362
-> class 2\|1 [0.960]
Rule 37/195: (22.7, lift 9.9)
PC1 > -0.430681
PC2 <= 2.5099
PC15 > -3.116522
PC20 <= 0.04032865
PC44 > 0.8094363
PC71 <= -0.7803868
-> class 2\|1 [0.959]
Rule 37/196: (20.4, lift 9.8)
PC1 <= -0.430681
PC8 > -0.5962217
PC19 <= -0.4432499
PC21 > -0.2469342
PC40 <= -0.9540211
PC70 > -0.04253618
-> class 2\|1 [0.955]
Rule 37/197: (19.7, lift 9.8)
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC14 <= 2.695498
PC69 > 0.6583375
PC94 <= -1.43073
-> class 2\|1 [0.954]
Rule 37/198: (64.2/2.1, lift 9.8)
PC1 <= -0.430681
PC8 > 1.524369
PC74 > -0.5431165
PC95 <= -0.4132109
-> class 2\|1 [0.953]
Rule 37/199: (214.8/9.3, lift 9.8)
PC1 <= -0.430681
PC2 <= -1.242138
PC7 > 0.1417766
PC8 > 1.524369
PC21 <= -0.2469342
PC40 > -1.644845
PC89 > -0.504802
PC93 <= 0.6464217
PC100 <= 3.426843
-> class 2\|1 [0.952]
Rule 37/200: (134/5.5, lift 9.8)
PC1 <= -0.430681
PC8 > 1.524369
PC11 <= -0.3749442
PC17 > -0.7005863
PC21 > -0.2469342
PC21 <= 1.625687
PC70 > -0.04253618
-> class 2\|1 [0.952]
Rule 37/201: (100.4/5.2, lift 9.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.444064
PC14 <= 2.695498
PC73 <= -1.499911
-> class 2\|1 [0.940]
Rule 37/202: (99.7/5.2, lift 9.7)
PC1 <= -0.430681
PC8 > 1.524369
PC17 > -0.7005863
PC19 > -1.45856
PC21 <= 1.625687
PC66 > -0.4579953
PC97 > -0.2823915
PC99 <= -0.5358372
-> class 2\|1 [0.939]
Rule 37/203: (31.3/1.1, lift 9.6)
PC2 <= 2.5099
PC6 <= -1.298463
PC10 > -0.7764253
PC28 > 0.2483785
-> class 2\|1 [0.938]
Rule 37/204: (13.3, lift 9.6)
PC1 <= -0.430681
PC8 > 0.4602508
PC8 <= 1.524369
PC15 <= -1.665638
PC57 <= 0.0181126
-> class 2\|1 [0.935]
Rule 37/205: (49.9/2.7, lift 9.5)
PC1 <= -1.286841
PC8 > -0.5962217
PC8 <= 1.524369
PC32 > 1.07177
PC37 <= 1.080778
-> class 2\|1 [0.928]
Rule 37/206: (14.6/0.2, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC13 <= -0.06318575
PC24 <= 0.3394841
PC32 <= 1.07177
PC43 <= 0.4099995
PC44 <= 0.4090476
PC57 > 0.0181126
PC63 <= -0.03059296
PC73 <= 0.6773293
PC78 <= -0.12034
-> class 2\|1 [0.928]
Rule 37/207: (83.7/5.2, lift 9.5)
PC1 <= -0.430681
PC8 > 1.524369
PC35 <= -0.7717217
-> class 2\|1 [0.927]
Rule 37/208: (11.5, lift 9.5)
PC1 <= -0.430681
PC8 > 1.524369
PC21 > -0.2469342
PC23 > 1.109486
-> class 2\|1 [0.926]
Rule 37/209: (13/0.1, lift 9.5)
PC1 <= -0.430681
PC8 > 1.524369
PC19 <= -0.4432499
PC21 <= 1.625687
PC82 <= 0.159428
PC97 <= -0.2823915
-> class 2\|1 [0.925]
Rule 37/210: (13.9/0.3, lift 9.5)
PC1 <= -0.430681
PC8 > 1.524369
PC43 <= -2.314195
PC70 <= -0.04253618
-> class 2\|1 [0.920]
Rule 37/211: (10.1, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > 0.3183724
PC8 > -0.5962217
-> class 2\|1 [0.917]
Rule 37/212: (57/4.2, lift 9.4)
PC1 <= -0.430681
PC8 > 1.524369
PC19 > -1.45856
PC21 > -0.2469342
PC21 <= 1.625687
PC66 > -0.4579953
PC70 > -0.04253618
PC96 > 0.1000973
PC99 > -0.5358372
-> class 2\|1 [0.912]
Rule 37/213: (10.6/0.1, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 0.4602508
PC21 <= -0.4342789
PC50 <= -0.3151356
PC57 <= 0.0181126
-> class 2\|1 [0.911]
Rule 37/214: (71.7/5.8, lift 9.3)
PC1 <= -0.430681
PC8 > 1.524369
PC19 <= -0.4432499
PC21 <= 1.625687
PC40 > -0.9540211
PC70 > -0.04253618
PC82 > 0.159428
-> class 2\|1 [0.907]
Rule 37/215: (209.3/19, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > -0.8809682
PC8 > -0.5962217
PC8 <= 1.475991
PC22 > -1.062194
PC24 <= 0.3394841
PC32 <= 1.07177
PC57 > 0.0181126
PC63 > -0.03059296
PC66 <= 0.7848546
PC73 <= 0.6773293
PC96 <= 0.911425
-> class 2\|1 [0.905]
Rule 37/216: (8.5, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC62 <= 1.287956
PC66 <= -0.4579953
PC70 > -0.04253618
PC82 <= 0.159428
-> class 2\|1 [0.905]
Rule 37/217: (23.8/1.5, lift 9.3)
PC1 <= -0.430681
PC8 > 0.4602508
PC8 <= 1.524369
PC10 > 0.08886382
PC32 <= 1.07177
PC57 <= 0.0181126
PC86 > 0.4824843
-> class 2\|1 [0.902]
Rule 37/218: (57.2/6.4, lift 9.0)
PC1 <= -0.430681
PC8 > 1.524369
PC23 <= 1.109486
PC46 > 1.381251
PC70 > -0.04253618
PC82 <= 0.159428
PC100 <= 3.426843
-> class 2\|1 [0.875]
Rule 37/219: (59.5/8.3, lift 8.7)
PC1 <= -0.430681
PC3 > -1.672862
PC8 > 0.4602508
PC15 > -1.665638
PC47 <= -0.3108139
PC57 <= 0.0181126
-> class 2\|1 [0.849]
Rule 37/220: (52.3/8.3, lift 8.5)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.775887
PC8 > -0.03640735
PC9 <= 0.2354248
PC21 <= 1.690459
PC53 > -1.73761
PC83 <= 0.07350276
-> class 2\|1 [0.828]
Rule 37/221: (3.6, lift 8.5)
PC8 <= -0.5962217
PC14 > 2.695498
PC100 > 3.380966
-> class 2\|1 [0.823]
Rule 37/222: (22.6/3.4, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 0.4602508
PC10 <= 0.6759831
PC11 > -2.867115
PC32 <= 1.07177
PC37 <= 1.080778
PC45 <= -0.02925749
PC57 <= 0.0181126
PC68 <= 2.248143
-> class 2\|1 [0.822]
Rule 37/223: (214.6, lift 11.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.672862
PC8 > -0.5962217
PC8 <= 0.4602508
PC21 > -0.4342789
PC32 <= 1.07177
PC45 > -0.02925749
PC57 <= 0.0181126
PC70 > -0.9037994
PC80 <= 1.371051
-> class 2\|2 [0.995]
Rule 37/224: (131.4, lift 11.8)
PC1 <= -0.430681
PC3 > -1.672862
PC8 > -0.5962217
PC8 <= 0.4602508
PC10 > 0.6759831
PC57 <= 0.0181126
PC70 > -0.9037994
PC80 <= 1.371051
-> class 2\|2 [0.993]
Rule 37/225: (60.2, lift 11.7)
PC1 <= -0.430681
PC5 > -0.6301011
PC8 <= -0.5962217
PC14 > 2.695498
PC100 <= 3.380966
-> class 2\|2 [0.984]
Rule 37/226: (62.2, lift 11.7)
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC14 > -1.158034
PC69 <= 0.6583375
PC73 > -1.499911
PC80 > -5.019813
PC94 <= -1.43073
-> class 2\|2 [0.984]
Rule 37/227: (88.7/1.6, lift 11.5)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.5962217
PC46 > -0.459765
PC50 <= 0.08431362
PC75 > 0.244935
PC96 <= 1.056638
PC98 > 0.3162767
-> class 2\|2 [0.971]
Rule 37/228: (193/4.6, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.672862
PC8 > -0.5962217
PC8 <= 0.4602508
PC32 <= 1.07177
PC45 > -0.02925749
PC50 > -0.3151356
PC57 <= 0.0181126
PC70 > -0.9037994
PC80 <= 1.371051
-> class 2\|2 [0.971]
Rule 37/229: (30, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC55 > 0.960422
PC70 > -0.9037994
PC80 <= 1.371051
-> class 2\|2 [0.969]
Rule 37/230: (68.1/1.3, lift 11.5)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.5962217
PC25 > -0.23441
PC41 > -1.202376
PC46 > -0.459765
PC57 > -0.1485425
PC63 > 0.1136977
PC75 > 0.244935
PC94 > -1.43073
-> class 2\|2 [0.968]
Rule 37/231: (57.4/1.2, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > -0.8809682
PC8 > -0.5962217
PC8 <= 1.524369
PC13 <= -0.06318575
PC23 > -1.141519
PC44 <= 0.4090476
PC57 > 0.0181126
PC63 <= -0.03059296
PC73 <= 0.6773293
PC78 > -0.12034
PC94 > -0.402661
-> class 2\|2 [0.963]
Rule 37/232: (32.3/0.6, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC21 <= -0.2469342
PC89 > -0.504802
PC93 > 0.6464217
PC100 <= 3.426843
-> class 2\|2 [0.954]
Rule 37/233: (17.8, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC19 > -3.737226
PC23 > 2.986083
PC43 <= -0.1305082
-> class 2\|2 [0.949]
Rule 37/234: (30.6/0.7, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC23 > 1.856815
PC63 <= 0.1136977
PC75 > 0.244935
-> class 2\|2 [0.948]
Rule 37/235: (16.4, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC9 <= -2.05063
PC10 > -0.2628347
PC57 > -0.1485425
PC63 > 0.06972405
-> class 2\|2 [0.946]
Rule 37/236: (196.1/9.9, lift 11.2)
PC1 <= -0.430681
PC4 > -0.3925926
PC4 <= 0.3183724
PC8 > 0.4602508
PC8 <= 1.524369
PC10 > 0.08886382
PC15 > -1.665638
PC33 > -0.2136104
PC47 > -0.3108139
PC57 <= 0.0181126
PC59 <= 0.6495147
PC80 <= 1.371051
PC86 <= 0.4824843
PC94 <= 0.9649578
-> class 2\|2 [0.945]
Rule 37/237: (15.3, lift 11.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC5 > -0.8809682
PC8 > -0.5962217
PC22 <= -1.062194
PC44 <= 0.4090476
PC57 > 0.0181126
-> class 2\|2 [0.942]
Rule 37/238: (14.3, lift 11.1)
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC28 <= 0.05333866
PC43 <= -2.145508
PC65 <= 0.9605793
PC73 > -1.499911
-> class 2\|2 [0.939]
Rule 37/239: (252.7/16.8, lift 11.0)
PC1 <= -0.430681
PC2 <= -0.7734096
PC8 > -2.684477
PC8 <= -0.5962217
PC19 > -3.613276
PC26 <= 2.992713
PC34 > -0.6106293
PC36 > -0.5366641
PC43 <= 0.493809
PC45 <= 0.3124814
PC57 <= -0.1485425
PC76 <= 0.6005656
PC81 <= 0.5084645
-> class 2\|2 [0.930]
Rule 37/240: (12.3, lift 11.0)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.775887
PC6 <= 6.885673
PC8 <= -0.03640735
PC10 > -0.7764253
PC28 <= 0.2483785
PC90 <= -0.2438905
-> class 2\|2 [0.927]
Rule 37/241: (11.1, lift 11.0)
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC32 > -2.323757
PC46 > -0.459765
PC63 <= 0.1136977
PC65 <= 0.9605793
PC75 > 0.244935
PC81 <= -0.5910969
PC98 <= 0.3162767
-> class 2\|2 [0.924]
Rule 37/242: (16.3/0.6, lift 10.8)
PC1 <= -3.121941
PC8 <= -0.5962217
PC36 > 0.1716714
PC43 <= -0.1305082
PC45 > -0.417484
PC69 > -0.2608055
PC98 <= 0.5052141
-> class 2\|2 [0.912]
Rule 37/243: (9.1, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC44 <= 0.4090476
PC57 > 0.0181126
PC96 > 0.911425
-> class 2\|2 [0.910]
Rule 37/244: (18.9/0.9, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC10 <= 0.08886382
PC56 <= -0.1138912
PC57 <= 0.0181126
PC68 <= 2.248143
-> class 2\|2 [0.908]
Rule 37/245: (77.6/6.5, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC14 <= 2.695498
PC73 > -1.499911
PC80 > -1.003837
PC96 > 1.056638
-> class 2\|2 [0.906]
Rule 37/246: (16.4/0.8, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC28 <= 0.05333866
PC63 > 0.06972405
PC73 > -1.499911
PC75 <= 0.244935
PC94 <= -0.3147855
-> class 2\|2 [0.902]
Rule 37/247: (7.8, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC22 <= -2.308918
PC57 > -0.1485425
-> class 2\|2 [0.898]
Rule 37/248: (7.3, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC55 > 0.3726566
PC57 > -0.1485425
PC63 > 0.06972405
PC75 <= 0.244935
-> class 2\|2 [0.892]
Rule 37/249: (6.1, lift 10.4)
PC1 <= -0.430681
PC8 > 1.524369
PC17 <= -0.7005863
PC21 <= 0.8932581
-> class 2\|2 [0.876]
Rule 37/250: (25.8/2.6, lift 10.3)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.775887
PC8 <= -0.03640735
PC9 <= 0.2354248
PC10 > -0.7764253
PC28 <= 0.2483785
PC36 > 0.3072344
PC71 <= 0.5562124
-> class 2\|2 [0.871]
Rule 37/251: (33.5/4.5, lift 10.0)
PC1 <= -0.430681
PC8 > -0.5962217
PC11 <= -2.867115
PC57 <= 0.0181126
-> class 2\|2 [0.846]
Rule 37/252: (21.1/2.7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC46 > -0.459765
PC53 > 1.004849
PC63 <= 0.1136977
PC75 > 0.244935
-> class 2\|2 [0.838]
Rule 37/253: (36.5/5.6, lift 9.8)
PC1 <= -0.430681
PC3 > -1.672862
PC4 <= 0.3183724
PC8 > -0.5962217
PC8 <= 1.524369
PC57 <= 0.0181126
PC70 > -0.9037994
PC80 <= 1.371051
PC100 > 0.6354039
-> class 2\|2 [0.827]
Rule 37/254: (3.5, lift 9.7)
PC1 <= -0.430681
PC7 <= 0.1417766
PC8 > 1.524369
-> class 2\|2 [0.818]
Rule 37/255: (13.5/1.9, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC10 <= -0.2628347
PC57 > -0.1485425
PC73 > -1.499911
PC75 <= 0.244935
-> class 2\|2 [0.812]
Rule 37/256: (28/5.2, lift 9.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC32 <= 1.07177
PC44 <= 0.4090476
PC57 > 0.0181126
PC66 <= 0.7848546
PC73 > 0.6773293
-> class 2\|2 [0.793]
Rule 37/257: (62.2/12.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC21 <= -0.2469342
PC40 <= -1.644845
-> class 2\|2 [0.786]
Rule 37/258: (7.6/1.2, lift 9.1)
PC1 <= -0.430681
PC8 > 1.524369
PC21 <= -0.2469342
PC89 <= -0.504802
-> class 2\|2 [0.767]
Rule 37/259: (136.2/31.8, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5962217
PC43 <= -0.1305082
PC45 > -0.417484
PC69 > -0.2608055
PC73 > -1.499911
PC98 > 0.5052141
-> class 2\|2 [0.763]
Rule 37/260: (302.5/71.4, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5962217
PC8 <= 1.524369
PC12 <= 1.739506
PC24 > 0.3394841
PC32 <= 1.07177
-> class 2\|2 [0.762]
Rule 37/261: (150, lift 8.5)
PC2 <= -0.3112209
PC7 <= -0.2138148
PC15 <= -3.116522
PC44 <= 0.7675909
PC89 > -0.03119614
-> class 2\|3 [0.993]
Rule 37/262: (90.8/1, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC19 > -3.737226
PC21 <= 0.586365
PC35 <= 0.1525605
PC39 <= 0.1609569
PC40 <= 0.7843856
PC72 <= 0.5806286
PC93 <= 0.334274
-> class 2\|3 [0.978]
Rule 37/263: (17.8, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC14 <= 2.695498
PC57 > -0.1485425
PC73 > -1.499911
PC80 <= -1.003837
PC94 > -1.43073
PC96 > 1.056638
-> class 2\|3 [0.949]
Rule 37/264: (19.1/0.4, lift 8.0)
PC1 <= -0.430681
PC8 > -2.684477
PC8 <= -0.5962217
PC14 <= 2.695498
PC26 > 2.992713
PC57 <= -0.1485425
PC73 > -1.499911
-> class 2\|3 [0.931]
Rule 37/265: (342.2/171.4, lift 4.3)
PC1 > -0.430681
PC1 <= 7.978601
PC2 <= 2.5099
PC3 <= 0.775887
PC6 <= 6.885673
PC9 <= 0.2354248
PC21 <= 1.690459
PC28 <= 0.2483785
PC53 > -1.73761
PC84 > -1.186576
-> class 2\|3 [0.499]
Rule 37/266: (11898.7/9573.3, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.195]
Rule 37/267: (95.1, lift 26.4)
PC5 > -0.4909315
PC8 <= -2.684477
PC35 > 0.1525605
PC39 <= 0.1609569
PC43 > -0.1305082
PC48 > 0.2999064
PC72 <= 0.5806286
PC82 <= 0.1349488
PC93 <= 0.334274
-> class 2\|4 [0.990]
Rule 37/268: (76.5, lift 26.4)
PC1 <= -0.430681
PC8 <= -2.684477
PC16 <= 0.3713317
PC21 > 0.586365
PC43 > -0.1305082
PC54 > -0.6063308
PC82 <= 0.1349488
-> class 2\|4 [0.987]
Rule 37/269: (70.5, lift 26.3)
PC1 <= -0.430681
PC5 <= -0.4909315
PC8 <= -2.684477
PC16 <= 0.3713317
PC43 > -0.1305082
-> class 2\|4 [0.986]
Rule 37/270: (90.5/0.6, lift 26.2)
PC2 <= 2.5099
PC8 <= -2.684477
PC14 <= 2.695498
PC69 <= -0.2608055
PC73 > -1.499911
PC76 > -1.21595
PC89 <= -0.5535872
-> class 2\|4 [0.983]
Rule 37/271: (70.9/0.3, lift 26.2)
PC1 > -0.430681
PC7 <= -0.2138148
PC15 <= -3.116522
PC25 > -0.1286269
PC88 <= 0.1066425
PC89 <= -0.03119614
-> class 2\|4 [0.982]
Rule 37/272: (46, lift 26.1)
PC2 <= 2.5099
PC8 <= -2.684477
PC14 <= 2.695498
PC16 <= 0.3713317
PC43 > -0.1305082
PC82 <= 0.1349488
PC93 > 0.334274
PC100 > 0.2297387
-> class 2\|4 [0.979]
Rule 37/273: (33.3, lift 26.0)
PC1 <= -0.430681
PC8 > -2.684477
PC19 <= -3.613276
PC95 > 0.1109738
-> class 2\|4 [0.972]
Rule 37/274: (49.7/0.6, lift 25.9)
PC2 <= 2.5099
PC8 <= -2.684477
PC16 <= 0.3713317
PC40 > 0.7843856
PC54 > -0.6063308
PC82 <= 0.1349488
-> class 2\|4 [0.969]
Rule 37/275: (74.3/1.3, lift 25.9)
PC2 <= 2.5099
PC8 <= -0.5962217
PC14 <= 2.695498
PC16 <= -0.07891387
PC43 > -0.1305082
PC54 > -0.6063308
PC72 > 0.5806286
PC73 > -1.499911
-> class 2\|4 [0.969]
Rule 37/276: (26.5, lift 25.8)
PC8 <= -0.5962217
PC16 <= 0.3713317
PC21 <= 0.586365
PC43 > -0.1305082
PC54 > -0.6063308
PC55 <= 0.04324691
PC59 <= -0.2201062
PC82 <= 0.1349488
PC93 > 0.334274
-> class 2\|4 [0.965]
Rule 37/277: (172.5/8.1, lift 25.3)
PC8 <= -2.684477
PC15 <= 0.1873499
PC16 <= -0.07891387
PC35 > 0.1525605
PC39 <= 0.1609569
PC43 > -0.1305082
PC49 > -0.5007869
PC54 > -0.6063308
PC55 <= 0.04324691
PC63 <= -0.1086794
PC81 <= 0.1913427
PC82 <= 0.1349488
PC93 <= 0.334274
-> class 2\|4 [0.948]
Rule 37/278: (49.4/2.2, lift 25.0)
PC8 <= -2.684477
PC13 <= 0.4339964
PC19 <= -3.737226
PC44 > -0.4448911
-> class 2\|4 [0.937]
Rule 37/279: (35.4/1.6, lift 24.9)
PC8 <= -0.5962217
PC13 > -0.4311434
PC14 <= 2.695498
PC28 <= -0.007667756
PC32 > -2.323757
PC57 > -0.1485425
PC65 > 0.9605793
PC94 > -1.43073
-> class 2\|4 [0.931]
Rule 37/280: (8.6, lift 24.2)
PC2 <= 2.5099
PC8 <= -2.684477
PC43 <= -0.1305082
PC45 <= -0.417484
PC69 > -0.2608055
-> class 2\|4 [0.906]
Rule 37/281: (7.4, lift 23.9)
PC2 <= 2.5099
PC8 > -2.684477
PC14 <= -1.158034
PC73 > -1.499911
PC94 <= -1.43073
-> class 2\|4 [0.894]
Rule 37/282: (7.3, lift 23.8)
PC1 > -0.430681
PC1 <= 7.978601
PC3 <= 0.775887
PC6 <= 6.885673
PC10 > -0.7764253
PC15 > -3.116522
PC71 > 0.5562124
-> class 2\|4 [0.892]
Rule 37/283: (56.9/9.6, lift 21.9)
PC7 <= -0.2138148
PC15 <= -3.116522
PC25 > -0.1286269
PC44 > 0.7675909
-> class 2\|4 [0.820]
Rule 37/284: (34.2/8, lift 20.0)
PC1 <= -3.121941
PC8 <= -2.684477
PC23 <= 2.986083
PC36 <= 0.1716714
PC41 <= -0.9082327
PC43 <= -0.1305082
-> class 2\|4 [0.750]
Rule 37/285: (69.1/19.6, lift 19.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.5962217
PC29 > 0.2788967
PC32 > -2.323757
PC57 > -0.1485425
PC65 <= 0.9605793
PC73 > -1.499911
-> class 2\|4 [0.711]
Default class: 2\|3
----- Trial 38: -----
Rules:
Rule 38/1: (85/0.1, lift 16.4)
PC4 <= 8.368616
PC13 <= 7.506931
PC17 > -0.5206551
PC18 > 1.22969
PC21 <= 0.6757784
PC26 <= 0.6535319
PC32 <= 0.8213294
PC41 > -0.1972747
PC62 <= 0.225319
PC70 <= -1.144216
-> class 0\|0 [0.987]
Rule 38/2: (189.2/2.3, lift 16.3)
PC2 <= 7.16485
PC4 <= 8.368616
PC13 <= 7.506931
PC15 > -0.1686241
PC18 > 1.22969
PC27 > -1.915255
PC31 > -0.240381
PC32 <= 0.8213294
PC35 <= 0.4313429
PC41 > -0.1972747
PC62 > 0.225319
PC69 > -2.198283
-> class 0\|0 [0.983]
Rule 38/3: (39.4, lift 16.2)
PC2 <= 7.16485
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > 1.22969
PC21 <= 0.6757784
PC30 <= -1.585843
PC35 <= 0.4313429
PC41 > -0.1972747
-> class 0\|0 [0.974]
Rule 38/4: (35.5, lift 16.2)
PC2 <= 7.16485
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6535319
PC32 <= 0.8213294
PC35 <= 0.4313429
PC41 > -0.1972747
PC73 <= -1.454189
-> class 0\|0 [0.973]
Rule 38/5: (34.2, lift 16.2)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 2.565007
PC18 > -0.4683644
PC18 <= 1.22969
PC31 > 0.1202893
PC48 > 0.360111
-> class 0\|0 [0.972]
Rule 38/6: (35.4, lift 16.1)
PC2 > 2.5099
PC4 <= 8.368616
PC13 <= 7.506931
PC15 > -0.2472632
PC18 > 1.22969
PC27 > -1.915255
PC41 > -0.1972747
PC55 <= -0.2019645
PC58 > -1.082893
PC85 <= -0.1312043
-> class 0\|0 [0.971]
Rule 38/7: (28.8, lift 16.1)
PC2 > 2.5099
PC9 > 0.411866
PC18 > -0.4683644
PC35 > 0.4313429
-> class 0\|0 [0.967]
Rule 38/8: (205.2/7.7, lift 15.9)
PC2 <= 7.16485
PC12 > -2.032964
PC13 <= 7.506931
PC17 > -0.5206551
PC18 > 1.22969
PC21 > -0.5056783
PC32 > 0.8213294
PC89 <= 1.57139
PC91 <= 2.972407
PC92 <= 2.570539
-> class 0\|0 [0.958]
Rule 38/9: (26.5/0.2, lift 15.9)
PC2 <= 7.16485
PC14 <= -0.376294
PC18 > 1.22969
PC35 <= 0.4313429
PC41 > -0.1972747
PC42 <= -1.689461
-> class 0\|0 [0.957]
Rule 38/10: (28/0.7, lift 15.7)
PC2 > 7.16485
PC4 <= 8.368616
PC13 <= 7.506931
PC17 > -0.5206551
PC18 > -0.4683644
PC21 <= 0.6757784
PC62 > 0.4510362
PC91 <= 2.972407
-> class 0\|0 [0.943]
Rule 38/11: (359.9/25.8, lift 15.4)
PC4 <= 8.368616
PC13 <= 7.506931
PC14 > -0.376294
PC15 > -0.2472632
PC17 > -0.02346192
PC18 > 1.22969
PC21 > -0.9078286
PC26 <= 0.6535319
PC29 > -2.052711
PC31 <= 0.2350941
PC32 <= 0.8213294
PC35 <= 0.4313429
PC45 <= 1.476614
PC47 <= 0.6402813
PC54 <= 1.251162
PC55 > -0.2019645
PC55 <= 0.3556097
PC58 > -1.082893
PC62 <= 0.225319
PC68 <= 0.9584473
PC76 <= 0.7022016
PC94 > -0.8775101
PC95 <= 0.8596638
-> class 0\|0 [0.926]
Rule 38/12: (17.1/0.6, lift 15.3)
PC13 <= 7.506931
PC18 > 1.22969
PC21 <= 0.6757784
PC24 <= -1.576226
PC35 > 0.4313429
PC65 > -2.496761
PC69 > -2.198283
PC91 <= 2.972407
-> class 0\|0 [0.917]
Rule 38/13: (8.1, lift 15.0)
PC2 > 2.5099
PC4 <= 2.564981
PC13 <= 7.506931
PC18 > 1.22969
PC69 <= -2.198283
-> class 0\|0 [0.901]
Rule 38/14: (30/7.8, lift 12.1)
PC6 > -0.4129731
PC13 > 7.506931
PC18 > 2.798275
PC83 > -4.32544
-> class 0\|0 [0.725]
Rule 38/15: (26.3/6.9, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.443306
PC12 > -2.032964
PC18 > -0.4683644
PC18 <= 1.22969
PC65 > -2.496761
PC96 <= 1.510504
-> class 0\|0 [0.720]
Rule 38/16: (1031.8/471.2, lift 9.0)
PC12 > -2.032964
PC18 > 1.22969
PC69 > -2.198283
PC92 <= -0.1891248
-> class 0\|0 [0.543]
Rule 38/17: (115/0.6, lift 10.8)
PC3 <= 1.640775
PC14 > -0.376294
PC18 > -0.4683644
PC32 <= 0.8213294
PC45 > 1.476614
PC65 > -2.496761
PC70 > -1.144216
PC73 > -1.454189
-> class 0\|1 [0.986]
Rule 38/18: (62.9, lift 10.8)
PC4 <= 8.368616
PC17 <= -0.5206551
PC18 > 1.22969
PC23 > 0.3305984
PC69 > -2.198283
-> class 0\|1 [0.985]
Rule 38/19: (104.6/0.8, lift 10.8)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 1.22969
PC32 <= 0.8213294
PC40 > -2.874519
PC65 > -2.496761
PC69 > -2.198283
PC70 > -1.144216
PC76 > 0.7022016
PC99 > -1.763915
-> class 0\|1 [0.983]
Rule 38/20: (54.4, lift 10.8)
PC2 > 2.5099
PC2 <= 7.16485
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > -0.4683644
PC32 <= 0.8213294
PC41 > -0.1972747
PC58 > -1.082893
PC62 <= 0.225319
PC65 > -2.496761
PC69 > -2.198283
PC70 > -1.144216
PC95 > 0.8596638
-> class 0\|1 [0.982]
Rule 38/21: (49.1, lift 10.8)
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > 1.22969
PC21 <= -0.9078286
PC29 > -2.052711
PC40 > -2.874519
PC54 <= 1.251162
PC62 <= 0.225319
-> class 0\|1 [0.980]
Rule 38/22: (48.7, lift 10.7)
PC2 > 2.5099
PC73 <= -1.0238
PC82 > -2.506272
PC82 <= -2.288954
-> class 0\|1 [0.979]
Rule 38/23: (45.7, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC18 > -0.4683644
PC31 <= -0.240381
PC32 <= 0.8213294
PC41 > -0.1972747
PC62 > 0.225319
PC91 <= 2.972407
PC99 > -1.763915
-> class 0\|1 [0.979]
Rule 38/24: (43.6, lift 10.7)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 1.22969
PC65 > -2.496761
PC91 > 2.972407
-> class 0\|1 [0.978]
Rule 38/25: (38.2, lift 10.7)
PC2 > 2.5099
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > 1.22969
PC62 <= 0.225319
PC94 <= -0.8775101
PC99 > -1.763915
-> class 0\|1 [0.975]
Rule 38/26: (110.7/2.5, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC15 > -0.5578569
PC18 <= -0.4683644
PC20 > -3.440173
PC23 > -1.607909
PC99 > -0.0291126
-> class 0\|1 [0.969]
Rule 38/27: (126.4/3.2, lift 10.6)
PC2 > 2.929633
PC12 > -2.032964
PC15 <= -0.2472632
PC18 > 1.22969
PC21 <= 0.6757784
PC32 <= 0.8213294
PC65 > -2.496761
PC69 > -2.198283
PC70 > -1.144216
PC99 > -1.763915
-> class 0\|1 [0.967]
Rule 38/28: (23, lift 10.5)
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > 1.22969
PC27 <= -1.915255
PC40 > -2.874519
PC99 > -1.763915
-> class 0\|1 [0.960]
Rule 38/29: (117.5/3.9, lift 10.5)
PC4 <= 8.368616
PC14 <= -0.376294
PC18 > 1.22969
PC30 > -1.585843
PC35 <= 0.4313429
PC42 > -1.689461
PC62 <= 0.225319
PC69 > -2.198283
PC99 > -1.763915
-> class 0\|1 [0.959]
Rule 38/30: (109.8/3.8, lift 10.5)
PC2 > 2.5099
PC12 > -2.032964
PC18 > 1.22969
PC26 <= 0.6535319
PC31 <= 0.2350941
PC32 <= 0.8213294
PC55 <= -0.2019645
PC62 <= 0.225319
PC65 > -2.496761
PC69 > -2.198283
PC83 > -4.32544
PC85 > -0.1312043
PC99 > -1.763915
-> class 0\|1 [0.957]
Rule 38/31: (52.3/2.1, lift 10.3)
PC6 <= -0.4129731
PC13 > 7.506931
PC18 > 2.798275
PC39 > -1.981903
PC56 > -1.880242
-> class 0\|1 [0.942]
Rule 38/32: (54.8/2.9, lift 10.2)
PC2 > 2.929633
PC13 <= 7.506931
PC18 > 1.22969
PC21 <= 0.6757784
PC31 > 0.2350941
PC32 <= 0.8213294
PC65 > -2.496761
PC70 > -1.144216
-> class 0\|1 [0.932]
Rule 38/33: (189.8/12.9, lift 10.2)
PC9 <= 0.411866
PC12 > -2.032964
PC13 <= 7.506931
PC18 > 1.22969
PC35 > 0.4313429
PC65 > -2.496761
-> class 0\|1 [0.927]
Rule 38/34: (39.8/2.5, lift 10.0)
PC2 > 2.5099
PC13 <= 7.506931
PC14 > -0.376294
PC18 > 1.22969
PC32 <= 0.8213294
PC54 > 1.251162
PC62 <= 0.225319
PC73 > -1.454189
PC95 <= 0.8596638
-> class 0\|1 [0.916]
Rule 38/35: (126.9/10.4, lift 10.0)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC18 > -1.019176
PC18 <= -0.4683644
PC28 <= -0.05609887
PC75 <= 0.3161861
-> class 0\|1 [0.911]
Rule 38/36: (6.9, lift 9.7)
PC2 > 2.5099
PC12 > -2.032964
PC13 <= 7.506931
PC18 > -0.4683644
PC32 > 0.8213294
PC89 > 1.57139
-> class 0\|1 [0.887]
Rule 38/37: (70.7/7.8, lift 9.6)
PC2 > 2.5099
PC4 <= 8.368616
PC13 <= 7.506931
PC18 > 1.22969
PC30 > -1.585843
PC32 <= 0.8213294
PC55 > 0.3556097
PC62 <= 0.225319
PC73 > -1.454189
PC95 <= 0.8596638
-> class 0\|1 [0.878]
Rule 38/38: (12.7/1.3, lift 9.3)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.4683644
PC20 > -3.440173
PC82 <= -3.211718
-> class 0\|1 [0.844]
Rule 38/39: (14.8/2.1, lift 8.9)
PC12 > -2.032964
PC18 > 1.22969
PC21 <= -0.5056783
PC32 > 0.8213294
PC65 > -2.496761
PC69 > -2.198283
-> class 0\|1 [0.814]
Rule 38/40: (57.7/29.4, lift 5.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC16 <= -0.4606844
PC18 <= -0.4683644
PC82 > -2.288954
-> class 0\|1 [0.491]
Rule 38/41: (3323.8/1749.1, lift 5.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
-> class 0\|1 [0.474]
Rule 38/42: (69.8, lift 10.8)
PC2 > 2.5099
PC12 <= -2.032964
PC18 > -0.4683644
PC46 <= 1.806851
PC83 > -4.32544
-> class 0\|2 [0.986]
Rule 38/43: (64.2, lift 10.8)
PC3 <= -1.953879
PC4 > 6.738916
PC18 > -1.019176
PC18 <= -0.4683644
PC20 > -4.769302
-> class 0\|2 [0.985]
Rule 38/44: (66.1, lift 10.8)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 1.22969
PC42 > 1.576162
PC98 > 0.01834231
-> class 0\|2 [0.985]
Rule 38/45: (61.3, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.4683644
PC20 > -3.440173
PC49 > -1.24435
PC82 > -3.211718
PC99 <= -0.0291126
-> class 0\|2 [0.984]
Rule 38/46: (89.8/0.5, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6995997
PC18 > -2.283772
PC18 <= -1.019176
PC46 <= 0.6411383
PC61 <= -0.5583106
PC85 <= 1.563878
-> class 0\|2 [0.984]
Rule 38/47: (57.6, lift 10.8)
PC2 > 7.345853
PC10 > -2.368774
PC13 <= 0.7126734
PC14 > -0.6995997
PC18 <= -0.4683644
PC42 <= 1.595751
PC60 <= 0.02466209
PC85 <= 1.768076
PC94 <= 0.4835688
-> class 0\|2 [0.983]
Rule 38/48: (61.6/0.1, lift 10.8)
PC2 > 2.5099
PC10 > 2.565007
PC10 <= 7.315782
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 1.22969
PC43 > -0.5849449
PC46 <= 0.3176154
PC96 <= 1.510504
-> class 0\|2 [0.982]
Rule 38/49: (79.4/0.6, lift 10.8)
PC4 > 8.368616
PC18 > -0.4683644
PC25 <= -0.7867565
PC42 > -3.974739
-> class 0\|2 [0.980]
Rule 38/50: (47.7, lift 10.8)
PC4 > 8.368616
PC18 > -0.4683644
PC42 > -3.974739
PC59 <= -3.012355
-> class 0\|2 [0.980]
Rule 38/51: (65.8/0.4, lift 10.8)
PC3 <= 1.640775
PC12 <= -0.5794301
PC14 > -0.6995997
PC16 > -0.4606844
PC18 > -2.283772
PC18 <= -1.019176
PC42 <= 2.424541
-> class 0\|2 [0.979]
Rule 38/52: (39.7, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC13 <= 0.7126734
PC14 <= 0.4342819
PC15 > 0.8342735
PC18 <= -0.4683644
PC46 <= 0.6411383
-> class 0\|2 [0.976]
Rule 38/53: (39.1, lift 10.7)
PC4 > -5.53159
PC14 > -0.407418
PC16 > -0.4606844
PC18 > -2.283772
PC18 <= -0.4683644
PC48 > -0.2167026
PC79 > 1.242667
PC85 <= 1.563878
-> class 0\|2 [0.976]
Rule 38/54: (41, lift 10.7)
PC7 <= -0.2422651
PC13 > 7.506931
PC18 <= 2.798275
PC36 <= 1.476349
PC62 > -0.453459
PC74 <= 1.471014
-> class 0\|2 [0.976]
Rule 38/55: (84.8/1.3, lift 10.7)
PC3 <= 1.640775
PC14 > -0.407418
PC18 > -2.283772
PC18 <= -1.019176
PC28 <= -1.436036
PC42 <= 2.424541
PC46 <= 0.6411383
PC85 <= 1.563878
-> class 0\|2 [0.974]
Rule 38/56: (50.5/0.4, lift 10.7)
PC4 > 2.564981
PC18 > 1.22969
PC29 <= -0.8367508
PC69 <= -2.198283
-> class 0\|2 [0.973]
Rule 38/57: (35.1, lift 10.7)
PC13 > 7.506931
PC16 <= -0.5793504
PC18 > -0.4683644
PC18 <= 2.798275
PC62 > -0.453459
PC74 <= 1.471014
-> class 0\|2 [0.973]
Rule 38/58: (33.9, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.7126734
PC14 > -0.6995997
PC18 <= -0.4683644
PC46 <= 0.6411383
PC61 <= 0.7079208
PC82 > -2.288954
PC82 <= -1.339932
-> class 0\|2 [0.971]
Rule 38/59: (31.4, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.2168446
PC47 > 0.6867923
PC48 > -1.01199
-> class 0\|2 [0.970]
Rule 38/60: (29.7, lift 10.6)
PC2 > 2.5099
PC8 <= 0.08131272
PC18 > -1.019176
PC20 <= 3.369452
PC83 > 3.54093
-> class 0\|2 [0.968]
Rule 38/61: (59.9/1, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC16 <= 0.4209149
PC18 > -0.4683644
PC18 <= 0.2168446
PC42 <= 1.576162
PC48 > -1.01199
PC48 <= 0.360111
PC59 <= 0.2462261
-> class 0\|2 [0.968]
Rule 38/62: (28.7, lift 10.6)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 1.22969
PC42 <= 1.576162
PC48 <= 0.360111
PC59 <= -2.655297
-> class 0\|2 [0.967]
Rule 38/63: (123.4/3.4, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.6995997
PC18 > -2.283772
PC18 <= -1.019176
PC46 <= 0.6411383
PC61 <= -0.3604036
PC74 > -0.1182582
PC85 <= 1.563878
-> class 0\|2 [0.965]
Rule 38/64: (24.7, lift 10.6)
PC13 > 7.506931
PC18 > 2.798275
PC42 > -3.974739
PC56 <= -1.880242
-> class 0\|2 [0.962]
Rule 38/65: (105/3.4, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.53159
PC14 > -0.6995997
PC18 > -2.283772
PC18 <= -1.019176
PC28 > -1.436036
PC46 <= 0.6411383
PC48 <= -0.2167026
PC55 > -1.54732
PC82 > -2.288954
-> class 0\|2 [0.959]
Rule 38/66: (78/2.4, lift 10.5)
PC14 > -0.6995997
PC18 <= -2.283772
PC23 <= 0.7158099
PC42 <= 1.595751
PC50 > -0.1651176
PC50 <= 1.017497
PC94 > 0.4835688
PC97 <= 0.2343131
-> class 0\|2 [0.958]
Rule 38/67: (20.7, lift 10.5)
PC7 > -0.7458541
PC12 <= 0.1810328
PC13 <= 0.7126734
PC18 <= -2.283772
PC57 > 1.412483
PC60 <= 0.02466209
-> class 0\|2 [0.954]
Rule 38/68: (28.3/0.4, lift 10.5)
PC2 > 2.5099
PC13 > 0.7126734
PC14 <= 0.4342819
PC16 > -0.4606844
PC30 > 0.8982863
PC42 <= 1.595751
PC82 > -2.288954
PC94 <= 0.4835688
-> class 0\|2 [0.954]
Rule 38/69: (19.1, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > 0.03429704
PC18 > -1.019176
PC18 <= -0.4683644
-> class 0\|2 [0.953]
Rule 38/70: (18.9, lift 10.5)
PC4 <= -6.824188
PC18 > -1.019176
PC18 <= -0.4683644
PC94 <= 0.7196205
-> class 0\|2 [0.952]
Rule 38/71: (50.4/1.8, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC14 > -0.407418
PC16 > -0.4606844
PC18 > -2.052196
PC18 <= -0.4683644
PC45 > -0.6164222
PC46 <= 0.6411383
PC61 > -0.3604036
PC85 <= 1.563878
PC90 <= -0.6248149
-> class 0\|2 [0.947]
Rule 38/72: (17, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 6.738916
PC7 > -0.7458541
PC18 > -1.019176
PC18 <= -0.4683644
PC94 > 0.7196205
-> class 0\|2 [0.947]
Rule 38/73: (16.7, lift 10.4)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC7 > -0.7458541
PC18 > -1.019176
PC18 <= -0.4683644
PC28 > -0.05609887
PC75 <= 0.3161861
-> class 0\|2 [0.947]
Rule 38/74: (108.9/5.1, lift 10.4)
PC4 <= -5.53159
PC7 > -0.7458541
PC14 > -0.407418
PC18 > -2.283772
PC18 <= -1.019176
PC42 <= 2.424541
-> class 0\|2 [0.945]
Rule 38/75: (121.1/6.1, lift 10.4)
PC3 <= 1.640775
PC14 > -0.6995997
PC16 > -0.4606844
PC18 > -2.052196
PC18 <= -1.019176
PC42 <= 2.424541
PC45 > -0.6164222
PC46 <= 0.6411383
PC78 > -0.03132426
PC79 > 0.2921361
-> class 0\|2 [0.943]
Rule 38/76: (111.2/6.2, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.08178572
PC12 <= 0.1810328
PC13 <= 0.7126734
PC14 > -0.6995997
PC18 <= -0.4683644
PC60 <= 0.02466209
PC75 <= -0.0424223
PC82 > -1.339932
PC83 > 0.2930096
-> class 0\|2 [0.937]
Rule 38/77: (13.7, lift 10.3)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC7 > -0.7458541
PC16 > -0.4606844
PC18 > -1.019176
PC18 <= -0.4683644
PC75 <= 0.3161861
PC82 > -2.288954
PC85 <= -0.1551999
-> class 0\|2 [0.936]
Rule 38/78: (13.4, lift 10.3)
PC3 <= -1.953879
PC18 > -1.019176
PC18 <= -0.4683644
PC56 <= -2.119937
-> class 0\|2 [0.935]
Rule 38/79: (29.3/1.1, lift 10.3)
PC3 <= 1.640775
PC56 > -7.906567
PC56 <= -6.968732
-> class 0\|2 [0.934]
Rule 38/80: (24.8/0.8, lift 10.3)
PC3 <= 1.640775
PC5 > 3.277759
PC16 > -0.4606844
PC18 <= -0.4683644
-> class 0\|2 [0.934]
Rule 38/81: (15.7/0.2, lift 10.3)
PC2 > 2.5099
PC6 > -1.443306
PC10 <= 2.565007
PC17 <= -1.162915
PC18 > -0.4683644
PC18 <= 1.22969
PC42 <= 1.576162
PC48 <= 0.360111
PC59 <= 0.2462261
-> class 0\|2 [0.934]
Rule 38/82: (12.8, lift 10.3)
PC6 <= -0.4129731
PC13 > 7.506931
PC18 > 2.798275
PC39 <= -1.981903
PC83 > -4.32544
-> class 0\|2 [0.933]
Rule 38/83: (18.4/0.4, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.53159
PC14 > -0.6995997
PC18 > -2.283772
PC18 <= -1.019176
PC42 <= 2.424541
PC61 > -0.3604036
PC77 <= -0.2886018
PC78 > -0.03132426
PC81 <= 0.4486154
-> class 0\|2 [0.931]
Rule 38/84: (50.1/2.7, lift 10.2)
PC3 <= 1.640775
PC14 > -0.6995997
PC18 <= -2.283772
PC46 <= 0.6411383
PC56 > -7.906567
PC66 > 1.939445
-> class 0\|2 [0.928]
Rule 38/85: (10.7, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.2945656
PC14 > -0.6995997
PC60 <= 0.02466209
PC94 <= 0.4835688
-> class 0\|2 [0.921]
Rule 38/86: (49/3.3, lift 10.1)
PC7 <= -0.7458541
PC8 > -0.4041619
PC18 <= -0.4683644
PC20 <= -3.440173
PC63 > -6.125492
PC75 > 0.05252003
-> class 0\|2 [0.916]
Rule 38/87: (23.7/1.2, lift 10.0)
PC7 > -0.7458541
PC18 <= -2.283772
PC42 <= 1.595751
PC46 <= 0.6411383
PC61 > 0.7079208
PC66 <= 1.939445
PC94 <= 0.4835688
-> class 0\|2 [0.913]
Rule 38/88: (46.2/3.2, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC14 > -0.6995997
PC18 > -2.283772
PC18 <= -1.019176
PC42 <= 2.424541
PC45 > -0.6164222
PC46 <= 0.6411383
PC85 <= 1.563878
PC94 > 0.6106617
-> class 0\|2 [0.913]
Rule 38/89: (41.4/2.8, lift 10.0)
PC2 > 2.5099
PC18 > -0.4683644
PC42 > -3.974739
PC65 <= -2.496761
PC83 > -4.32544
-> class 0\|2 [0.913]
Rule 38/90: (6.9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > 1.397035
PC18 > -2.283772
PC18 <= -0.4683644
-> class 0\|2 [0.887]
Rule 38/91: (6, lift 9.6)
PC7 > -0.7458541
PC10 <= -5.956255
PC14 <= -0.6995997
-> class 0\|2 [0.875]
Rule 38/92: (85.9/11.5, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC12 <= 0.4814967
PC14 > 0.4342819
PC16 > -0.4606844
PC18 <= -0.4683644
PC82 > -2.288954
PC94 <= 0.4835688
-> class 0\|2 [0.857]
Rule 38/93: (79.4/11.7, lift 9.3)
PC3 <= 1.640775
PC8 > 0.08178572
PC16 > -0.4606844
PC18 <= -2.283772
-> class 0\|2 [0.844]
Rule 38/94: (67.9/10.1, lift 9.2)
PC3 <= 1.640775
PC14 > -0.407418
PC16 > -0.4606844
PC18 > -2.052196
PC18 <= -1.019176
PC77 > -0.2886018
PC78 > -0.03132426
PC81 <= 0.4486154
PC94 > 0.4396167
PC94 <= 0.6106617
-> class 0\|2 [0.841]
Rule 38/95: (124.9/22.1, lift 9.0)
PC8 <= 0.08178572
PC10 <= -2.368774
PC13 <= 0.7126734
PC18 <= -1.019176
PC46 <= 0.6411383
PC60 <= 0.02466209
-> class 0\|2 [0.818]
Rule 38/96: (36.8/6.1, lift 9.0)
PC2 > 2.5099
PC6 > -1.443306
PC12 > -2.032964
PC18 > -0.4683644
PC18 <= 1.22969
PC90 <= -1.681421
PC96 <= 1.510504
-> class 0\|2 [0.818]
Rule 38/97: (48.8/9, lift 8.8)
PC7 > -0.7458541
PC18 <= -0.4683644
PC82 <= -2.506272
PC100 > -0.04304946
-> class 0\|2 [0.803]
Rule 38/98: (29.4/7.3, lift 8.1)
PC4 <= -9.612904
PC18 <= 1.22969
-> class 0\|2 [0.735]
Rule 38/99: (18.6/5.3, lift 7.6)
PC2 > 2.5099
PC3 <= -1.953879
PC7 > -0.7458541
PC8 > 0.08131272
PC18 > -1.019176
PC18 <= -0.4683644
-> class 0\|2 [0.695]
Rule 38/100: (23.4/9.7, lift 6.4)
PC6 > 0.09129588
PC8 <= 0.08178572
PC13 <= 0.7126734
PC14 > -0.6995997
PC18 <= -2.283772
-> class 0\|2 [0.578]
Rule 38/101: (114.9, lift 11.3)
PC2 > 2.5099
PC4 > -5.53159
PC7 > -0.7458541
PC12 > -0.5794301
PC18 <= -1.019176
PC28 > -1.436036
PC45 <= -0.6164222
PC48 > -0.2167026
PC61 > -0.5583106
PC82 > -2.288954
-> class 0\|3 [0.991]
Rule 38/102: (100.2, lift 11.3)
PC5 <= 3.277759
PC14 > -0.6995997
PC16 > -0.4606844
PC18 <= -2.283772
PC42 > 1.595751
-> class 0\|3 [0.990]
Rule 38/103: (82.7, lift 11.3)
PC12 > 0.4814967
PC18 <= -2.283772
PC56 > -6.968732
PC61 <= 0.7079208
PC66 <= 1.939445
PC94 <= 0.4835688
-> class 0\|3 [0.988]
Rule 38/104: (93.2/0.2, lift 11.3)
PC2 > 2.5099
PC3 <= -1.953879
PC4 > -6.824188
PC4 <= 6.738916
PC7 > -0.7458541
PC8 <= 0.08131272
PC17 <= 0.03429704
PC18 > -1.019176
PC18 <= -0.4683644
PC20 <= 3.369452
PC56 > -2.119937
PC83 <= 3.54093
PC94 <= 0.7196205
-> class 0\|3 [0.988]
Rule 38/105: (70, lift 11.3)
PC3 <= 1.640775
PC14 <= 0.4342819
PC18 <= -1.019176
PC42 <= 1.595751
PC61 <= 0.7079208
PC82 > -2.288954
PC85 > 1.768076
-> class 0\|3 [0.986]
Rule 38/106: (90.1/0.4, lift 11.3)
PC2 <= 7.345853
PC8 <= 0.08178572
PC10 > -2.368774
PC11 <= 0.2945656
PC18 <= -2.283772
PC43 > -1.669891
PC46 <= 0.6411383
PC57 <= 1.412483
PC60 <= 0.02466209
PC66 <= 1.939445
PC83 <= 0.2930096
PC94 <= 0.4835688
-> class 0\|3 [0.985]
Rule 38/107: (102.3/0.8, lift 11.2)
PC2 > 2.5099
PC4 > -5.53159
PC7 > -0.7458541
PC7 <= 1.397035
PC18 > -2.283772
PC18 <= -1.019176
PC28 > -1.436036
PC48 > -0.2167026
PC61 > -0.3604036
PC78 <= -0.03132426
PC79 <= 1.242667
PC81 <= 0.4486154
PC90 > -0.6248149
-> class 0\|3 [0.983]
Rule 38/108: (53.7, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.53159
PC7 > -0.7458541
PC18 > -2.283772
PC18 <= -2.052196
PC28 > -1.436036
PC48 > -0.2167026
PC61 > -0.3604036
PC82 > -2.288954
PC94 <= 0.6106617
-> class 0\|3 [0.982]
Rule 38/109: (39.1, lift 11.2)
PC10 > 7.315782
PC12 > -2.032964
PC13 <= 7.506931
PC18 <= 1.22969
PC83 > -4.32544
PC96 <= 1.510504
-> class 0\|3 [0.976]
Rule 38/110: (35.8, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -5.53159
PC18 <= -1.019176
PC28 > -1.436036
PC46 <= 0.6411383
PC61 > -0.5583106
PC61 <= -0.3604036
PC74 <= -0.1182582
PC85 <= 1.563878
-> class 0\|3 [0.974]
Rule 38/111: (31, lift 11.1)
PC13 > 7.506931
PC36 > 1.476349
-> class 0\|3 [0.970]
Rule 38/112: (83.1/1.7, lift 11.1)
PC3 <= 1.640775
PC4 > -5.53159
PC7 <= 1.397035
PC12 > -0.5794301
PC16 > -0.4606844
PC18 > -2.283772
PC18 <= -1.019176
PC28 > -1.436036
PC48 > -0.2167026
PC61 > -0.3604036
PC77 > -0.2886018
PC79 <= 0.2921361
PC81 <= 0.4486154
PC82 > -2.288954
PC90 > -0.6248149
PC94 <= 0.4396167
-> class 0\|3 [0.968]
Rule 38/113: (55.8/1, lift 11.1)
PC3 <= -1.953879
PC18 <= -0.4683644
PC20 <= -4.769302
PC82 > -2.288954
-> class 0\|3 [0.966]
Rule 38/114: (28.2, lift 11.0)
PC2 > 2.5099
PC8 <= 0.08178572
PC16 > -0.4606844
PC18 <= -0.4683644
PC50 > 1.017497
PC94 > 0.4835688
-> class 0\|3 [0.965]
Rule 38/115: (31.8/0.2, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.283772
PC18 <= -1.019176
PC82 > -2.288954
PC85 > 1.563878
-> class 0\|3 [0.965]
Rule 38/116: (110.1/3.2, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > 2.565007
PC12 > -2.032964
PC18 <= 1.22969
PC42 <= 1.576162
PC46 > 0.3176154
PC65 > -2.496761
-> class 0\|3 [0.963]
Rule 38/117: (23.1, lift 11.0)
PC12 > 0.1810328
PC13 <= 0.7126734
PC18 <= -2.283772
PC43 > -1.669891
PC94 <= 0.4835688
-> class 0\|3 [0.960]
Rule 38/118: (37/0.6, lift 11.0)
PC5 <= 3.277759
PC18 <= -2.283772
PC23 > 0.7158099
PC66 <= 1.939445
PC82 > -2.288954
PC94 > 0.4835688
-> class 0\|3 [0.960]
Rule 38/119: (22.9, lift 11.0)
PC13 > 7.506931
PC18 > -0.4683644
PC18 <= 2.798275
PC62 <= -0.453459
-> class 0\|3 [0.959]
Rule 38/120: (147.2/5.5, lift 10.9)
PC2 > 2.5099
PC5 <= 3.277759
PC7 > -0.7458541
PC10 > -5.956255
PC14 <= -0.6995997
PC16 > -0.4606844
PC18 <= -1.019176
PC82 > -2.288954
-> class 0\|3 [0.956]
Rule 38/121: (20.4, lift 10.9)
PC2 > 2.5099
PC12 <= -2.032964
PC46 > 1.806851
-> class 0\|3 [0.955]
Rule 38/122: (15.4, lift 10.8)
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.4683644
PC63 <= -6.125492
-> class 0\|3 [0.943]
Rule 38/123: (77/4.3, lift 10.7)
PC2 > 2.5099
PC5 <= 3.277759
PC14 > -0.6995997
PC16 > -0.4606844
PC18 <= -0.4683644
PC42 > 2.424541
-> class 0\|3 [0.933]
Rule 38/124: (266.1/17.2, lift 10.7)
PC1 <= -0.5039886
PC8 <= 0.08178572
PC13 > 0.7126734
PC14 > -0.6995997
PC14 <= 0.4342819
PC18 <= -2.283772
PC30 <= 0.8982863
PC56 > -6.968732
PC61 <= 0.7079208
PC66 <= 1.939445
PC82 > -2.288954
PC94 <= 0.4835688
-> class 0\|3 [0.932]
Rule 38/125: (56.5/3.2, lift 10.6)
PC3 <= 1.640775
PC7 > -0.7458541
PC12 > -0.5794301
PC14 <= -0.407418
PC18 > -2.283772
PC18 <= -1.019176
PC82 > -2.288954
-> class 0\|3 [0.928]
Rule 38/126: (31.5/1.9, lift 10.5)
PC13 <= 0.7126734
PC18 <= -2.283772
PC61 <= 0.7079208
PC75 > -0.0424223
PC82 > -2.288954
PC83 > 0.2930096
PC94 <= 0.4835688
-> class 0\|3 [0.914]
Rule 38/127: (39.1/2.6, lift 10.4)
PC2 > 2.5099
PC4 <= 2.181841
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 1.22969
PC42 > 1.576162
PC98 <= 0.01834231
-> class 0\|3 [0.913]
Rule 38/128: (20.3/1.1, lift 10.4)
PC5 <= 3.277759
PC16 > -0.4606844
PC18 <= -1.019176
PC55 <= -1.54732
PC61 > -0.5583106
PC82 > -2.288954
-> class 0\|3 [0.905]
Rule 38/129: (443.4/42.2, lift 10.3)
PC2 > 2.5099
PC5 <= 3.277759
PC6 <= 0.09129588
PC7 > -0.7458541
PC15 <= 0.8342735
PC18 <= -2.283772
PC56 > -6.968732
PC60 > 0.02466209
PC61 <= 0.7079208
PC66 <= 1.939445
PC82 > -1.339932
PC94 <= 0.4835688
-> class 0\|3 [0.903]
Rule 38/130: (6.8, lift 10.1)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC16 > -0.4606844
PC18 > -1.019176
PC18 <= -0.4683644
PC75 > 0.3161861
PC82 > -2.288954
-> class 0\|3 [0.887]
Rule 38/131: (55.2/5.7, lift 10.1)
PC2 > 2.5099
PC18 > -0.4683644
PC83 <= -4.32544
-> class 0\|3 [0.882]
Rule 38/132: (6.3, lift 10.1)
PC2 > 2.5099
PC7 <= -0.7458541
PC18 <= -0.4683644
PC49 <= -1.24435
-> class 0\|3 [0.880]
Rule 38/133: (6.3, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC8 <= -0.4041619
-> class 0\|3 [0.879]
Rule 38/134: (28.4/2.9, lift 10.0)
PC7 <= -0.7458541
PC18 <= -0.4683644
PC20 <= -3.440173
PC75 <= 0.05252003
-> class 0\|3 [0.873]
Rule 38/135: (23.9/2.4, lift 9.9)
PC2 > 2.5099
PC7 > -0.7458541
PC18 <= -0.4683644
PC82 <= -2.506272
PC100 <= -0.04304946
-> class 0\|3 [0.869]
Rule 38/136: (120.6/18.3, lift 9.6)
PC7 > -0.2422651
PC13 > 7.506931
PC16 > -0.5793504
PC18 <= 2.798275
PC65 > -2.496761
-> class 0\|3 [0.843]
Rule 38/137: (38.8/9, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.506931
PC18 > -0.4683644
PC18 <= 1.22969
PC96 > 1.510504
-> class 0\|3 [0.755]
Rule 38/138: (129.6/0.4, lift 25.3)
PC1 > -0.430681
PC6 <= 5.1094
PC9 > -0.453144
PC12 > 2.702868
PC13 > -0.7062078
PC17 <= 1.95071
PC91 > -0.3432204
-> class 1\|0 [0.989]
Rule 38/139: (73.5, lift 25.2)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.09497605
PC8 > -4.367485
PC10 <= -0.3377119
PC16 <= 0.2033676
PC19 > -1.113511
PC48 > -0.3407215
PC68 > -1.81666
PC86 <= 0.7328436
-> class 1\|0 [0.987]
Rule 38/140: (37.7, lift 24.9)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 > -4.367485
PC16 <= 0.8572028
PC19 > -1.113511
PC38 > 0.4350086
PC68 > -1.81666
-> class 1\|0 [0.975]
Rule 38/141: (103.1/1.9, lift 24.9)
PC1 > 9.336863
PC3 <= 0.09497605
PC11 <= -0.8052899
PC12 <= 2.702868
PC62 <= 0.6732632
PC68 <= 0.8657741
-> class 1\|0 [0.972]
Rule 38/142: (42.2/0.3, lift 24.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC7 > -7.573264
PC16 <= 0.8572028
PC19 > -1.113511
PC68 > -1.81666
PC86 <= 0.7328436
PC87 > 0.3758951
-> class 1\|0 [0.971]
Rule 38/143: (29.4, lift 24.8)
PC1 > -0.2019541
PC8 > -4.367485
PC12 <= 2.702868
PC19 > 2.849222
PC68 > -1.81666
PC86 <= 0.7328436
-> class 1\|0 [0.968]
Rule 38/144: (58.9/1.1, lift 24.7)
PC1 <= 5.97752
PC6 > 5.459266
PC6 <= 7.447846
PC9 > 1.346254
PC11 <= 1.214689
PC12 > 2.702868
-> class 1\|0 [0.965]
Rule 38/145: (18, lift 24.3)
PC1 > -0.430681
PC8 > -4.367485
PC16 <= 0.8572028
PC21 > -0.2639696
PC31 <= -0.2581946
PC68 <= -1.81666
-> class 1\|0 [0.950]
Rule 38/146: (98.2/6.5, lift 23.7)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.09497605
PC7 > -7.573264
PC16 <= 0.8572028
PC19 > -1.113511
PC72 > 0.1759172
PC86 <= 0.7328436
PC87 <= 0.3758951
-> class 1\|0 [0.925]
Rule 38/147: (6.2, lift 22.5)
PC6 > 7.447846
PC12 > 2.702868
PC46 > 2.568
-> class 1\|0 [0.878]
Rule 38/148: (5.8, lift 22.3)
PC2 > 0.8279572
PC2 <= 2.5099
PC7 <= -7.573264
-> class 1\|0 [0.872]
Rule 38/149: (499.7/224.1, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC21 > -0.2051003
PC46 > -0.6374976
-> class 1\|0 [0.551]
Rule 38/150: (43.5/23, lift 12.1)
PC1 <= -0.2019541
PC2 > 0.6503272
PC2 <= 2.5099
PC17 <= -0.7404741
-> class 1\|0 [0.472]
Rule 38/151: (236.6, lift 14.3)
PC6 > 7.447846
PC12 > 2.702868
PC46 <= 2.568
-> class 1\|1 [0.996]
Rule 38/152: (147.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC25 <= -0.03263944
-> class 1\|1 [0.993]
Rule 38/153: (124.9, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC83 <= -0.4309384
-> class 1\|1 [0.992]
Rule 38/154: (94.8, lift 14.2)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.07186928
PC16 <= 0.5655206
-> class 1\|1 [0.990]
Rule 38/155: (83.2, lift 14.2)
PC2 > 2.5099
PC8 <= -3.622398
PC16 <= -0.9381145
-> class 1\|1 [0.988]
Rule 38/156: (115.3/0.9, lift 14.2)
PC1 > 9.336863
PC3 <= 0.09497605
PC8 > -4.367485
PC11 > -0.8052899
PC12 <= 2.702868
PC45 <= 0.2860672
PC85 > -1.335222
PC98 > -0.04919276
-> class 1\|1 [0.984]
Rule 38/157: (50.5, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC33 <= -0.5413352
-> class 1\|1 [0.981]
Rule 38/158: (232.8/4.1, lift 14.1)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.09497605
PC7 > -7.573264
PC10 > -0.3377119
PC12 <= 2.702868
PC16 <= 0.8572028
PC19 > -1.113511
PC19 <= 2.849222
PC38 <= 0.4350086
PC48 > -0.3407215
PC49 > -0.8147107
PC68 > -1.81666
PC72 <= 0.1759172
PC86 <= 0.7328436
PC87 <= 0.3758951
-> class 1\|1 [0.978]
Rule 38/159: (43.3, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 4.007666
PC8 > -0.952363
PC16 <= 0.8572028
PC48 > -0.3407215
PC86 > 0.7328436
-> class 1\|1 [0.978]
Rule 38/160: (44.7, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.5506301
PC16 <= 0.5655206
PC87 > 0.2374916
-> class 1\|1 [0.978]
Rule 38/161: (40.3, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC77 > 0.7041603
-> class 1\|1 [0.976]
Rule 38/162: (62/0.6, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.5506301
PC16 <= -0.9381145
PC32 > -0.6563316
PC50 <= 0.2204127
PC94 > -0.646867
-> class 1\|1 [0.975]
Rule 38/163: (39.4/0.7, lift 13.8)
PC6 > 5.459266
PC9 <= 1.346254
PC12 > 2.702868
-> class 1\|1 [0.960]
Rule 38/164: (21.1, lift 13.7)
PC1 > -0.2019541
PC2 <= 2.5099
PC6 <= 7.447846
PC13 <= -0.7062078
-> class 1\|1 [0.955]
Rule 38/165: (17.1, lift 13.6)
PC1 > -0.2019541
PC1 <= 9.336863
PC3 <= 0.09497605
PC9 > 0.2364534
PC12 <= 2.702868
-> class 1\|1 [0.948]
Rule 38/166: (22.4/0.3, lift 13.6)
PC1 > 5.97752
PC6 > 5.1094
PC6 <= 7.447846
PC12 > 2.702868
-> class 1\|1 [0.946]
Rule 38/167: (87.4/4.4, lift 13.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC94 > 0.08197199
-> class 1\|1 [0.939]
Rule 38/168: (13.2, lift 13.4)
PC1 > -0.430681
PC2 <= 2.5099
PC12 > 2.702868
PC91 <= -0.3432204
-> class 1\|1 [0.934]
Rule 38/169: (12.7, lift 13.4)
PC1 > -0.430681
PC3 > 0.09497605
PC16 <= 0.8572028
PC18 > 0.1630111
PC19 <= -1.113511
-> class 1\|1 [0.932]
Rule 38/170: (29.1/1.4, lift 13.3)
PC1 > -0.430681
PC3 <= 0.09497605
PC11 <= -0.8052899
PC68 > 0.8657741
-> class 1\|1 [0.922]
Rule 38/171: (7.3, lift 12.8)
PC1 > -0.430681
PC3 <= 0.09497605
PC11 <= -0.8052899
PC12 <= 2.702868
PC62 > 0.6732632
-> class 1\|1 [0.892]
Rule 38/172: (19.6/2.7, lift 12.0)
PC6 > 5.1094
PC6 <= 5.459266
PC12 > 2.702868
PC17 <= 1.95071
-> class 1\|1 [0.831]
Rule 38/173: (296.6/127, lift 8.2)
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC42 <= -1.113485
-> class 1\|1 [0.572]
Rule 38/174: (1359.8/751, lift 6.4)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.448]
Rule 38/175: (170.6/1.5, lift 14.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC5 <= 2.465437
PC16 > 0.8572028
PC22 > -2.06298
PC25 <= 0.4005555
PC39 > -0.1516411
PC43 > -0.1861798
PC100 > -0.004760643
-> class 1\|2 [0.986]
Rule 38/176: (48.1/0.2, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC27 <= 0.3614591
PC83 > 0.3472106
-> class 1\|2 [0.976]
Rule 38/177: (32.5, lift 14.3)
PC2 <= 2.5099
PC3 > 0.09497605
PC4 > 0.8657938
PC16 > 0.8572028
-> class 1\|2 [0.971]
Rule 38/178: (106.8/3.1, lift 14.2)
PC2 > 2.5099
PC6 <= -4.030584
PC15 > -1.567503
PC16 > 0.5655206
PC51 <= -0.7704938
-> class 1\|2 [0.962]
Rule 38/179: (20.2, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC32 <= -2.132557
-> class 1\|2 [0.955]
Rule 38/180: (18.4, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC27 > 0.3614591
PC51 <= -0.7704938
-> class 1\|2 [0.951]
Rule 38/181: (145.1/7.6, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.5655206
PC33 <= 1.385221
PC51 > -0.7704938
PC55 > -0.5716879
-> class 1\|2 [0.941]
Rule 38/182: (13, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC50 > -0.2178361
PC65 <= -0.6879153
-> class 1\|2 [0.933]
Rule 38/183: (8.4, lift 13.3)
PC3 > 1.640775
PC16 > -0.9381145
PC20 > 1.222357
PC50 > -0.2178361
-> class 1\|2 [0.904]
Rule 38/184: (48.3/3.9, lift 13.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.5655206
PC50 <= -0.2178361
PC82 <= 0.3334497
-> class 1\|2 [0.903]
Rule 38/185: (8.9/0.2, lift 13.1)
PC3 > 0.09497605
PC16 > 0.8572028
PC74 <= -1.936675
PC94 <= 1.787622
-> class 1\|2 [0.888]
Rule 38/186: (2638.3/1636.2, lift 5.6)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 > -4.367485
PC12 <= 2.702868
-> class 1\|2 [0.380]
Rule 38/187: (3371.1/2360.9, lift 4.4)
PC1 > -0.2019541
PC2 <= 2.5099
-> class 1\|2 [0.300]
Rule 38/188: (67.3, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC4 <= 0.8657938
PC5 <= 2.465437
PC16 > 0.8572028
PC22 <= 2.170254
PC43 <= -0.1861798
PC100 > -0.004760643
-> class 1\|3 [0.986]
Rule 38/189: (124.8/0.9, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC9 <= -1.483116
PC27 > -0.4267388
PC45 > -0.4031202
PC89 > -0.2612394
-> class 1\|3 [0.985]
Rule 38/190: (136.4/3, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC6 > -4.030584
PC27 <= 0.3614591
PC32 > -2.132557
PC51 <= -0.7704938
PC83 <= 0.3472106
-> class 1\|3 [0.971]
Rule 38/191: (81.6/1.6, lift 14.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC4 <= 0.8657938
PC5 <= 2.465437
PC16 > 0.8572028
PC39 > -0.1516411
PC100 <= -0.004760643
-> class 1\|3 [0.969]
Rule 38/192: (386.2/15.4, lift 14.5)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.09497605
PC4 <= 0.8657938
PC5 > -6.396301
PC5 <= 2.465437
PC16 > 0.8572028
PC37 > -1.296795
PC39 <= -0.1516411
PC54 <= 1.492335
PC74 > -1.936675
PC90 <= 1.533493
PC100 > -1.163918
-> class 1\|3 [0.958]
Rule 38/193: (91.4/3.4, lift 14.4)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.567503
PC51 <= -0.7704938
-> class 1\|3 [0.953]
Rule 38/194: (18.8, lift 14.4)
PC1 > -0.430681
PC3 > 0.09497605
PC5 <= 2.465437
PC16 > 0.8572028
PC19 > 1.679743
PC43 <= -0.1861798
-> class 1\|3 [0.952]
Rule 38/195: (158.6/8.3, lift 14.3)
PC1 > -0.430681
PC2 <= 2.5099
PC4 <= 0.8657938
PC16 > 0.8572028
PC22 <= -2.06298
-> class 1\|3 [0.942]
Rule 38/196: (37.4/1.3, lift 14.3)
PC1 > -0.430681
PC2 <= 2.5099
PC7 > -7.573264
PC8 > -4.367485
PC16 <= 0.8572028
PC19 > -1.113511
PC21 > -0.2639696
PC31 > -0.2581946
PC68 <= -1.81666
-> class 1\|3 [0.941]
Rule 38/197: (16.1, lift 14.2)
PC2 <= 2.5099
PC3 > 0.09497605
PC5 <= 2.465437
PC12 <= 2.702868
PC16 > 0.8572028
PC25 > 0.4005555
PC94 <= 1.787622
PC100 > -0.004760643
-> class 1\|3 [0.939]
Rule 38/198: (21/1.1, lift 13.8)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.09497605
PC8 <= -0.952363
PC19 > -1.113511
PC86 > 0.7328436
-> class 1\|3 [0.909]
Rule 38/199: (8.2, lift 13.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > 0.8572028
PC65 > 1.003645
-> class 1\|3 [0.902]
Rule 38/200: (5.4, lift 13.1)
PC1 > -0.430681
PC1 <= 9.336863
PC3 <= 0.09497605
PC19 <= -2.176694
PC20 <= 0.2786741
PC44 <= 0.800207
-> class 1\|3 [0.864]
Rule 38/201: (131.9/17.4, lift 13.1)
PC1 > -0.430681
PC3 > 0.09497605
PC4 <= 0.8657938
PC5 <= 2.465437
PC12 <= 2.702868
PC35 <= -0.1819457
PC43 <= -0.1861798
-> class 1\|3 [0.862]
Rule 38/202: (377.5/0.8, lift 13.5)
PC1 <= -0.430681
PC8 > 2.359055
PC10 <= 0.3352064
PC20 > -0.4731367
PC20 <= -0.1666366
PC34 <= 0.4210965
PC54 > -1.798061
PC60 > -0.2182211
PC98 > -0.7051479
-> class 2\|0 [0.995]
Rule 38/203: (161.6, lift 13.4)
PC1 <= -0.430681
PC8 > 1.123821
PC10 <= -0.173114
PC12 > -0.6683381
PC32 > 1.071236
PC36 <= 0.3500793
-> class 2\|0 [0.994]
Rule 38/204: (362.8/1.8, lift 13.4)
PC1 > -3.530074
PC1 <= -0.430681
PC8 > 2.359055
PC10 <= 0.3352064
PC12 > -1.731584
PC19 <= 0.6619395
PC34 <= 0.4210965
PC36 > -0.2762381
PC54 > -1.798061
PC60 > -0.2182211
PC63 <= 0.1614359
PC98 > -0.7051479
PC99 > -1.121044
-> class 2\|0 [0.992]
Rule 38/205: (128.2/2, lift 13.2)
PC1 <= -0.430681
PC8 > 2.359055
PC10 <= 0.3352064
PC19 <= 0.6619395
PC20 > -0.4731367
PC37 <= -0.1446801
PC40 > -0.5543202
PC46 > 0.1444398
PC54 > -1.798061
PC60 > -0.2182211
PC97 <= 0.0897546
-> class 2\|0 [0.977]
Rule 38/206: (59/1.1, lift 13.1)
PC5 <= 1.125056
PC7 <= 0.8953667
PC8 > -0.2273773
PC8 <= 2.359055
PC19 <= -0.8207372
PC24 <= 0.7800624
PC41 <= 0.9271359
PC44 > 0.4764253
-> class 2\|0 [0.966]
Rule 38/207: (26.4, lift 13.1)
PC1 <= -0.430681
PC2 > -1.866158
PC2 <= 2.5099
PC8 > -0.2273773
PC57 > 0.6598545
PC59 > -0.6592996
-> class 2\|0 [0.965]
Rule 38/208: (22.8, lift 13.0)
PC1 <= -0.430681
PC2 > -3.175897
PC8 > 2.359055
PC19 <= 0.6619395
PC20 > -0.4731367
PC54 <= -1.798061
-> class 2\|0 [0.960]
Rule 38/209: (52.3/1.8, lift 12.8)
PC1 > -0.430681
PC1 <= 9.336863
PC3 <= 0.09497605
PC9 > -2.660782
PC9 <= 0.2364534
PC44 > 0.800207
-> class 2\|0 [0.949]
Rule 38/210: (312.7/22.2, lift 12.5)
PC6 <= -0.1714664
PC8 > 2.359055
PC10 <= 0.3352064
PC19 <= 0.6619395
PC20 <= 0.07461147
PC41 <= 0.1548491
PC52 <= 0.04866493
PC58 <= 0.7804653
PC70 <= 0.08980133
PC98 > -0.7051479
-> class 2\|0 [0.926]
Rule 38/211: (8.4/0.1, lift 12.1)
PC1 <= -0.430681
PC8 > 2.359055
PC12 > -0.1989966
PC19 > 0.6619395
-> class 2\|0 [0.892]
Rule 38/212: (366.3/44.4, lift 11.9)
PC7 > 1.46383
PC8 > 2.359055
PC19 <= 0.6619395
PC20 <= 0.07461147
-> class 2\|0 [0.877]
Rule 38/213: (1488.7/980.9, lift 4.6)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
-> class 2\|0 [0.341]
Rule 38/214: (111.1, lift 11.1)
PC1 <= -0.430681
PC2 > -1.866158
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC11 > -2.039414
PC12 > -2.779273
PC32 <= 1.071236
PC42 > -1.113485
PC44 <= 0.4764253
PC56 <= 0.6592054
PC57 <= 0.6598545
PC90 > -0.7716748
-> class 2\|1 [0.991]
Rule 38/215: (70.8, lift 11.0)
PC1 <= -0.430681
PC7 <= 1.46383
PC8 > 2.359055
PC10 > 0.3352064
PC20 <= 0.07461147
-> class 2\|1 [0.986]
Rule 38/216: (80.7/0.3, lift 11.0)
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -3.163575
PC21 > 2.055374
PC32 <= 1.071236
PC44 <= 0.4764253
-> class 2\|1 [0.985]
Rule 38/217: (60, lift 11.0)
PC2 <= 2.5099
PC5 > 1.125056
PC7 > 0.141274
PC8 <= 2.359055
PC19 <= -0.8207372
PC24 <= 0.7800624
-> class 2\|1 [0.984]
Rule 38/218: (62.2, lift 11.0)
PC1 <= -0.430681
PC6 > -0.1714664
PC8 > 2.359055
PC52 <= 0.04866493
PC60 <= -0.2182211
-> class 2\|1 [0.984]
Rule 38/219: (57, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC40 > -1.571625
PC44 <= 0.4764253
PC56 <= 0.6592054
PC74 <= 0.335292
PC78 <= -0.2197374
PC90 > -0.7716748
-> class 2\|1 [0.983]
Rule 38/220: (50.8, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.123821
PC32 > 1.071236
PC75 <= 1.484592
-> class 2\|1 [0.981]
Rule 38/221: (50.1, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC10 > -0.173114
PC32 > 1.071236
PC75 <= 1.484592
-> class 2\|1 [0.981]
Rule 38/222: (105.8/1.1, lift 11.0)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC23 <= 0.8789801
PC29 > -0.1187034
PC38 > 0.4812083
PC59 > -0.6592996
PC74 <= 0.335292
PC78 <= 0.456236
-> class 2\|1 [0.981]
Rule 38/223: (120.9/1.6, lift 10.9)
PC1 <= -0.430681
PC8 > 2.359055
PC12 <= -0.1989966
PC19 > 0.6619395
-> class 2\|1 [0.979]
Rule 38/224: (44.1, lift 10.9)
PC2 <= 2.5099
PC8 > -0.2273773
PC29 > -0.1187034
PC38 > 0.66856
PC40 > -1.571625
PC59 > -0.6592996
PC89 > -0.202921
PC93 > -0.2961095
-> class 2\|1 [0.978]
Rule 38/225: (45.3/0.1, lift 10.9)
PC1 <= -0.430681
PC8 > 2.359055
PC20 <= 0.07461147
PC60 <= -0.2182211
PC70 > 0.08980133
-> class 2\|1 [0.976]
Rule 38/226: (41.7, lift 10.9)
PC2 <= -1.866158
PC8 > -0.2273773
PC12 > -3.163575
PC22 > -1.591802
PC32 <= 1.071236
PC44 <= 0.4764253
PC68 <= 1.819873
PC74 <= 0.335292
PC75 > -0.265833
PC78 > -0.2197374
PC78 <= -0.1079038
PC90 > -0.7716748
-> class 2\|1 [0.976]
Rule 38/227: (35.5, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC32 > 1.071236
PC36 > 0.3500793
PC75 <= 1.484592
-> class 2\|1 [0.973]
Rule 38/228: (35.4, lift 10.9)
PC1 <= -0.430681
PC8 > 2.359055
PC34 > 0.4210965
PC40 <= -0.5543202
-> class 2\|1 [0.973]
Rule 38/229: (34.9, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC12 > -3.163575
PC40 > 0.4933943
PC56 > 0.6592054
-> class 2\|1 [0.973]
Rule 38/230: (35.3, lift 10.9)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -3.163575
PC21 <= 2.055374
PC29 > -0.1187034
PC35 <= -0.5510029
PC56 <= 0.6592054
PC65 <= 0.5269582
PC89 > -0.202921
PC93 > -0.2961095
-> class 2\|1 [0.973]
Rule 38/231: (46.6/0.4, lift 10.9)
PC1 <= -0.430681
PC8 > 2.359055
PC10 <= 0.3352064
PC20 <= 0.07461147
PC41 > 0.1548491
PC60 <= -0.2182211
-> class 2\|1 [0.971]
Rule 38/232: (32.2, lift 10.8)
PC2 <= -7.732954
PC4 > -0.4338923
PC8 > -0.2273773
PC22 > -1.591802
PC40 > -1.571625
PC87 > -0.6705934
PC90 > -0.7716748
PC94 <= 0.9560409
PC97 <= 1.326732
-> class 2\|1 [0.971]
Rule 38/233: (87.2/1.9, lift 10.8)
PC1 <= -0.430681
PC8 > 2.359055
PC19 <= 0.6619395
PC52 > 0.04866493
PC60 <= -0.2182211
-> class 2\|1 [0.968]
Rule 38/234: (56.6/0.9, lift 10.8)
PC1 <= -0.430681
PC8 > 2.359055
PC12 <= -1.731584
PC58 <= 0.7804653
-> class 2\|1 [0.968]
Rule 38/235: (71.5/1.4, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC23 <= 0.8789801
PC34 > -0.1039872
PC42 > -1.113485
PC44 <= 0.4764253
PC56 <= 0.6592054
PC65 <= 0.5269582
PC78 > -0.1079038
PC78 <= 0.456236
PC97 > 0.07127351
-> class 2\|1 [0.967]
Rule 38/236: (24, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 <= 0.141274
PC8 > -0.2273773
PC24 <= 0.7800624
PC35 <= 0.1772053
PC44 > 0.4764253
-> class 2\|1 [0.962]
Rule 38/237: (23.7, lift 10.7)
PC1 <= -0.430681
PC8 > 2.359055
PC34 > 0.4210965
PC46 <= 0.1444398
PC54 > -1.798061
-> class 2\|1 [0.961]
Rule 38/238: (78.3/2.2, lift 10.7)
PC1 <= -0.430681
PC2 <= -3.175897
PC8 > -0.2273773
PC10 <= 0.3352064
PC54 <= -1.798061
-> class 2\|1 [0.960]
Rule 38/239: (83.7/2.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC21 <= 2.055374
PC22 > -1.591802
PC29 > -0.1187034
PC32 <= 1.071236
PC34 <= -0.1039872
PC65 <= 0.5269582
PC68 <= 1.819873
PC74 <= 0.335292
PC75 > -0.265833
PC78 <= 0.456236
PC93 > -0.2961095
-> class 2\|1 [0.960]
Rule 38/240: (22.2, lift 10.7)
PC1 <= -0.430681
PC8 > 2.359055
PC34 > 0.4210965
PC54 > -1.798061
PC97 > 0.0897546
-> class 2\|1 [0.959]
Rule 38/241: (60.3/1.8, lift 10.7)
PC2 <= 2.5099
PC4 > -0.4338923
PC8 > -0.2273773
PC12 > -3.163575
PC40 > -1.571625
PC90 > -0.7716748
PC94 > 0.9560409
-> class 2\|1 [0.955]
Rule 38/242: (100/3.7, lift 10.7)
PC1 <= -0.430681
PC2 > -2.613085
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC21 <= 2.055374
PC23 <= 0.8789801
PC32 <= 1.071236
PC42 > -1.113485
PC56 <= 0.6592054
PC65 <= 0.5269582
PC75 > -0.265833
PC78 > -0.1079038
PC78 <= 0.456236
PC90 > -0.7716748
-> class 2\|1 [0.954]
Rule 38/243: (36.1/0.8, lift 10.6)
PC1 <= -0.430681
PC8 > 2.359055
PC20 <= -0.4731367
-> class 2\|1 [0.953]
Rule 38/244: (24.5/0.2, lift 10.7)
PC1 <= -0.430681
PC8 > 2.359055
PC34 > 0.4210965
PC37 > -0.1446801
-> class 2\|1 [0.953]
Rule 38/245: (71.6/2.7, lift 10.6)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC22 > -1.591802
PC29 > -0.1187034
PC40 > -1.571625
PC44 <= 0.4764253
PC56 <= 0.6592054
PC74 <= 0.335292
PC75 > -0.265833
PC89 <= -0.202921
PC90 > -0.7716748
PC90 <= 0.7013856
-> class 2\|1 [0.950]
Rule 38/246: (73.4/2.8, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -3.163575
PC22 > -1.591802
PC44 <= 0.4764253
PC56 <= 0.6592054
PC65 <= 0.5269582
PC74 <= 0.335292
PC78 <= 0.456236
PC87 <= -0.6705934
PC90 > -0.7716748
-> class 2\|1 [0.950]
Rule 38/247: (17.5, lift 10.6)
PC1 > -0.2019541
PC1 <= 9.336863
PC3 <= 0.09497605
PC8 > -4.367485
PC9 <= -2.660782
PC44 > 0.800207
-> class 2\|1 [0.949]
Rule 38/248: (35/1.3, lift 10.5)
PC1 <= -0.430681
PC7 > 0.141274
PC8 <= 2.359055
PC19 <= -0.8207372
PC41 > 0.9271359
-> class 2\|1 [0.937]
Rule 38/249: (84.1/4.6, lift 10.4)
PC2 <= -1.866158
PC4 > -0.4338923
PC8 > 1.490857
PC23 <= 0.8789801
PC34 > -0.1039872
PC35 > -0.5510029
PC44 <= 0.4764253
PC56 <= 0.6592054
PC68 <= 1.819873
PC74 <= 0.335292
PC75 > -0.265833
PC78 <= 0.456236
PC89 > -0.202921
PC93 > -0.2961095
-> class 2\|1 [0.935]
Rule 38/250: (38.8/2, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= 0.04987404
PC8 > -3.21639
PC29 <= 0.3448451
PC33 <= -0.5563135
PC98 <= -0.8824486
-> class 2\|1 [0.926]
Rule 38/251: (76.8/5.1, lift 10.3)
PC1 <= -0.430681
PC8 > 2.359055
PC58 > 0.7804653
-> class 2\|1 [0.923]
Rule 38/252: (138.9/11.3, lift 10.2)
PC1 <= -0.430681
PC8 > 2.359055
PC20 > 0.07461147
-> class 2\|1 [0.913]
Rule 38/253: (6.6, lift 9.9)
PC1 > 9.336863
PC3 <= 0.09497605
PC85 <= -1.335222
-> class 2\|1 [0.884]
Rule 38/254: (33.4/3.3, lift 9.8)
PC1 > -0.430681
PC1 <= -0.2019541
PC2 <= 2.5099
PC32 <= 2.112675
PC56 > 0.2645048
-> class 2\|1 [0.878]
Rule 38/255: (56.6/7.1, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -3.163575
PC32 <= 1.071236
PC90 > 0.7013856
-> class 2\|1 [0.862]
Rule 38/256: (5.7/0.1, lift 9.6)
PC1 <= -0.430681
PC8 > 2.359055
PC20 > -0.1666366
PC34 <= 0.4210965
PC99 <= -1.121044
-> class 2\|1 [0.857]
Rule 38/257: (53.4/8.5, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC44 <= 0.4764253
PC59 <= -0.6592996
-> class 2\|1 [0.828]
Rule 38/258: (123.9/23.9, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC7 > 0.141274
PC8 > -0.2273773
PC8 <= 2.359055
PC13 <= 0.556199
PC19 > -0.8207372
PC24 <= 0.7800624
PC42 > -1.113485
PC44 > 0.4764253
-> class 2\|1 [0.802]
Rule 38/259: (43.8/8.2, lift 8.9)
PC1 <= -0.430681
PC8 > 1.123821
PC8 <= 2.359055
PC10 <= -0.173114
PC12 <= -0.6683381
-> class 2\|1 [0.799]
Rule 38/260: (100.7/24, lift 8.5)
PC2 <= -8.975098
-> class 2\|1 [0.757]
Rule 38/261: (38.8/10.5, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC36 > -0.7236297
PC45 > 0.2982394
PC68 <= -0.5654163
PC75 <= 0.4335233
-> class 2\|1 [0.717]
Rule 38/262: (46.2/12.7, lift 8.0)
PC2 <= 2.5099
PC8 > -3.21639
PC14 <= -3.562955
-> class 2\|1 [0.716]
Rule 38/263: (52.6/20.3, lift 6.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC28 <= -0.2656237
-> class 2\|1 [0.610]
Rule 38/264: (155.8/0.3, lift 11.4)
PC2 > -7.732954
PC2 <= -2.613085
PC8 > -0.2273773
PC8 <= 1.490857
PC22 > -1.591802
PC34 > -0.1039872
PC35 > -0.5510029
PC38 <= 0.4812083
PC44 <= 0.4764253
PC59 > -0.6592996
PC74 <= 0.335292
PC78 > -0.2197374
PC87 > -0.6705934
PC88 > -0.1423049
PC89 > -0.202921
PC94 <= 0.9560409
PC97 <= 0.07127351
-> class 2\|2 [0.992]
Rule 38/265: (84.8/0.2, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC21 <= 2.055374
PC40 <= 0.4933943
PC44 <= 0.4764253
PC56 > 0.6592054
PC59 > -0.6592996
PC94 <= 0.9560409
-> class 2\|2 [0.986]
Rule 38/266: (69.2, lift 11.3)
PC1 <= -0.430681
PC2 > -7.732954
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC22 > -1.591802
PC23 > 0.8789801
PC34 > -0.1039872
PC38 <= 0.66856
PC44 <= 0.4764253
PC56 <= 0.6592054
PC74 <= 0.335292
PC78 > -0.1079038
PC89 > -0.202921
-> class 2\|2 [0.985]
Rule 38/267: (97.9/0.5, lift 11.3)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 2.359055
PC12 <= -2.779273
PC21 <= 2.055374
PC32 <= 1.071236
PC59 > -0.6592996
PC90 > -0.7716748
PC94 <= 0.9560409
-> class 2\|2 [0.985]
Rule 38/268: (64.4, lift 11.3)
PC2 <= 2.5099
PC6 <= -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC10 > 1.006123
PC15 > -1.623177
PC33 > -0.5563135
PC33 <= 0.2940307
-> class 2\|2 [0.985]
Rule 38/269: (69.8/0.2, lift 11.3)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 2.359055
PC12 <= -3.163575
PC32 <= 1.071236
PC44 <= 0.4764253
-> class 2\|2 [0.984]
Rule 38/270: (55.5/0.1, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC15 > -1.623177
PC55 > 0.3253843
PC68 > -0.5654163
PC74 <= 0.256224
-> class 2\|2 [0.981]
Rule 38/271: (44.9, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4338923
PC8 <= 2.359055
PC32 <= 1.071236
PC40 <= -1.571625
PC42 > -1.113485
PC59 > -0.6592996
PC68 <= 1.819873
-> class 2\|2 [0.979]
Rule 38/272: (43.8, lift 11.3)
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC14 > -3.562955
PC29 <= 0.3448451
PC35 <= 1.432605
PC57 > -0.4832255
PC68 > -0.5654163
PC92 > 0.9214229
-> class 2\|2 [0.978]
Rule 38/273: (67/0.8, lift 11.2)
PC1 <= -0.430681
PC2 <= -1.866158
PC4 > -0.4338923
PC8 > -0.2273773
PC8 <= 2.359055
PC21 <= 2.055374
PC44 <= 0.4764253
PC59 > -0.6592996
PC74 <= 0.335292
PC75 <= -0.265833
PC78 > -0.2197374
PC94 <= 0.9560409
-> class 2\|2 [0.974]
Rule 38/274: (47.6/0.4, lift 11.2)
PC8 > -3.21639
PC8 <= -0.2273773
PC9 <= -2.194922
PC12 > 1.248207
PC15 > -1.623177
PC30 <= 0.1029848
PC35 <= 1.432605
PC68 > -0.5654163
-> class 2\|2 [0.972]
Rule 38/275: (67.3/1.4, lift 11.1)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC14 > -3.562955
PC25 <= 0.23417
PC57 <= -0.4832255
PC68 > -0.5654163
PC90 > -0.7167834
-> class 2\|2 [0.966]
Rule 38/276: (119.7/3.9, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC33 > -0.5563135
PC43 <= -0.620347
PC45 <= 0.2982394
PC68 <= -0.5654163
PC81 <= 0.6387936
-> class 2\|2 [0.960]
Rule 38/277: (21.9, lift 11.0)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC38 <= 0.66856
PC44 <= 0.4764253
PC59 > -0.6592996
PC65 > 0.5269582
PC74 <= 0.335292
PC89 > -0.202921
-> class 2\|2 [0.958]
Rule 38/278: (229.5/9.5, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4324302
PC6 <= -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC11 > -2.245336
PC14 > -3.562955
PC30 > 0.1029848
PC33 > -0.5563135
PC33 <= 0.2940307
PC56 > -1.080625
PC62 > -1.63949
PC68 > -0.5654163
PC100 > -0.955751
-> class 2\|2 [0.955]
Rule 38/279: (56.8/1.7, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC29 > -0.1187034
PC35 > -0.5510029
PC38 <= 0.66856
PC44 <= 0.4764253
PC56 <= 0.6592054
PC59 > -0.6592996
PC78 > 0.456236
PC89 > -0.202921
-> class 2\|2 [0.954]
Rule 38/280: (19.9, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2273773
PC28 > -0.2656237
PC45 > 0.2982394
PC68 <= -0.5654163
PC75 > 0.4335233
-> class 2\|2 [0.954]
Rule 38/281: (42.7/1.1, lift 11.0)
PC1 <= -1.488479
PC6 <= -0.2201574
PC8 > -1.682772
PC8 <= -0.2273773
PC9 > -2.194922
PC14 > -3.562955
PC15 > -1.623177
PC30 <= 0.1029848
PC68 > -0.5654163
PC88 > -0.3269562
PC97 > -0.1263157
-> class 2\|2 [0.953]
Rule 38/282: (18, lift 10.9)
PC1 <= -0.430681
PC2 > -1.866158
PC8 > -0.2273773
PC11 <= -2.039414
PC21 <= 2.055374
-> class 2\|2 [0.948]
Rule 38/283: (25.8/0.5, lift 10.9)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC12 > -2.779273
PC29 <= -0.1187034
PC32 <= 1.071236
PC74 <= 0.335292
PC78 > -0.1079038
-> class 2\|2 [0.947]
Rule 38/284: (21.2/0.3, lift 10.9)
PC2 <= 2.5099
PC6 <= -0.2201574
PC8 > -3.21639
PC28 > -0.2656237
PC33 > -0.5563135
PC33 <= 0.2940307
PC55 <= 1.002183
PC88 > 0.759923
-> class 2\|2 [0.945]
Rule 38/285: (39.4/1.3, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 2.359055
PC21 <= 2.055374
PC44 <= 0.4764253
PC59 > -0.6592996
PC90 <= -0.7716748
-> class 2\|2 [0.943]
Rule 38/286: (306/17.3, lift 10.8)
PC1 <= -0.430681
PC4 > -0.3660693
PC8 > -3.21639
PC8 <= -0.2273773
PC10 > -0.002582849
PC13 > -0.840726
PC45 <= 0.2982394
PC48 > -6.420553
PC60 <= 0.3793457
PC68 <= -0.5654163
PC81 <= 0.6387936
PC87 > -1.493398
-> class 2\|2 [0.941]
Rule 38/287: (14.5, lift 10.8)
PC1 > -0.430681
PC1 <= 9.336863
PC2 <= 2.5099
PC3 <= 0.09497605
PC8 > -4.367485
PC12 <= 2.702868
PC20 <= 0.2786741
PC41 <= 0.4290316
PC98 > 0.322187
-> class 2\|2 [0.939]
Rule 38/288: (38.6/2.1, lift 10.6)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC32 <= 1.071236
PC44 <= 0.4764253
PC56 <= 0.6592054
PC74 <= 0.335292
PC75 > -0.265833
PC78 > -0.1079038
PC89 > -0.202921
PC93 <= -0.2961095
-> class 2\|2 [0.924]
Rule 38/289: (79.6/5.3, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -1.482586
PC8 <= -0.2273773
PC68 > -0.5654163
PC68 <= 0.1608086
PC74 <= 0.256224
PC97 <= 0.02379148
-> class 2\|2 [0.923]
Rule 38/290: (9.9, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.2201574
PC8 > -3.21639
PC28 > -0.144028
PC57 > -0.4832255
PC65 <= -1.51268
PC68 > -0.5654163
-> class 2\|2 [0.916]
Rule 38/291: (90/6.8, lift 10.5)
PC1 <= -0.430681
PC2 <= -1.866158
PC8 > -0.2273773
PC8 <= 2.359055
PC21 <= 2.055374
PC22 <= -1.591802
PC44 <= 0.4764253
PC78 > -0.2197374
-> class 2\|2 [0.915]
Rule 38/292: (8, lift 10.3)
PC14 > -3.562955
PC33 > 0.2940307
PC67 > 3.357741
-> class 2\|2 [0.895]
Rule 38/293: (18.1/1.7, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 <= -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC13 <= 0.2550174
PC30 <= 0.1029848
PC33 <= 0.2940307
PC55 <= 1.002183
PC68 > -0.5654163
PC68 <= -0.3957558
-> class 2\|2 [0.864]
Rule 38/294: (18/2.5, lift 9.5)
PC1 <= -0.430681
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC15 > -1.623177
PC33 > -0.5563135
PC44 <= -0.6137733
PC55 <= 1.002183
PC65 > -1.51268
PC74 > 0.256224
-> class 2\|2 [0.826]
Rule 38/295: (57.8/10.5, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4338923
PC8 > -0.2273773
PC8 <= 2.359055
PC21 <= 2.055374
PC32 <= 1.071236
PC43 <= -0.4378694
PC59 > -0.6592996
PC74 > 0.3934355
PC90 <= 0.7013856
PC94 <= 0.9560409
PC97 <= 1.326732
-> class 2\|2 [0.808]
Rule 38/296: (17.5/4.1, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2273773
PC24 > 0.7800624
PC44 > 0.4764253
PC97 <= 1.326732
-> class 2\|2 [0.736]
Rule 38/297: (31.7/8.1, lift 8.4)
PC1 > -0.2019541
PC1 <= 9.336863
PC3 <= 0.09497605
PC8 > -4.367485
PC9 <= 0.2364534
PC19 > -2.176694
PC41 > 0.4290316
PC44 <= 0.800207
-> class 2\|2 [0.729]
Rule 38/298: (101.7/29.3, lift 8.1)
PC1 <= -0.430681
PC2 > -8.975098
PC2 <= 2.5099
PC4 <= 0.04987404
PC8 > -3.21639
PC8 <= -0.2273773
PC14 > -3.562955
PC28 > -0.2656237
PC33 <= -0.5563135
-> class 2\|2 [0.708]
Rule 38/299: (100.8/0.4, lift 8.6)
PC2 <= 2.5099
PC8 <= -3.21639
PC45 > 0.1540567
PC85 <= 0.4885428
-> class 2\|3 [0.986]
Rule 38/300: (62.6, lift 8.6)
PC1 <= -0.430681
PC8 <= -3.21639
PC51 <= 0.766556
PC81 > 0.3097948
PC85 > 0.4885428
-> class 2\|3 [0.984]
Rule 38/301: (151.7/8.1, lift 8.2)
PC1 > -0.430681
PC2 <= 2.5099
PC8 <= -4.367485
PC50 > -0.5425506
PC65 <= 1.051629
PC89 > -0.04907971
-> class 2\|3 [0.941]
Rule 38/302: (14.8, lift 8.2)
PC8 <= -0.2273773
PC33 > -0.5563135
PC36 > -0.7236297
PC48 <= -6.420553
PC68 <= -0.5654163
-> class 2\|3 [0.940]
Rule 38/303: (126.8/9.7, lift 8.0)
PC2 <= 2.5099
PC4 > -0.3660693
PC8 <= -0.2273773
PC13 <= -0.840726
PC48 > -6.420553
PC60 <= 0.3793457
-> class 2\|3 [0.917]
Rule 38/304: (74.5/6.4, lift 7.9)
PC1 > -0.2019541
PC1 <= 9.336863
PC3 <= 0.09497605
PC8 > -4.367485
PC9 <= 0.2364534
PC19 > -2.176694
PC20 <= 0.2786741
PC41 <= 0.4290316
PC44 <= 0.800207
PC67 > -0.4050675
PC71 > -1.398771
PC98 <= 0.322187
-> class 2\|3 [0.903]
Rule 38/305: (65/5.9, lift 7.8)
PC1 > -0.2019541
PC8 <= -4.367485
PC50 > -0.5425506
PC99 <= 0.09789883
-> class 2\|3 [0.897]
Rule 38/306: (7291.4/5239.2, lift 2.4)
PC1 <= -0.430681
PC2 <= 2.5099
-> class 2\|3 [0.282]
Rule 38/307: (629.7/4.7, lift 15.8)
PC1 <= -0.430681
PC8 <= -3.21639
PC28 > 0.04320206
PC46 <= 0.413817
-> class 2\|4 [0.991]
Rule 38/308: (45.7, lift 15.6)
PC1 > -0.430681
PC8 <= -4.367485
PC89 <= -0.04907971
PC99 > 0.09789883
-> class 2\|4 [0.979]
Rule 38/309: (237.1/5.3, lift 15.5)
PC8 <= -3.21639
PC25 <= 0.29941
PC35 <= 1.959094
PC43 > -0.4429968
PC46 <= 0.413817
PC81 > -0.5749007
PC81 <= 0.3097948
PC85 > 0.4885428
-> class 2\|4 [0.973]
Rule 38/310: (27.3, lift 15.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC29 > 0.3448451
PC36 > -0.7236297
PC49 <= 0.1407136
-> class 2\|4 [0.966]
Rule 38/311: (105.3/4.9, lift 15.1)
PC2 <= 2.5099
PC8 <= -3.21639
PC12 > -0.5272765
PC45 <= 0.1540567
PC46 <= 0.413817
PC47 <= -0.4151716
PC56 > -1.286535
PC85 > -0.4751406
-> class 2\|4 [0.945]
Rule 38/312: (20.7/0.3, lift 15.0)
PC1 <= -0.430681
PC8 <= -3.21639
PC39 <= -0.9496649
PC56 > -1.286535
PC85 > -0.4751406
PC85 <= 0.4885428
-> class 2\|4 [0.941]
Rule 38/313: (14.2, lift 14.9)
PC1 <= -0.430681
PC8 <= -3.21639
PC51 > 0.766556
-> class 2\|4 [0.938]
Rule 38/314: (10.6, lift 14.7)
PC1 > -0.430681
PC8 <= -4.367485
PC50 > -0.5425506
PC65 > 1.051629
-> class 2\|4 [0.921]
Rule 38/315: (10.4, lift 14.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC33 > -0.5563135
PC36 > -0.7236297
PC55 > 1.002183
PC57 > -0.4832255
PC68 > -0.5654163
-> class 2\|4 [0.918]
Rule 38/316: (39.7/2.5, lift 14.6)
PC1 <= -0.430681
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC15 > -1.623177
PC17 > -0.3582913
PC44 > -0.6137733
PC68 > -0.5654163
PC74 > 0.256224
PC96 <= 0.06888171
-> class 2\|4 [0.916]
Rule 38/317: (53.2/4, lift 14.5)
PC8 <= -3.21639
PC9 > 4.022722
PC46 <= 0.413817
PC85 > -0.4751406
PC85 <= 0.4885428
-> class 2\|4 [0.910]
Rule 38/318: (17.9/0.8, lift 14.5)
PC2 <= 2.5099
PC8 <= -3.21639
PC29 <= -0.1389677
PC46 <= 0.413817
PC47 > -0.4151716
PC85 > 0.126707
PC85 <= 0.4885428
-> class 2\|4 [0.908]
Rule 38/319: (14.4/0.6, lift 14.4)
PC1 <= -0.430681
PC8 <= -3.21639
PC9 <= 4.022722
PC38 <= -0.4013741
PC40 <= -0.3668536
PC56 > -1.286535
PC85 > -0.4751406
-> class 2\|4 [0.905]
Rule 38/320: (10.1/0.2, lift 14.4)
PC1 <= -0.430681
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC17 <= -0.3582913
PC33 > -0.5563135
PC41 <= -1.069008
PC68 > -0.5654163
PC74 > 0.256224
-> class 2\|4 [0.904]
Rule 38/321: (31.5/2.3, lift 14.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC15 <= -1.623177
PC55 <= -0.4761177
PC68 > -0.5654163
-> class 2\|4 [0.901]
Rule 38/322: (6, lift 13.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.2273773
PC15 <= -1.623177
PC68 > -0.5654163
PC74 > 0.7342792
-> class 2\|4 [0.875]
Rule 38/323: (5.3, lift 13.7)
PC1 <= -0.430681
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC44 > -0.6137733
PC74 > 0.256224
PC77 > 0.9935921
-> class 2\|4 [0.862]
Rule 38/324: (6.2/0.2, lift 13.7)
PC1 <= -0.430681
PC2 <= -5.971155
PC8 <= -3.21639
PC46 <= 0.413817
PC85 > 0.126707
PC85 <= 0.4885428
-> class 2\|4 [0.859]
Rule 38/325: (19.8/3.1, lift 12.9)
PC2 <= 2.5099
PC8 <= -3.21639
PC56 <= -1.286535
PC85 <= 0.4885428
-> class 2\|4 [0.811]
Rule 38/326: (16.8/3.5, lift 12.1)
PC1 <= -0.430681
PC6 > -0.2201574
PC8 > -3.21639
PC8 <= -0.2273773
PC28 > -0.2656237
PC28 <= -0.144028
PC68 > -0.5654163
-> class 2\|4 [0.761]
Rule 38/327: (18/3.8, lift 12.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC15 <= -1.623177
PC28 > -0.2656237
PC55 > -0.4761177
PC63 <= -0.427524
PC68 > -0.5654163
-> class 2\|4 [0.759]
Rule 38/328: (10.9/2.4, lift 11.7)
PC1 <= -0.430681
PC8 <= -3.21639
PC32 > 3.756586
PC46 <= 0.413817
PC85 <= 0.4885428
-> class 2\|4 [0.736]
Rule 38/329: (15.2/3.8, lift 11.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.09497605
PC19 > -2.176694
PC44 <= 0.800207
PC67 <= -0.4050675
-> class 2\|4 [0.719]
Rule 38/330: (37.3/16, lift 9.0)
PC2 <= 2.5099
PC40 > 4.084046
-> class 2\|4 [0.566]
Default class: 0\|2
----- Trial 39: -----
Rules:
Rule 39/1: (104.1, lift 16.7)
PC6 > 0.2213162
PC18 > 1.033548
PC19 <= 0.2185672
PC30 <= 1.969711
-> class 0\|0 [0.991]
Rule 39/2: (71.5/0.3, lift 16.6)
PC7 > -0.9678689
PC18 > 2.707435
PC27 > -1.915255
PC35 <= 0.5582652
PC62 <= 0.2049636
PC81 <= 1.274873
PC89 <= 0.4144618
PC100 <= -0.492492
-> class 0\|0 [0.982]
Rule 39/3: (34.7, lift 16.4)
PC4 <= 8.368616
PC18 > 1.033548
PC18 <= 2.707435
PC23 <= -0.5893824
PC29 > 1.515074
PC35 <= 0.5582652
-> class 0\|0 [0.973]
Rule 39/4: (32.2, lift 16.4)
PC4 <= 8.368616
PC14 <= -0.827648
PC18 > 1.033548
PC19 <= 0.2185672
PC69 > -3.288065
-> class 0\|0 [0.971]
Rule 39/5: (26/0.1, lift 16.2)
PC2 > 2.55875
PC13 <= 7.236558
PC18 > 1.033548
PC18 <= 2.707435
PC23 <= -0.5893824
PC56 <= -0.8495898
PC61 > -1.062824
PC69 > -3.288065
PC81 <= 1.274873
-> class 0\|0 [0.960]
Rule 39/6: (108.8/4.4, lift 16.0)
PC2 > 2.55875
PC3 > -1.208665
PC6 <= 0.2213162
PC12 > 0.2625651
PC18 > 1.033548
PC18 <= 2.707435
PC31 > -0.240381
-> class 0\|0 [0.951]
Rule 39/7: (23.9/0.6, lift 15.8)
PC2 > 2.55875
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.033548
PC46 <= 2.019221
PC69 > -3.288065
PC100 > 1.747174
-> class 0\|0 [0.938]
Rule 39/8: (11.2, lift 15.6)
PC13 > 7.236558
PC18 > 3.718587
PC31 > 0.1783828
-> class 0\|0 [0.924]
Rule 39/9: (10.6, lift 15.5)
PC2 > 2.55875
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.033548
PC41 > 0.1165162
PC51 <= -0.2713818
-> class 0\|0 [0.921]
Rule 39/10: (8.1, lift 15.2)
PC3 <= -1.208665
PC13 <= 7.236558
PC18 > 1.033548
PC18 <= 2.707435
PC43 <= -2.217216
-> class 0\|0 [0.901]
Rule 39/11: (6, lift 14.8)
PC2 <= 9.003013
PC13 > 7.236558
PC18 > 3.718587
PC59 > 2.532087
-> class 0\|0 [0.876]
Rule 39/12: (31.3/6.3, lift 13.2)
PC3 <= -1.208665
PC4 <= 8.368616
PC13 <= 7.236558
PC18 > 1.033548
PC18 <= 2.707435
PC19 <= 0.2185672
PC61 <= -1.062824
PC92 > -6.173739
-> class 0\|0 [0.780]
Rule 39/13: (200.5/45, lift 13.0)
PC2 > 2.55875
PC3 <= 1.640775
PC6 > 0.1679205
PC13 <= 1.698335
PC18 > -0.4683644
-> class 0\|0 [0.773]
Rule 39/14: (1064.5/391.9, lift 10.7)
PC4 <= 8.368616
PC13 <= 7.236558
PC18 > 2.707435
PC35 <= 0.5582652
PC69 > -3.288065
PC81 <= 1.274873
-> class 0\|0 [0.632]
Rule 39/15: (96, lift 11.5)
PC2 > 2.55875
PC3 > -1.953879
PC3 <= 1.640775
PC15 > -0.1307071
PC18 > -1.127962
PC18 <= -0.4683644
PC28 <= -0.05898223
PC71 > -0.2212243
-> class 0\|1 [0.990]
Rule 39/16: (89.9, lift 11.5)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.9678689
PC19 <= 0.2185672
PC40 > -2.650354
PC41 <= 0.2375535
PC64 > -0.3634516
-> class 0\|1 [0.989]
Rule 39/17: (79.2, lift 11.5)
PC2 > 2.55875
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC35 > 0.5582652
PC46 <= 2.019221
-> class 0\|1 [0.988]
Rule 39/18: (69.2, lift 11.5)
PC3 <= 1.640775
PC6 <= 0.2213162
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC27 <= 1.920795
PC56 > 0.6893635
PC62 <= 0.2049636
PC81 <= 1.274873
PC100 > -0.492492
-> class 0\|1 [0.986]
Rule 39/19: (69, lift 11.5)
PC2 <= 9.003013
PC13 > 7.236558
PC18 > 3.718587
PC20 > -3.980935
PC31 <= 0.1783828
PC59 <= 2.532087
-> class 0\|1 [0.986]
Rule 39/20: (127.4/1.1, lift 11.4)
PC2 > 2.55875
PC3 <= 1.640775
PC6 <= 0.1679205
PC13 > -4.022252
PC13 <= 1.698335
PC15 > -1.498675
PC18 > -0.4683644
PC18 <= 1.033548
PC32 > 0.1454827
-> class 0\|1 [0.984]
Rule 39/21: (57.2, lift 11.4)
PC2 > 2.55875
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.033548
PC40 > 2.2481
PC46 <= 2.019221
PC69 > -3.288065
PC92 > -6.173739
-> class 0\|1 [0.983]
Rule 39/22: (46, lift 11.4)
PC3 <= 1.640775
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC21 > -0.9078286
PC21 <= 0.4791392
PC62 <= 0.2049636
PC80 > 0.5679721
PC81 <= 1.274873
PC100 > -0.492492
-> class 0\|1 [0.979]
Rule 39/23: (65.6/0.6, lift 11.4)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7458541
PC17 > -2.02743
PC18 <= -0.4683644
PC99 > -0.05028043
-> class 0\|1 [0.976]
Rule 39/24: (39.7, lift 11.4)
PC2 > 2.55875
PC3 <= 1.640775
PC8 > 0.08950938
PC18 > -0.4683644
PC18 <= 1.033548
PC41 <= 0.1165162
PC44 > -0.02044405
-> class 0\|1 [0.976]
Rule 39/25: (39.8, lift 11.4)
PC2 > 2.55875
PC3 <= 1.640775
PC6 <= 0.1679205
PC12 > 0.4844547
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.033548
-> class 0\|1 [0.976]
Rule 39/26: (40.4, lift 11.4)
PC4 <= 8.368616
PC18 > 1.033548
PC40 > -2.650354
PC54 > 1.120118
PC62 <= 0.2049636
PC92 > -6.173739
PC97 > -0.06730685
PC100 > -0.492492
-> class 0\|1 [0.976]
Rule 39/27: (37.8, lift 11.3)
PC4 <= 8.368616
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC21 <= -0.9078286
PC62 <= 0.2049636
PC100 > -0.492492
-> class 0\|1 [0.975]
Rule 39/28: (34.6, lift 11.3)
PC13 <= 7.236558
PC15 > -1.498675
PC18 > -0.4683644
PC18 <= 1.033548
PC20 > 3.394121
PC92 > -6.173739
-> class 0\|1 [0.973]
Rule 39/29: (39.3/0.2, lift 11.3)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.4683644
PC20 > -3.440173
PC55 > 0.6502167
PC91 > -7.263493
-> class 0\|1 [0.972]
Rule 39/30: (32.5, lift 11.3)
PC2 > 2.55875
PC4 <= 8.368616
PC5 > -0.7656811
PC13 <= 7.236558
PC18 > 2.707435
PC41 > 0.2375535
-> class 0\|1 [0.971]
Rule 39/31: (34.1, lift 11.3)
PC2 > 2.55875
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC22 <= -0.4824589
PC62 <= 0.2049636
PC97 <= -0.06730685
-> class 0\|1 [0.970]
Rule 39/32: (108.7/2.4, lift 11.3)
PC4 > 8.368616
PC18 > 1.033548
PC19 <= 0.2185672
PC25 > -0.7420362
PC37 > -2.639601
PC69 > -3.288065
PC100 <= 2.140566
-> class 0\|1 [0.970]
Rule 39/33: (59.1/0.9, lift 11.3)
PC14 > -0.827648
PC18 > 2.707435
PC27 <= -1.915255
PC35 <= 0.5582652
PC40 > -2.650354
-> class 0\|1 [0.969]
Rule 39/34: (30.4, lift 11.3)
PC4 <= 8.368616
PC14 > -0.827648
PC14 <= -0.4685762
PC18 > 1.033548
PC62 <= 0.2049636
PC89 <= 0.4144618
PC100 > -0.492492
-> class 0\|1 [0.969]
Rule 39/35: (30.1, lift 11.3)
PC4 <= 8.368616
PC6 <= 0.2213162
PC13 <= 7.236558
PC18 > 1.033548
PC43 > -1.399074
PC66 > -0.00923972
PC80 <= 0.5679721
PC81 > 0.7577374
PC97 <= -0.06730685
PC100 > -0.492492
-> class 0\|1 [0.969]
Rule 39/36: (60.5/1.1, lift 11.2)
PC18 > 2.707435
PC26 > -0.008875825
PC43 > -1.399074
PC62 > 0.1617735
PC62 <= 0.2049636
-> class 0\|1 [0.966]
Rule 39/37: (54.3/1, lift 11.2)
PC2 > 2.55875
PC3 <= 1.640775
PC12 <= 0.4844547
PC18 > -0.4683644
PC32 <= 0.1454827
PC44 > -0.02044405
PC46 > 0.4662138
PC46 <= 2.019221
-> class 0\|1 [0.964]
Rule 39/38: (24.3, lift 11.2)
PC2 > 2.55875
PC3 > -1.208665
PC3 <= 1.640775
PC6 <= 0.2213162
PC12 <= 0.2625651
PC14 > -0.827648
PC18 > 1.033548
-> class 0\|1 [0.962]
Rule 39/39: (166.4/5.7, lift 11.2)
PC3 <= -1.208665
PC4 <= 8.368616
PC13 <= 7.236558
PC18 > 1.033548
PC18 <= 2.707435
PC20 > 0.2781305
PC21 <= 0.4791392
PC29 <= 1.515074
PC56 > -0.8495898
PC69 > -3.288065
PC81 <= 1.274873
-> class 0\|1 [0.960]
Rule 39/40: (23.1, lift 11.2)
PC2 > 2.55875
PC3 > -1.208665
PC3 <= 1.640775
PC6 <= 0.2213162
PC18 > -0.4683644
PC18 <= 2.707435
PC31 <= -0.240381
-> class 0\|1 [0.960]
Rule 39/41: (83.3/2.4, lift 11.2)
PC4 <= 8.368616
PC6 <= 0.2213162
PC14 > -0.4685762
PC18 > 2.707435
PC21 <= 0.4791392
PC27 > -1.144709
PC43 > -1.399074
PC46 > 0.1236041
PC97 > -0.06730685
PC100 > -0.492492
-> class 0\|1 [0.960]
Rule 39/42: (443.3/17.8, lift 11.1)
PC3 <= -1.208665
PC4 <= 8.368616
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC18 <= 2.707435
PC21 <= 0.4791392
PC23 > -0.5893824
PC40 > -2.650354
PC43 > -2.217216
PC61 > -1.062824
PC69 > -3.288065
PC81 <= 1.274873
-> class 0\|1 [0.958]
Rule 39/43: (27.4/0.3, lift 11.1)
PC5 > -0.6956649
PC5 <= -0.6442999
PC6 <= 0.1679205
PC18 > -0.4683644
PC19 > -0.1806272
PC20 <= 3.394121
PC39 <= 0.624705
PC44 > -0.02044405
PC100 <= 1.747174
-> class 0\|1 [0.957]
Rule 39/44: (23/0.3, lift 11.0)
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC27 > -1.915255
PC40 > -2.650354
PC54 <= -1.849641
PC81 <= 1.274873
-> class 0\|1 [0.946]
Rule 39/45: (15.6, lift 11.0)
PC2 > 2.55875
PC3 <= 1.640775
PC5 <= -0.6956649
PC18 > -0.4683644
PC18 <= 1.033548
PC41 <= 0.1165162
-> class 0\|1 [0.943]
Rule 39/46: (146.6/7.6, lift 11.0)
PC2 > 2.55875
PC3 <= 1.640775
PC6 <= 0.1679205
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.033548
PC41 > 0.1165162
PC51 > -0.2713818
PC69 > -3.288065
PC94 > -1.072472
PC100 <= 1.747174
-> class 0\|1 [0.942]
Rule 39/47: (53/2.2, lift 10.9)
PC4 <= -9.785807
PC18 > -0.4683644
-> class 0\|1 [0.941]
Rule 39/48: (29.8/1, lift 10.9)
PC2 > 2.55875
PC6 <= 0.2213162
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC27 <= 1.920795
PC62 <= 0.2049636
PC66 > 0.9505836
PC100 > -0.492492
-> class 0\|1 [0.938]
Rule 39/49: (13.8, lift 10.9)
PC2 > 2.55875
PC4 <= 8.368616
PC13 <= 7.236558
PC18 > -0.4683644
PC19 <= 0.2185672
PC41 <= 0.2375535
PC46 <= 0.1236041
PC62 <= 0.2049636
PC71 <= -0.6377797
PC100 > -0.492492
-> class 0\|1 [0.937]
Rule 39/50: (38.2/1.9, lift 10.8)
PC2 > 2.55875
PC6 <= 0.2213162
PC18 > 1.033548
PC25 > 1.063675
PC27 <= 1.920795
PC35 <= 0.5582652
PC40 > -2.650354
PC41 <= 0.2375535
-> class 0\|1 [0.928]
Rule 39/51: (75.3/4.7, lift 10.8)
PC2 > 2.55875
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 1.033548
PC22 > -0.4824589
PC41 > -0.01637976
PC62 > -0.3858307
PC62 <= 0.1617735
PC66 > -0.00923972
PC97 <= -0.06730685
PC100 > -0.492492
-> class 0\|1 [0.927]
Rule 39/52: (28.9/2, lift 10.5)
PC4 <= 8.368616
PC5 > -0.7656811
PC6 <= 0.2213162
PC18 > 1.033548
PC21 <= 0.4791392
PC43 > -1.399074
PC54 > -1.849641
PC66 > -0.00923972
PC66 <= 0.9505836
PC78 > 0.157431
PC97 <= -0.06730685
PC100 > -0.492492
-> class 0\|1 [0.903]
Rule 39/53: (6.7, lift 10.3)
PC4 <= 8.368616
PC13 <= 7.236558
PC18 > 1.033548
PC24 > 3.740935
PC100 > -0.492492
-> class 0\|1 [0.885]
Rule 39/54: (75/8.5, lift 10.2)
PC13 <= 7.236558
PC14 > -0.827648
PC18 > 2.707435
PC21 <= 0.4791392
PC43 > -1.399074
PC62 <= 0.2049636
PC89 > 0.4144618
-> class 0\|1 [0.876]
Rule 39/55: (12.3/1, lift 10.0)
PC2 > 2.55875
PC3 <= 1.640775
PC4 > -9.785807
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.033548
PC19 <= -0.1806272
PC44 > -0.02044405
-> class 0\|1 [0.858]
Rule 39/56: (9.7/0.8, lift 9.8)
PC2 > 2.55875
PC6 > 0.2213162
PC21 <= 0.4791392
PC30 > 1.969711
-> class 0\|1 [0.842]
Rule 39/57: (49.8/16.7, lift 7.7)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -0.4683644
PC26 > -0.02727594
PC54 <= 3.096431
PC77 > 1.167778
-> class 0\|1 [0.659]
Rule 39/58: (67.1, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC18 <= -0.4683644
PC28 > -2.017513
PC31 <= 0.01790563
PC34 > -3.065506
PC52 <= 3.238657
PC54 <= 3.096431
PC55 <= 0.6039479
PC61 > 0.7707137
PC90 > -2.915368
PC99 > -2.727979
-> class 0\|2 [0.986]
Rule 39/59: (55.4, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC12 <= 0.09670471
PC18 > -0.4683644
PC21 > 0.4791392
PC47 <= 0.8708948
PC81 <= 1.274873
-> class 0\|2 [0.983]
Rule 39/60: (47.1, lift 10.6)
PC4 > 9.305666
PC18 <= -0.4683644
PC42 <= 2.542028
PC44 <= 1.414061
-> class 0\|2 [0.980]
Rule 39/61: (61.4/0.5, lift 10.5)
PC4 > 8.368616
PC18 > -0.4683644
PC25 <= -0.7420362
PC92 > -6.173739
-> class 0\|2 [0.977]
Rule 39/62: (91.9/1.5, lift 10.5)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > 0.6589274
PC18 <= -0.4683644
PC31 <= 0.01790563
PC34 > -3.065506
PC54 > -0.7495726
PC77 <= 1.167778
PC99 > -2.727979
-> class 0\|2 [0.974]
Rule 39/63: (32.2, lift 10.5)
PC7 > -0.7458541
PC18 <= -1.127962
PC30 > 2.28846
PC42 <= 2.542028
PC54 <= 3.096431
PC89 > -1.248295
-> class 0\|2 [0.971]
Rule 39/64: (26.7, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7458541
PC18 > -1.127962
PC18 <= -0.4683644
PC54 <= 3.096431
PC94 > 0.7196205
-> class 0\|2 [0.965]
Rule 39/65: (28.2/0.2, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC18 > -0.4683644
PC19 > 0.2185672
-> class 0\|2 [0.962]
Rule 39/66: (23.4, lift 10.4)
PC2 > 2.55875
PC3 > -1.953879
PC3 <= 1.640775
PC7 > -0.7458541
PC18 > -1.127962
PC18 <= -0.4683644
PC28 > -0.05898223
PC75 <= 0.3324234
-> class 0\|2 [0.961]
Rule 39/67: (44/1.5, lift 10.2)
PC18 <= -0.4683644
PC54 <= 3.096431
PC63 <= 3.273162
PC66 > -4.692316
PC93 <= -3.519292
PC99 > -2.727979
-> class 0\|2 [0.946]
Rule 39/68: (19.3/0.4, lift 10.1)
PC7 > -0.7458541
PC18 <= -0.4683644
PC54 <= 3.096431
PC66 <= -4.692316
PC77 <= 1.167778
-> class 0\|2 [0.933]
Rule 39/69: (12.5, lift 10.0)
PC13 > 7.236558
PC18 > 3.718587
PC20 <= -3.980935
-> class 0\|2 [0.931]
Rule 39/70: (105.3/6.8, lift 10.0)
PC13 > 7.236558
PC18 > -0.4683644
PC18 <= 3.718587
PC31 <= 0.02654657
PC38 > -4.760805
PC98 <= 3.160594
-> class 0\|2 [0.928]
Rule 39/71: (10.2, lift 9.9)
PC10 <= -2.519742
PC18 <= -1.783027
PC20 > -2.873274
PC31 > 0.01790563
PC45 <= 1.176643
PC64 > -0.5164298
-> class 0\|2 [0.918]
Rule 39/72: (15.2/0.8, lift 9.7)
PC2 > 2.55875
PC7 > -0.7458541
PC18 <= -0.4683644
PC31 > 0.01790563
PC45 <= 1.176643
PC54 <= 3.096431
PC79 > 1.496052
-> class 0\|2 [0.896]
Rule 39/73: (71.4/12.9, lift 8.7)
PC2 > 2.55875
PC3 <= 1.640775
PC10 > -2.985643
PC18 > -1.783027
PC18 <= -1.127962
PC31 > 0.01790563
PC74 > -0.1224555
PC77 <= 1.167778
PC89 > -1.248295
-> class 0\|2 [0.811]
Rule 39/74: (80.9/26.1, lift 7.3)
PC2 > 2.55875
PC3 <= 1.640775
PC18 > -0.4683644
PC40 <= -2.650354
PC86 > -1.451355
-> class 0\|2 [0.673]
Rule 39/75: (527.3/235.7, lift 6.0)
PC2 > 2.55875
PC3 <= 1.640775
PC6 <= 0.1679205
PC15 > -1.498675
PC18 > -0.4683644
PC18 <= 1.033548
PC40 > -2.650354
PC41 <= 0.1165162
PC46 <= 2.019221
PC100 <= 1.747174
-> class 0\|2 [0.553]
Rule 39/76: (7743.8/5893.8, lift 2.6)
PC2 > 2.55875
-> class 0\|2 [0.239]
Rule 39/77: (211.8/0.5, lift 10.8)
PC7 > -0.7458541
PC18 <= -0.4683644
PC20 <= -2.873274
PC31 > 0.01790563
PC45 <= 1.176643
PC64 > -0.5164298
PC89 > -1.248295
-> class 0\|3 [0.993]
Rule 39/78: (93.6, lift 10.7)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -1.127962
PC55 > 0.6039479
PC66 > -4.692316
-> class 0\|3 [0.990]
Rule 39/79: (107.4/0.3, lift 10.7)
PC2 > 2.55875
PC4 > -8.177876
PC4 <= 9.305666
PC6 > -0.8655804
PC7 <= 0.6589274
PC8 <= 0.0254767
PC18 <= -1.127962
PC28 > -2.017513
PC30 <= 2.28846
PC38 <= -0.3592786
PC63 > -0.9468313
PC65 <= 0.655746
PC77 <= 1.167778
-> class 0\|3 [0.988]
Rule 39/80: (76.8, lift 10.7)
PC17 <= -2.08313
PC31 > 0.01790563
PC45 > 1.176643
-> class 0\|3 [0.987]
Rule 39/81: (57.6, lift 10.7)
PC1 <= -0.5298792
PC4 > -8.177876
PC7 <= 0.6589274
PC18 <= -1.127962
PC38 > -0.3592786
PC63 > -0.9468313
PC66 > -4.692316
PC78 <= 0.9900733
PC83 <= 0.1113293
PC90 > 0.2396648
-> class 0\|3 [0.983]
Rule 39/82: (61.7, lift 10.6)
PC2 > 2.55875
PC18 <= -0.4683644
PC31 <= 0.01790563
PC42 > 2.542028
PC66 > -4.692316
PC90 > -2.915368
PC93 > -3.519292
-> class 0\|3 [0.983]
Rule 39/83: (108.6/0.9, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC18 <= -0.4683644
PC54 > 3.096431
-> class 0\|3 [0.983]
Rule 39/84: (72.9/0.4, lift 10.6)
PC3 <= 1.640775
PC4 > -8.177876
PC7 <= 0.6589274
PC18 <= -0.4683644
PC30 <= -3.829708
PC42 <= 2.542028
PC61 <= 0.7707137
PC66 > -4.692316
-> class 0\|3 [0.981]
Rule 39/85: (50.9, lift 10.6)
PC2 > 2.55875
PC6 > -0.8655804
PC18 <= -1.127962
PC31 <= 0.01790563
PC37 > -1.236859
PC39 <= -1.024565
-> class 0\|3 [0.981]
Rule 39/86: (72.6/0.5, lift 10.6)
PC2 > 2.55875
PC7 > -0.7458541
PC18 <= -1.127962
PC89 <= -1.248295
PC90 > -2.915368
PC93 > -3.519292
-> class 0\|3 [0.980]
Rule 39/87: (42.5, lift 10.6)
PC18 <= -1.127962
PC23 > 0.815154
PC31 > 0.01790563
PC45 > 1.176643
PC66 > -4.692316
PC93 > -3.519292
-> class 0\|3 [0.978]
Rule 39/88: (60.3/0.4, lift 10.6)
PC1 <= -0.5298792
PC2 > 2.55875
PC4 <= 9.305666
PC7 > -0.7458541
PC18 <= -1.127962
PC28 > -2.017513
PC34 > -3.065506
PC66 > -4.692316
PC90 > -2.915368
PC93 > -3.519292
PC99 > 1.334842
-> class 0\|3 [0.977]
Rule 39/89: (40, lift 10.6)
PC2 > 2.55875
PC4 > -8.177876
PC7 > -0.7458541
PC18 <= -0.4683644
PC44 > 1.414061
PC66 > -4.692316
PC93 > -3.519292
-> class 0\|3 [0.976]
Rule 39/90: (39.3, lift 10.6)
PC3 <= -1.953879
PC4 <= 7.582463
PC7 > -0.7458541
PC18 > -1.127962
PC18 <= -0.4683644
PC88 <= -1.657686
-> class 0\|3 [0.976]
Rule 39/91: (400.2/9.2, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7458541
PC10 > -2.519742
PC18 <= -1.783027
PC31 > 0.01790563
PC45 <= 1.176643
PC63 <= 1.405412
PC64 > -0.5164298
PC79 <= 1.496052
-> class 0\|3 [0.975]
Rule 39/92: (169.2/3.5, lift 10.6)
PC1 <= -0.5298792
PC2 > 2.55875
PC4 > -8.177876
PC6 > -0.8655804
PC7 <= 0.6589274
PC8 <= 0.0254767
PC17 <= -1.047688
PC28 > -2.017513
PC30 > -3.384513
PC31 <= 0.01790563
PC34 > -2.607624
PC37 > -1.236859
PC38 > -0.3013496
PC50 <= 1.005976
PC78 <= 0.9900733
PC84 <= 0.219704
PC90 <= 0.2396648
-> class 0\|3 [0.974]
Rule 39/93: (36.9, lift 10.6)
PC4 <= 9.305666
PC18 <= -1.127962
PC30 <= 2.28846
PC52 > 3.238657
PC66 > -4.692316
PC77 <= 1.167778
PC90 > -2.915368
-> class 0\|3 [0.974]
Rule 39/94: (48/0.4, lift 10.5)
PC1 <= -0.5298792
PC2 > 2.55875
PC4 > -8.177876
PC4 <= 9.305666
PC12 <= -0.710737
PC18 <= -1.127962
PC28 > -2.017513
PC31 <= 0.01790563
PC61 <= 0.7707137
PC66 > -4.692316
PC77 <= 1.167778
PC89 > -1.248295
PC90 > -2.915368
PC93 > -3.519292
-> class 0\|3 [0.973]
Rule 39/95: (58.9/0.6, lift 10.5)
PC2 > 2.55875
PC3 <= 1.640775
PC4 > -8.177876
PC4 <= 9.305666
PC7 > 0.6589274
PC18 <= -1.127962
PC54 <= -0.7495726
PC61 <= 0.7707137
PC90 > -2.915368
PC93 > -3.519292
-> class 0\|3 [0.973]
Rule 39/96: (33, lift 10.5)
PC1 <= -0.5298792
PC6 > -0.8655804
PC11 <= 0.04684849
PC18 <= -1.127962
PC31 <= 0.01790563
PC38 > -0.3013496
PC63 > -0.9468313
PC65 <= 0.655746
PC77 <= 1.167778
PC90 > 0.2396648
PC99 <= 1.334842
-> class 0\|3 [0.971]
Rule 39/97: (59.2/0.8, lift 10.5)
PC2 > 2.55875
PC18 <= -0.4683644
PC31 > 0.01790563
PC45 > 1.176643
PC85 <= 0.03187546
-> class 0\|3 [0.970]
Rule 39/98: (26.8, lift 10.5)
PC7 > -0.7458541
PC10 <= -2.985643
PC18 > -1.783027
PC18 <= -1.127962
PC31 > 0.01790563
PC45 <= 1.176643
PC95 > -0.2592004
-> class 0\|3 [0.965]
Rule 39/99: (25.3, lift 10.4)
PC7 <= -0.7458541
PC11 <= -0.07236598
PC18 <= -0.4683644
PC20 <= -3.440173
-> class 0\|3 [0.963]
Rule 39/100: (24.4, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC18 <= -0.4683644
PC66 > -4.692316
PC77 <= 1.167778
PC99 <= -2.727979
-> class 0\|3 [0.962]
Rule 39/101: (72.1/1.9, lift 10.4)
PC2 > 2.55875
PC3 <= -1.953879
PC4 <= 7.582463
PC18 > -1.127962
PC18 <= -0.4683644
PC22 <= 0.3512948
PC44 <= 0.3334477
PC94 <= 0.7196205
PC97 <= -0.114563
-> class 0\|3 [0.961]
Rule 39/102: (23.8, lift 10.4)
PC3 <= 1.640775
PC15 <= -0.4214977
PC18 > -0.4683644
PC19 <= 0.2185672
PC40 <= -2.650354
-> class 0\|3 [0.961]
Rule 39/103: (163.2/5.7, lift 10.4)
PC1 <= -0.5298792
PC4 > -8.177876
PC7 > -0.7458541
PC7 <= 0.6589274
PC18 <= -0.4683644
PC28 > -1.46517
PC30 <= 2.28846
PC31 <= 0.01790563
PC37 > -1.236859
PC61 <= 0.7707137
PC65 > 0.655746
PC65 <= 2.255934
PC78 <= 0.9900733
PC93 > -3.519292
-> class 0\|3 [0.960]
Rule 39/104: (240.2/8.9, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC18 <= -1.783027
PC31 > 0.01790563
PC45 <= 1.176643
PC63 <= 1.405412
PC79 <= 1.496052
PC100 <= -0.1228309
-> class 0\|3 [0.959]
Rule 39/105: (20.8, lift 10.4)
PC16 <= 0.3498257
PC18 <= -1.127962
PC31 > 0.01790563
PC45 > 1.176643
PC66 > -4.692316
PC93 > -3.519292
-> class 0\|3 [0.956]
Rule 39/106: (20.9, lift 10.4)
PC2 > 2.55875
PC4 <= 7.582463
PC7 > -0.7458541
PC18 > -1.127962
PC18 <= -0.4683644
PC53 > 2.164162
-> class 0\|3 [0.956]
Rule 39/107: (42.4/1.1, lift 10.3)
PC4 > -8.177876
PC6 > -0.8655804
PC8 <= 0.0254767
PC18 <= -0.4683644
PC37 > -1.236859
PC38 > -0.3013496
PC74 <= -0.7091099
PC90 > 0.2396648
-> class 0\|3 [0.953]
Rule 39/108: (18.6, lift 10.3)
PC2 > 2.55875
PC3 <= 1.640775
PC15 <= -1.498675
PC18 > -0.4683644
PC18 <= 1.033548
-> class 0\|3 [0.952]
Rule 39/109: (20.2/0.2, lift 10.3)
PC2 > 2.55875
PC3 <= 1.640775
PC4 > -8.177876
PC8 > 0.0254767
PC18 <= -1.127962
PC28 > -2.017513
PC61 <= 0.7707137
PC77 <= 1.167778
PC94 <= -0.07352357
-> class 0\|3 [0.946]
Rule 39/110: (53.6/2.5, lift 10.2)
PC7 > -0.7458541
PC18 > -1.783027
PC18 <= -1.127962
PC31 > 0.01790563
PC45 <= 1.176643
PC74 <= -0.1224555
PC77 <= 1.167778
PC95 > -0.2592004
PC99 > -2.727979
-> class 0\|3 [0.937]
Rule 39/111: (13.7, lift 10.1)
PC13 > 7.236558
PC18 > -0.4683644
PC38 <= -4.760805
-> class 0\|3 [0.936]
Rule 39/112: (40.2/1.9, lift 10.1)
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -0.4683644
PC26 <= -0.02727594
PC77 > 1.167778
-> class 0\|3 [0.932]
Rule 39/113: (80/5.4, lift 10.0)
PC18 <= -1.127962
PC31 > 0.01790563
PC45 > 1.176643
PC66 > -4.692316
PC82 <= -0.2429176
PC93 > -3.519292
-> class 0\|3 [0.922]
Rule 39/114: (7.7, lift 9.7)
PC2 > 2.55875
PC3 > -1.953879
PC3 <= 1.640775
PC18 > -1.127962
PC18 <= -0.4683644
PC75 > 0.3324234
-> class 0\|3 [0.897]
Rule 39/115: (25.5/2.5, lift 9.4)
PC2 > 2.55875
PC3 <= 1.640775
PC18 > -0.4683644
PC46 > 2.019221
-> class 0\|3 [0.871]
Rule 39/116: (37.8/5.5, lift 9.1)
PC7 <= -0.7458541
PC18 <= -0.4683644
PC20 <= -3.440173
PC71 <= 0.2637561
-> class 0\|3 [0.836]
Rule 39/117: (102.4/20.4, lift 8.6)
PC13 > 7.236558
PC18 <= 1.549302
PC31 > 0.02654657
PC38 > -4.760805
-> class 0\|3 [0.795]
Rule 39/118: (11.6/1.8, lift 8.6)
PC13 > 7.236558
PC98 > 3.160594
-> class 0\|3 [0.794]
Rule 39/119: (63.4/12.9, lift 8.5)
PC2 > 2.55875
PC92 <= -6.173739
-> class 0\|3 [0.787]
Rule 39/120: (4/0.3, lift 8.5)
PC4 <= -8.177876
PC18 <= -0.4683644
PC100 > 0.5751632
-> class 0\|3 [0.781]
Rule 39/121: (11.3/2.3, lift 8.1)
PC2 <= 2.55875
PC8 > -1.538053
PC10 <= -0.7764253
PC40 <= -0.6559039
-> class 0\|3 [0.751]
Rule 39/122: (113.4, lift 22.5)
PC1 > -0.430681
PC7 > -6.434374
PC10 > -0.7764253
PC10 <= 1.023987
PC16 <= -0.9735159
PC19 > 2.417467
PC38 > -0.4590582
PC91 > -0.4964139
-> class 1\|0 [0.991]
Rule 39/123: (86.1, lift 22.4)
PC1 > -0.430681
PC6 <= 6.910836
PC10 > -0.7764253
PC10 <= 1.023987
PC11 > 0.3750103
PC15 <= -3.567556
PC16 <= -0.9735159
-> class 1\|0 [0.989]
Rule 39/124: (75.4, lift 22.4)
PC1 > 13.49866
PC3 <= 0.6922847
PC10 > -0.7764253
PC16 > -0.9735159
PC19 > -0.3238951
PC98 <= 0.3294852
-> class 1\|0 [0.987]
Rule 39/125: (262.8/2.7, lift 22.4)
PC1 > -0.430681
PC2 <= 2.55875
PC6 > -2.075607
PC6 <= 6.910836
PC10 > -0.7764253
PC16 <= -0.9735159
PC19 > -0.5399519
PC44 > -1.972712
PC62 <= -0.2326303
-> class 1\|0 [0.986]
Rule 39/126: (108.9/0.6, lift 22.4)
PC1 > -0.430681
PC4 > -0.7642608
PC7 > -6.434374
PC10 <= 1.023987
PC11 <= 0.3750103
PC16 <= -1.699269
PC19 <= 2.408917
PC38 > -0.4590582
PC62 > -0.2326303
PC82 > -0.5320676
PC87 > -0.5465115
PC91 > -0.4964139
-> class 1\|0 [0.985]
Rule 39/127: (64.5, lift 22.4)
PC1 > -0.430681
PC2 <= 2.55875
PC11 <= 2.110574
PC16 <= -0.9735159
PC40 <= -1.353911
PC44 > -1.972712
PC82 > -0.5320676
-> class 1\|0 [0.985]
Rule 39/128: (63.6, lift 22.4)
PC2 > 2.55875
PC3 > 1.640775
PC44 > -0.1893252
PC46 > 0.9481961
-> class 1\|0 [0.985]
Rule 39/129: (40.3, lift 22.2)
PC2 > 2.55875
PC3 > 1.640775
PC46 > -0.6374976
PC62 <= -1.426871
-> class 1\|0 [0.976]
Rule 39/130: (66.4/1.4, lift 21.9)
PC3 > 1.640775
PC8 > -3.622398
PC16 <= -0.8879908
PC44 <= -0.1893252
PC46 > -0.6374976
PC65 > -0.1389549
-> class 1\|0 [0.965]
Rule 39/131: (25.4, lift 21.9)
PC3 > 1.640775
PC16 <= -0.8879908
PC24 > 2.916996
PC46 > -0.6374976
PC65 > -0.1389549
-> class 1\|0 [0.963]
Rule 39/132: (15.8, lift 21.4)
PC2 > 2.55875
PC3 > 1.640775
PC8 > -3.622398
PC16 <= -0.8879908
PC36 > 0.5222617
PC65 <= 0.4179204
PC90 <= 0.01373559
-> class 1\|0 [0.944]
Rule 39/133: (52.4/2.1, lift 21.4)
PC2 > 2.55875
PC3 > 1.640775
PC8 > -3.622398
PC13 <= 0.1510602
PC16 <= -0.8879908
PC46 > -0.6374976
PC65 > 0.4179204
-> class 1\|0 [0.944]
Rule 39/134: (11.3, lift 21.0)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.8879908
PC41 > 0.4214479
PC46 > -0.6374976
-> class 1\|0 [0.925]
Rule 39/135: (5.9, lift 19.8)
PC3 > 5.679239
PC12 > 2.986485
-> class 1\|0 [0.874]
Rule 39/136: (103.2/16.4, lift 18.9)
PC3 > 1.640775
PC8 > -3.622398
PC8 <= 1.687932
PC16 <= -0.8879908
PC41 <= 0.4214479
PC46 > -0.6374976
PC48 <= -0.03510529
PC65 > -0.1389549
PC90 <= 0.01373559
PC92 <= 0.4954863
-> class 1\|0 [0.835]
Rule 39/137: (23.8/8.3, lift 14.5)
PC2 <= 2.55875
PC3 > 0.6922847
PC16 > -0.9735159
PC57 <= -1.608453
-> class 1\|0 [0.641]
Rule 39/138: (124.1, lift 12.6)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.8879908
PC39 <= 0.7866078
PC65 <= -0.1389549
-> class 1\|1 [0.992]
Rule 39/139: (77.2, lift 12.5)
PC2 > 2.55875
PC3 > 1.640775
PC13 > 0.1510602
PC16 <= -0.8879908
PC24 <= 2.916996
PC46 <= 0.9481961
PC62 > -1.426871
-> class 1\|1 [0.987]
Rule 39/140: (143.3/1.3, lift 12.5)
PC3 > 0.6922847
PC3 <= 5.679239
PC12 > 2.986485
PC16 > -0.9735159
-> class 1\|1 [0.984]
Rule 39/141: (111/1.2, lift 12.4)
PC1 > 13.49866
PC6 <= -0.9827232
PC10 > -0.7764253
PC16 > -0.9735159
PC19 <= -0.3238951
-> class 1\|1 [0.980]
Rule 39/142: (130/2.3, lift 12.4)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC23 > -1.586939
PC63 > -1.308011
PC72 > -1.26589
PC83 > -0.4227733
-> class 1\|1 [0.975]
Rule 39/143: (31.6, lift 12.3)
PC1 > -0.430681
PC2 <= 2.55875
PC10 > -0.7764253
PC16 > -0.9735159
PC16 <= 0.8572028
PC82 <= -0.6247756
-> class 1\|1 [0.970]
Rule 39/144: (24.8, lift 12.2)
PC1 > -0.430681
PC14 > 2.085181
PC18 > 0.2041752
-> class 1\|1 [0.963]
Rule 39/145: (174.4/6.6, lift 12.2)
PC1 > 13.49866
PC98 > 0.3294852
-> class 1\|1 [0.957]
Rule 39/146: (29.3/3.8, lift 10.7)
PC2 <= 2.55875
PC3 > 0.6922847
PC10 > -0.7764253
PC12 <= 1.248207
PC13 > -0.2156336
PC16 > -0.9735159
PC16 <= 0.8572028
PC38 <= 0.0478257
PC63 > -0.390149
-> class 1\|1 [0.846]
Rule 39/147: (36.7/6.4, lift 10.3)
PC3 > 0.6922847
PC12 > 1.248207
PC13 > -0.2156336
PC16 > -0.9735159
PC16 <= 0.8572028
-> class 1\|1 [0.809]
Rule 39/148: (1915.9/882.6, lift 6.8)
PC1 > -0.430681
PC10 > -0.7764253
PC16 <= -0.9735159
-> class 1\|1 [0.539]
Rule 39/149: (46.1/25.5, lift 5.7)
PC2 > 0.01692233
PC2 <= 2.55875
PC3 <= 0.6922847
PC10 > -0.7764253
PC16 > -0.9735159
PC43 > -0.6060647
-> class 1\|1 [0.449]
Rule 39/150: (139.9, lift 16.5)
PC2 <= 2.55875
PC3 > 0.6922847
PC16 > 0.8572028
PC57 > -1.608453
PC77 <= -0.4315991
PC80 > -1.360059
-> class 1\|2 [0.993]
Rule 39/151: (125.1, lift 16.5)
PC3 > 0.6922847
PC16 > 0.8572028
PC34 > -0.6858287
PC38 <= 0.2273717
PC74 <= 0.9976718
PC92 <= -0.2333818
-> class 1\|2 [0.992]
Rule 39/152: (88.4, lift 16.5)
PC3 > 0.6922847
PC16 > 0.8572028
PC38 <= 0.2273717
PC57 > -1.608453
PC73 > 0.3193173
PC74 <= 0.9976718
-> class 1\|2 [0.989]
Rule 39/153: (75.4, lift 16.4)
PC3 > 0.6922847
PC12 <= 2.986485
PC16 > -0.9735159
PC38 <= 0.2273717
PC49 > 1.085836
PC57 > -1.608453
PC87 <= 0.1210751
PC100 > -0.004760643
-> class 1\|2 [0.987]
Rule 39/154: (73.5, lift 16.4)
PC3 > 0.6922847
PC11 > -1.715926
PC12 <= 2.986485
PC16 > -0.9735159
PC54 > 1.492103
PC57 > -1.608453
PC94 > -0.8220814
-> class 1\|2 [0.987]
Rule 39/155: (58.1, lift 16.4)
PC3 > 0.6922847
PC7 > 1.541641
PC16 > 0.8572028
PC38 <= 0.2273717
PC74 <= 0.9976718
-> class 1\|2 [0.983]
Rule 39/156: (49.6, lift 16.3)
PC1 > 8.649003
PC3 > 0.6922847
PC10 > -0.7764253
PC12 <= 1.248207
PC16 > -0.9735159
PC82 > -0.6247756
-> class 1\|2 [0.981]
Rule 39/157: (113.7/1.3, lift 16.3)
PC3 > 0.6922847
PC11 <= -1.715926
PC12 <= 2.986485
PC16 > 0.8572028
PC57 > -1.608453
-> class 1\|2 [0.980]
Rule 39/158: (57.4/0.2, lift 16.3)
PC3 > 0.6922847
PC10 > -0.7764253
PC11 > -1.715926
PC16 > -0.9735159
PC29 > 0.3829593
PC38 <= 0.2273717
PC74 <= 0.9976718
PC94 > -0.8220814
-> class 1\|2 [0.980]
Rule 39/159: (73.6/0.6, lift 16.3)
PC8 <= -1.538053
PC10 <= -0.7764253
PC14 > 2.085181
PC17 <= 0.5405993
PC18 <= 0.2041752
-> class 1\|2 [0.979]
Rule 39/160: (44.6, lift 16.3)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC63 <= -1.308011
-> class 1\|2 [0.979]
Rule 39/161: (36.3, lift 16.2)
PC5 > 11.92509
PC88 <= -0.09878595
-> class 1\|2 [0.974]
Rule 39/162: (87.6/1.4, lift 16.2)
PC2 <= 2.55875
PC3 > 0.6922847
PC16 > 0.8572028
PC19 <= 1.7393
PC55 > -0.2009863
PC87 > 0.1210751
PC100 > -0.004760643
-> class 1\|2 [0.974]
Rule 39/163: (31.9, lift 16.2)
PC2 > 2.55875
PC3 > 1.640775
PC16 > 0.9959877
PC82 <= -0.5865082
-> class 1\|2 [0.971]
Rule 39/164: (54/0.7, lift 16.2)
PC2 <= 2.55875
PC3 > 0.6922847
PC12 <= 2.986485
PC16 > 0.8572028
PC38 <= 0.2273717
PC56 > 0.3922195
PC57 > -1.608453
-> class 1\|2 [0.970]
Rule 39/165: (101.6/2.3, lift 16.1)
PC2 <= 2.55875
PC3 > 0.6922847
PC13 <= -0.2156336
PC16 > -0.9735159
PC16 <= 0.8572028
PC57 > -1.608453
PC82 > -0.6247756
-> class 1\|2 [0.968]
Rule 39/166: (26.9, lift 16.1)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 0.01692233
PC8 <= -0.3459052
PC10 > -0.7764253
PC63 <= -0.6186758
-> class 1\|2 [0.965]
Rule 39/167: (52.3/0.9, lift 16.1)
PC1 > -0.430681
PC12 <= 2.986485
PC16 > 0.8572028
PC31 <= -0.8614552
PC34 > -0.6858287
PC38 <= 0.2273717
PC74 <= 0.9976718
-> class 1\|2 [0.965]
Rule 39/168: (56.3/1.2, lift 16.0)
PC1 > 13.49866
PC6 > -0.9827232
PC16 > -0.9735159
PC19 <= -0.3238951
-> class 1\|2 [0.963]
Rule 39/169: (25.4, lift 16.1)
PC1 > -0.430681
PC10 > -0.7764253
PC16 > -0.9735159
PC94 > -0.8220814
PC100 > -0.004760643
PC100 <= 0.003668455
-> class 1\|2 [0.963]
Rule 39/170: (21.5, lift 16.0)
PC1 > -0.430681
PC2 <= 2.55875
PC10 > -0.7764253
PC16 <= -0.9735159
PC44 <= -1.972712
-> class 1\|2 [0.957]
Rule 39/171: (20.1, lift 15.9)
PC6 > 6.910836
PC16 <= -0.9735159
PC65 > 0.0913427
-> class 1\|2 [0.955]
Rule 39/172: (65.5/2, lift 15.9)
PC2 <= 2.55875
PC3 > 0.6922847
PC6 <= 10.48544
PC16 > -0.9735159
PC16 <= 0.8572028
PC38 <= 0.0478257
PC63 <= -0.390149
PC82 > -0.6247756
-> class 1\|2 [0.955]
Rule 39/173: (19.5, lift 15.9)
PC3 > 0.6922847
PC12 <= 2.986485
PC16 > 0.8572028
PC37 <= -1.449886
-> class 1\|2 [0.954]
Rule 39/174: (13.7, lift 15.6)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 0.9959877
PC72 <= -1.26589
-> class 1\|2 [0.936]
Rule 39/175: (13.5, lift 15.6)
PC2 > 2.55875
PC3 > 1.640775
PC16 > 0.9959877
PC38 > 0.2086927
PC48 <= 0.2129405
-> class 1\|2 [0.935]
Rule 39/176: (188/13.3, lift 15.4)
PC2 > 2.55875
PC3 > 1.640775
PC10 > 0.1327414
PC16 > 0.9959877
PC33 <= 1.439952
PC38 <= 0.2086927
-> class 1\|2 [0.925]
Rule 39/177: (11.6, lift 15.3)
PC1 > -0.430681
PC2 <= 2.55875
PC16 > -0.9735159
PC38 > 0.0478257
PC93 > 0.5140907
-> class 1\|2 [0.921]
Rule 39/178: (21.3/1.1, lift 15.2)
PC1 > -0.430681
PC2 <= 2.55875
PC12 <= 2.986485
PC16 > -0.9735159
PC38 <= 0.2273717
PC58 <= -1.441871
PC100 > -0.004760643
-> class 1\|2 [0.910]
Rule 39/179: (42.8/3.2, lift 15.1)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.8879908
PC23 <= -1.586939
PC63 > -1.308011
-> class 1\|2 [0.906]
Rule 39/180: (80.1/10.2, lift 14.4)
PC1 > -0.430681
PC8 <= -1.538053
PC10 <= -0.7764253
PC50 <= -0.5103108
-> class 1\|2 [0.864]
Rule 39/181: (71.4/13, lift 13.5)
PC1 > -0.430681
PC10 > -0.7764253
PC11 > 2.110574
PC16 <= -0.9735159
-> class 1\|2 [0.810]
Rule 39/182: (74.9/15.6, lift 13.1)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.8879908
PC63 > -1.308011
PC83 <= -0.4227733
-> class 1\|2 [0.784]
Rule 39/183: (92/1.9, lift 14.6)
PC2 > 2.55875
PC3 > 1.640775
PC16 > 0.9959877
PC38 > 0.2086927
PC48 > 0.2129405
PC82 > -0.5865082
-> class 1\|3 [0.969]
Rule 39/184: (14.9, lift 14.1)
PC3 > 1.640775
PC16 > 0.9959877
PC33 > 1.439952
-> class 1\|3 [0.941]
Rule 39/185: (22.8/2.7, lift 12.8)
PC1 > -0.430681
PC2 <= 2.55875
PC8 <= -1.538053
PC10 <= -0.7764253
PC14 <= 2.085181
PC17 <= 0.5405993
-> class 1\|3 [0.852]
Rule 39/186: (29.8/5.5, lift 11.9)
PC2 > 2.55875
PC3 > 1.640775
PC10 <= 0.1327414
PC16 > 0.9959877
-> class 1\|3 [0.795]
Rule 39/187: (4950.5/3736.1, lift 3.7)
PC1 > -0.430681
PC2 <= 2.55875
-> class 1\|3 [0.245]
Rule 39/188: (253.3/1.4, lift 15.4)
PC8 > 1.287458
PC9 <= 3.152035
PC11 > -0.4132314
PC19 <= -0.6428509
PC21 > -0.2469342
PC30 <= 0.4536246
PC41 <= 1.821309
PC63 <= 0.1867689
PC70 <= -0.04271099
PC94 <= 0.5735939
PC99 <= 1.25083
-> class 2\|0 [0.991]
Rule 39/189: (85.8, lift 15.3)
PC6 <= 3.138718
PC8 > 1.287458
PC9 <= 3.152035
PC11 > -0.4132314
PC19 > -0.6428509
PC21 > 1.506912
PC41 <= 1.821309
PC63 <= 0.1867689
PC94 <= 0.5735939
-> class 2\|0 [0.988]
Rule 39/190: (204/4, lift 15.1)
PC6 <= 3.138718
PC8 > -0.2273773
PC9 <= 3.152035
PC11 > -0.4132314
PC16 <= 0.5878427
PC19 <= -0.6428509
PC30 <= 0.4536246
PC39 <= -0.08457202
PC41 <= 1.821309
PC63 <= 0.1867689
PC66 > -0.3077406
PC82 <= 0.1603428
-> class 2\|0 [0.976]
Rule 39/191: (9.5, lift 14.1)
PC1 <= -0.430681
PC2 > -1.242138
PC2 <= 2.55875
PC8 > -0.2273773
PC21 <= -0.2469342
-> class 2\|0 [0.913]
Rule 39/192: (5.6, lift 13.5)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.55875
PC3 <= 0.6922847
PC8 > -0.3459052
PC16 > -0.9735159
PC35 <= -0.448942
-> class 2\|0 [0.868]
Rule 39/193: (35.5/6.1, lift 12.6)
PC1 > -0.430681
PC2 <= 0.01692233
PC3 <= 0.6922847
PC8 > -0.3459052
PC12 > 1.105177
PC16 > -0.9735159
PC43 > -0.6060647
-> class 2\|0 [0.811]
Rule 39/194: (1646/821.9, lift 7.8)
PC1 <= -0.430681
PC8 > 1.287458
PC21 > -0.2469342
-> class 2\|0 [0.501]
Rule 39/195: (75.6, lift 11.1)
PC1 <= -0.430681
PC8 > 1.287458
PC30 > 0.4536246
-> class 2\|1 [0.987]
Rule 39/196: (100.8/0.5, lift 11.1)
PC2 <= 2.55875
PC3 <= 0.5599917
PC7 <= 0.6465146
PC8 > -0.2273773
PC8 <= 1.274948
PC22 > -0.7614354
PC26 > -2.54387
PC55 <= 0.6366886
PC85 > -0.8085726
PC94 > 0.3240114
-> class 2\|1 [0.986]
Rule 39/197: (60.7, lift 11.1)
PC1 <= -0.430681
PC8 > 1.287458
PC41 > 1.821309
PC63 <= 0.1867689
-> class 2\|1 [0.984]
Rule 39/198: (55.9, lift 11.1)
PC1 <= -0.430681
PC8 > 1.287458
PC16 <= 0.5878427
PC39 > -0.08457202
PC99 <= -0.6272287
-> class 2\|1 [0.983]
Rule 39/199: (56.5, lift 11.1)
PC1 <= -0.430681
PC8 > 1.287458
PC9 > 3.152035
PC41 <= 1.821309
-> class 2\|1 [0.983]
Rule 39/200: (52.7, lift 11.1)
PC1 <= -0.430681
PC8 > 1.287458
PC21 > -0.2469342
PC46 > -0.6365138
PC94 > 0.5735939
-> class 2\|1 [0.982]
Rule 39/201: (62.1/0.3, lift 11.0)
PC1 <= -0.430681
PC8 > 1.287458
PC16 <= 0.5878427
PC39 > -0.08457202
PC70 > -0.04271099
PC77 > 0.1208393
-> class 2\|1 [0.980]
Rule 39/202: (205.1/3.6, lift 11.0)
PC1 <= -0.430681
PC4 > -0.4299588
PC6 <= 3.138718
PC8 > 1.287458
PC19 > -0.6428509
PC21 > -0.2469342
PC21 <= 1.506912
PC46 > -0.6365138
PC73 <= 0.8158047
PC82 > -0.4945431
PC82 <= 0.1603428
-> class 2\|1 [0.978]
Rule 39/203: (36.7, lift 11.0)
PC1 <= -0.430681
PC6 <= 3.138718
PC8 > 1.287458
PC11 <= -0.9482124
PC46 <= -0.6365138
-> class 2\|1 [0.974]
Rule 39/204: (30.3, lift 10.9)
PC1 <= -0.430681
PC8 > 1.287458
PC19 <= -0.6428509
PC46 > -0.6365138
PC66 <= -0.3077406
PC70 > -0.04271099
-> class 2\|1 [0.969]
Rule 39/205: (29.9, lift 10.9)
PC1 <= -0.430681
PC6 > 3.138718
PC8 > 1.287458
PC63 <= 0.1867689
-> class 2\|1 [0.969]
Rule 39/206: (28.2, lift 10.9)
PC2 <= 2.55875
PC8 > 1.287458
PC46 <= -0.6365138
PC57 <= -0.758083
-> class 2\|1 [0.967]
Rule 39/207: (128.5/3.4, lift 10.9)
PC1 <= -0.430681
PC8 > 1.287458
PC11 <= -0.4132314
PC20 > -0.1632929
PC21 > -0.2469342
PC46 > -0.6365138
PC63 <= 0.1867689
-> class 2\|1 [0.966]
Rule 39/208: (26.9, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC12 > 5.358043
-> class 2\|1 [0.965]
Rule 39/209: (25.5, lift 10.9)
PC1 <= -0.430681
PC8 > 1.287458
PC21 <= -0.2469342
PC28 <= -0.05422229
-> class 2\|1 [0.964]
Rule 39/210: (25.6, lift 10.9)
PC1 <= -0.430681
PC8 > 1.287458
PC66 <= -0.8837565
-> class 2\|1 [0.964]
Rule 39/211: (221.7/7.8, lift 10.8)
PC1 <= -0.430681
PC8 > 1.287458
PC21 > -0.2469342
PC33 <= 0.4938559
PC51 <= 0.5668929
PC62 > -0.8582608
PC63 > 0.1867689
PC100 <= 2.978919
-> class 2\|1 [0.961]
Rule 39/212: (103.3/3.4, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 <= 1.470308
PC7 <= 0.6465146
PC8 > -0.2273773
PC8 <= 1.274948
PC19 > 0.2757997
PC22 > -0.7614354
PC26 > -2.54387
PC31 > -1.176966
PC35 <= 0.523963
PC44 <= 0.6021686
PC55 <= 0.6366886
PC61 <= 1.509585
PC66 <= 0.661222
PC85 > -0.8085726
PC93 > -0.400843
-> class 2\|1 [0.959]
Rule 39/213: (20.6, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC16 <= 0.5878427
PC39 > -0.08457202
PC40 > 0.4594479
-> class 2\|1 [0.956]
Rule 39/214: (104.4/4.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 <= 1.470308
PC8 > -0.2273773
PC8 <= 1.274948
PC22 > -0.7614354
PC26 > -2.54387
PC31 > -1.176966
PC35 <= 0.523963
PC44 <= 0.6021686
PC55 <= 0.6366886
PC61 <= 1.509585
PC66 <= 0.661222
PC68 <= 1.793477
PC80 > -0.1200641
PC85 > -0.8085726
PC93 > -0.400843
PC97 <= 0.1705244
-> class 2\|1 [0.949]
Rule 39/215: (15.3, lift 10.6)
PC1 <= -0.430681
PC8 > -0.2273773
PC19 <= -2.317307
PC22 <= -0.7614354
-> class 2\|1 [0.942]
Rule 39/216: (14.5, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC22 <= -0.7614354
PC58 <= -0.5089615
-> class 2\|1 [0.940]
Rule 39/217: (12.1, lift 10.5)
PC1 <= -0.430681
PC8 > -0.2273773
PC19 <= -0.6428509
PC21 > -0.2469342
PC40 <= -0.9540211
PC70 > -0.04271099
-> class 2\|1 [0.929]
Rule 39/218: (101.5/6.7, lift 10.4)
PC1 <= -0.430681
PC8 > 1.287458
PC21 > -0.2469342
PC46 > -0.6365138
PC63 <= 0.1867689
PC82 > 0.1603428
-> class 2\|1 [0.925]
Rule 39/219: (77.2/5, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 > -3.270056
PC8 > -0.2273773
PC8 <= 1.287458
PC22 > -0.7614354
PC55 <= 0.6366886
PC97 > 0.1705244
-> class 2\|1 [0.924]
Rule 39/220: (200/16.5, lift 10.3)
PC1 <= -0.430681
PC2 <= -1.242138
PC7 > 0.1065531
PC8 > 1.287458
PC21 <= -0.2469342
PC22 > -1.207938
PC68 > -2.154415
PC100 <= 2.978919
-> class 2\|1 [0.913]
Rule 39/221: (13.6/0.4, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC22 <= -0.7614354
PC63 <= 0.317041
PC64 > 0.4881098
PC77 > -0.3573841
PC84 > 0.1066182
-> class 2\|1 [0.912]
Rule 39/222: (9.1, lift 10.3)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC22 <= -0.7614354
PC77 > -0.3573841
-> class 2\|1 [0.910]
Rule 39/223: (9.4/0.1, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC22 <= -0.7614354
PC29 > 0.277492
PC63 <= 0.317041
-> class 2\|1 [0.903]
Rule 39/224: (42.3/3.4, lift 10.1)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.2273773
PC22 <= -0.7614354
PC32 <= 1.080204
PC46 <= -0.7793728
PC63 <= 0.317041
PC77 > -0.3573841
-> class 2\|1 [0.900]
Rule 39/225: (123.8/11.8, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 <= 0.2609354
PC8 > -2.62821
PC17 > -1.418713
PC24 <= 0.3559697
PC32 <= 1.590739
PC99 > 1.25466
-> class 2\|1 [0.898]
Rule 39/226: (7.6, lift 10.1)
PC2 <= -9.096021
PC8 <= -0.2273773
PC57 <= -0.07739355
PC99 <= 1.25466
-> class 2\|1 [0.896]
Rule 39/227: (9.8/0.3, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC29 <= 0.277492
PC63 <= 0.317041
PC77 > -0.3573841
PC86 <= -0.6032382
-> class 2\|1 [0.894]
Rule 39/228: (6.7, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC22 <= -0.7614354
PC32 > 1.080204
-> class 2\|1 [0.885]
Rule 39/229: (20.9/1.9, lift 9.9)
PC2 <= -1.025067
PC8 > -0.2273773
PC20 <= -0.09974828
PC22 <= -0.7614354
PC32 <= 1.080204
PC63 <= 0.317041
PC77 > -0.3573841
-> class 2\|1 [0.875]
Rule 39/230: (79.3/11.6, lift 9.5)
PC1 <= -0.430681
PC8 > 1.287458
PC11 > -0.4132314
PC16 > 0.5878427
PC21 > -0.2469342
-> class 2\|1 [0.845]
Rule 39/231: (70.4/12, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.55875
PC9 <= 3.152035
PC11 > -0.4132314
PC16 <= 0.5878427
PC46 > -0.6365138
PC66 > -0.8837565
PC70 > -0.04271099
PC99 > 0.6244007
-> class 2\|1 [0.820]
Rule 39/232: (106.9/21.4, lift 8.9)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 0.01692233
PC3 <= 0.6922847
PC8 > -0.3459052
PC12 <= 1.105177
PC43 > -0.6060647
-> class 2\|1 [0.794]
Rule 39/233: (50.1/17.4, lift 7.3)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC32 > 1.590739
PC41 <= 4.386878
-> class 2\|1 [0.647]
Rule 39/234: (245.7/135, lift 5.1)
PC2 <= 2.55875
PC38 > 0.7644677
PC47 > -0.7832964
-> class 2\|1 [0.451]
Rule 39/235: (120.1, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC12 <= 5.358043
PC19 > -3.158902
PC28 > 0.0412527
PC40 <= -0.1899481
PC42 > -0.7118903
PC47 > -0.7832964
PC49 <= 0.2432707
PC99 <= 1.25466
-> class 2\|2 [0.992]
Rule 39/236: (98.2, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC3 <= 0.5599917
PC8 > -0.2273773
PC8 <= 1.287458
PC22 <= -0.7614354
PC32 <= 1.080204
PC58 > -0.5089615
PC77 <= -0.3573841
-> class 2\|2 [0.990]
Rule 39/237: (58.9, lift 11.5)
PC1 <= -0.430681
PC2 > -9.096021
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC30 > 0.2510994
PC57 <= -0.07739355
PC99 <= 1.25466
-> class 2\|2 [0.984]
Rule 39/238: (59.5, lift 11.5)
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC12 <= 5.358043
PC40 <= -0.1899481
PC47 > -0.7832964
PC49 <= 0.2432707
PC57 > -0.07739355
PC77 <= -0.626523
PC99 <= 1.25466
-> class 2\|2 [0.984]
Rule 39/239: (42.4, lift 11.4)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC19 > -3.158902
PC22 <= -1.940235
PC57 <= -0.07739355
-> class 2\|2 [0.977]
Rule 39/240: (60.9/0.8, lift 11.3)
PC1 <= -0.430681
PC8 <= -2.62821
PC29 > -0.09083584
PC38 > 0.1810578
PC44 <= -0.1750468
PC64 > -0.2974173
-> class 2\|2 [0.972]
Rule 39/241: (32.2, lift 11.3)
PC1 <= -0.430681
PC8 > -0.2273773
PC8 <= 1.287458
PC26 > -2.54387
PC31 <= -1.176966
PC44 <= 0.6021686
PC97 <= 0.1705244
-> class 2\|2 [0.971]
Rule 39/242: (303.4/8.1, lift 11.3)
PC1 <= -0.430681
PC2 > -9.096021
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC15 > -2.471447
PC32 <= 1.590739
PC57 <= -0.07739355
PC64 > -0.1138732
PC100 <= 1.58743
-> class 2\|2 [0.970]
Rule 39/243: (92.6/2.2, lift 11.3)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -1.285739
PC8 <= -0.2273773
PC41 <= 0.1692249
PC47 > -0.7832964
PC56 <= 0.3285091
PC63 > 0.05145318
PC99 <= 1.25466
-> class 2\|2 [0.967]
Rule 39/244: (22.5, lift 11.2)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.55875
PC3 <= 0.6922847
PC8 <= -0.3459052
PC10 > -0.7764253
PC43 > -0.6060647
PC56 <= 2.073715
PC70 > 0.1453745
-> class 2\|2 [0.958]
Rule 39/245: (28.5/0.6, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC19 <= 0.2757997
PC44 <= 0.6021686
PC66 <= 0.661222
PC68 <= 1.793477
PC80 <= -0.1200641
PC94 <= 0.3240114
PC97 <= 0.1705244
-> class 2\|2 [0.948]
Rule 39/246: (28/0.7, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -1.285739
PC8 <= -0.2273773
PC32 <= 1.590739
PC40 > -0.1899481
PC56 <= 0.3285091
PC84 <= -0.2374118
PC99 <= 1.25466
-> class 2\|2 [0.944]
Rule 39/247: (15.8, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC20 > 0.8294119
-> class 2\|2 [0.943]
Rule 39/248: (252.2/14.7, lift 10.9)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.2273773
PC8 <= 1.287458
PC19 > -2.317307
PC20 > -0.09974828
PC22 <= -0.7614354
PC29 <= 0.277492
PC46 > -0.7793728
PC58 > -0.5089615
PC64 <= 0.4881098
PC86 > -0.6032382
-> class 2\|2 [0.938]
Rule 39/249: (75.1/3.8, lift 10.9)
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC32 <= 1.590739
PC38 <= 0.7644677
PC47 > -0.7832964
PC88 > 0.5616017
PC99 <= 1.25466
-> class 2\|2 [0.937]
Rule 39/250: (243.8/15.4, lift 10.9)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.2273773
PC8 <= 1.287458
PC19 > -2.317307
PC22 <= -0.7614354
PC29 <= 0.277492
PC32 <= 1.080204
PC58 > -0.5089615
PC84 <= 0.1066182
PC86 > -0.6032382
-> class 2\|2 [0.933]
Rule 39/251: (45.2/2.3, lift 10.9)
PC1 <= -0.430681
PC8 > 1.287458
PC21 <= -0.2469342
PC22 <= -1.207938
PC28 > -0.05422229
-> class 2\|2 [0.931]
Rule 39/252: (17.3/0.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC26 <= -2.54387
PC44 <= 0.6021686
PC68 <= 1.793477
PC97 <= 0.1705244
-> class 2\|2 [0.911]
Rule 39/253: (150.2/13, lift 10.6)
PC1 <= -0.430681
PC3 <= 0.5599917
PC6 > 1.470308
PC8 > -0.2273773
PC8 <= 1.287458
PC97 <= 0.1705244
-> class 2\|2 [0.908]
Rule 39/254: (8.7, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC38 <= 0.1810578
PC92 <= 0.1141436
PC96 > 1.184819
-> class 2\|2 [0.907]
Rule 39/255: (8.5, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC21 > -0.2469342
PC62 <= -0.8582608
PC63 > 0.1867689
-> class 2\|2 [0.902]
Rule 39/256: (7.8, lift 10.5)
PC1 > -0.430681
PC1 <= 13.49866
PC2 <= 2.55875
PC3 <= 0.6922847
PC8 > -0.3459052
PC16 > -0.9735159
PC21 <= -0.2623605
PC43 > -0.6060647
-> class 2\|2 [0.897]
Rule 39/257: (25.7/1.9, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -1.285739
PC8 <= -0.2273773
PC12 <= 5.358043
PC32 <= 1.590739
PC40 > -0.1899481
PC56 > 0.3285091
PC57 > -0.07739355
PC88 <= 0.5616017
PC92 <= 1.721657
-> class 2\|2 [0.897]
Rule 39/258: (7.6, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC17 > -0.1166614
PC47 <= -0.7832964
PC90 > 0.2148222
-> class 2\|2 [0.896]
Rule 39/259: (316.9/34.7, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.336766
PC8 <= -0.2273773
PC15 > -0.9110194
PC19 > -3.158902
PC29 <= 0.2325281
PC39 > -0.2864337
PC40 <= -0.1899481
PC47 > -0.7832964
PC49 <= 0.2432707
PC60 <= 0.843891
PC93 > -0.547581
-> class 2\|2 [0.888]
Rule 39/260: (6.1, lift 10.2)
PC1 <= -0.430681
PC7 <= 0.1065531
PC8 > 1.287458
PC21 <= -0.2469342
-> class 2\|2 [0.876]
Rule 39/261: (8.8/0.3, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC47 <= -0.7832964
PC67 > 0.4644364
PC90 <= 0.2148222
-> class 2\|2 [0.875]
Rule 39/262: (7.5/0.3, lift 10.1)
PC1 <= -0.430681
PC8 > 1.287458
PC21 <= -0.2469342
PC68 <= -2.154415
PC100 <= 2.978919
-> class 2\|2 [0.863]
Rule 39/263: (19/1.9, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -1.285739
PC8 <= -0.2273773
PC32 <= 1.590739
PC34 <= -0.2755883
PC40 > -0.1899481
-> class 2\|2 [0.862]
Rule 39/264: (15.9/1.6, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC44 <= 0.6021686
PC61 > 1.509585
PC97 <= 0.1705244
-> class 2\|2 [0.852]
Rule 39/265: (7.3/0.4, lift 9.9)
PC1 <= -0.430681
PC6 > -3.270056
PC8 > 1.274948
PC8 <= 1.287458
PC22 > -0.7614354
PC97 <= 0.1705244
-> class 2\|2 [0.850]
Rule 39/266: (22.8/2.9, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC61 <= 1.509585
PC68 <= 1.793477
PC93 <= -0.400843
PC94 <= 0.3240114
PC97 <= 0.1705244
-> class 2\|2 [0.841]
Rule 39/267: (62.2/10.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 > -3.270056
PC8 > -0.2273773
PC8 <= 1.287458
PC35 > 0.523963
PC44 <= 0.6021686
PC61 <= 1.509585
PC66 <= 0.661222
PC68 <= 1.793477
PC94 <= 0.3240114
-> class 2\|2 [0.821]
Rule 39/268: (47.9/8.1, lift 9.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC21 > -0.2469342
PC51 > 0.5668929
PC63 > 0.1867689
-> class 2\|2 [0.817]
Rule 39/269: (95.2/19.1, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -0.2273773
PC8 <= 1.287458
PC44 <= 0.6021686
PC68 <= 1.793477
PC85 <= -0.8085726
PC97 <= 0.1705244
-> class 2\|2 [0.793]
Rule 39/270: (7.8/1.3, lift 8.9)
PC1 <= -0.430681
PC8 > 1.287458
PC21 > -0.2469342
PC33 > 0.4938559
PC63 > 0.1867689
-> class 2\|2 [0.763]
Rule 39/271: (98.1/27.3, lift 8.4)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= -0.2273773
PC41 > 4.386878
-> class 2\|2 [0.718]
Rule 39/272: (35.5/11.2, lift 7.9)
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC12 <= 5.358043
PC39 <= -0.2864337
PC40 <= -0.1899481
PC47 > -0.7832964
-> class 2\|2 [0.675]
Rule 39/273: (73.3/32.7, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC6 <= 0.2609354
PC8 > -2.62821
PC8 <= -0.2273773
PC17 > -1.418713
PC99 > 1.25466
-> class 2\|2 [0.553]
Rule 39/274: (420.3/287.8, lift 3.7)
PC2 <= 2.55875
PC3 <= 0.6922847
PC10 > -0.7764253
PC43 > -0.6060647
PC48 > 0.3987271
PC56 <= 2.073715
-> class 2\|2 [0.316]
Rule 39/275: (157.8, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC16 > 0.3730076
PC38 <= 0.1810578
PC69 > -0.275814
PC96 <= 0.2890086
-> class 2\|3 [0.994]
Rule 39/276: (171.7, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 <= 0.1810578
PC92 <= 0.1141436
PC96 > 0.2890086
PC96 <= 1.184819
-> class 2\|3 [0.994]
Rule 39/277: (147.3, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 <= 0.1810578
PC40 <= 0.5148097
PC41 > 0.003631286
PC92 <= 0.1141436
-> class 2\|3 [0.993]
Rule 39/278: (132.6, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC20 <= 0.8294119
PC22 <= -1.900676
PC38 <= 0.1810578
-> class 2\|3 [0.993]
Rule 39/279: (315.8/1.7, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC15 > 0.5518562
PC38 <= 0.1810578
PC40 <= 0.5148097
-> class 2\|3 [0.991]
Rule 39/280: (112.1, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 <= 0.1810578
PC40 <= 0.5148097
PC52 > -0.2141742
PC70 > 0.1558924
PC92 <= 0.1141436
-> class 2\|3 [0.991]
Rule 39/281: (113/0.1, lift 8.2)
PC2 <= 2.55875
PC8 <= -2.62821
PC11 > -4.440385
PC16 <= 0.3730076
PC40 <= 0.5148097
PC49 > 0.1237005
PC61 <= 0.7489235
PC69 > -0.275814
PC70 <= 0.1558924
PC92 <= 0.1141436
PC98 <= 0.4949355
-> class 2\|3 [0.990]
Rule 39/282: (100.2, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC52 <= -0.2141742
PC69 > -0.275814
PC95 <= 0.6538091
-> class 2\|3 [0.990]
Rule 39/283: (99.7, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC29 <= -0.09083584
PC38 > 0.1810578
-> class 2\|3 [0.990]
Rule 39/284: (141.3/0.5, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC69 > -0.275814
PC86 <= -0.5655568
-> class 2\|3 [0.989]
Rule 39/285: (67.7, lift 8.2)
PC1 > -0.430681
PC1 <= 7.978601
PC3 <= 0.6922847
PC8 <= -0.3459052
PC10 > -0.7764253
PC16 > -0.9735159
PC43 > -0.6060647
PC48 <= 0.3987271
PC60 <= 0.6620334
PC63 > -0.6186758
PC70 <= 0.1453745
-> class 2\|3 [0.986]
Rule 39/286: (67.9, lift 8.2)
PC1 <= -0.430681
PC8 <= -2.62821
PC11 > -4.440385
PC40 <= 0.5148097
PC61 <= -0.3522285
PC92 <= 0.1141436
-> class 2\|3 [0.986]
Rule 39/287: (53.9, lift 8.1)
PC2 <= 2.55875
PC10 <= -0.7764253
PC65 <= -2.456367
-> class 2\|3 [0.982]
Rule 39/288: (53.4, lift 8.1)
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -2.336766
PC19 > -3.158902
PC32 <= 1.590739
PC39 > -0.2864337
PC47 > -0.7832964
PC57 > -0.07739355
PC77 > -0.626523
PC93 > -0.547581
PC99 <= 1.25466
-> class 2\|3 [0.982]
Rule 39/289: (48.9, lift 8.1)
PC8 <= -0.2273773
PC15 <= 0.5518562
PC26 > 3.239936
PC69 > -0.275814
PC70 <= 0.1558924
PC95 <= 0.6538091
-> class 2\|3 [0.980]
Rule 39/290: (248/4, lift 8.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC11 > -4.440385
PC16 > -0.2225345
PC38 <= 0.1810578
PC40 <= 0.5148097
PC61 <= 0.7489235
PC92 <= 0.1141436
-> class 2\|3 [0.980]
Rule 39/291: (103.4/1.3, lift 8.1)
PC1 > -0.430681
PC8 <= -1.538053
PC10 <= -0.7764253
PC17 > 0.5405993
PC36 > -4.764976
PC50 > -0.5103108
PC79 > -0.3699443
-> class 2\|3 [0.978]
Rule 39/292: (90.5/1.3, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -1.285739
PC8 <= -0.2273773
PC34 > -0.2755883
PC40 > -0.1899481
PC47 > -0.7832964
PC56 <= 0.3285091
PC57 > -0.07739355
PC63 <= 0.05145318
PC84 > -0.2374118
PC88 <= 0.5616017
PC92 <= 1.721657
PC99 <= 1.25466
-> class 2\|3 [0.975]
Rule 39/293: (36, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC28 <= 0.0412527
PC39 > -0.2864337
PC40 <= -0.1899481
PC57 > -0.07739355
PC77 > -0.626523
PC93 <= -0.547581
-> class 2\|3 [0.974]
Rule 39/294: (36.4, lift 8.1)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.336766
PC8 <= -0.2273773
PC28 <= 0.0412527
PC29 > 0.2325281
PC47 > -0.7832964
PC57 > -0.07739355
PC77 > -0.626523
PC93 > -0.547581
-> class 2\|3 [0.973]
Rule 39/295: (99.7/1.9, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC15 <= 0.5518562
PC40 <= 0.5148097
PC64 <= -1.235846
PC69 > -0.275814
PC95 <= 0.6538091
PC98 <= 0.4949355
-> class 2\|3 [0.972]
Rule 39/296: (27.6, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC47 <= -0.7832964
PC60 > -0.261863
PC67 <= 0.4644364
PC71 <= -0.3139012
-> class 2\|3 [0.966]
Rule 39/297: (169.5/4.8, lift 8.0)
PC8 <= -2.62821
PC9 > -5.08159
PC11 <= 2.651124
PC16 <= -0.2225345
PC22 > -1.900676
PC24 > 0.01583149
PC40 <= 0.5148097
PC41 <= 0.003631286
PC61 <= 0.7489235
PC68 <= 1.7271
PC74 <= 0.2941982
PC88 > -0.2028688
PC91 > -0.249226
PC96 <= 0.2890086
PC98 <= 0.4949355
-> class 2\|3 [0.966]
Rule 39/298: (273.2/8.2, lift 8.0)
PC8 > -2.62821
PC8 <= -0.2273773
PC19 > -3.158902
PC32 <= 1.590739
PC40 > -0.1899481
PC41 > 0.1692249
PC47 > -0.7832964
PC56 <= 0.3285091
PC57 > -0.07739355
PC84 > -0.2374118
PC99 <= 1.25466
-> class 2\|3 [0.966]
Rule 39/299: (23.6, lift 7.9)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 > 0.1810578
PC44 > -0.1750468
PC64 > -0.2974173
-> class 2\|3 [0.961]
Rule 39/300: (22.5, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC47 <= -0.7832964
PC67 <= 0.4644364
PC87 > 0.4466424
PC90 <= 0.2148222
-> class 2\|3 [0.959]
Rule 39/301: (60.2/1.6, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC16 <= -0.2225345
PC26 <= 3.239936
PC52 > -0.2141742
PC69 > -0.275814
PC80 <= -0.7659971
PC92 <= 0.1141436
PC95 <= 0.6538091
PC98 <= 0.4949355
-> class 2\|3 [0.959]
Rule 39/302: (21.8, lift 7.9)
PC1 <= -0.430681
PC6 > 0.2609354
PC8 > -2.62821
PC8 <= -0.2273773
PC99 > 1.25466
-> class 2\|3 [0.958]
Rule 39/303: (88.3/2.8, lift 7.9)
PC2 <= 2.55875
PC8 <= -2.62821
PC38 <= 0.1810578
PC95 > 0.6538091
PC96 <= 0.2890086
-> class 2\|3 [0.958]
Rule 39/304: (360.4/16.4, lift 7.9)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= -1.285739
PC19 > -3.158902
PC20 <= 0.5067332
PC32 <= 1.590739
PC33 > -0.8428777
PC40 > -0.1899481
PC47 > -0.7832964
PC57 > -0.07739355
PC71 <= 12.00661
PC88 <= 0.5616017
PC92 <= 1.721657
PC99 <= 1.25466
-> class 2\|3 [0.952]
Rule 39/305: (37.2/0.9, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC19 > -3.158902
PC28 <= 0.0412527
PC40 <= -0.1899481
PC47 > -0.7832964
PC57 > -0.07739355
PC60 > 0.843891
PC77 > -0.626523
-> class 2\|3 [0.951]
Rule 39/306: (50.7/1.7, lift 7.8)
PC1 <= -0.430681
PC8 > -2.62821
PC8 <= -0.2273773
PC19 <= -3.158902
PC95 <= 0.09751627
-> class 2\|3 [0.949]
Rule 39/307: (385.4/21.5, lift 7.8)
PC1 <= -0.430681
PC8 <= -2.62821
PC20 <= 0.8294119
PC38 <= 0.1810578
PC60 > -1.235199
PC69 > -0.275814
PC92 > 0.1141436
-> class 2\|3 [0.942]
Rule 39/308: (87.8/4.5, lift 7.8)
PC1 > -0.430681
PC2 <= 2.55875
PC8 <= -1.538053
PC17 > 0.5405993
PC31 <= -0.2692264
-> class 2\|3 [0.939]
Rule 39/309: (84.8/5, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 <= -0.2273773
PC17 <= -0.1166614
PC32 <= 1.590739
PC47 <= -0.7832964
PC60 > -0.261863
PC90 > 0.2148222
PC99 <= 1.25466
-> class 2\|3 [0.931]
Rule 39/310: (93.1/5.9, lift 7.7)
PC1 <= -0.430681
PC8 <= -2.62821
PC40 <= 0.5148097
PC86 > -0.5655568
PC92 <= 0.1141436
PC95 <= 0.6538091
PC98 > 0.4949355
-> class 2\|3 [0.928]
Rule 39/311: (11.6, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.55875
PC12 <= 5.358043
PC17 <= -1.418713
PC99 > 1.25466
-> class 2\|3 [0.927]
Rule 39/312: (97.9/8.7, lift 7.5)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC11 <= 0.7563304
PC22 > -1.940235
PC30 <= 0.2510994
PC57 <= -0.07739355
PC64 <= -0.1138732
-> class 2\|3 [0.903]
Rule 39/313: (5, lift 7.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC25 > 0.2722737
PC69 <= -0.275814
-> class 2\|3 [0.858]
Rule 39/314: (12194.2/9783.9, lift 1.6)
PC2 <= 2.55875
-> class 2\|3 [0.198]
Rule 39/315: (70.2, lift 16.3)
PC1 <= -0.430681
PC8 <= -2.62821
PC15 <= 2.047283
PC25 <= 0.2722737
PC38 <= 0.1810578
PC69 <= -0.275814
-> class 2\|4 [0.986]
Rule 39/316: (60.2, lift 16.3)
PC1 <= -0.430681
PC2 <= 2.55875
PC8 > -2.62821
PC8 <= -0.2273773
PC47 <= -0.7832964
PC71 > -0.3139012
PC87 <= 0.4466424
PC90 <= 0.2148222
-> class 2\|4 [0.984]
Rule 39/317: (16.1, lift 15.6)
PC1 > -0.430681
PC2 <= 2.55875
PC36 <= -4.764976
-> class 2\|4 [0.945]
Rule 39/318: (9.4, lift 15.1)
PC1 <= -0.430681
PC8 <= -2.62821
PC38 <= 0.1810578
PC60 <= -1.235199
PC69 > -0.275814
PC92 > 0.1141436
-> class 2\|4 [0.912]
Rule 39/319: (121/21.8, lift 13.5)
PC1 <= -0.430681
PC8 <= -0.2273773
PC19 <= -3.158902
PC95 > 0.09751627
-> class 2\|4 [0.815]
Rule 39/320: (1342.3/377.5, lift 11.9)
PC1 <= -0.430681
PC8 <= -2.62821
PC16 <= 0.3730076
PC22 > -1.900676
PC38 <= 0.1810578
PC92 <= 0.1141436
PC96 <= 0.2890086
-> class 2\|4 [0.718]
Rule 39/321: (4066.3/2920.1, lift 4.7)
PC1 <= 13.49866
PC3 <= 0.6922847
PC8 <= -0.3459052
PC43 > -0.6060647
-> class 2\|4 [0.282]
Default class: 2\|3
----- Trial 40: -----
Rules:
Rule 40/1: (139.9, lift 15.3)
PC10 <= 0.3210255
PC18 > 1.10851
PC26 <= 0.4101508
PC55 > -0.4299491
PC58 <= 1.271381
PC62 <= -1.128852
PC91 <= 2.739873
-> class 0\|0 [0.993]
Rule 40/2: (132.1/0.6, lift 15.3)
PC9 > 0.3695618
PC13 > -2.659486
PC15 <= 1.107655
PC18 > 1.10851
PC25 <= 0.3504735
PC26 <= 0.6631289
PC90 > 0.01038056
PC97 <= 0.4528768
-> class 0\|0 [0.988]
Rule 40/3: (77.6, lift 15.3)
PC10 <= 0.3210255
PC18 > 1.10851
PC25 <= 0.3504735
PC26 <= 0.6631289
PC46 > -0.9628707
PC51 <= 0.4514077
PC63 <= -0.6654019
PC87 > -0.3462511
PC91 <= 2.739873
-> class 0\|0 [0.987]
Rule 40/4: (58.2, lift 15.2)
PC10 <= 0.3210255
PC18 > 1.10851
PC46 > -0.9628707
PC57 > 1.704421
PC87 > -0.3462511
-> class 0\|0 [0.983]
Rule 40/5: (58.1, lift 15.2)
PC10 <= 0.3210255
PC18 > 1.10851
PC26 <= 0.6631289
PC40 > 2.846748
-> class 0\|0 [0.983]
Rule 40/6: (47.4, lift 15.1)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > -0.4683644
PC26 <= 0.6631289
PC45 <= 1.476614
PC61 <= -1.017493
PC62 > -1.128852
-> class 0\|0 [0.980]
Rule 40/7: (367.7/6.9, lift 15.1)
PC10 <= 0.3210255
PC13 > -2.659486
PC13 <= 0.8594266
PC15 > -0.3381051
PC15 <= 1.107655
PC17 > -0.2672459
PC18 > 1.10851
PC25 <= 0.3504735
PC26 <= 0.6631289
PC29 <= 0.7184581
PC40 > -1.098295
PC41 <= 0.1680759
PC45 <= 1.476614
PC51 <= 0.4514077
PC54 <= 1.148667
PC55 > -0.1637216
PC63 <= 0.8754896
PC87 > -0.3462511
PC95 <= 0.878783
PC97 <= 0.4528768
PC99 > -0.4938342
-> class 0\|0 [0.979]
Rule 40/8: (41.8, lift 15.1)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > -0.4683644
PC18 <= 1.10851
PC31 > 0.1222497
PC48 > 0.360111
-> class 0\|0 [0.977]
Rule 40/9: (41.2, lift 15.1)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > 1.10851
PC26 <= 0.6631289
PC73 > 1.594248
PC91 <= 2.739873
-> class 0\|0 [0.977]
Rule 40/10: (22.9, lift 14.8)
PC2 > 2.55875
PC3 <= 1.640775
PC10 <= 0.3210255
PC18 > -0.4683644
PC18 <= 1.10851
PC31 > 0.1222497
PC60 <= -1.01961
-> class 0\|0 [0.960]
Rule 40/11: (205.8/8.3, lift 14.8)
PC10 <= 0.3210255
PC18 > 1.10851
PC26 <= 0.6631289
PC53 <= -0.8872005
PC56 <= 1.233425
PC81 <= 0.9786295
PC91 <= 2.739873
PC99 > -0.4938342
-> class 0\|0 [0.955]
Rule 40/12: (20.4, lift 14.8)
PC10 <= 0.3210255
PC13 <= -1.609587
PC18 > 1.10851
PC25 <= 0.3504735
PC26 <= 0.6631289
PC51 <= 0.4514077
PC87 > -0.3462511
PC97 > 0.4528768
PC99 > -0.4938342
-> class 0\|0 [0.955]
Rule 40/13: (18, lift 14.7)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > -0.4683644
PC18 <= 1.10851
PC100 > 1.445354
-> class 0\|0 [0.950]
Rule 40/14: (15.5, lift 14.6)
PC6 > 0.2363138
PC18 > 1.10851
PC99 <= -0.4938342
-> class 0\|0 [0.943]
Rule 40/15: (7.1, lift 13.8)
PC10 <= -3.437637
PC18 > 1.10851
PC51 > 0.4514077
-> class 0\|0 [0.890]
Rule 40/16: (25/3.3, lift 13.0)
PC13 <= 11.79328
PC18 > 2.837034
PC29 <= -2.842779
-> class 0\|0 [0.840]
Rule 40/17: (837.3/244, lift 10.9)
PC2 > 2.55875
PC2 <= 6.645036
PC18 > 2.837034
-> class 0\|0 [0.708]
Rule 40/18: (89.8/32, lift 9.9)
PC2 > 2.55875
PC3 > -1.949545
PC3 <= 1.640775
PC10 <= 0.3210255
PC18 > -0.4683644
PC68 <= -0.3045403
-> class 0\|0 [0.641]
Rule 40/19: (89.3, lift 12.9)
PC2 > 2.55875
PC13 <= 1.379111
PC15 > -0.06283547
PC17 > -2.118566
PC18 <= -0.4683644
PC55 > 0.1656174
PC59 <= 1.299831
PC71 > -0.2379222
PC92 <= 0.06742436
PC94 > -0.03310882
-> class 0\|1 [0.989]
Rule 40/20: (70.5, lift 12.8)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > 1.10851
PC32 <= 0.4816558
PC55 <= -0.4299491
-> class 0\|1 [0.986]
Rule 40/21: (55.1, lift 12.8)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7224794
PC17 > -2.435324
PC18 <= -0.4683644
PC31 <= 0.2440178
PC59 > 0.05683263
PC99 > -0.05028043
-> class 0\|1 [0.982]
Rule 40/22: (44.3, lift 12.7)
PC10 <= 0.3210255
PC18 > 1.10851
PC56 > 1.233425
-> class 0\|1 [0.978]
Rule 40/23: (38.6, lift 12.7)
PC10 <= 0.3210255
PC18 > 1.10851
PC40 <= 2.846748
PC51 <= 0.4514077
PC53 > -0.8872005
PC62 > -1.128852
PC87 <= -0.3462511
PC99 > -0.4938342
-> class 0\|1 [0.975]
Rule 40/24: (49.9/0.3, lift 12.7)
PC3 <= 1.640775
PC9 <= 0.3695618
PC10 <= 0.3210255
PC13 > -2.659486
PC17 > -0.2672459
PC29 > 0.7184581
PC40 <= 2.846748
PC53 > -0.8872005
PC63 <= 0.8754896
PC99 > -0.4938342
-> class 0\|1 [0.975]
Rule 40/25: (124.7/2.5, lift 12.6)
PC2 > 2.55875
PC3 <= 1.640775
PC10 > -7.303295
PC10 <= 0.3210255
PC13 > -1.609587
PC18 > -0.4683644
PC25 <= 0.3504735
PC26 <= 0.6631289
PC51 <= 0.4514077
PC53 > -0.8872005
PC57 <= 1.704421
PC63 > -0.6654019
PC97 > 0.4528768
-> class 0\|1 [0.972]
Rule 40/26: (32.9, lift 12.6)
PC2 > 2.55875
PC18 > 1.10851
PC45 <= 1.476614
PC51 <= 0.4514077
PC53 > -0.8872005
PC54 > 1.148667
PC73 <= 1.594248
PC81 <= 0.9786295
-> class 0\|1 [0.971]
Rule 40/27: (101.2/2.3, lift 12.6)
PC6 <= 0.2363138
PC10 <= 0.3210255
PC18 > 1.10851
PC40 <= 2.846748
PC62 > -1.128852
PC73 <= 1.594248
PC99 <= -0.4938342
-> class 0\|1 [0.968]
Rule 40/28: (25.1, lift 12.5)
PC10 <= -3.705888
PC11 <= 0.08476353
PC18 > -0.4683644
PC18 <= 1.10851
PC32 <= -0.1293325
PC44 <= 0.7506639
-> class 0\|1 [0.963]
Rule 40/29: (131.4/5.8, lift 12.3)
PC2 > 6.645036
PC10 > 0.3210255
PC13 <= 11.79328
PC14 > -1.463531
PC18 > 2.837034
PC18 <= 9.219208
PC29 > -2.842779
PC73 > -4.510653
-> class 0\|1 [0.949]
Rule 40/30: (24.8/0.5, lift 12.3)
PC2 > 2.55875
PC10 <= 0.3210255
PC18 > 1.10851
PC91 > 2.739873
-> class 0\|1 [0.945]
Rule 40/31: (13.8, lift 12.2)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7224794
PC18 <= -0.4683644
PC31 <= 0.2440178
PC94 > 1.092788
-> class 0\|1 [0.937]
Rule 40/32: (96.3/6.5, lift 12.0)
PC2 > 2.55875
PC3 <= 1.640775
PC8 > 0.07870036
PC10 > 0.3210255
PC18 > -0.4683644
PC18 <= 2.837034
PC43 <= 0.5513489
-> class 0\|1 [0.924]
Rule 40/33: (10.6, lift 12.0)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7224794
PC17 <= -2.435324
PC31 <= 0.2440178
PC55 > 0.8615937
PC93 <= 5.160933
-> class 0\|1 [0.920]
Rule 40/34: (177.8/14.9, lift 11.9)
PC1 <= -0.5375264
PC10 > 0.3210255
PC13 <= 11.79328
PC14 > -1.463531
PC18 > 2.837034
PC29 > -1.321826
PC39 > -2.411151
PC73 > -2.006046
PC84 > -1.120172
PC90 > -4.016418
PC90 <= 2.000473
-> class 0\|1 [0.911]
Rule 40/35: (32.2/2.6, lift 11.6)
PC8 <= 0.07870036
PC18 > -0.4683644
PC18 <= 2.837034
PC30 > 4.67459
-> class 0\|1 [0.894]
Rule 40/36: (160.6/30.3, lift 10.5)
PC2 > 2.55875
PC13 <= 0.8594266
PC18 > 1.10851
PC40 <= -1.098295
PC62 > -1.128852
PC63 > -0.6654019
PC87 > -0.3462511
-> class 0\|1 [0.808]
Rule 40/37: (2245/1199.9, lift 6.1)
PC2 > 2.55875
PC3 <= 1.640775
PC10 <= 0.3210255
PC18 > -0.4683644
-> class 0\|1 [0.466]
Rule 40/38: (130.7/0.8, lift 10.9)
PC3 <= 1.640775
PC7 <= -0.7224794
PC15 > -1.133783
PC17 <= -2.435324
PC18 <= -0.4683644
PC19 <= 0.6091614
PC34 > -1.631326
PC55 <= 0.8615937
PC90 > -1.23898
PC93 <= 5.160933
PC94 <= 1.092788
-> class 0\|2 [0.987]
Rule 40/39: (70.6, lift 10.9)
PC2 > 2.55875
PC3 <= 1.640775
PC15 <= -0.06283547
PC18 <= -0.4683644
PC21 <= -0.5166969
PC39 > -1.323409
PC68 > -0.7868206
PC73 > -0.1856315
PC91 > -1.701883
-> class 0\|2 [0.986]
Rule 40/40: (63, lift 10.8)
PC4 <= -7.600563
PC7 > -0.7224794
PC9 <= 0.1460268
PC30 <= 0.3090181
PC60 > -0.06275523
PC82 > -0.5339634
-> class 0\|2 [0.985]
Rule 40/41: (65.6, lift 10.8)
PC5 <= 2.657567
PC15 <= -0.06283547
PC18 <= -0.4683644
PC21 > -0.5166969
PC28 <= 0.2431758
PC37 <= 1.744585
PC40 <= 0.6709194
PC85 <= 1.419576
PC91 <= -1.349176
-> class 0\|2 [0.984]
Rule 40/42: (136/1.4, lift 10.8)
PC4 <= -7.600563
PC7 > -0.7224794
PC18 <= -0.4683644
PC60 <= -0.06275523
-> class 0\|2 [0.983]
Rule 40/43: (57.3, lift 10.8)
PC4 <= -3.807837
PC8 <= 0.07870036
PC10 > 0.3210255
PC16 <= 0.9105746
PC18 > -0.4683644
PC18 <= 2.837034
PC42 > -2.565637
-> class 0\|2 [0.983]
Rule 40/44: (90.3/0.8, lift 10.8)
PC1 <= -0.5771424
PC10 > -7.05502
PC15 > -0.06283547
PC18 <= -0.4683644
PC47 <= 2.154524
PC55 <= 0.1656174
PC71 > -0.5840223
PC72 > -1.353595
PC98 > 0.6952597
-> class 0\|2 [0.980]
Rule 40/45: (44.8, lift 10.8)
PC3 <= 1.640775
PC15 <= -0.06283547
PC16 > 0.3789839
PC18 <= -0.4683644
PC28 <= -1.436036
PC37 <= 1.744585
PC51 > -0.09238394
PC54 <= 0.8391724
PC61 > -0.3986972
PC83 <= 0.3728145
-> class 0\|2 [0.979]
Rule 40/46: (39, lift 10.7)
PC2 > 2.55875
PC7 > -0.7224794
PC15 > -0.06283547
PC18 <= -0.4683644
PC37 > 1.119512
PC55 > 0.1656174
-> class 0\|2 [0.976]
Rule 40/47: (32.5, lift 10.7)
PC2 > 2.55875
PC15 <= -0.06283547
PC18 <= -0.4683644
PC28 <= 0.2431758
PC37 <= -0.801118
PC51 > -0.09238394
PC52 > -2.076772
PC54 <= 0.8391724
-> class 0\|2 [0.971]
Rule 40/48: (28.6, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC8 > 0.07870036
PC10 > 0.3210255
PC18 <= 2.837034
PC43 > 0.5513489
-> class 0\|2 [0.966]
Rule 40/49: (25.5, lift 10.6)
PC3 <= 1.640775
PC15 <= -0.06283547
PC16 > 0.3789839
PC18 <= -0.4683644
PC21 > -0.5166969
PC22 <= 0.6899561
PC28 <= 0.2431758
PC40 <= 0.6709194
PC61 <= -0.3986972
PC76 > -1.858976
PC90 <= 0.3736668
-> class 0\|2 [0.964]
Rule 40/50: (24, lift 10.6)
PC2 > 2.55875
PC39 > -1.323409
PC52 > -2.076772
PC56 <= -5.526268
PC76 > -1.858976
-> class 0\|2 [0.962]
Rule 40/51: (77.9/2.1, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC11 > 0.09857389
PC15 > -0.06283547
PC18 <= -0.4683644
PC55 <= 0.1656174
PC72 > -1.353595
PC98 <= 0.6952597
-> class 0\|2 [0.961]
Rule 40/52: (47.6/1, lift 10.6)
PC2 > 2.55875
PC3 <= 1.640775
PC9 <= 0.6222456
PC15 > -0.06283547
PC18 > -2.283772
PC18 <= -0.4683644
PC31 <= -0.1971016
PC55 <= 0.1656174
PC72 > -1.353595
-> class 0\|2 [0.960]
Rule 40/53: (34.9/0.5, lift 10.6)
PC2 > 2.55875
PC18 <= -0.4683644
PC22 <= 0.6899561
PC28 <= 0.2431758
PC40 <= 0.6709194
PC47 <= -0.1833746
PC54 <= 0.8391724
PC68 > -0.7868206
PC76 > -1.858976
PC80 > -0.7678832
PC83 > 0.3728145
PC90 <= 0.3736668
-> class 0\|2 [0.959]
Rule 40/54: (22.1, lift 10.6)
PC3 <= 1.640775
PC16 > 0.3789839
PC18 <= -0.4683644
PC22 <= 0.6899561
PC28 <= 0.2431758
PC52 > -2.076772
PC57 > 1.499413
PC68 > -0.7868206
PC76 > -1.858976
-> class 0\|2 [0.959]
Rule 40/55: (21.2, lift 10.5)
PC3 <= 1.640775
PC15 <= -0.06283547
PC18 <= -0.4683644
PC21 > -0.5166969
PC22 <= 0.6899561
PC28 <= 0.2431758
PC47 <= -0.2070107
PC68 > -0.7868206
PC70 > 0.8964675
PC76 > -1.858976
PC85 <= 1.419576
-> class 0\|2 [0.957]
Rule 40/56: (26.1/0.2, lift 10.5)
PC2 > 2.55875
PC3 <= 1.640775
PC5 <= 2.657567
PC15 <= -0.06283547
PC37 > 1.744585
PC68 > -0.7868206
PC91 > -1.701883
-> class 0\|2 [0.956]
Rule 40/57: (20.6, lift 10.5)
PC16 > 0.3789839
PC18 <= -0.4683644
PC21 > -0.5166969
PC28 <= 0.131404
PC40 > 0.5111127
PC40 <= 0.6709194
PC51 > -0.09238394
PC76 > -1.858976
PC90 <= 0.3736668
-> class 0\|2 [0.954]
Rule 40/58: (24.8/0.2, lift 10.5)
PC2 > 2.55875
PC11 <= 0.09857389
PC18 > -2.283772
PC18 <= -0.4683644
PC25 > 1.543821
-> class 0\|2 [0.954]
Rule 40/59: (47.9/1.4, lift 10.5)
PC2 > 2.55875
PC15 <= -0.06283547
PC18 <= -0.4683644
PC21 > -0.5166969
PC22 <= 0.6899561
PC28 <= 0.2431758
PC40 <= 0.6709194
PC47 > -0.1833746
PC51 > -0.09238394
PC54 <= 0.8391724
PC68 > -0.7868206
PC76 > -1.858976
PC90 <= 0.3736668
-> class 0\|2 [0.953]
Rule 40/60: (27.2/0.4, lift 10.5)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7224794
PC15 > -0.06283547
PC18 <= -0.4683644
PC55 > 0.1656174
PC71 <= -0.2379222
PC92 <= 0.06742436
-> class 0\|2 [0.953]
Rule 40/61: (26.8/0.5, lift 10.4)
PC2 > 2.55875
PC4 > -7.600563
PC15 <= -0.06283547
PC18 <= -0.4683644
PC22 <= 0.6899561
PC28 <= 0.131404
PC51 > -0.09238394
PC52 > -2.076772
PC76 > -1.858976
PC83 <= 0.3728145
PC94 > 0.7120857
-> class 0\|2 [0.949]
Rule 40/62: (260.7/12.5, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > 0.2243292
PC10 > 0.3210255
PC16 <= 0.9105746
PC18 > -0.4683644
PC18 <= 2.837034
PC30 <= 4.67459
PC42 > -2.565637
-> class 0\|2 [0.949]
Rule 40/63: (39.8/1.4, lift 10.4)
PC2 > 2.55875
PC3 <= 1.640775
PC15 <= -0.06283547
PC18 <= -0.4683644
PC22 <= 0.6899561
PC28 <= 0.2431758
PC45 > -2.283498
PC52 > -2.076772
PC68 > -0.7868206
PC76 > -1.858976
PC78 > 0.6725616
PC80 > -0.7678832
PC85 <= 1.419576
-> class 0\|2 [0.943]
Rule 40/64: (15.4, lift 10.4)
PC2 > 2.55875
PC15 > -0.06283547
PC18 <= -0.4683644
PC25 <= 1.543821
PC55 <= 0.1656174
PC61 > -0.4428779
PC65 <= -0.9833199
PC98 <= 0.6952597
-> class 0\|2 [0.943]
Rule 40/65: (14.9, lift 10.4)
PC2 > 2.55875
PC7 > -0.7224794
PC18 <= -0.4683644
PC62 > 0.7603374
PC71 > -0.2379222
PC92 <= 0.06742436
PC94 > -0.03310882
-> class 0\|2 [0.941]
Rule 40/66: (14.6, lift 10.3)
PC2 > 2.55875
PC3 <= 1.640775
PC15 <= -0.06283547
PC17 > -1.075521
PC18 <= -0.4683644
PC22 <= 0.6899561
PC28 <= 0.2431758
PC51 > -0.09238394
PC68 > -0.7868206
PC91 > -1.701883
-> class 0\|2 [0.940]
Rule 40/67: (14.5, lift 10.3)
PC15 <= -0.06283547
PC16 > 0.3789839
PC21 > -0.5166969
PC38 > 1.450197
PC52 > -2.076772
PC54 <= 0.8391724
PC68 > -0.7868206
-> class 0\|2 [0.939]
Rule 40/68: (14.2, lift 10.3)
PC2 > 2.55875
PC3 <= 1.640775
PC7 <= -0.7224794
PC17 > -2.435324
PC18 <= -0.4683644
PC31 <= 0.2440178
PC99 <= -0.05028043
-> class 0\|2 [0.938]
Rule 40/69: (17.3/0.3, lift 10.2)
PC2 > 2.55875
PC10 > 0.3210255
PC14 <= -1.463531
PC18 > 2.837034
-> class 0\|2 [0.931]
Rule 40/70: (42.6/2.2, lift 10.2)
PC2 > 2.55875
PC15 <= -0.06283547
PC18 <= -0.4683644
PC21 > -0.5166969
PC22 <= 0.6899561
PC28 <= 0.131404
PC37 > -0.801118
PC40 <= 0.6709194
PC47 > -0.2070107
PC51 > -0.09238394
PC68 > -0.7868206
PC76 > -1.858976
PC90 <= 0.3736668
-> class 0\|2 [0.928]
Rule 40/71: (11.3, lift 10.2)
PC2 > 2.55875
PC3 <= 1.640775
PC5 <= -0.4751543
PC7 > -0.7224794
PC16 > 0.3789839
PC47 <= -0.1833746
-> class 0\|2 [0.924]
Rule 40/72: (10.4, lift 10.1)
PC2 > 2.55875
PC3 <= 1.640775
PC5 <= 2.657567
PC11 > 0.3076571
PC15 <= -0.06283547
PC76 > -1.858976
-> class 0\|2 [0.919]
Rule 40/73: (21.4/1, lift 10.1)
PC16 > 0.3789839
PC18 <= -0.4683644
PC21 > -0.5166969
PC22 <= 0.6899561
PC28 <= -1.949466
PC51 > -0.09238394
-> class 0\|2 [0.915]
Rule 40/74: (43.3/3.2, lift 10.0)
PC4 > -7.600563
PC4 <= -6.574867
PC18 <= -0.4683644
PC37 > -0.08754099
PC46 > -0.229776
PC56 <= 0.6521698
-> class 0\|2 [0.908]
Rule 40/75: (105.4/8.9, lift 10.0)
PC2 > 2.55875
PC3 <= 1.640775
PC5 > 2.657567
PC18 <= -0.4683644
PC39 > -1.323409
-> class 0\|2 [0.907]
Rule 40/76: (66/6.1, lift 9.9)
PC2 > 2.55875
PC3 <= 1.640775
PC15 > -0.06283547
PC18 <= -0.4683644
PC55 <= 0.1656174
PC61 <= -0.4428779
PC98 <= 0.6952597
-> class 0\|2 [0.896]
Rule 40/77: (18.2/1.3, lift 9.8)
PC2 > 2.55875
PC3 <= 1.640775
PC15 <= -0.06283547
PC17 > -0.7806586
PC18 <= -0.4683644
PC28 > 0.2431758
PC45 > -2.283498
PC85 <= 1.419576
-> class 0\|2 [0.887]
Rule 40/78: (6.6, lift 9.7)
PC18 > 2.837034
PC73 <= -4.510653
-> class 0\|2 [0.883]
Rule 40/79: (68.9/8.6, lift 9.5)
PC2 > 2.55875
PC3 <= 1.640775
PC7 > -0.7224794
PC15 > -0.06283547
PC18 <= -0.4683644
PC55 > 0.1656174
PC94 <= -0.03310882
-> class 0\|2 [0.864]
Rule 40/80: (39.8/4.9, lift 9.5)
PC2 > 2.55875
PC9 > 0.6222456
PC18 <= -0.4683644
PC55 <= 0.1656174
PC98 <= 0.6952597
-> class 0\|2 [0.860]
Rule 40/81: (178.3/25.4, lift 9.4)
PC2 > 2.55875
PC3 <= -1.949545
PC4 > -10.11412
PC5 > -0.6956649
PC10 <= 0.3210255
PC17 <= 1.610517
PC18 > -0.4683644
PC18 <= 1.10851
PC32 <= -0.1293325
PC44 <= 0.7506639
PC67 > -0.2188148
-> class 0\|2 [0.854]
Rule 40/82: (22.2/3.3, lift 9.1)
PC10 <= -7.05502
PC18 <= -0.4683644
PC55 <= 0.1656174
-> class 0\|2 [0.823]
Rule 40/83: (103.4/18.9, lift 8.9)
PC2 > 2.55875
PC3 <= 1.640775
PC8 <= 0.07870036
PC11 <= -0.1574323
PC18 > -0.4683644
PC18 <= 2.837034
PC42 > -2.565637
-> class 0\|2 [0.811]
Rule 40/84: (68.5/12.9, lift 8.8)
PC13 > 11.79328
PC18 > -0.4683644
-> class 0\|2 [0.803]
Rule 40/85: (32.5, lift 10.6)
PC7 > -0.7224794
PC15 > -0.06283547
PC17 <= -2.118566
PC37 <= 1.119512
PC55 > 0.1656174
PC62 <= 0.7603374
-> class 0\|3 [0.971]
Rule 40/86: (565.6/26.3, lift 10.4)
PC4 > -6.574867
PC5 <= 2.657567
PC7 > -0.7224794
PC11 <= 0.3076571
PC15 <= -0.06283547
PC17 <= -0.7806586
PC18 <= -0.4683644
PC21 > -0.5166969
PC28 > 0.2431758
PC37 <= 1.744585
-> class 0\|3 [0.952]
Rule 40/87: (180.5/12.4, lift 10.1)
PC4 > -7.600563
PC15 <= -0.06283547
PC17 <= -0.7806586
PC21 > -0.5166969
PC28 > 0.2431758
PC45 > -2.283498
PC56 > 0.6521698
PC91 > -1.701883
-> class 0\|3 [0.926]
Rule 40/88: (427.4/190.3, lift 6.1)
PC2 > 2.55875
PC3 <= -1.949545
PC18 <= 1.10851
PC67 <= -0.2188148
-> class 0\|3 [0.554]
Rule 40/89: (7707/5889.8, lift 2.6)
PC2 > 2.55875
-> class 0\|3 [0.236]
Rule 40/90: (140.5, lift 22.7)
PC1 > -0.3062993
PC2 <= 2.55875
PC5 <= 12.1829
PC10 > -0.7514341
PC16 <= -1.9052
PC51 <= -0.7378237
PC55 > -1.986646
-> class 1\|0 [0.993]
Rule 40/91: (94.3, lift 22.6)
PC2 <= 2.55875
PC3 > 0.5328193
PC3 <= 0.6536878
PC14 <= -0.02545058
PC16 > -1.9052
PC80 <= -0.05575211
-> class 1\|0 [0.990]
Rule 40/92: (91, lift 22.6)
PC3 > 1.640775
PC16 <= -0.02323213
PC20 > -0.2538115
PC22 > 0.1960181
PC65 > 0.002032522
PC96 > 0.5281888
-> class 1\|0 [0.989]
Rule 40/93: (84.2, lift 22.5)
PC1 > -0.3062993
PC6 <= -2.720929
PC11 <= -2.309642
-> class 1\|0 [0.988]
Rule 40/94: (80, lift 22.5)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.02323213
PC18 > 0.1217525
PC37 > 0.3320616
PC70 <= 1.215388
PC80 > -0.5794703
PC86 > -2.270193
-> class 1\|0 [0.988]
Rule 40/95: (45.4, lift 22.3)
PC2 <= 2.55875
PC5 <= 12.1829
PC13 <= 0.2095596
PC16 <= -1.9052
PC17 <= -1.030349
PC19 <= 1.379118
PC28 <= 0.2567424
PC55 > -1.986646
PC59 <= 0.2448767
PC86 > -2.373453
-> class 1\|0 [0.979]
Rule 40/96: (76.9/4.1, lift 21.3)
PC3 > 1.640775
PC16 <= -0.02323213
PC22 > 0.1960181
PC52 > 0.5853952
PC96 <= 0.5281888
-> class 1\|0 [0.936]
Rule 40/97: (11.1, lift 21.1)
PC3 > 1.640775
PC16 <= -0.02323213
PC24 > 3.029221
PC37 <= 0.3320616
-> class 1\|0 [0.924]
Rule 40/98: (24.4/1.3, lift 20.8)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.02323213
PC60 > 0.8443592
PC96 <= 0.5281888
-> class 1\|0 [0.912]
Rule 40/99: (209.2/18.3, lift 20.7)
PC1 > -0.3062993
PC10 <= 1.023987
PC16 <= -1.9052
PC19 > 1.379118
PC47 <= 2.192351
PC59 <= 0.2448767
PC91 > -0.4964139
-> class 1\|0 [0.909]
Rule 40/100: (8.7, lift 20.7)
PC1 > -0.3062993
PC6 <= -2.720929
PC49 <= -1.834075
-> class 1\|0 [0.906]
Rule 40/101: (114.6/12.7, lift 20.1)
PC2 <= 2.55875
PC3 > 0.5328193
PC12 > 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
PC19 > -1.359134
PC68 > -1.778123
PC77 > -0.1097197
-> class 1\|0 [0.883]
Rule 40/102: (85.3/13, lift 19.1)
PC2 <= 2.55875
PC6 <= -6.495093
PC71 > -0.5082814
-> class 1\|0 [0.839]
Rule 40/103: (112.3, lift 12.7)
PC1 > -0.3062993
PC12 > 3.053814
PC16 > -1.9052
PC64 <= -0.3901878
-> class 1\|1 [0.991]
Rule 40/104: (90.6/0.4, lift 12.6)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 > -6.495093
PC6 <= -2.720929
PC10 > -0.7514341
PC11 > -2.309642
PC16 > -1.9052
PC17 <= 1.976648
PC49 > -1.834075
PC53 > -2.128394
PC71 > -0.5082814
-> class 1\|1 [0.985]
Rule 40/105: (180.9/3.8, lift 12.4)
PC2 > 2.55875
PC3 > 1.640775
PC51 > -0.7704938
PC97 > 1.842136
-> class 1\|1 [0.974]
Rule 40/106: (31.6, lift 12.4)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.02323213
PC18 <= 0.1217525
PC37 > 0.3320616
PC96 <= 0.5281888
-> class 1\|1 [0.970]
Rule 40/107: (26.6, lift 12.3)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -2.720929
PC10 > -0.7514341
PC16 > -1.9052
PC19 > -1.701964
PC49 <= -0.333919
-> class 1\|1 [0.965]
Rule 40/108: (61/1.5, lift 12.3)
PC3 > 0.6536878
PC12 > 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
PC77 <= -0.1097197
PC90 <= 0.5809461
-> class 1\|1 [0.960]
Rule 40/109: (35.3/1, lift 12.1)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -2.720929
PC8 <= 0.3146408
PC9 > 0.2791091
PC10 > -0.7514341
PC12 <= 3.053814
PC19 > -1.701964
-> class 1\|1 [0.947]
Rule 40/110: (309.7/15.4, lift 12.1)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.02323213
PC22 <= 0.1960181
PC81 > -0.6189995
-> class 1\|1 [0.947]
Rule 40/111: (210.6/10.3, lift 12.1)
PC2 > 2.55875
PC3 > 1.640775
PC38 > -0.05721955
PC51 > 0.5926122
-> class 1\|1 [0.947]
Rule 40/112: (55.2/2.5, lift 12.0)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.02323213
PC16 <= 1.458506
PC38 <= -0.05721955
PC51 > -0.7704938
-> class 1\|1 [0.938]
Rule 40/113: (14.9/0.1, lift 11.9)
PC3 > 0.6536878
PC12 <= 0.8543217
PC16 <= 0.8572028
PC66 > -0.06003783
PC81 <= -0.9443878
-> class 1\|1 [0.934]
Rule 40/114: (12.7, lift 11.9)
PC3 > 1.640775
PC16 <= -0.02323213
PC20 <= -0.2538115
PC96 > 0.5281888
-> class 1\|1 [0.932]
Rule 40/115: (153.4/10.4, lift 11.8)
PC1 > -0.3062993
PC16 <= 0.8572028
PC63 <= -2.120183
PC66 <= -0.06003783
-> class 1\|1 [0.927]
Rule 40/116: (436.2/47.7, lift 11.4)
PC2 > 2.55875
PC3 > 1.640775
PC16 <= -0.02323213
PC24 <= 3.029221
PC37 <= 0.3320616
PC52 <= 0.5853952
PC60 <= 0.8443592
PC96 <= 0.5281888
-> class 1\|1 [0.889]
Rule 40/117: (5.5, lift 11.1)
PC1 > -0.3062993
PC2 <= 2.55875
PC10 <= -0.7514341
PC18 > 0.2041752
PC50 <= -0.5380409
-> class 1\|1 [0.867]
Rule 40/118: (93.8/12.9, lift 10.9)
PC3 > 0.6536878
PC10 > -0.7514341
PC12 <= 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
PC38 <= -0.07009736
PC66 > -0.06003783
-> class 1\|1 [0.854]
Rule 40/119: (1561.9/654.3, lift 7.4)
PC1 > -0.3062993
PC16 <= -1.9052
-> class 1\|1 [0.581]
Rule 40/120: (92, lift 16.3)
PC2 > 2.55875
PC3 > 1.640775
PC16 > -0.02323213
PC38 > -0.05721955
PC51 > -0.7704938
PC51 <= 0.5926122
PC97 <= 1.842136
-> class 1\|2 [0.989]
Rule 40/121: (97.7/0.3, lift 16.3)
PC3 > 0.5328193
PC8 > 2.168117
PC12 <= 3.053814
PC16 > 0.8572028
PC57 > -1.608453
PC80 > -0.8133302
-> class 1\|2 [0.987]
Rule 40/122: (144.6/0.9, lift 16.3)
PC3 > 0.5328193
PC5 <= 2.600602
PC16 > 0.8572028
PC18 <= 0.2204432
PC22 <= 4.472173
PC34 > -0.7192637
PC43 > -0.5683967
PC59 <= 0.5621021
PC100 > 0.4936143
-> class 1\|2 [0.987]
Rule 40/123: (56.5, lift 16.2)
PC2 > 2.55875
PC3 > 1.640775
PC16 > 1.458506
PC51 > -0.7704938
-> class 1\|2 [0.983]
Rule 40/124: (54.4, lift 16.2)
PC2 <= 2.55875
PC3 > 0.5328193
PC12 > 0.8543217
PC16 > -1.9052
PC57 > -1.608453
PC90 > 0.5809461
-> class 1\|2 [0.982]
Rule 40/125: (36.8, lift 16.1)
PC1 > -0.3062993
PC2 <= 2.55875
PC91 <= -2.336851
-> class 1\|2 [0.974]
Rule 40/126: (30.3, lift 16.0)
PC5 > 12.1829
PC28 <= 0.2567424
PC95 <= -0.0869053
-> class 1\|2 [0.969]
Rule 40/127: (164.6/5, lift 15.9)
PC2 <= 2.55875
PC5 > 2.600602
PC6 > -2.720929
PC12 <= 3.053814
PC16 > 0.8572028
PC65 <= 1.003645
-> class 1\|2 [0.964]
Rule 40/128: (22.3, lift 15.8)
PC2 <= 2.55875
PC4 > 0.8657938
PC6 > -2.720929
PC16 > 0.8572028
-> class 1\|2 [0.959]
Rule 40/129: (23.8, lift 15.8)
PC1 > -0.3062993
PC3 > 0.5328193
PC6 > -2.720929
PC12 <= 0.8543217
PC16 <= 0.8572028
PC38 > -0.07009736
PC66 > -0.06003783
PC82 > 0.265467
-> class 1\|2 [0.958]
Rule 40/130: (21.7, lift 15.8)
PC2 <= 2.55875
PC3 > 0.5328193
PC6 > -1.776048
PC100 > -0.004760643
PC100 <= 0.003668455
-> class 1\|2 [0.958]
Rule 40/131: (55.8/1.8, lift 15.7)
PC8 <= -1.538053
PC10 <= -0.7514341
PC18 <= 0.2041752
PC50 <= -0.5380409
-> class 1\|2 [0.951]
Rule 40/132: (30.2/1, lift 15.5)
PC1 > -0.3062993
PC6 > 9.515741
PC16 > 0.8572028
PC16 <= 1.936407
PC100 <= -0.004760643
-> class 1\|2 [0.938]
Rule 40/133: (130.8/7.9, lift 15.4)
PC3 > 1.640775
PC6 <= -1.562697
PC15 > -1.554214
PC16 > -0.02323213
PC46 <= 0.5105799
PC51 <= -0.7704938
PC96 <= 3.152575
-> class 1\|2 [0.933]
Rule 40/134: (13.8/0.6, lift 14.8)
PC2 <= 2.55875
PC16 <= -1.9052
PC28 > 0.2567424
-> class 1\|2 [0.896]
Rule 40/135: (18.7/1.3, lift 14.7)
PC2 <= 2.55875
PC17 > 4.380939
PC57 > -1.608453
-> class 1\|2 [0.889]
Rule 40/136: (219.6/28.1, lift 14.3)
PC2 <= 2.55875
PC3 > 0.5328193
PC4 > -0.257257
PC6 > -1.776048
PC12 <= 3.053814
PC16 > 0.8572028
PC18 <= 0.2204432
PC34 > -0.7192637
PC43 > -0.5683967
PC59 <= 0.5621021
PC80 > -0.8133302
PC100 > -0.004760643
-> class 1\|2 [0.869]
Rule 40/137: (5.1, lift 14.2)
PC3 > 0.5328193
PC12 > 0.8543217
PC19 <= -1.359134
-> class 1\|2 [0.860]
Rule 40/138: (16.7/4.3, lift 11.8)
PC1 > -0.3062993
PC10 > -0.7514341
PC12 > 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
PC68 <= -1.778123
-> class 1\|2 [0.716]
Rule 40/139: (651.5/286.6, lift 9.2)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 > -2.720929
PC10 > -0.7514341
PC12 <= 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
-> class 1\|2 [0.560]
Rule 40/140: (96.4, lift 16.7)
PC1 > -0.3062993
PC3 > 0.5328193
PC4 <= 0.8657938
PC5 <= 2.600602
PC6 > -2.720929
PC6 <= -1.776048
PC16 > 0.8572028
-> class 1\|3 [0.990]
Rule 40/141: (93.5/2, lift 16.3)
PC2 > 2.55875
PC3 > 1.640775
PC15 <= -1.554214
PC51 <= -0.7704938
-> class 1\|3 [0.968]
Rule 40/142: (115.9/3.1, lift 16.3)
PC2 <= 2.55875
PC3 > 0.6536878
PC6 > -2.720929
PC12 <= 0.8543217
PC16 > -1.9052
PC16 <= 0.8572028
PC38 > -0.07009736
PC66 > -0.06003783
PC77 > -0.2581331
PC81 > -0.9443878
PC82 > -0.3944701
PC82 <= 0.265467
PC94 > -0.3893894
-> class 1\|3 [0.965]
Rule 40/143: (18, lift 16.0)
PC1 > -0.3062993
PC8 > -1.538053
PC10 <= -0.7514341
PC11 > 2.674987
PC45 > -0.3381426
-> class 1\|3 [0.950]
Rule 40/144: (17.1, lift 16.0)
PC1 > -0.3062993
PC4 <= 0.8657938
PC5 <= 2.600602
PC16 > 0.8572028
PC43 <= 0.1280135
PC100 > 0.3962946
PC100 <= 0.4936143
-> class 1\|3 [0.948]
Rule 40/145: (14.8, lift 15.9)
PC2 > 2.55875
PC3 > 1.640775
PC46 > 0.5105799
PC51 <= -0.7704938
-> class 1\|3 [0.940]
Rule 40/146: (12.5, lift 15.6)
PC2 > 2.55875
PC3 > 1.640775
PC6 > -1.562697
PC15 > -1.554214
PC51 <= -0.7704938
-> class 1\|3 [0.927]
Rule 40/147: (10.7, lift 15.5)
PC1 > -0.3062993
PC2 <= 2.55875
PC3 > 0.5328193
PC3 <= 0.6536878
PC10 > -0.7514341
PC14 > -0.02545058
PC80 <= -0.05575211
-> class 1\|3 [0.921]
Rule 40/148: (5.5, lift 14.6)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -1.063813
PC10 > -0.7514341
PC19 <= -1.701964
PC29 <= -0.09325928
-> class 1\|3 [0.867]
Rule 40/149: (38.9/6.3, lift 13.8)
PC2 <= 2.55875
PC10 <= -0.7514341
PC25 <= -0.2443843
PC50 > -0.5380409
-> class 1\|3 [0.821]
Rule 40/150: (8.4/2.6, lift 11.0)
PC1 > -0.3062993
PC2 <= 2.55875
PC10 > -0.7514341
PC13 > 0.2095596
PC16 <= -1.9052
-> class 1\|3 [0.652]
Rule 40/151: (4808.8/3760, lift 3.7)
PC1 > -0.3062993
PC2 <= 2.55875
-> class 1\|3 [0.218]
Rule 40/152: (201, lift 13.4)
PC6 <= 2.972452
PC8 > 1.988585
PC11 > -0.9337804
PC21 > -0.2479957
PC28 <= 0.1391531
PC40 > -0.7027203
PC64 <= -0.6965929
-> class 2\|0 [0.995]
Rule 40/153: (55.4, lift 13.3)
PC8 > 1.988585
PC11 > -0.9337804
PC20 <= 0.06215784
PC21 > 1.246778
PC62 <= 1.076832
PC74 > -0.451249
PC92 <= -0.1002846
PC94 <= 0.6989768
PC98 > -0.6009077
-> class 2\|0 [0.983]
Rule 40/154: (325.9/5.4, lift 13.2)
PC2 <= 2.55875
PC8 > 1.988585
PC11 > -0.9337804
PC21 > -0.2479957
PC26 <= 2.820314
PC28 <= 0.1391531
PC56 <= 0.003246585
PC59 <= 0.3052286
PC62 > -1.254039
PC70 <= 0.007379178
PC95 > -0.3872508
-> class 2\|0 [0.980]
Rule 40/155: (502.4/12.6, lift 13.1)
PC8 > 1.988585
PC11 > -0.9337804
PC12 > -2.039887
PC20 <= 0.06215784
PC21 > 0.8012937
PC28 <= 0.1391531
PC46 <= 1.247979
PC62 <= 1.076832
PC74 > -0.451249
PC92 > -0.1002846
PC94 <= 0.6989768
PC98 > -0.6009077
-> class 2\|0 [0.973]
Rule 40/156: (79.1/1.4, lift 13.1)
PC8 > 1.988585
PC11 > -0.3755941
PC21 > 0.1438013
PC21 <= 0.8012937
PC23 > -0.8198137
PC56 <= 0.003246585
PC59 <= 0.3052286
PC63 <= 0.002657995
PC70 > 0.007379178
PC95 > -0.3872508
-> class 2\|0 [0.971]
Rule 40/157: (32.5/0.3, lift 13.0)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC25 <= -0.1151094
PC28 > -0.1586925
PC32 > 1.071236
-> class 2\|0 [0.963]
Rule 40/158: (24.4, lift 13.0)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 <= -2.720929
PC43 > 0.7139086
PC63 <= 0.01857104
PC71 <= -0.5082814
-> class 2\|0 [0.962]
Rule 40/159: (21.7, lift 12.9)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC28 > -0.1586925
PC32 > 1.071236
PC49 <= 0.3436811
PC57 > 0.5347337
-> class 2\|0 [0.958]
Rule 40/160: (14.9, lift 12.7)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 <= -2.720929
PC53 <= -2.128394
PC71 > -0.5082814
-> class 2\|0 [0.941]
Rule 40/161: (455.8/32.7, lift 12.5)
PC1 <= -0.3062993
PC6 <= 2.972452
PC8 > 1.988585
PC11 > -0.9337804
PC12 > -2.039887
PC20 <= 0.06215784
PC21 > 0.8012937
PC26 <= 2.820314
PC28 <= 0.1391531
PC45 <= 0.4387002
PC46 <= 1.247979
PC79 <= 0.08947609
PC94 <= 0.6989768
PC98 > -0.6009077
-> class 2\|0 [0.926]
Rule 40/162: (19.1/1.3, lift 12.0)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -2.720929
PC8 > 0.3146408
PC16 > -1.9052
PC19 > -1.701964
PC49 > -0.333919
PC59 <= 0.02899233
-> class 2\|0 [0.893]
Rule 40/163: (29/11, lift 8.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC42 > -1.070304
PC47 <= -1.078867
-> class 2\|0 [0.613]
Rule 40/164: (1424.2/885.2, lift 5.1)
PC2 <= 2.55875
PC8 > -1.538053
PC10 <= -0.7514341
-> class 2\|0 [0.379]
Rule 40/165: (191.2/0.7, lift 10.4)
PC1 <= -0.3062993
PC8 > 1.988585
PC11 > -0.9337804
PC21 <= 0.8012937
PC56 > 0.003246585
PC100 <= 0.5877429
-> class 2\|1 [0.991]
Rule 40/166: (86.1, lift 10.4)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 <= -0.2479957
PC41 > -0.4702227
-> class 2\|1 [0.989]
Rule 40/167: (91.8, lift 10.4)
PC1 <= -0.3062993
PC8 > 1.988585
PC11 <= -0.9337804
PC21 > -0.2479957
-> class 2\|1 [0.989]
Rule 40/168: (95.3, lift 10.4)
PC6 <= 2.972452
PC8 > 1.988585
PC11 > -0.9337804
PC21 > -0.2479957
PC21 <= 0.8012937
PC63 > 0.002657995
PC70 > 0.007379178
PC98 > -0.6009077
-> class 2\|1 [0.989]
Rule 40/169: (76.1, lift 10.4)
PC1 <= -0.3062993
PC8 > 1.988585
PC12 <= -2.039887
PC21 > -0.2479957
-> class 2\|1 [0.987]
Rule 40/170: (60.3, lift 10.3)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 <= -2.720929
PC10 > -0.7514341
PC43 > 0.7139086
PC63 > 0.01857104
PC71 <= -0.5082814
-> class 2\|1 [0.984]
Rule 40/171: (56.7, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC45 <= 0.4387002
PC64 > -0.6965929
PC74 <= -0.451249
PC79 > 0.08947609
-> class 2\|1 [0.982]
Rule 40/172: (53.2, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC20 > 0.06215784
PC21 > 0.8012937
PC64 > -0.6965929
-> class 2\|1 [0.982]
Rule 40/173: (50.7, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC11 <= -0.3755941
PC21 > -0.2479957
PC21 <= 0.8012937
PC98 > -0.6009077
-> class 2\|1 [0.981]
Rule 40/174: (50.6, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC20 <= -0.5594636
-> class 2\|1 [0.981]
Rule 40/175: (156.6/2.2, lift 10.3)
PC1 <= -0.3062993
PC8 > 0.4582416
PC11 <= -0.746653
PC28 > -0.1586925
PC40 > -1.036586
PC70 <= 0.3621499
PC98 > 0.1374995
-> class 2\|1 [0.980]
Rule 40/176: (181.8/2.8, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC11 > -3.149428
PC22 > -1.11229
PC28 > -0.1586925
PC32 <= 1.071236
PC47 > -1.078867
PC54 <= 0.1664367
PC57 > -0.01176258
PC63 > -0.01101676
PC77 > -0.997831
PC88 <= 0.4998176
-> class 2\|1 [0.979]
Rule 40/177: (191.5/3.4, lift 10.3)
PC1 <= -0.3062993
PC8 > 0.4582416
PC8 <= 1.988585
PC11 > -0.746653
PC16 > -0.7537116
PC32 <= 1.071236
PC37 > -0.5020879
PC40 > -1.036586
PC50 > -0.3606323
PC54 > -1.416522
PC57 <= -0.01176258
PC69 <= 0.3414271
PC70 <= 0.3621499
PC74 > -1.380646
-> class 2\|1 [0.977]
Rule 40/178: (67.3/0.7, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 <= -0.2479957
PC22 > -0.6593103
PC97 <= 1.213763
-> class 2\|1 [0.976]
Rule 40/179: (40, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 <= 0.8012937
PC95 <= -0.3872508
-> class 2\|1 [0.976]
Rule 40/180: (74/0.8, lift 10.3)
PC1 <= -0.3062993
PC8 > -0.2387235
PC12 > -2.039887
PC21 > 0.8012937
PC46 > 1.247979
PC94 <= 0.6989768
PC98 > -0.6009077
-> class 2\|1 [0.976]
Rule 40/181: (37.6, lift 10.2)
PC1 <= -0.3062993
PC8 > 0.4582416
PC32 <= 1.071236
PC57 <= -0.01176258
PC81 <= -0.2378326
PC98 <= 0.1374995
-> class 2\|1 [0.975]
Rule 40/182: (38.1, lift 10.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 > -0.2479957
PC26 > 2.820314
PC64 > -0.6965929
-> class 2\|1 [0.975]
Rule 40/183: (58.1/0.6, lift 10.2)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 > -0.2479957
PC21 <= 0.1438013
PC64 > -0.6965929
PC70 > 0.007379178
-> class 2\|1 [0.974]
Rule 40/184: (105.7/1.9, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC11 > -3.149428
PC17 <= 0.4120866
PC44 > 0.4090476
PC47 > -1.078867
PC57 > -0.01176258
PC65 <= 0.6440118
PC83 > -0.3396877
-> class 2\|1 [0.973]
Rule 40/185: (33.6, lift 10.2)
PC1 <= -0.3062993
PC6 > 2.972452
PC8 > 1.988585
-> class 2\|1 [0.972]
Rule 40/186: (34.6/0.2, lift 10.2)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -2.720929
PC8 > 0.3146408
PC10 > -0.7514341
PC16 > -1.9052
PC19 > -1.701964
PC49 > -0.333919
PC59 > 0.02899233
-> class 2\|1 [0.968]
Rule 40/187: (48.5/0.6, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 0.4582416
PC32 <= 1.071236
PC34 > 0.8183829
-> class 2\|1 [0.967]
Rule 40/188: (23.9, lift 10.1)
PC2 <= 2.55875
PC8 > -0.2387235
PC57 <= -0.01176258
PC64 <= -1.353724
PC69 <= 0.3414271
-> class 2\|1 [0.961]
Rule 40/189: (124.6/4.2, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC11 > -0.9337804
PC21 > -0.2479957
PC28 > 0.1391531
-> class 2\|1 [0.959]
Rule 40/190: (23.1/0.1, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC21 > 0.1438013
PC21 <= 0.8012937
PC23 <= -0.8198137
PC26 <= 2.820314
PC28 <= 0.1391531
PC56 <= 0.003246585
PC64 > -0.6965929
PC70 > 0.007379178
PC98 > -0.6009077
-> class 2\|1 [0.955]
Rule 40/191: (100.2/4, lift 10.0)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 > -0.2479957
PC21 <= 0.8012937
PC59 > 0.3052286
-> class 2\|1 [0.951]
Rule 40/192: (86.2/3.8, lift 9.9)
PC1 <= -0.3062993
PC8 > 1.988585
PC62 > 1.076832
-> class 2\|1 [0.946]
Rule 40/193: (15, lift 9.9)
PC1 <= -0.3062993
PC5 > 1.537898
PC8 > 0.4582416
PC8 <= 1.988585
PC40 <= -1.036586
-> class 2\|1 [0.941]
Rule 40/194: (33.2/1.1, lift 9.9)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC21 > 0.8012937
PC45 > 0.4387002
-> class 2\|1 [0.941]
Rule 40/195: (13.6, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 <= -0.2387235
PC56 <= 0.184236
PC57 > -0.100883
PC69 <= -0.2731649
PC76 > -0.1890164
PC77 <= 2.041648
-> class 2\|1 [0.936]
Rule 40/196: (120.5/7.2, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC22 > -1.11229
PC32 <= 1.071236
PC42 > -1.070304
PC44 <= 0.4090476
PC49 > -0.5749342
PC57 > -0.01176258
PC62 > -1.651388
PC77 > -0.997831
PC88 <= 0.4998176
PC97 > -0.09843639
-> class 2\|1 [0.933]
Rule 40/197: (12, lift 9.8)
PC2 <= -9.299492
PC8 > -0.2387235
PC57 <= -0.01176258
-> class 2\|1 [0.929]
Rule 40/198: (84.7/6.1, lift 9.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC25 > -0.1151094
PC32 > 1.071236
PC49 <= 0.3436811
PC57 <= 0.5347337
-> class 2\|1 [0.918]
Rule 40/199: (10.2, lift 9.6)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC54 <= -2.676949
PC57 <= -0.100883
-> class 2\|1 [0.918]
Rule 40/200: (103.6/8, lift 9.6)
PC1 <= -0.3062993
PC8 > 0.4582416
PC8 <= 1.988585
PC10 <= -0.06631039
PC32 <= 1.071236
PC57 <= -0.01176258
PC69 <= 0.3414271
-> class 2\|1 [0.915]
Rule 40/201: (9.1, lift 9.6)
PC1 > -0.3062993
PC3 <= 0.5328193
PC10 > -0.7514341
PC94 > 0.7497886
-> class 2\|1 [0.910]
Rule 40/202: (102.4/8.7, lift 9.5)
PC1 <= -0.3062993
PC8 > 0.4582416
PC11 <= -0.746653
PC37 > -0.5020879
PC40 > -1.036586
PC57 <= -0.01176258
PC58 <= 0.05655083
PC95 <= 0.1178917
-> class 2\|1 [0.907]
Rule 40/203: (78.8/6.7, lift 9.5)
PC1 <= -0.3062993
PC8 > 1.988585
PC94 > 0.6989768
-> class 2\|1 [0.905]
Rule 40/204: (132.2/14.3, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > 1.277736
PC8 <= 1.988585
PC32 <= 1.071236
PC47 > -1.078867
PC57 > -0.01176258
PC62 > -1.651388
-> class 2\|1 [0.886]
Rule 40/205: (6.4, lift 9.3)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 <= 0.8012937
PC26 <= 2.820314
PC62 <= -1.254039
PC64 > -0.6965929
PC70 <= 0.007379178
-> class 2\|1 [0.881]
Rule 40/206: (28.9/3.7, lift 8.9)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC32 > 1.590739
PC56 > 0.1648983
-> class 2\|1 [0.848]
Rule 40/207: (36.6/5.3, lift 8.8)
PC1 <= -0.3062993
PC8 > 1.988585
PC98 <= -0.6009077
-> class 2\|1 [0.837]
Rule 40/208: (8.8/1, lift 8.6)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 0.4582416
PC28 > -0.1586925
PC28 <= -0.127678
-> class 2\|1 [0.817]
Rule 40/209: (33.2/6.3, lift 8.3)
PC8 > 1.988585
PC21 > 0.8012937
PC21 <= 1.246778
PC26 <= 2.820314
PC46 <= 1.247979
PC92 <= -0.1002846
-> class 2\|1 [0.792]
Rule 40/210: (16.3/3.8, lift 7.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 <= -0.2387235
PC34 > 0.4770484
PC57 <= -0.100883
PC60 <= -0.02762962
PC64 <= -0.1138732
PC90 > -0.6439952
-> class 2\|1 [0.736]
Rule 40/211: (29.6/9.3, lift 7.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC38 > 0.8448499
PC57 > -0.100883
PC77 <= 2.041648
PC94 <= -0.6976095
-> class 2\|1 [0.676]
Rule 40/212: (20.5/7.4, lift 6.6)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC28 <= -0.1586925
-> class 2\|1 [0.627]
Rule 40/213: (148.9/55.7, lift 6.6)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > 0.4582416
PC8 <= 1.988585
PC34 <= -0.3117416
-> class 2\|1 [0.624]
Rule 40/214: (76.6, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC11 <= 2.193121
PC57 <= -0.100883
PC59 <= 0.1036584
PC64 > 0.07111408
-> class 2\|2 [0.987]
Rule 40/215: (68.6, lift 10.7)
PC1 <= -0.3062993
PC4 <= 0.06614472
PC8 > -2.966951
PC8 <= -0.2387235
PC16 > -0.6118394
PC28 > 0.05333866
PC29 <= 0.2788967
PC30 <= 0.4858133
PC47 > -0.8951707
PC57 > -0.100883
PC69 > -0.2731649
PC91 <= 0.5310939
PC94 > -0.6976095
-> class 2\|2 [0.986]
Rule 40/216: (238.4/2.5, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC3 > -1.661317
PC6 <= 7.141766
PC8 > -2.966951
PC8 <= -0.2387235
PC32 <= 1.590739
PC47 <= 0.3486455
PC57 <= -0.100883
PC60 <= -0.02762962
PC64 > -0.1138732
PC77 > -2.478437
-> class 2\|2 [0.985]
Rule 40/217: (140.3/1.6, lift 10.7)
PC1 <= -0.3062993
PC8 > 0.4582416
PC8 <= 1.988585
PC11 <= -0.746653
PC28 > -0.1586925
PC50 <= 0.2063677
PC57 <= -0.01176258
PC58 > 0.05655083
PC81 > -0.2378326
PC98 <= 0.1374995
-> class 2\|2 [0.982]
Rule 40/218: (47.1, lift 10.6)
PC1 > -0.3062993
PC2 <= 2.55875
PC3 <= 0.5328193
PC6 > -2.720929
PC8 <= 0.3146408
PC9 <= 0.2791091
PC10 > -0.7514341
PC19 > -1.701964
PC63 <= 0.1939764
PC83 <= -0.1399133
-> class 2\|2 [0.980]
Rule 40/219: (25.5, lift 10.5)
PC1 <= -0.3062993
PC8 > -2.966951
PC8 <= -0.2387235
PC11 > 2.193121
PC54 > -2.676949
PC57 <= -0.100883
PC60 > -0.02762962
PC100 <= 3.153183
-> class 2\|2 [0.964]
Rule 40/220: (27.1/0.2, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC16 > -0.6118394
PC23 > 2.320096
-> class 2\|2 [0.960]
Rule 40/221: (284.4/11.3, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.55875
PC3 > -1.661317
PC6 <= 7.141766
PC8 > -2.966951
PC8 <= -0.2387235
PC32 <= 1.590739
PC34 <= 0.4770484
PC47 <= 0.3486455
PC57 <= -0.100883
PC60 <= -0.02762962
PC77 > -2.478437
PC90 > -0.6439952
-> class 2\|2 [0.957]
Rule 40/222: (89.4/3.6, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC16 > -0.6118394
PC20 > 0.1418101
PC57 > -0.100883
PC60 <= 1.053021
PC63 > 0.0702319
PC88 > -0.2710973
PC94 > -0.6976095
-> class 2\|2 [0.949]
Rule 40/223: (32.5/0.9, lift 10.2)
PC1 <= -0.3062993
PC2 > -8.261213
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC57 > -0.100883
PC77 > 2.041648
PC100 <= 3.153183
-> class 2\|2 [0.944]
Rule 40/224: (13.4, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.277736
PC17 <= 0.4120866
PC44 <= 0.4090476
PC54 > 0.1664367
PC57 > -0.01176258
PC63 > -0.01101676
-> class 2\|2 [0.935]
Rule 40/225: (12.7, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC57 <= -0.100883
PC59 > 0.1036584
PC60 > -0.02762962
PC100 <= 3.153183
-> class 2\|2 [0.932]
Rule 40/226: (21.4/0.6, lift 10.1)
PC8 <= -2.966951
PC21 <= -1.391175
PC43 <= -0.1303304
PC64 > 0.5843346
-> class 2\|2 [0.930]
Rule 40/227: (10.3, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC22 <= -1.11229
PC44 <= 0.4090476
PC57 > -0.01176258
-> class 2\|2 [0.919]
Rule 40/228: (51.1/3.9, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC27 > -0.1723154
PC32 <= 1.590739
PC40 <= -0.7405077
PC45 <= 0.4482573
PC63 <= 0.0702319
PC69 > -0.2731649
PC77 <= 2.041648
-> class 2\|2 [0.908]
Rule 40/229: (159.5/14.2, lift 9.8)
PC1 <= -0.3062993
PC2 > -8.261213
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC15 <= 3.351273
PC32 <= 1.590739
PC33 <= 0.01153639
PC38 <= 0.8448499
PC69 > -0.2731649
PC80 > -1.912223
PC94 <= -0.6976095
PC100 <= 3.153183
-> class 2\|2 [0.906]
Rule 40/230: (109/9.9, lift 9.8)
PC1 <= -2.033402
PC2 > -8.261213
PC8 > -2.966951
PC8 <= -0.2387235
PC9 > -3.237231
PC16 > -0.6118394
PC27 <= -0.1723154
PC28 <= 0.05333866
PC29 <= 0.2788967
PC40 <= 0.1265613
PC45 <= 0.4482573
PC56 > -0.9202267
PC59 > -0.6748875
PC63 <= 0.0702319
PC68 > -0.3091801
PC78 > -0.379254
PC94 > -0.6976095
-> class 2\|2 [0.901]
Rule 40/231: (22/1.8, lift 9.6)
PC1 <= -0.3062993
PC8 > -0.2387235
PC11 <= -3.149428
-> class 2\|2 [0.885]
Rule 40/232: (156.7/21.3, lift 9.3)
PC1 <= -0.3062993
PC2 > -8.261213
PC2 <= -2.423063
PC8 > -2.966951
PC8 <= -0.2387235
PC16 > -0.6118394
PC32 <= 1.590739
PC57 > -0.100883
PC60 <= 1.053021
PC63 > 0.0702319
PC88 > -0.2710973
-> class 2\|2 [0.859]
Rule 40/233: (12.2/1, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.277736
PC44 <= 0.4090476
PC57 > -0.01176258
PC77 <= -0.997831
-> class 2\|2 [0.856]
Rule 40/234: (18.8/2.3, lift 9.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC32 <= 1.590739
PC56 > 0.184236
PC57 > -0.100883
PC69 <= -0.2731649
PC100 <= 3.153183
-> class 2\|2 [0.840]
Rule 40/235: (14.4/2.2, lift 8.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 <= -0.2387235
PC20 > 0.8068646
-> class 2\|2 [0.807]
Rule 40/236: (15.1/2.7, lift 8.5)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.277736
PC28 > -0.1586925
PC32 <= 1.071236
PC44 <= 0.4090476
PC57 > -0.01176258
PC88 > 0.4998176
-> class 2\|2 [0.787]
Rule 40/237: (48.9/11.7, lift 8.1)
PC1 <= -0.3062993
PC8 > 1.988585
PC21 <= -0.2479957
PC22 <= -0.6593103
PC41 <= -0.4702227
-> class 2\|2 [0.750]
Rule 40/238: (10.5/2.6, lift 7.7)
PC1 <= -0.3062993
PC3 <= -1.510694
PC8 <= -2.966951
PC43 > -0.1303304
-> class 2\|2 [0.714]
Rule 40/239: (32.1/9.3, lift 7.6)
PC1 > -4.508612
PC1 <= -0.3062993
PC8 <= -2.966951
PC11 > -4.440385
PC27 <= -0.360985
PC43 <= -0.1303304
-> class 2\|2 [0.697]
Rule 40/240: (19.5/5.8, lift 7.4)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 <= -2.720929
PC43 <= 0.7139086
PC71 <= -0.5082814
-> class 2\|2 [0.684]
Rule 40/241: (52.4/21.6, lift 6.3)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.277736
PC17 <= 0.4120866
PC44 <= 0.4090476
PC57 > -0.01176258
PC63 <= -0.01101676
PC97 <= -0.09843639
-> class 2\|2 [0.585]
Rule 40/242: (956.7/406, lift 6.2)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -0.2387235
PC8 <= 1.988585
PC28 > -0.1586925
PC32 <= 1.071236
PC42 > -1.070304
PC57 <= -0.01176258
-> class 2\|2 [0.575]
Rule 40/243: (92.2/0.2, lift 8.6)
PC2 <= 2.55875
PC8 <= -0.2387235
PC16 > -0.6118394
PC27 <= -0.1723154
PC40 <= 0.1265613
PC57 > -0.100883
PC63 <= 0.0702319
PC77 <= 2.041648
PC78 <= -0.379254
PC94 > -0.6976095
-> class 2\|3 [0.988]
Rule 40/244: (65.4, lift 8.5)
PC1 > -0.3062993
PC2 <= 2.55875
PC10 <= -0.7514341
PC31 <= -0.02151442
PC89 > -0.4082418
-> class 2\|3 [0.985]
Rule 40/245: (41.7, lift 8.5)
PC1 > -0.3062993
PC2 <= 2.55875
PC6 > -2.720929
PC8 <= 0.3146408
PC12 <= 3.053814
PC19 > -1.701964
PC49 > -0.333919
PC63 > 0.1939764
PC83 <= -0.1399133
PC94 <= 0.7497886
-> class 2\|3 [0.977]
Rule 40/246: (32.8, lift 8.4)
PC1 > -0.3062993
PC3 <= 0.5328193
PC6 > -2.720929
PC8 <= 0.3146408
PC9 <= 0.2791091
PC10 > -0.7514341
PC19 > -1.701964
PC43 <= 0.514162
PC49 > -0.333919
PC83 > -0.1399133
-> class 2\|3 [0.971]
Rule 40/247: (65.1/1.3, lift 8.4)
PC2 <= 2.55875
PC10 <= -0.7514341
PC14 > 1.441053
PC25 > -0.2443843
PC50 > -0.5380409
-> class 2\|3 [0.966]
Rule 40/248: (123.8/3.6, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 <= -0.2387235
PC11 > -4.440385
PC11 <= 2.193121
PC57 <= -0.100883
PC59 <= 0.1036584
PC60 > -0.02762962
PC64 <= 0.07111408
-> class 2\|3 [0.963]
Rule 40/249: (223.1/8.2, lift 8.3)
PC2 <= 2.55875
PC8 <= -2.966951
PC39 <= 0.1307474
PC43 <= 1.32201
PC85 <= 0.7335082
PC93 > 0.334274
-> class 2\|3 [0.959]
Rule 40/250: (56.5/5.4, lift 7.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 <= -0.2387235
PC32 <= 1.590739
PC57 > -0.100883
PC69 > -0.2731649
PC77 <= 2.041648
PC91 > 0.5310939
PC94 > -0.6976095
-> class 2\|3 [0.890]
Rule 40/251: (57.2/19.3, lift 5.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC3 > -1.661317
PC8 > -2.966951
PC8 <= -0.2387235
PC32 <= 1.590739
PC47 > 0.3486455
PC60 <= -0.02762962
-> class 2\|3 [0.657]
Rule 40/252: (7422.1/5279.6, lift 2.5)
PC1 <= -0.3062993
PC2 <= 2.55875
-> class 2\|3 [0.289]
Rule 40/253: (12230.9/9931.6, lift 1.6)
PC2 <= 2.55875
-> class 2\|3 [0.188]
Rule 40/254: (360.9, lift 17.4)
PC1 <= -0.3062993
PC11 <= -4.440385
-> class 2\|4 [0.997]
Rule 40/255: (124/0.8, lift 17.2)
PC1 <= -0.3062993
PC8 <= -2.966951
PC12 > -2.124217
PC34 <= 0.3580198
PC35 > -1.782501
PC39 <= 0.1307474
PC43 > 1.32201
-> class 2\|4 [0.986]
Rule 40/256: (155.5/1.7, lift 17.1)
PC8 <= -2.966951
PC40 > -0.1783453
PC43 > -0.1303304
PC85 > 0.7335082
PC94 <= 0.7948714
-> class 2\|4 [0.983]
Rule 40/257: (147.5/3.8, lift 16.9)
PC8 <= -1.538053
PC10 <= -0.7514341
PC14 <= 1.441053
PC25 > -0.2443843
PC31 > -0.02151442
-> class 2\|4 [0.968]
Rule 40/258: (298.8/17.5, lift 16.4)
PC1 <= -0.3062993
PC8 <= -3.147213
PC12 <= 2.750173
PC31 <= 0.7411414
PC39 <= 0.1307474
PC40 > -0.1783453
PC43 > -0.1303304
PC49 <= 0.1726008
PC81 <= 0.3263331
PC85 > 0.06922596
PC93 <= 0.334274
PC94 <= 0.7948714
PC96 <= 0.2911013
-> class 2\|4 [0.938]
Rule 40/259: (33.1/1.4, lift 16.3)
PC1 > -0.3062993
PC8 <= -1.538053
PC10 <= -0.7514341
PC50 > -0.5380409
PC89 <= -0.4082418
-> class 2\|4 [0.932]
Rule 40/260: (12.4, lift 16.2)
PC1 <= -4.508612
PC8 <= -2.966951
PC43 <= -0.1303304
-> class 2\|4 [0.931]
Rule 40/261: (92.8/6.2, lift 16.1)
PC1 <= -2.802627
PC8 <= -3.147213
PC12 <= 2.750173
PC31 <= 0.7411414
PC35 > -1.782501
PC40 > -0.1783453
PC43 > -0.1303304
PC49 <= 0.1726008
PC93 <= 0.334274
PC96 <= 0.2911013
-> class 2\|4 [0.924]
Rule 40/262: (37.3/2.1, lift 16.1)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC16 <= -0.6118394
PC57 > -0.100883
PC73 > 0.2724714
PC77 <= 2.041648
-> class 2\|4 [0.922]
Rule 40/263: (30.1/3, lift 15.2)
PC1 <= -0.3062993
PC2 > -8.261213
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC12 > 0.2889674
PC29 > 0.2788967
PC69 > -0.2731649
-> class 2\|4 [0.874]
Rule 40/264: (5.5, lift 15.1)
PC1 <= -0.3062993
PC8 <= -2.966951
PC45 <= -0.3740209
PC64 > 0.5843346
PC71 <= 5.215353
-> class 2\|4 [0.866]
Rule 40/265: (51.5/7.3, lift 14.7)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC32 > 1.590739
PC56 <= 0.1648983
PC65 > 0.2430443
-> class 2\|4 [0.845]
Rule 40/266: (24.6/4.5, lift 13.8)
PC1 <= -0.3062993
PC2 <= 2.55875
PC8 > -2.966951
PC8 <= -0.2387235
PC28 <= 0.05333866
PC45 > 0.4482573
PC57 > -0.100883
PC77 <= 2.041648
-> class 2\|4 [0.792]
Rule 40/267: (7.9/2.4, lift 11.5)
PC8 <= -2.966951
PC43 <= -0.1303304
PC71 > 5.215353
-> class 2\|4 [0.658]
Default class: 2\|3
----- Trial 41: -----
Rules:
Rule 41/1: (78.6, lift 15.8)
PC3 <= 1.640775
PC13 <= 7.236558
PC17 > 3.811852
PC21 <= 0.4994113
PC22 > -0.3179235
PC43 <= 1.800024
-> class 0\|0 [0.988]
Rule 41/2: (64.6, lift 15.8)
PC13 <= 7.236558
PC18 > 2.885629
PC22 > -0.3179235
PC26 <= 0.6631289
PC33 <= 3.205309
PC47 > -1.610874
PC69 > -1.772592
PC71 > -1.088033
PC91 <= -0.6636472
-> class 0\|0 [0.984]
Rule 41/3: (46.9, lift 15.7)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.876515
PC13 <= 7.236558
PC18 > -0.1703712
PC21 <= 0.4994113
PC26 <= 0.6631289
PC71 <= -1.088033
PC91 <= 2.682686
-> class 0\|0 [0.980]
Rule 41/4: (61.6/0.4, lift 15.7)
PC12 > -1.876515
PC13 <= 7.236558
PC18 > 1.22969
PC21 <= 0.4994113
PC26 <= 0.6631289
PC33 <= 3.205309
PC91 <= 2.682686
PC100 <= -0.788757
-> class 0\|0 [0.978]
Rule 41/5: (140.4/5.6, lift 15.3)
PC4 > -9.220832
PC5 <= -0.4980008
PC18 > 1.22969
PC22 > -0.3179235
PC49 <= 0.4706789
PC55 > -0.2042117
PC81 <= 0.7577374
PC90 <= 0.55565
PC97 <= 0.1312201
PC99 > -0.2696401
-> class 0\|0 [0.954]
Rule 41/6: (431.6/19.2, lift 15.3)
PC4 > -9.220832
PC4 <= 8.464436
PC5 > -0.4980008
PC18 > 1.22969
PC21 <= 0.4994113
PC22 > -0.3179235
PC26 <= 0.6631289
PC41 > -0.1601339
PC51 <= 0.4232272
PC54 <= 1.492335
PC69 > -1.772592
PC91 > -0.6636472
PC91 <= 2.682686
PC97 <= 0.1312201
PC98 > -2.16219
PC99 > -0.4938342
-> class 0\|0 [0.953]
Rule 41/7: (13.5, lift 15.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.464436
PC13 <= 7.236558
PC18 > -0.1703712
PC22 <= -0.3179235
PC33 <= 3.205309
PC80 <= -0.6234325
-> class 0\|0 [0.936]
Rule 41/8: (22.6/1.1, lift 14.7)
PC13 <= 7.236558
PC18 > 1.22969
PC22 > -0.3179235
PC26 <= 0.6631289
PC33 <= 3.205309
PC43 <= 1.063675
PC48 <= 0.2160237
PC51 > 0.4232272
PC91 <= 2.682686
PC98 > -2.16219
-> class 0\|0 [0.916]
Rule 41/9: (48.8/3.6, lift 14.6)
PC12 > -1.876515
PC18 > 1.22969
PC18 <= 5.215645
PC22 > -0.3179235
PC26 <= 0.6631289
PC43 <= 1.063675
PC47 > -1.610874
PC51 > 0.4232272
PC52 > 0.1271512
PC91 <= 2.682686
PC98 > -2.16219
PC99 > -0.4938342
-> class 0\|0 [0.910]
Rule 41/10: (170.8/15.7, lift 14.5)
PC18 > 1.22969
PC22 > -0.3179235
PC25 <= 0.02453667
PC26 <= 0.6631289
PC31 > -0.2654943
PC33 <= 3.205309
PC38 <= 0.5265351
PC51 <= 0.4232272
PC64 <= 1.618402
PC80 <= 0.182734
PC91 > -0.6636472
PC95 <= 0.8596638
PC97 > 0.1312201
PC99 > -0.09683761
-> class 0\|0 [0.903]
Rule 41/11: (4.4, lift 13.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 1.443925
PC20 > 1.50364
-> class 0\|0 [0.845]
Rule 41/12: (5.6/0.4, lift 13.1)
PC4 <= 8.464436
PC13 <= 7.236558
PC18 > 1.22969
PC22 <= -0.3179235
PC26 <= 0.6631289
PC60 <= -0.6918343
-> class 0\|0 [0.819]
Rule 41/13: (36.8/8, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.22969
PC43 <= 1.800024
PC47 <= -0.9079783
PC69 > -3.315864
-> class 0\|0 [0.769]
Rule 41/14: (309.8/76.7, lift 12.0)
PC2 > 2.5099
PC2 <= 4.127379
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.7342479
PC28 <= 0.1064185
PC92 <= 0.6937239
-> class 0\|0 [0.751]
Rule 41/15: (8.7/2.1, lift 11.4)
PC13 > 7.236558
PC31 > 0.1474187
PC47 > -1.610874
PC51 > -2.976097
PC83 > -4.32544
PC93 <= -0.2532751
-> class 0\|0 [0.715]
Rule 41/16: (140.5, lift 13.5)
PC2 > 4.127379
PC3 <= 1.640775
PC11 > -0.118402
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.22969
PC43 <= 1.800024
PC47 > -0.9079783
PC69 > -3.315864
PC80 <= 0.5635673
PC92 <= 0.6937239
PC93 > 0.2544298
-> class 0\|1 [0.993]
Rule 41/17: (79, lift 13.4)
PC4 <= 8.464436
PC13 <= 7.236558
PC18 > 1.22969
PC18 <= 2.885629
PC21 <= 0.4994113
PC65 > -2.560152
PC69 > -3.315864
PC91 <= -0.6636472
-> class 0\|1 [0.988]
Rule 41/18: (82, lift 13.4)
PC12 > -1.876515
PC13 <= 7.236558
PC18 > 1.22969
PC43 <= 1.800024
PC48 > 0.2160237
PC51 > 0.4232272
PC52 <= 0.1271512
PC71 > -1.088033
PC100 > -0.788757
-> class 0\|1 [0.988]
Rule 41/19: (177.8/1.9, lift 13.4)
PC2 > 4.127379
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.22969
PC27 <= 0.3639117
PC30 > -1.905065
PC42 <= 1.576162
PC47 > -0.9079783
PC49 > -0.8104146
PC60 <= 0.2884501
PC80 <= 0.5635673
PC92 <= 0.6937239
-> class 0\|1 [0.984]
Rule 41/20: (76.9/0.3, lift 13.4)
PC4 <= 8.464436
PC13 <= 7.236558
PC18 > 1.22969
PC22 <= -0.3179235
PC31 > -0.2662473
PC43 <= 1.800024
PC47 > -1.02013
PC60 > -0.6918343
PC65 <= 2.525243
PC80 > -0.6234325
PC91 <= 2.682686
PC100 > -0.788757
-> class 0\|1 [0.983]
Rule 41/21: (50.6, lift 13.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.464436
PC18 > -0.1703712
PC31 <= -0.2654943
PC33 <= 3.205309
PC43 <= 1.800024
PC71 > -1.088033
PC97 > 0.1312201
-> class 0\|1 [0.981]
Rule 41/22: (44, lift 13.3)
PC2 > 2.5099
PC2 <= 4.127379
PC3 <= 1.640775
PC11 > -0.118402
PC18 > -0.1703712
PC18 <= 0.7342479
PC28 <= 0.1064185
PC47 > -0.9079783
-> class 0\|1 [0.978]
Rule 41/23: (42.9, lift 13.3)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 1.22969
PC43 > 1.063675
PC43 <= 1.800024
PC71 > -1.088033
PC100 > -0.788757
-> class 0\|1 [0.978]
Rule 41/24: (40.7, lift 13.3)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 1.22969
PC51 <= 0.4232272
PC69 > -3.315864
PC71 > -1.088033
PC80 > 0.182734
PC97 > 0.1312201
PC99 > -0.4938342
-> class 0\|1 [0.977]
Rule 41/25: (36.5, lift 13.2)
PC17 <= 3.811852
PC18 > 5.215645
PC22 > -0.3179235
PC26 <= 0.6631289
PC71 > -1.088033
PC91 > -0.6636472
-> class 0\|1 [0.974]
Rule 41/26: (47.1/0.3, lift 13.2)
PC4 <= 8.464436
PC13 <= 7.236558
PC17 <= 3.811852
PC18 > 1.22969
PC21 <= 0.4994113
PC69 > -3.315864
PC69 <= -1.772592
PC71 > -1.088033
PC100 > -0.788757
-> class 0\|1 [0.973]
Rule 41/27: (35.4, lift 13.2)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -9.220832
PC5 <= -0.4980008
PC18 > -0.1703712
PC26 <= 0.6631289
PC47 > -1.610874
PC81 > 0.7577374
PC91 > -0.6636472
-> class 0\|1 [0.973]
Rule 41/28: (126.1/2.9, lift 13.2)
PC2 > 4.127379
PC3 <= 1.640775
PC13 <= 7.236558
PC15 > -0.9988995
PC18 > -0.1703712
PC18 <= 1.22969
PC19 > -0.2388923
PC42 <= 1.576162
PC69 > -3.315864
PC74 <= 0.6271786
PC80 <= 0.5635673
PC83 > -4.32544
PC88 > 0.128831
PC92 <= 0.6937239
-> class 0\|1 [0.970]
Rule 41/29: (25.6, lift 13.1)
PC2 > 2.5099
PC5 <= -0.4980008
PC18 > 1.22969
PC55 <= -0.2042117
PC71 > -1.088033
-> class 0\|1 [0.964]
Rule 41/30: (90.3/2.5, lift 13.1)
PC12 > -1.876515
PC17 <= 3.811852
PC18 > 1.22969
PC21 <= 0.4994113
PC22 > -0.3179235
PC50 > -0.4981221
PC69 > -3.315864
PC71 > -1.088033
PC99 <= -0.4938342
PC100 > -0.788757
-> class 0\|1 [0.962]
Rule 41/31: (22.1, lift 13.0)
PC7 <= -0.7458541
PC18 <= -0.1703712
PC41 <= 0.4318216
PC42 <= -2.253533
PC85 <= 1.414839
-> class 0\|1 [0.959]
Rule 41/32: (22.2, lift 13.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.4980008
PC21 <= 0.4994113
PC49 > 0.4706789
PC51 <= 0.4232272
-> class 0\|1 [0.959]
Rule 41/33: (25.9/0.2, lift 13.0)
PC5 <= -0.4980008
PC18 > 1.22969
PC22 > -0.3179235
PC99 <= -0.2696401
-> class 0\|1 [0.958]
Rule 41/34: (21.7, lift 13.0)
PC2 > 2.5099
PC12 > -1.876515
PC13 <= 7.236558
PC18 > -0.1703712
PC69 > -1.772592
PC91 > -0.6636472
PC95 > 0.8596638
PC100 > -0.788757
-> class 0\|1 [0.958]
Rule 41/35: (55.7/1.5, lift 13.0)
PC12 > -1.876515
PC13 <= 7.236558
PC18 > 1.22969
PC21 <= 0.4994113
PC47 > -1.610874
PC91 > 2.682686
-> class 0\|1 [0.957]
Rule 41/36: (20.5, lift 13.0)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > -0.1703712
PC21 <= 0.4994113
PC22 > -0.3179235
PC26 <= 0.6631289
PC47 > -1.610874
PC71 > -1.088033
PC98 <= -2.16219
PC100 > -0.788757
-> class 0\|1 [0.956]
Rule 41/37: (69.6/2.2, lift 13.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 8.464436
PC13 <= 7.236558
PC17 <= 3.811852
PC18 > -0.1703712
PC38 > 0.5265351
PC64 <= 1.618402
PC69 > -1.772592
PC91 > -0.6636472
PC97 > 0.1312201
PC100 > -0.788757
-> class 0\|1 [0.956]
Rule 41/38: (84.5/3.1, lift 12.9)
PC13 > 7.236558
PC13 <= 12.55908
PC18 > -0.1703712
PC30 <= 1.6136
PC31 <= 0.1474187
PC37 > -0.2538081
PC47 > -1.610874
PC83 > -4.32544
PC93 <= -0.2532751
-> class 0\|1 [0.952]
Rule 41/39: (21.6/0.2, lift 12.9)
PC2 > 2.5099
PC4 <= 8.464436
PC17 <= 3.811852
PC18 > -0.1703712
PC22 > -0.3179235
PC54 > 1.492335
PC97 <= 0.1312201
PC100 > -0.788757
-> class 0\|1 [0.948]
Rule 41/40: (103.1/5, lift 12.8)
PC2 > 2.5099
PC12 > -1.876515
PC18 > -0.1703712
PC26 <= 0.6631289
PC33 > 3.205309
PC47 > -1.610874
-> class 0\|1 [0.943]
Rule 41/41: (15.4, lift 12.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.1703712
PC18 <= 1.22969
PC19 > -0.2388923
PC42 <= 1.576162
PC49 <= -0.5205081
PC65 > -1.556631
PC80 <= 0.5635673
PC92 > 0.6937239
-> class 0\|1 [0.942]
Rule 41/42: (72/3.7, lift 12.7)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.876515
PC17 <= 3.811852
PC18 > -0.1703712
PC22 > -0.3179235
PC25 > 0.02453667
PC41 > -0.1601339
PC51 <= 0.4232272
PC71 > -1.088033
PC97 > 0.1312201
PC100 > -0.788757
-> class 0\|1 [0.937]
Rule 41/43: (60.3/3.4, lift 12.6)
PC4 <= -9.220832
PC18 > 1.22969
PC71 > -1.088033
-> class 0\|1 [0.930]
Rule 41/44: (150.5/12.8, lift 12.4)
PC12 > -1.876515
PC13 <= 7.236558
PC18 > 1.22969
PC26 > 0.6631289
PC43 <= 1.800024
PC65 > -2.560152
PC69 > -3.315864
-> class 0\|1 [0.909]
Rule 41/45: (53.7/4.1, lift 12.3)
PC2 > 2.5099
PC12 > -1.876515
PC13 <= 7.236558
PC18 > 1.22969
PC25 <= 0.02453667
PC80 <= 0.182734
PC97 > 0.1312201
PC99 <= -0.09683761
PC100 > -0.788757
-> class 0\|1 [0.908]
Rule 41/46: (66/8.3, lift 11.7)
PC4 > 8.464436
PC12 > -1.876515
PC18 > 1.22969
PC65 > -2.560152
-> class 0\|1 [0.863]
Rule 41/47: (37.5/4.8, lift 11.6)
PC6 <= 0.2081154
PC7 > -0.7458541
PC10 <= -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC78 > 0.2914205
-> class 0\|1 [0.853]
Rule 41/48: (62.3/9.4, lift 11.4)
PC2 > 2.5099
PC5 <= -0.4980008
PC18 > -0.1703712
PC26 <= 0.6631289
PC54 <= 1.492335
PC90 > 0.55565
PC91 > -0.6636472
PC97 <= 0.1312201
-> class 0\|1 [0.838]
Rule 41/49: (16.6/2.4, lift 11.1)
PC10 <= -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC41 <= 0.2131675
PC78 <= 0.2914205
PC95 > 0.5666559
-> class 0\|1 [0.816]
Rule 41/50: (27.3/4.5, lift 11.0)
PC2 > 2.5099
PC18 > -0.1703712
PC22 > -0.3179235
PC43 <= 1.800024
PC47 > -1.610874
PC64 > 1.618402
PC97 > 0.1312201
PC99 > -0.4938342
-> class 0\|1 [0.812]
Rule 41/51: (86.8/16.9, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.876515
PC18 > -0.1703712
PC26 <= 0.6631289
PC41 <= -0.1601339
PC51 > -2.976097
PC65 > -2.560152
PC69 > -3.315864
PC95 <= 0.8596638
PC99 > -0.4938342
PC100 > -0.788757
-> class 0\|1 [0.799]
Rule 41/52: (50.2/10.3, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC17 > -1.922281
PC18 <= -0.1703712
PC41 <= 0.4318216
-> class 0\|1 [0.783]
Rule 41/53: (84.9/18.4, lift 10.6)
PC3 <= 1.640775
PC7 > -0.7458541
PC10 <= -0.9147598
PC18 > -1.752927
PC41 > 0.2131675
-> class 0\|1 [0.776]
Rule 41/54: (43.4/9.5, lift 10.5)
PC2 > 2.5099
PC7 > -0.7458541
PC54 > 0.3475626
PC54 <= 3.096431
PC78 > 2.492486
-> class 0\|1 [0.769]
Rule 41/55: (43.7/11, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.3432908
PC18 <= -0.1703712
PC41 > 0.4318216
-> class 0\|1 [0.737]
Rule 41/56: (54.1, lift 10.6)
PC2 > 2.5099
PC7 > -0.7458541
PC18 > -1.752927
PC18 <= -0.1703712
PC49 <= 1.328311
PC54 <= 3.096431
PC65 > 1.13128
PC88 > -1.609503
-> class 0\|2 [0.982]
Rule 41/57: (70.8/1.1, lift 10.5)
PC18 <= -1.752927
PC41 <= 0.4318216
PC52 > -0.9378876
PC54 <= 3.096431
PC71 > 0.3651414
PC78 <= 2.492486
PC96 > -0.7313746
PC97 > -0.6475182
-> class 0\|2 [0.971]
Rule 41/58: (29.7, lift 10.4)
PC2 > 2.5099
PC6 <= 0.2081154
PC7 > -0.7458541
PC9 > 0.6433303
PC18 <= -1.752927
-> class 0\|2 [0.968]
Rule 41/59: (53.3/0.9, lift 10.4)
PC2 > 2.5099
PC3 <= -0.9301829
PC7 > -0.7458541
PC8 > 0.04067648
PC18 <= -1.752927
PC71 <= 0.3651414
PC97 > -0.6475182
-> class 0\|2 [0.965]
Rule 41/60: (140.1/6, lift 10.2)
PC2 > 2.5099
PC3 <= -0.1589118
PC4 > -7.600563
PC6 <= 0.2081154
PC18 <= -1.752927
PC37 <= 1.507442
PC38 <= 1.336192
PC54 <= 3.096431
PC78 <= 0.69841
PC86 > -1.586472
PC94 > 0.5052416
PC97 > -0.6475182
-> class 0\|2 [0.951]
Rule 41/61: (16, lift 10.2)
PC2 > 2.5099
PC7 > -0.7458541
PC18 <= -0.1703712
PC32 > 2.677861
-> class 0\|2 [0.944]
Rule 41/62: (16.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -0.1703712
PC54 <= 3.096431
PC75 <= -0.5846856
PC87 > -0.02454088
PC92 > -0.1252594
PC96 > -0.7313746
-> class 0\|2 [0.942]
Rule 41/63: (18/0.2, lift 10.1)
PC3 <= -0.9301829
PC18 <= -1.752927
PC20 > -3.77979
PC25 > -1.233701
PC57 <= 1.570043
PC71 <= 0.3651414
PC87 <= 0.3689643
PC95 > 0.6131012
PC96 > -0.7313746
PC97 > -0.6475182
-> class 0\|2 [0.940]
Rule 41/64: (13.8, lift 10.1)
PC18 <= -0.1703712
PC20 > -3.77979
PC36 <= -3.213822
PC71 <= 0.3651414
PC87 <= 0.3689643
PC94 <= 0.5052416
PC97 > -0.6475182
-> class 0\|2 [0.937]
Rule 41/65: (64.9/3.7, lift 10.0)
PC2 > 3.619425
PC3 > -0.9301829
PC3 <= 1.640775
PC18 <= -1.752927
PC20 > -3.77979
PC41 <= 0.4318216
PC78 <= 2.492486
PC97 > -0.6475182
-> class 0\|2 [0.930]
Rule 41/66: (14.9/0.3, lift 9.9)
PC7 > -0.7458541
PC18 <= -1.752927
PC38 <= -4.201078
-> class 0\|2 [0.923]
Rule 41/67: (121.2/9.7, lift 9.8)
PC4 <= -7.600563
PC6 <= -0.576553
PC18 <= -1.752927
-> class 0\|2 [0.913]
Rule 41/68: (51.5/4, lift 9.8)
PC2 > 2.5099
PC3 > -0.9301829
PC7 > -0.7458541
PC18 <= -0.1703712
PC45 > 1.176643
PC54 <= 3.096431
PC94 <= 0.5052416
-> class 0\|2 [0.907]
Rule 41/69: (50.7/4.2, lift 9.7)
PC2 > 2.5099
PC4 <= 8.081225
PC7 > -0.7458541
PC18 <= -1.752927
PC37 <= -0.7699763
PC54 <= 3.096431
PC87 <= 0.3689643
PC94 <= 0.5052416
PC96 > -0.7313746
PC97 > -0.6475182
-> class 0\|2 [0.901]
Rule 41/70: (25.3/1.7, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.1703712
PC41 <= 0.4318216
PC54 <= 3.096431
PC67 > 0.6210548
PC97 > -0.6475182
-> class 0\|2 [0.901]
Rule 41/71: (7.8, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC41 <= 0.4318216
PC78 <= 2.492486
PC99 > 5.057907
-> class 0\|2 [0.898]
Rule 41/72: (10.5/0.3, lift 9.7)
PC6 > 0.1831254
PC6 <= 0.2081154
PC18 <= -1.752927
PC97 > -0.6475182
-> class 0\|2 [0.898]
Rule 41/73: (39/3.4, lift 9.6)
PC3 <= -0.9301829
PC20 > -3.77979
PC25 <= -1.233701
PC37 > -0.7699763
PC54 <= 3.096431
PC57 <= 1.570043
PC71 <= 0.3651414
PC78 <= 2.492486
PC94 <= 0.5052416
PC96 > -0.7313746
-> class 0\|2 [0.893]
Rule 41/74: (101.2/11.8, lift 9.4)
PC4 > 8.081225
PC9 <= 0.6433303
PC18 <= -0.1703712
PC36 <= 2.499663
PC38 > -4.201078
PC95 <= 0.01620561
PC97 > -0.6475182
-> class 0\|2 [0.876]
Rule 41/75: (16.8/1.8, lift 9.2)
PC15 > 0.9703637
PC18 <= -1.752927
PC49 <= 1.328311
PC97 <= -0.6475182
-> class 0\|2 [0.850]
Rule 41/76: (78.8/11.8, lift 9.1)
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -1.752927
PC54 <= 3.096431
PC67 <= 0.6210548
PC75 <= -0.2615614
PC87 <= 0.3689643
PC96 > -0.7313746
PC97 > 0.6117411
-> class 0\|2 [0.842]
Rule 41/77: (20.2/2.7, lift 9.0)
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -0.1703712
PC49 <= 1.328311
PC54 <= 3.096431
PC57 > 1.570043
PC94 <= 0.5052416
PC96 > -0.7313746
PC97 > -0.6475182
-> class 0\|2 [0.834]
Rule 41/78: (67.2/12.3, lift 8.7)
PC2 > 2.5099
PC3 <= -0.9301829
PC4 <= 8.081225
PC18 <= -0.1703712
PC20 > -3.77979
PC25 > -1.233701
PC40 > 0.6729327
PC57 <= 1.570043
PC87 > -0.02454088
PC92 > -0.1252594
PC95 <= 0.6131012
PC96 > -0.7313746
PC97 > -0.6475182
-> class 0\|2 [0.808]
Rule 41/79: (7704.6/5854.7, lift 2.6)
PC2 > 2.5099
-> class 0\|2 [0.240]
Rule 41/80: (155.1, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9147598
PC18 <= -0.1703712
PC31 > 0.05722724
PC34 <= 4.448333
PC36 > -0.06267281
-> class 0\|3 [0.994]
Rule 41/81: (127.1, lift 11.1)
PC4 <= 8.081225
PC18 <= -0.1703712
PC20 <= -3.77979
PC32 <= 2.677861
PC37 > -0.7699763
PC41 <= 0.4318216
PC71 <= 0.3651414
PC78 <= 2.492486
PC94 <= 0.5052416
-> class 0\|3 [0.992]
Rule 41/82: (123.7, lift 11.1)
PC34 <= -2.857085
PC36 > -0.06267281
-> class 0\|3 [0.992]
Rule 41/83: (76.3, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.1703712
PC51 <= -2.976097
-> class 0\|3 [0.987]
Rule 41/84: (71.2, lift 11.0)
PC2 > 2.5099
PC20 <= -2.074707
PC83 <= -4.32544
-> class 0\|3 [0.986]
Rule 41/85: (56.5, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC10 > -0.9147598
PC18 <= -0.1703712
PC20 > -2.725438
PC21 <= 0.242607
PC36 > -0.06267281
PC65 <= 1.13128
PC79 <= -0.09076373
PC88 > -1.609503
PC96 > -0.6222262
-> class 0\|3 [0.983]
Rule 41/86: (90.2/1.4, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9147598
PC18 <= -0.1703712
PC36 > -0.06267281
PC88 > 1.561454
-> class 0\|3 [0.974]
Rule 41/87: (44.3/0.9, lift 10.7)
PC13 > 7.236558
PC18 > -0.1703712
PC47 > -1.610874
PC69 > -0.6675636
PC93 > -0.2532751
-> class 0\|3 [0.958]
Rule 41/88: (75.5/2.5, lift 10.7)
PC2 > 2.5099
PC10 > -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC20 <= -2.725438
-> class 0\|3 [0.954]
Rule 41/89: (30.4/0.5, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC31 > 0.2372069
-> class 0\|3 [0.954]
Rule 41/90: (28.1/0.8, lift 10.5)
PC7 > -0.7458541
PC18 <= -0.1703712
PC26 <= 0.05602082
PC54 <= 0.3475626
PC78 > 2.492486
-> class 0\|3 [0.940]
Rule 41/91: (14.1, lift 10.5)
PC2 > 2.5099
PC3 <= -6.889543
PC7 > -0.7458541
PC18 <= -0.1703712
-> class 0\|3 [0.938]
Rule 41/92: (19.8/0.4, lift 10.5)
PC7 > -0.7458541
PC18 > -1.752927
PC18 <= -0.1703712
PC34 > 4.448333
PC41 <= 0.4318216
-> class 0\|3 [0.934]
Rule 41/93: (9.3, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7458541
PC18 <= -0.1703712
PC22 > 2.272664
PC41 <= 0.4318216
PC42 > -2.253533
-> class 0\|3 [0.912]
Rule 41/94: (55.4/5.6, lift 9.9)
PC2 > 2.5099
PC7 > -0.7458541
PC10 > -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC36 > -0.06267281
PC88 <= -1.609503
-> class 0\|3 [0.886]
Rule 41/95: (14.7/0.9, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= -0.118402
PC13 <= 7.236558
PC18 > -0.1703712
PC18 <= 1.22969
-> class 0\|3 [0.886]
Rule 41/96: (48/5.4, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2081154
PC18 <= -0.1703712
-> class 0\|3 [0.873]
Rule 41/97: (4.4/0.3, lift 9.0)
PC10 <= -0.9147598
PC18 > -1.752927
PC18 <= -0.1703712
PC80 <= -0.9811946
-> class 0\|3 [0.800]
Rule 41/98: (32.1/6.4, lift 8.8)
PC13 > 7.236558
PC18 > -0.1703712
PC47 > -1.610874
PC68 <= -0.1930173
PC93 > -0.2532751
-> class 0\|3 [0.785]
Rule 41/99: (1846.7/672, lift 7.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7458541
PC18 <= -1.752927
PC78 <= 2.492486
-> class 0\|3 [0.636]
Rule 41/100: (109.1/0.7, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC7 <= 10.40916
PC18 <= 0.7419922
PC20 > -0.4276623
PC62 <= -1.092129
PC77 <= 0.6996027
-> class 1\|0 [0.985]
Rule 41/101: (223.6/3, lift 16.1)
PC2 > 2.5099
PC8 <= 1.683145
PC16 <= -5.244119
PC34 > -0.2918666
-> class 1\|0 [0.982]
Rule 41/102: (305/7, lift 15.9)
PC1 > -0.3062993
PC2 > -6.720232
PC4 > -1.703869
PC9 > 0.5940633
PC11 <= 0.1796822
PC16 <= 2.764433
PC44 > -1.434638
PC65 <= 0.1165469
PC68 > -1.782571
PC79 > -0.2093506
PC85 > -0.05598481
PC90 <= 0.530219
-> class 1\|0 [0.974]
Rule 41/103: (32, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC62 > -1.092129
PC63 <= 0.3149383
PC100 <= -0.6490231
-> class 1\|0 [0.971]
Rule 41/104: (647/26.5, lift 15.7)
PC1 > -0.3062993
PC4 > -1.703869
PC6 <= 8.137499
PC8 > -1.150936
PC9 > 0.5940633
PC11 <= 1.243502
PC16 <= 2.764433
PC19 > 0.1806264
PC45 <= 0.3152105
PC62 <= 0.004686286
PC68 > -1.782571
PC79 > -0.1200572
PC90 <= 0.530219
-> class 1\|0 [0.958]
Rule 41/105: (67.9/2, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC24 <= 3.045341
PC52 <= -0.5906264
PC62 > -1.092129
-> class 1\|0 [0.957]
Rule 41/106: (16.8, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC39 > 0.6386379
PC52 > -0.5906264
-> class 1\|0 [0.947]
Rule 41/107: (12, lift 15.2)
PC1 > -0.3062993
PC3 <= -0.01609154
PC10 > -0.9925902
PC50 > 0.5827398
-> class 1\|0 [0.928]
Rule 41/108: (9.5, lift 14.9)
PC1 <= -0.1729272
PC2 <= 2.5099
PC4 > 0.8676775
PC38 > -2.545321
PC51 > 0.5906922
-> class 1\|0 [0.913]
Rule 41/109: (161.4/26.6, lift 13.6)
PC1 > -0.3062993
PC2 <= 2.5099
PC4 > -1.703869
PC10 > -0.9925902
PC34 <= -1.236938
PC82 <= 0.5379106
PC90 <= 0.530219
-> class 1\|0 [0.831]
Rule 41/110: (515.4/116.7, lift 12.6)
PC1 > -0.1729272
PC11 <= 2.038316
PC15 <= -1.23413
PC16 <= 0.1010376
PC27 > -0.3543069
-> class 1\|0 [0.772]
Rule 41/111: (17.5/3.5, lift 12.6)
PC3 > 1.640775
PC16 <= -0.8879908
PC24 > 3.045341
PC100 > -0.6490231
-> class 1\|0 [0.769]
Rule 41/112: (14.2/3.7, lift 11.6)
PC1 > -0.1729272
PC2 <= 2.5099
PC9 <= 0.5940633
PC10 > -0.9925902
PC72 > 1.172356
-> class 1\|0 [0.710]
Rule 41/113: (98.1, lift 14.0)
PC1 > -0.1729272
PC2 <= 2.5099
PC5 <= 8.069122
PC9 <= 0.5940633
PC11 <= 2.038316
PC15 > -1.23413
PC16 <= 0.1010376
PC26 <= 0.7002807
PC44 <= 1.405561
PC72 <= 1.172356
-> class 1\|1 [0.990]
Rule 41/114: (81.5, lift 14.0)
PC1 > -0.3062993
PC2 <= 2.5099
PC16 <= 3.149442
PC17 > 2.268457
-> class 1\|1 [0.988]
Rule 41/115: (103.3/0.4, lift 14.0)
PC1 > -0.3062993
PC9 > 0.5940633
PC11 > 0.1796822
PC45 <= 0.3152105
PC62 > 0.004686286
PC90 <= 0.530219
-> class 1\|1 [0.987]
Rule 41/116: (127.3/1.1, lift 13.9)
PC4 <= -1.703869
PC9 > 0.5940633
PC46 > 0.09251482
PC90 <= 0.530219
-> class 1\|1 [0.984]
Rule 41/117: (47.8, lift 13.9)
PC1 > -0.3062993
PC1 <= -0.1729272
PC2 <= 2.5099
PC4 > 0.8676775
PC51 <= 0.5906922
-> class 1\|1 [0.980]
Rule 41/118: (77.4/0.7, lift 13.9)
PC1 > -0.3062993
PC9 > 0.5940633
PC11 > 1.243502
PC45 <= 0.3152105
PC90 <= 0.530219
-> class 1\|1 [0.979]
Rule 41/119: (29.2, lift 13.7)
PC1 > -0.3062993
PC9 > 0.5940633
PC45 <= 0.3152105
PC62 <= 0.004686286
PC79 <= -0.1200572
-> class 1\|1 [0.966]
Rule 41/120: (107.6/3.1, lift 13.6)
PC1 > 5.665487
PC6 <= -1.020954
PC9 <= 0.5940633
PC10 > -0.9925902
PC44 <= 1.405561
PC50 <= 0.5827398
-> class 1\|1 [0.962]
Rule 41/121: (23.5, lift 13.6)
PC1 > -0.1729272
PC2 <= 2.5099
PC4 > -1.703869
PC11 <= 1.243502
PC16 <= 3.149442
PC45 <= 0.3152105
PC62 > 0.004686286
PC68 > -1.782571
PC79 <= -0.2093506
PC85 > -0.05598481
PC90 <= 0.530219
-> class 1\|1 [0.960]
Rule 41/122: (20.1, lift 13.5)
PC1 > -0.3062993
PC2 <= -6.720232
PC11 <= 1.243502
PC62 > 0.004686286
-> class 1\|1 [0.955]
Rule 41/123: (17.1, lift 13.4)
PC1 > 16.45006
PC9 <= 0.5940633
PC10 > -0.9925902
PC44 > 1.405561
-> class 1\|1 [0.948]
Rule 41/124: (55/4.1, lift 12.9)
PC1 > -0.3062993
PC4 > -1.703869
PC9 > 0.5940633
PC11 <= 1.243502
PC16 <= 2.764433
PC62 > 0.004686286
PC68 > -1.782571
PC82 <= 0.5379106
PC85 <= -0.05598481
-> class 1\|1 [0.911]
Rule 41/125: (7.7, lift 12.7)
PC1 > -0.3062993
PC9 > 0.5940633
PC44 <= -1.434638
PC45 <= 0.3152105
PC68 > -1.782571
PC90 <= 0.530219
-> class 1\|1 [0.897]
Rule 41/126: (136.4/14.3, lift 12.6)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 <= 2.764433
PC19 <= 0.1806264
PC45 <= 0.3152105
PC68 > -1.782571
PC90 <= 0.530219
-> class 1\|1 [0.889]
Rule 41/127: (46.4/6.9, lift 11.9)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 <= 2.764433
PC45 <= 0.3152105
PC59 <= 1.013144
PC62 > 0.004686286
PC65 > 0.1165469
PC68 > -1.782571
PC82 <= 0.5379106
-> class 1\|1 [0.837]
Rule 41/128: (10.2/1.2, lift 11.6)
PC2 <= 2.5099
PC9 > 0.5940633
PC16 <= -2.441489
PC45 > 0.3152105
-> class 1\|1 [0.822]
Rule 41/129: (2.9, lift 11.3)
PC1 > -0.3062993
PC27 <= -0.3543069
PC99 <= -4.223274
-> class 1\|1 [0.795]
Rule 41/130: (45.1/11, lift 10.6)
PC2 > 2.5099
PC15 > -0.4466875
PC19 <= -0.9169485
-> class 1\|1 [0.745]
Rule 41/131: (14.1/3.5, lift 10.2)
PC1 > -0.3062993
PC8 <= -1.150936
PC9 > 0.5940633
PC16 <= 2.764433
PC62 <= 0.004686286
-> class 1\|1 [0.722]
Rule 41/132: (1512.3/898.5, lift 5.8)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.406]
Rule 41/133: (77.6, lift 15.7)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 > 3.149442
PC55 > 0.6811348
-> class 1\|2 [0.987]
Rule 41/134: (110.4/1, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.846783
PC15 <= -0.4466875
PC38 <= 0.2591586
PC65 <= 0.09297178
PC93 > -0.6975209
-> class 1\|2 [0.983]
Rule 41/135: (54.2, lift 15.6)
PC1 > -0.1729272
PC2 <= 2.5099
PC4 <= -1.703869
PC46 <= 0.09251482
-> class 1\|2 [0.982]
Rule 41/136: (27.7, lift 15.3)
PC1 > -0.3062993
PC2 <= -3.018054
PC3 > -0.01609154
PC10 > -0.9925902
-> class 1\|2 [0.966]
Rule 41/137: (36.4/1.4, lift 14.9)
PC6 > 8.432528
PC8 <= -0.6680527
PC47 <= -0.779565
-> class 1\|2 [0.938]
Rule 41/138: (208.7/15.4, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.4466875
PC16 > -0.8879908
PC19 > -0.9169485
PC23 <= 0.7439958
PC29 > -0.74414
PC49 <= 0.2039088
PC93 > -0.9696231
-> class 1\|2 [0.922]
Rule 41/139: (10.4, lift 14.6)
PC2 <= 2.5099
PC4 > 0.8676775
PC38 <= -2.545321
-> class 1\|2 [0.919]
Rule 41/140: (24.6/1.6, lift 14.3)
PC3 > 1.640775
PC16 > -0.8879908
PC18 <= -1.035297
PC65 > 0.09297178
-> class 1\|2 [0.903]
Rule 41/141: (3402.6/2486.7, lift 4.3)
PC1 > -0.1729272
PC2 <= 2.5099
-> class 1\|2 [0.269]
Rule 41/142: (162.6/0.7, lift 14.9)
PC1 > -0.1729272
PC2 <= 2.5099
PC3 > -0.01609154
PC11 > -0.35632
PC16 > 0.1010376
PC27 > -0.3543069
PC42 > -0.03663865
PC69 <= -0.04183514
PC77 > -0.4219849
-> class 1\|3 [0.990]
Rule 41/143: (66.7, lift 14.8)
PC1 > -0.3062993
PC2 > -3.018054
PC2 <= 2.5099
PC3 > -0.01609154
PC9 <= -1.497579
PC10 > -0.9925902
PC16 <= 0.1010376
PC27 > -0.3543069
PC83 > -0.4486144
-> class 1\|3 [0.985]
Rule 41/144: (181/2.8, lift 14.7)
PC1 > -0.1729272
PC2 <= 2.5099
PC3 > -0.01609154
PC11 > -0.35632
PC16 > 0.1010376
PC16 <= 8.685221
PC42 > -0.03663865
PC46 <= 0.4973331
PC49 <= 1.199867
PC53 <= 1.054723
PC77 > -0.4219849
PC99 <= 1.23182
PC100 > -1.181732
-> class 1\|3 [0.979]
Rule 41/145: (137.4/2.3, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.4466875
PC18 > -1.035297
PC65 > 0.09297178
-> class 1\|3 [0.976]
Rule 41/146: (27.6, lift 14.5)
PC10 <= -0.9925902
PC13 <= 0.6137227
PC19 <= -1.342918
PC97 <= 0.845985
-> class 1\|3 [0.966]
Rule 41/147: (59.8/1.1, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -0.4466875
PC38 <= 0.2591586
PC93 <= -0.6975209
-> class 1\|3 [0.966]
Rule 41/148: (94.3/2.4, lift 14.5)
PC1 > -0.3062993
PC1 <= 1.807106
PC2 <= 2.5099
PC16 > 3.149442
PC55 <= 0.6811348
PC80 > -0.7853009
PC87 <= -0.06414759
-> class 1\|3 [0.965]
Rule 41/149: (25.7, lift 14.4)
PC1 > -0.3062993
PC1 <= 1.807106
PC9 > 0.5940633
PC11 > -1.715926
PC16 > 3.149442
PC55 <= 0.6811348
PC57 > 0.06403611
PC75 <= 0.7924587
-> class 1\|3 [0.961]
Rule 41/150: (32/0.5, lift 14.4)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 <= 3.149442
PC45 > 0.3152105
PC70 <= -0.1935682
-> class 1\|3 [0.955]
Rule 41/151: (38.8/0.9, lift 14.3)
PC1 > -0.3062993
PC1 <= 1.807106
PC9 > 0.5940633
PC11 > -1.715926
PC16 > 3.149442
PC55 <= 0.6811348
PC57 > 0.06403611
PC80 <= -0.7853009
-> class 1\|3 [0.954]
Rule 41/152: (18.3, lift 14.3)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 <= 3.149442
PC87 > 1.368058
-> class 1\|3 [0.951]
Rule 41/153: (35.3/1, lift 14.2)
PC1 > -0.3062993
PC3 > -0.01609154
PC11 > -0.35632
PC12 <= -1.844667
PC16 > 0.1010376
PC27 > -0.3543069
PC42 <= -0.03663865
PC53 <= 1.054723
PC77 > -0.4219849
-> class 1\|3 [0.947]
Rule 41/154: (7.9, lift 13.5)
PC2 <= 2.5099
PC10 <= -0.9925902
PC19 <= -1.342918
PC50 > -0.1041523
-> class 1\|3 [0.899]
Rule 41/155: (7.7, lift 13.3)
PC2 > 2.5099
PC8 > 1.846783
PC15 <= -0.4466875
-> class 1\|3 [0.887]
Rule 41/156: (5.7, lift 13.1)
PC1 > -0.1729272
PC1 <= 0.2613656
PC2 <= 2.5099
PC3 > -0.01609154
PC27 <= -0.3543069
-> class 1\|3 [0.870]
Rule 41/157: (32.9/3.9, lift 12.9)
PC1 > -0.3062993
PC9 > 0.5940633
PC16 <= 2.764433
PC34 > -1.236938
PC45 <= 0.3152105
PC68 <= -1.782571
PC82 <= 0.5379106
-> class 1\|3 [0.860]
Rule 41/158: (121.2/22.7, lift 12.1)
PC3 > 1.640775
PC15 <= -0.4466875
PC38 > 0.2591586
-> class 1\|3 [0.807]
Rule 41/159: (4916.4/3757.7, lift 3.5)
PC1 > -0.3062993
PC2 <= 2.5099
-> class 1\|3 [0.236]
Rule 41/160: (248.8, lift 14.8)
PC7 > 1.286718
PC8 > 1.443925
PC19 <= 0.1093912
PC20 <= 0.1357512
PC25 <= 0.2204622
PC28 <= 0.1510907
PC60 > -0.4652371
PC62 <= 0.5573667
PC99 > -0.8897412
-> class 2\|0 [0.996]
Rule 41/161: (291.4/1.1, lift 14.8)
PC3 <= 0.5160947
PC8 > 1.443925
PC19 <= 0.1093912
PC20 <= 0.1357512
PC42 > -0.02571257
PC46 <= 1.610984
PC60 > -0.4652371
PC62 <= 0.5573667
PC99 > -0.8897412
-> class 2\|0 [0.993]
Rule 41/162: (136, lift 14.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC19 <= 0.1093912
PC20 <= 0.1357512
PC45 <= -0.2255869
PC84 > -0.6124915
-> class 2\|0 [0.992]
Rule 41/163: (335.9/2.4, lift 14.7)
PC3 <= 0.5160947
PC8 > 1.443925
PC19 <= 0.1093912
PC20 <= 0.1357512
PC21 > -0.4187899
PC28 <= 0.009307127
PC46 <= 1.610984
PC60 > -0.4652371
PC62 <= 0.5573667
PC99 > -0.8897412
-> class 2\|0 [0.990]
Rule 41/164: (165.3/1.2, lift 14.7)
PC3 <= 0.5160947
PC8 > 1.443925
PC10 <= 0.3130941
PC18 <= 0.58932
PC20 <= 0.1357512
PC28 <= 0.1510907
PC64 <= -0.7024811
-> class 2\|0 [0.987]
Rule 41/165: (63.3/0.4, lift 14.6)
PC1 > -0.3062993
PC1 <= 16.45006
PC2 <= 2.5099
PC9 <= 0.5940633
PC10 > -0.9925902
PC44 > 1.405561
PC63 <= 0.01857104
-> class 2\|0 [0.979]
Rule 41/166: (89.4/1.1, lift 14.6)
PC1 <= -0.3062993
PC8 > 1.443925
PC13 > -0.5363092
PC19 <= 0.1093912
PC25 <= 0.2204622
PC28 <= 0.1510907
PC46 <= 1.610984
PC47 > -1.226541
PC60 > 1.169037
PC64 > -0.7024811
PC80 > -0.5829915
-> class 2\|0 [0.977]
Rule 41/167: (33.7, lift 14.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC7 <= 1.286718
PC8 > -0.6680527
PC13 > -0.5363092
PC19 <= 0.1093912
PC21 > -0.4187899
PC28 <= 0.1510907
PC46 <= 1.610984
PC52 > 0.1973302
PC62 <= 0.5573667
-> class 2\|0 [0.972]
Rule 41/168: (37.5/0.2, lift 14.4)
PC1 <= -0.3062993
PC8 > 1.443925
PC19 <= 0.1093912
PC21 > -0.4187899
PC60 > -0.4652371
PC60 <= 1.169037
PC79 > 0.1531508
PC99 > -0.8897412
-> class 2\|0 [0.970]
Rule 41/169: (35.1, lift 14.5)
PC1 <= -0.3062993
PC2 > -0.4558708
PC2 <= 2.5099
PC8 > 1.443925
PC18 <= 0.58932
-> class 2\|0 [0.970]
Rule 41/170: (28.8/0.2, lift 14.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.443925
PC18 <= 0.58932
PC21 > -0.4187899
PC28 <= -0.1396902
-> class 2\|0 [0.960]
Rule 41/171: (22.4, lift 14.3)
PC1 <= -0.3062993
PC2 > -1.025067
PC2 <= 2.5099
PC3 <= 0.5160947
PC8 > -0.6680527
PC8 <= 1.443925
PC20 <= 1.50364
PC34 <= -0.3792612
-> class 2\|0 [0.959]
Rule 41/172: (13, lift 13.8)
PC1 <= -0.3062993
PC8 > 1.443925
PC18 <= 0.58932
PC20 <= 0.1357512
PC25 <= 0.2204622
PC46 <= 1.610984
PC60 > -0.1415424
PC62 > 0.5573667
PC84 > -0.6124915
-> class 2\|0 [0.928]
Rule 41/173: (141.7/14.9, lift 13.3)
PC3 <= 0.5160947
PC8 > 1.443925
PC16 <= -0.3207727
PC20 <= 0.1357512
PC21 > -0.4187899
PC25 <= 0.2204622
PC28 <= 0.1510907
PC62 <= 0.5573667
PC84 > -0.6124915
-> class 2\|0 [0.889]
Rule 41/174: (193.2/32.7, lift 12.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC19 <= -1.186269
PC43 > 0.6827847
-> class 2\|0 [0.827]
Rule 41/175: (7.9/2.8, lift 9.1)
PC2 <= -8.410992
PC8 > 1.443925
PC21 > -0.4187899
PC25 <= 0.2204622
-> class 2\|0 [0.613]
Rule 41/176: (156.2/0.2, lift 10.5)
PC3 <= 0.5160947
PC8 > 1.443925
PC18 <= 0.58932
PC20 <= 0.1357512
PC45 > -0.2255869
PC60 <= -0.1415424
PC62 > 0.5573667
-> class 2\|1 [0.992]
Rule 41/177: (70, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= 1.318399
PC8 > -0.6680527
PC8 <= 1.443925
PC10 > -0.1105027
PC22 > -0.8724027
PC29 <= 0.3001588
PC31 > -1.130938
PC43 <= 0.6827847
PC44 > 0.3964564
PC56 > -0.404515
PC100 <= 1.757858
-> class 2\|1 [0.986]
Rule 41/178: (191.4/2.1, lift 10.4)
PC3 <= 0.5160947
PC8 > 1.443925
PC16 > -0.3207727
PC20 <= 0.1357512
PC21 > -0.4187899
PC25 <= 0.2204622
PC45 > -0.2255869
PC60 <= -0.4652371
-> class 2\|1 [0.984]
Rule 41/179: (74.4/0.2, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.443925
PC21 > -0.4187899
PC25 > 0.2204622
PC64 > -0.7024811
-> class 2\|1 [0.984]
Rule 41/180: (104.5/0.8, lift 10.4)
PC2 <= -1.025067
PC7 <= 0.9403377
PC8 > -0.6680527
PC8 <= 1.443925
PC22 > -0.8724027
PC43 <= 0.6827847
PC56 > -0.404515
PC83 > 0.4820723
-> class 2\|1 [0.983]
Rule 41/181: (55.7, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC19 <= 0.1093912
PC20 <= 0.1357512
PC46 > 1.610984
-> class 2\|1 [0.983]
Rule 41/182: (50.5, lift 10.4)
PC1 <= -0.3062993
PC8 > 1.443925
PC84 <= -0.6124915
-> class 2\|1 [0.981]
Rule 41/183: (52, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.443925
PC28 > 0.1510907
-> class 2\|1 [0.981]
Rule 41/184: (46.9, lift 10.3)
PC1 <= -0.3062993
PC2 > -1.025067
PC2 <= 2.5099
PC3 <= 0.5160947
PC8 > 0.1680859
PC8 <= 1.443925
PC34 > -0.3792612
-> class 2\|1 [0.980]
Rule 41/185: (41.2, lift 10.3)
PC3 <= 0.5160947
PC8 > 1.443925
PC13 <= -0.5363092
PC21 > -0.4187899
PC64 > -0.7024811
-> class 2\|1 [0.976]
Rule 41/186: (29, lift 10.2)
PC1 <= -0.3062993
PC8 > 1.443925
PC10 > 0.3130941
PC64 <= -0.7024811
-> class 2\|1 [0.968]
Rule 41/187: (28.6, lift 10.2)
PC2 <= 2.5099
PC14 <= -3.000948
PC49 <= -2.565507
-> class 2\|1 [0.967]
Rule 41/188: (24.5, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC19 > -1.186269
PC43 > 0.6827847
PC62 <= 0.2319568
PC89 > 0.08700045
-> class 2\|1 [0.962]
Rule 41/189: (55.4/1.4, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= 1.78372
PC8 > 0.02958461
PC8 <= 1.443925
PC22 <= -0.8724027
PC32 > -0.004243113
PC38 <= 0.3303936
PC43 <= 0.6827847
-> class 2\|1 [0.958]
Rule 41/190: (19, lift 10.1)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC22 > -0.8724027
PC43 <= 0.6827847
PC56 <= -0.404515
PC67 <= -0.545211
-> class 2\|1 [0.952]
Rule 41/191: (44.8/1.5, lift 10.0)
PC1 > -0.3062993
PC2 <= 2.5099
PC9 <= 0.5940633
PC10 > -0.9925902
PC44 > 1.405561
PC47 <= 9.958738
PC63 > 0.01857104
-> class 2\|1 [0.947]
Rule 41/192: (15.6, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= 0.5160947
PC8 > -0.6680527
PC18 <= 0.58932
PC20 <= 0.1357512
PC47 <= -1.226541
PC64 > -0.7024811
-> class 2\|1 [0.943]
Rule 41/193: (15.6, lift 10.0)
PC1 <= -0.3062993
PC8 > 0.02958461
PC8 <= 1.443925
PC19 <= -2.276393
PC43 <= 0.6827847
-> class 2\|1 [0.943]
Rule 41/194: (14.5, lift 9.9)
PC1 <= -0.3062993
PC9 <= 8.16855
PC32 <= -3.056
PC47 <= -0.779565
-> class 2\|1 [0.939]
Rule 41/195: (226.4/14.4, lift 9.8)
PC1 <= -1.080548
PC2 <= 2.5099
PC6 <= 1.318399
PC7 <= 0.6429959
PC8 > -0.2424951
PC8 <= 1.443925
PC22 > -0.8724027
PC31 > -1.130938
PC41 <= 3.298649
PC44 > -2.073633
PC44 <= 0.3964564
PC56 > -0.404515
PC67 <= 0.2928944
PC68 <= 1.760274
PC83 <= 0.4149004
PC89 <= 0.4101843
-> class 2\|1 [0.933]
Rule 41/196: (239.9/17.1, lift 9.8)
PC1 <= -1.080548
PC6 <= 1.318399
PC7 <= 0.6429959
PC8 > -0.2424951
PC8 <= 1.443925
PC22 > -0.8724027
PC29 <= 0.2122488
PC41 <= 3.298649
PC44 > -2.073633
PC44 <= 0.3964564
PC52 > -0.04500334
PC56 > -0.404515
PC83 <= 0.4149004
PC89 <= 0.4101843
-> class 2\|1 [0.925]
Rule 41/197: (19.1/0.6, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC22 <= -0.8724027
PC45 > 0.3306878
-> class 2\|1 [0.924]
Rule 41/198: (137.4/10.1, lift 9.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.443925
PC20 > 0.1357512
PC40 > -1.644845
PC65 <= 0.3373336
PC70 <= 0.2424158
-> class 2\|1 [0.921]
Rule 41/199: (13.2/0.2, lift 9.7)
PC1 > -0.3062993
PC1 <= -0.1729272
PC2 <= 2.5099
PC47 > 0.3068199
PC83 <= 0.1577438
-> class 2\|1 [0.919]
Rule 41/200: (166.6/13.1, lift 9.7)
PC2 <= 2.5099
PC3 <= 0.5160947
PC7 <= 0.9403377
PC8 > -0.6680527
PC8 <= 1.443925
PC22 > -0.8724027
PC28 > 0.07969564
PC35 <= 0.9045501
PC44 > -0.4892131
-> class 2\|1 [0.917]
Rule 41/201: (9.6, lift 9.6)
PC8 > -2.684477
PC9 > 8.16855
PC39 <= 0.05925293
PC42 <= 2.301626
PC55 <= -1.265919
-> class 2\|1 [0.914]
Rule 41/202: (283.4/23.8, lift 9.6)
PC1 <= -0.3062993
PC2 > -8.410992
PC2 <= -0.4558708
PC8 > 1.443925
PC19 > 0.1093912
PC20 <= 0.1357512
PC21 > -0.4187899
PC28 > -0.1396902
PC64 > -0.7024811
-> class 2\|1 [0.913]
Rule 41/203: (74.7/5.7, lift 9.6)
PC2 <= 2.5099
PC8 > 1.443925
PC18 > 0.58932
-> class 2\|1 [0.913]
Rule 41/204: (212.6/21.9, lift 9.4)
PC1 <= -0.3062993
PC7 <= 1.286718
PC8 > 1.443925
PC20 <= 0.1357512
PC21 > -0.4187899
PC28 > 0.009307127
PC42 <= -0.02571257
PC52 <= 0.1973302
PC60 <= 1.169037
PC61 <= 1.23883
PC63 > -0.2086085
PC79 <= 0.1531508
-> class 2\|1 [0.893]
Rule 41/205: (51.1/5.7, lift 9.2)
PC1 <= -0.3062993
PC8 > 1.443925
PC19 <= 0.1093912
PC64 > -0.7024811
PC99 <= -0.8897412
-> class 2\|1 [0.874]
Rule 41/206: (63.6/10.7, lift 8.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.02958461
PC12 > -1.954554
PC22 <= -0.8724027
PC43 <= 0.6827847
PC80 <= -0.3017558
-> class 2\|1 [0.822]
Rule 41/207: (24/4.6, lift 8.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC28 <= -0.2259787
-> class 2\|1 [0.785]
Rule 41/208: (32.5/8.6, lift 7.6)
PC1 > -0.1729272
PC1 <= 5.665487
PC3 <= -0.01609154
PC8 > 0.07356091
PC9 <= 0.5940633
PC44 <= 1.405561
PC54 <= 0.7174985
-> class 2\|1 [0.722]
Rule 41/209: (46.2/12.5, lift 7.6)
PC1 <= -0.3062993
PC8 > 1.443925
PC20 <= 0.1357512
PC21 <= -0.4187899
-> class 2\|1 [0.720]
Rule 41/210: (105/37.4, lift 6.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.02958461
PC22 <= -0.8724027
PC32 <= -0.004243113
PC80 <= -0.3017558
-> class 2\|1 [0.641]
Rule 41/211: (31/13.2, lift 6.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > 0.5160947
PC8 > -0.6680527
-> class 2\|1 [0.570]
Rule 41/212: (144.5, lift 10.9)
PC8 > -2.684477
PC8 <= -0.6680527
PC9 > 8.16855
PC39 <= 0.05925293
PC55 > -1.265919
-> class 2\|2 [0.993]
Rule 41/213: (126.7, lift 10.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.67052
PC8 <= -0.6680527
PC13 > -0.7185855
PC28 > -0.2259787
PC57 <= 0.2493399
PC63 > 0.1483194
-> class 2\|2 [0.992]
Rule 41/214: (116.2, lift 10.8)
PC1 <= -0.3062993
PC8 > -1.67052
PC8 <= -0.6680527
PC13 > -0.7185855
PC26 > -2.09874
PC34 > -0.5680112
PC44 <= -0.853433
PC47 > -0.779565
PC57 <= 0.2493399
PC97 <= 0.3997275
-> class 2\|2 [0.992]
Rule 41/215: (103, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.67052
PC8 <= -0.6680527
PC13 > -0.7185855
PC34 > -0.5680112
PC43 <= -1.038068
PC57 <= 0.2493399
PC97 <= 0.3997275
-> class 2\|2 [0.990]
Rule 41/216: (191/1.2, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.02958461
PC19 > -3.550094
PC22 <= -0.8724027
PC43 <= 0.6827847
PC45 <= 0.3306878
-> class 2\|2 [0.989]
Rule 41/217: (83.3, lift 10.8)
PC1 <= -0.3062993
PC8 > -2.684477
PC8 <= -0.6680527
PC28 > -0.2259787
PC34 > -0.5680112
PC42 <= 2.301626
PC57 <= 0.2493399
PC90 > 0.5597738
-> class 2\|2 [0.988]
Rule 41/218: (78.8, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.67052
PC8 <= -0.6680527
PC26 > -2.09874
PC57 <= 0.2493399
PC84 <= -0.3333974
-> class 2\|2 [0.988]
Rule 41/219: (316.8/3.8, lift 10.8)
PC1 <= -0.3062993
PC2 <= -1.025067
PC8 > -0.6680527
PC8 <= 1.443925
PC19 > -2.276393
PC22 <= -0.8724027
PC32 <= -0.004243113
PC43 <= 0.6827847
PC45 <= 0.3306878
PC54 <= 1.296294
PC80 > -0.3017558
-> class 2\|2 [0.985]
Rule 41/220: (59.6, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= 1.318399
PC7 <= 0.6429959
PC8 > -0.6680527
PC29 > 0.2122488
PC29 <= 0.3001588
PC41 <= 3.298649
PC67 > 0.2928944
PC83 <= 0.4820723
-> class 2\|2 [0.984]
Rule 41/221: (147.8/1.4, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.67052
PC8 <= -0.6680527
PC13 > -0.7185855
PC15 <= 3.89344
PC28 > -0.2259787
PC57 <= 0.2493399
PC59 > 0.1012069
PC97 <= 0.3997275
-> class 2\|2 [0.984]
Rule 41/222: (181.8/2.6, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC12 <= -1.954554
PC22 <= -0.8724027
PC32 <= -0.004243113
PC43 <= 0.6827847
-> class 2\|2 [0.980]
Rule 41/223: (34.9/0.1, lift 10.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC7 <= 0.6429959
PC8 > -0.2424951
PC8 <= 1.443925
PC43 <= 0.6827847
PC52 <= -0.04500334
PC67 > 0.2928944
PC89 <= 0.4101843
-> class 2\|2 [0.969]
Rule 41/224: (92.4/2.1, lift 10.6)
PC1 <= -0.3062993
PC8 > -1.67052
PC8 <= -0.6680527
PC9 <= -2.019514
PC13 > -0.7185855
PC15 <= 3.89344
PC28 > -0.2259787
PC57 <= 0.2493399
PC97 <= 0.3997275
-> class 2\|2 [0.967]
Rule 41/225: (27.1, lift 10.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC42 <= 0.007976791
PC52 <= -0.2106413
PC57 <= 0.2493399
-> class 2\|2 [0.964]
Rule 41/226: (93.6/2.7, lift 10.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC19 > -2.276393
PC22 <= -0.8724027
PC38 > 0.3303936
PC45 <= 0.3306878
-> class 2\|2 [0.961]
Rule 41/227: (18.5, lift 10.4)
PC1 <= -0.3062993
PC2 <= -1.025067
PC8 > -0.6680527
PC8 <= 1.443925
PC9 > -1.391046
PC22 > -0.8724027
PC28 <= 0.07969564
PC56 <= -0.404515
PC67 > -0.545211
-> class 2\|2 [0.951]
Rule 41/228: (18, lift 10.4)
PC2 <= 2.5099
PC8 > -2.684477
PC9 <= 8.16855
PC71 > 11.85997
-> class 2\|2 [0.950]
Rule 41/229: (52.8/1.7, lift 10.4)
PC2 <= 2.5099
PC3 <= 0.5160947
PC7 <= 0.9403377
PC8 > -0.6680527
PC8 <= 1.443925
PC22 > -0.8724027
PC44 <= 0.3964564
PC56 > -0.404515
PC68 <= 1.760274
PC83 <= 0.4820723
PC89 > 0.4101843
-> class 2\|2 [0.950]
Rule 41/230: (22.6/0.6, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC35 <= 0.9045501
PC44 <= -0.4892131
PC56 <= -0.404515
PC67 > -0.545211
-> class 2\|2 [0.937]
Rule 41/231: (118.3/7.2, lift 10.2)
PC1 <= -0.3062993
PC2 <= -1.025067
PC6 > 1.78372
PC8 > -0.6680527
PC8 <= 1.443925
PC38 <= 0.3303936
PC43 <= 0.6827847
PC45 <= 0.3306878
-> class 2\|2 [0.932]
Rule 41/232: (10.9, lift 10.1)
PC1 > -1.080548
PC1 <= -0.3062993
PC2 <= -1.025067
PC7 <= 0.6429959
PC8 > -0.6680527
PC44 <= 0.3964564
-> class 2\|2 [0.923]
Rule 41/233: (12.7/0.1, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC13 > -0.7185855
PC57 <= 0.2493399
PC58 <= -0.4576532
-> class 2\|2 [0.923]
Rule 41/234: (43.4/2.5, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC20 > 0.1357512
PC40 <= -1.644845
-> class 2\|2 [0.922]
Rule 41/235: (9.9, lift 10.0)
PC1 <= -0.3062993
PC8 > -2.684477
PC8 <= -1.67052
PC36 > 0.4160954
PC42 <= 0.007976791
PC57 <= 0.2493399
-> class 2\|2 [0.916]
Rule 41/236: (10.2/0.1, lift 9.9)
PC1 <= -0.3062993
PC8 <= -2.684477
PC31 > 1.244208
PC40 <= -0.25699
PC46 <= 0.4325333
-> class 2\|2 [0.907]
Rule 41/237: (65.8/6, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 1.443925
PC44 <= -2.073633
PC56 > -0.404515
PC68 <= 1.760274
PC83 <= 0.4820723
-> class 2\|2 [0.897]
Rule 41/238: (44.6/3.9, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC11 <= -0.6208298
PC40 > -0.70543
PC42 <= 0.007976791
PC47 > -0.779565
PC57 <= 0.2493399
PC59 > 0.1331487
-> class 2\|2 [0.896]
Rule 41/239: (24.6/1.8, lift 9.8)
PC1 <= -0.3062993
PC8 <= -2.684477
PC18 > -0.2556406
PC27 <= -0.3150688
PC31 <= 1.244208
PC74 > -0.8870361
PC85 <= 0.659854
PC87 <= -0.06237209
-> class 2\|2 [0.895]
Rule 41/240: (44.5/3.9, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= 0.5160947
PC8 > -0.6680527
PC8 <= 1.443925
PC22 <= -0.3912315
PC43 > 0.6827847
PC62 > 0.2319568
-> class 2\|2 [0.894]
Rule 41/241: (111.5/11.1, lift 9.8)
PC2 <= 2.5099
PC3 <= -0.2394112
PC8 > -2.684477
PC8 <= -0.6680527
PC34 > -0.5680112
PC40 <= -0.70543
PC47 > -0.779565
PC48 > -0.1967567
PC49 > -2.565507
-> class 2\|2 [0.893]
Rule 41/242: (78.2/8.2, lift 9.7)
PC1 <= -0.3062993
PC8 > -0.6680527
PC8 <= 1.443925
PC29 <= 0.3001588
PC31 <= -1.130938
PC43 <= 0.6827847
PC56 > -0.404515
-> class 2\|2 [0.886]
Rule 41/243: (42.9/4.2, lift 9.7)
PC1 <= -0.3062993
PC2 <= -1.025067
PC3 <= 0.5160947
PC7 > 0.6429959
PC8 > -0.6680527
PC8 <= 1.443925
PC22 > -0.8724027
PC44 <= 0.3964564
PC56 > -0.404515
-> class 2\|2 [0.884]
Rule 41/244: (6.6, lift 9.7)
PC8 > -2.684477
PC8 <= -0.6680527
PC39 > -0.04990543
PC39 <= -0.04903829
-> class 2\|2 [0.884]
Rule 41/245: (28.2/2.5, lift 9.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.177402
PC8 <= -0.6680527
PC39 > -0.04990543
PC47 > -0.779565
PC49 > -2.565507
PC57 > 0.2493399
-> class 2\|2 [0.883]
Rule 41/246: (27.1/2.6, lift 9.6)
PC2 <= -1.025067
PC6 <= 1.318399
PC7 <= 0.9403377
PC8 > -0.6680527
PC8 <= -0.2424951
PC22 > -0.8724027
PC31 > -1.130938
PC44 <= 0.3964564
PC56 > -0.404515
PC68 <= 1.760274
PC83 <= 0.4820723
PC100 <= 1.757858
-> class 2\|2 [0.878]
Rule 41/247: (24.1/2.7, lift 9.4)
PC8 > -2.684477
PC8 <= -0.6680527
PC26 > 2.75342
PC47 > -0.779565
PC57 > 0.2493399
-> class 2\|2 [0.860]
Rule 41/248: (4.8, lift 9.3)
PC1 <= -0.3062993
PC2 <= -5.831628
PC8 <= -2.684477
PC46 <= 0.4325333
PC74 <= -0.8870361
-> class 2\|2 [0.852]
Rule 41/249: (172.8/25.2, lift 9.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.6680527
PC20 > 0.1357512
PC65 <= 0.3373336
PC70 > 0.2424158
-> class 2\|2 [0.850]
Rule 41/250: (51.8/7.7, lift 9.2)
PC1 <= -0.3062993
PC8 <= -2.684477
PC46 > 0.4325333
PC55 > -0.4605147
PC75 > -0.4725547
-> class 2\|2 [0.839]
Rule 41/251: (38.9/6.3, lift 9.0)
PC1 > -0.3062993
PC1 <= 5.665487
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -0.9156818
PC8 <= 0.07356091
PC9 <= 0.5940633
PC37 > -1.374164
PC44 <= 1.405561
-> class 2\|2 [0.820]
Rule 41/252: (27.2/4.7, lift 8.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.443925
PC20 > 0.1357512
PC65 > 0.3373336
-> class 2\|2 [0.804]
Rule 41/253: (18/3.1, lift 8.7)
PC1 > -0.3062993
PC1 <= -0.1729272
PC2 <= 2.5099
PC4 <= 0.8676775
PC14 <= -0.2832028
-> class 2\|2 [0.794]
Rule 41/254: (9/1.3, lift 8.7)
PC1 <= -0.3062993
PC2 > -1.025067
PC2 <= 2.5099
PC3 <= 0.5160947
PC8 > -0.6680527
PC8 <= 0.1680859
PC20 <= 1.50364
-> class 2\|2 [0.793]
Rule 41/255: (19.3/3.6, lift 8.6)
PC1 <= -0.3062993
PC2 <= -1.025067
PC8 > -0.6680527
PC8 <= 1.443925
PC29 <= 0.3001588
PC44 <= 0.3964564
PC56 > -0.404515
PC68 <= 1.760274
PC83 > 0.4149004
PC83 <= 0.4820723
-> class 2\|2 [0.783]
Rule 41/256: (60.2/14.3, lift 8.2)
PC7 <= 1.286718
PC13 > -0.5363092
PC21 > -0.4187899
PC28 > 0.009307127
PC52 <= 0.1973302
PC60 <= 1.169037
PC61 > 1.23883
PC63 > -0.2086085
-> class 2\|2 [0.753]
Rule 41/257: (4.1/0.6, lift 8.1)
PC8 <= -2.684477
PC46 > 0.4325333
PC71 > 2.500232
-> class 2\|2 [0.741]
Rule 41/258: (48.1/12.4, lift 8.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC42 > 2.301626
-> class 2\|2 [0.733]
Rule 41/259: (99.8/70.2, lift 3.3)
PC31 > 1.244208
PC86 > 0.7010348
-> class 2\|2 [0.301]
Rule 41/260: (59.4, lift 8.9)
PC1 > -0.1729272
PC2 <= 2.5099
PC10 <= -0.9925902
PC19 > -1.342918
PC36 > -4.764976
PC79 > -0.3699443
-> class 2\|3 [0.984]
Rule 41/261: (35.6, lift 8.8)
PC2 <= 2.5099
PC10 <= -0.9925902
PC65 <= -2.456367
-> class 2\|3 [0.973]
Rule 41/262: (144.1/3.1, lift 8.8)
PC1 <= -0.3062993
PC8 > -2.684477
PC8 <= -1.67052
PC9 <= 8.16855
PC34 > -0.5680112
PC42 > 0.007976791
PC57 <= 0.2493399
PC68 > -0.9827718
PC90 <= 0.5597738
-> class 2\|3 [0.972]
Rule 41/263: (57.2/1, lift 8.8)
PC1 <= -0.3062993
PC8 <= -2.684477
PC19 <= -2.418837
PC54 <= -0.5966528
-> class 2\|3 [0.966]
Rule 41/264: (124.6/5, lift 8.7)
PC1 <= -0.3062993
PC8 > -2.684477
PC8 <= -1.177402
PC9 <= 8.16855
PC26 <= 2.75342
PC39 > -0.04903829
PC40 > -0.70543
PC47 > -0.779565
PC57 > 0.2493399
-> class 2\|3 [0.952]
Rule 41/265: (33.6/1.7, lift 8.4)
PC1 > -0.1729272
PC1 <= 5.665487
PC3 <= -0.01609154
PC8 <= -0.9156818
PC10 > -0.9925902
PC60 <= 0.5588369
-> class 2\|3 [0.924]
Rule 41/266: (304.1/22.5, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC9 <= 8.16855
PC26 <= 2.75342
PC39 <= -0.04990543
PC40 > -0.70543
PC42 <= 2.301626
PC47 > -0.779565
PC57 > 0.2493399
PC71 <= 11.85997
-> class 2\|3 [0.923]
Rule 41/267: (65.5/4.8, lift 8.3)
PC2 <= 2.5099
PC8 <= -2.684477
PC19 > -2.418837
PC85 > 0.659854
PC98 > 0.2275434
-> class 2\|3 [0.915]
Rule 41/268: (9.4, lift 8.3)
PC1 <= -0.3062993
PC4 > 0.02950371
PC8 <= -2.684477
PC19 <= -2.418837
-> class 2\|3 [0.912]
Rule 41/269: (8.5/0.2, lift 8.0)
PC2 <= 2.5099
PC10 <= -0.9925902
PC19 <= -1.342918
PC97 > 0.845985
-> class 2\|3 [0.883]
Rule 41/270: (29.1/5.7, lift 7.1)
PC8 <= -0.6680527
PC9 > 8.16855
PC39 > 0.05925293
PC49 > -2.565507
-> class 2\|3 [0.784]
Rule 41/271: (12233.3/10039.5, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.179]
Rule 41/272: (555.1/2.7, lift 17.3)
PC1 <= -0.3062993
PC4 <= 0.02950371
PC8 <= -2.684477
PC19 <= -2.418837
PC22 > -1.646191
PC46 <= 0.4325333
PC54 > -0.5966528
-> class 2\|4 [0.993]
Rule 41/273: (141, lift 17.3)
PC8 <= -2.684477
PC15 <= -0.4055221
PC18 > -0.2556406
PC22 > -1.646191
PC43 > -0.1303304
PC46 <= 0.4325333
PC61 > 0.6289855
PC74 > -0.8870361
-> class 2\|4 [0.993]
Rule 41/274: (319.4/4.5, lift 17.1)
PC8 <= -2.684477
PC11 <= -3.789999
PC22 > -1.646191
PC46 <= 0.4325333
-> class 2\|4 [0.983]
Rule 41/275: (192.4/2.8, lift 17.1)
PC2 <= 2.5099
PC8 <= -2.684477
PC19 > -2.418837
PC22 > -1.646191
PC31 <= 1.244208
PC46 <= 0.4325333
PC74 > -0.8870361
PC85 > 0.659854
PC98 <= 0.2275434
-> class 2\|4 [0.981]
Rule 41/276: (48.7/0.7, lift 16.8)
PC2 <= 2.5099
PC8 <= -2.684477
PC22 > -1.646191
PC40 > -0.6399106
PC57 > 0.8996063
PC74 > -0.8870361
PC78 > -0.8670745
-> class 2\|4 [0.966]
Rule 41/277: (107.7/3.3, lift 16.7)
PC1 <= -0.3062993
PC8 <= -2.684477
PC15 <= -0.4055221
PC18 > -0.2556406
PC43 > -0.1303304
PC46 <= 0.4325333
PC66 > 0.1295159
-> class 2\|4 [0.961]
Rule 41/278: (44.4/1.2, lift 16.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6680527
PC9 <= 8.16855
PC47 <= -0.779565
PC75 > -0.003235689
PC90 <= 0.2148222
-> class 2\|4 [0.953]
Rule 41/279: (480.7/23.3, lift 16.5)
PC1 <= -0.3062993
PC5 <= 1.267431
PC8 <= -2.684477
PC18 <= -0.2556406
PC22 > -1.646191
PC40 > -0.6399106
PC46 <= 0.4325333
-> class 2\|4 [0.950]
Rule 41/280: (15.2, lift 16.4)
PC8 <= -0.6680527
PC9 <= 8.16855
PC26 > 4.616228
-> class 2\|4 [0.942]
Rule 41/281: (14.3, lift 16.4)
PC1 <= -4.50992
PC8 <= -2.684477
PC22 > -1.646191
PC46 <= 0.4325333
PC74 > -0.8870361
-> class 2\|4 [0.939]
Rule 41/282: (50.1/2.6, lift 16.2)
PC8 <= -2.684477
PC22 > -1.646191
PC31 <= 1.244208
PC40 > -0.6399106
PC46 <= 0.4325333
PC49 > -2.565507
PC78 <= -0.8670745
-> class 2\|4 [0.931]
Rule 41/283: (9.6, lift 15.9)
PC1 > -0.3062993
PC36 <= -4.764976
-> class 2\|4 [0.914]
Rule 41/284: (158.4/13.2, lift 15.9)
PC1 <= -0.3062993
PC8 <= -2.684477
PC22 > -1.646191
PC28 > -0.3982289
PC31 <= 1.244208
PC40 > -0.6399106
PC43 > -0.1303304
PC46 <= 0.4325333
PC48 > 0.3607188
PC49 > -2.565507
PC74 > -0.8870361
-> class 2\|4 [0.911]
Rule 41/285: (48/3.6, lift 15.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC10 <= -0.9925902
PC19 > -1.342918
PC65 > -2.456367
PC79 <= -0.3699443
-> class 2\|4 [0.909]
Rule 41/286: (108.1/11.6, lift 15.4)
PC2 <= 2.5099
PC8 <= -0.6680527
PC28 <= -0.3982289
PC31 <= 1.244208
PC46 <= 0.4325333
PC74 > -0.8870361
-> class 2\|4 [0.886]
Rule 41/287: (3.9, lift 14.5)
PC1 <= -0.3062993
PC8 <= -2.684477
PC15 <= -0.4055221
PC43 > -0.1303304
PC56 <= -0.8251416
-> class 2\|4 [0.831]
Rule 41/288: (21.6/6, lift 12.3)
PC1 > -0.3062993
PC1 <= -0.1729272
PC2 <= 2.5099
PC4 <= 0.8676775
PC83 > 0.1577438
-> class 2\|4 [0.705]
Rule 41/289: (15.2/4.6, lift 11.8)
PC2 <= 2.5099
PC8 > -2.711292
PC8 <= -2.684477
PC27 > -0.3150688
PC46 <= 0.4325333
-> class 2\|4 [0.676]
Default class: 2\|3
----- Trial 42: -----
Rules:
Rule 42/1: (119.7/0.4, lift 14.7)
PC2 > 2.294892
PC13 <= 6.92457
PC18 > 2.052136
PC24 <= -2.67072
PC29 > -2.339556
PC55 > -0.4774561
PC59 <= 0.07069725
-> class 0\|0 [0.989]
Rule 42/2: (244.7/3.1, lift 14.6)
PC1 > -0.6841916
PC13 <= 6.92457
PC18 > 2.052136
PC19 > -0.2682264
PC25 > -0.3961996
PC32 > 0.6346551
PC33 <= 3.221154
PC55 > -0.4774561
-> class 0\|0 [0.983]
Rule 42/3: (25.2, lift 14.3)
PC2 > 2.294892
PC3 <= 1.640775
PC6 > 0.3045326
PC18 > -0.4683644
PC48 <= 0.360111
-> class 0\|0 [0.963]
Rule 42/4: (94.3/2.8, lift 14.3)
PC2 > 2.294892
PC3 <= 1.640775
PC5 <= 1.7208
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 1.929878
PC24 > 0.1716518
PC43 <= 1.800024
PC48 > 0.360111
PC63 <= 0.877684
-> class 0\|0 [0.961]
Rule 42/5: (16.3, lift 14.1)
PC1 > -0.4226338
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC24 <= 0.1716518
PC48 > 0.360111
-> class 0\|0 [0.945]
Rule 42/6: (45.3/3, lift 13.6)
PC2 > 2.294892
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.4683644
PC20 > -4.604566
PC86 <= -2.648765
PC88 <= 3.585159
-> class 0\|0 [0.916]
Rule 42/7: (6.3/0.2, lift 12.8)
PC13 > 6.92457
PC46 <= -0.1855004
PC59 > 3.033787
PC88 <= 3.585159
-> class 0\|0 [0.858]
Rule 42/8: (12.9/1.5, lift 12.4)
PC13 <= 6.92457
PC18 > 0.7618142
PC18 <= 2.052136
PC24 > 1.448241
PC48 <= 0.360111
PC57 > -0.6004622
PC89 > -0.8360177
-> class 0\|0 [0.831]
Rule 42/9: (5.5/0.3, lift 12.3)
PC13 > 6.92457
PC20 > -4.604566
PC31 > 0.1783828
PC46 <= -0.1855004
-> class 0\|0 [0.829]
Rule 42/10: (12.9/1.6, lift 12.2)
PC2 > 2.294892
PC18 > 0.7618142
PC18 <= 2.052136
PC43 <= -2.217216
PC47 <= 4.410915
PC48 <= 0.360111
-> class 0\|0 [0.823]
Rule 42/11: (17.1/5.1, lift 10.2)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC43 <= 1.800024
PC47 <= 4.410915
PC48 <= 0.360111
PC67 > 0.5365798
PC83 <= 3.357155
PC88 <= 3.585159
-> class 0\|0 [0.682]
Rule 42/12: (1573.4/563.4, lift 9.6)
PC13 <= 6.92457
PC18 > 2.052136
PC20 > -4.604566
PC43 <= 1.800024
PC83 <= 3.357155
PC87 <= 1.402057
PC88 <= 3.585159
-> class 0\|0 [0.642]
Rule 42/13: (140, lift 14.1)
PC1 <= -0.6841916
PC2 > 6.570574
PC13 <= 6.92457
PC18 > 2.052136
PC20 > -4.604566
PC24 > -2.67072
PC29 > -2.339556
PC54 > -1.083956
PC72 <= 0.9120623
PC75 <= 0.1293883
PC87 <= 1.402057
PC88 <= 3.585159
-> class 0\|1 [0.993]
Rule 42/14: (125.7, lift 14.1)
PC2 > 2.294892
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 0.7618142
PC47 <= 0.6989955
PC48 <= 0.360111
PC55 > 0.01443866
PC57 > -0.6004622
PC60 <= -0.3499543
PC67 <= 0.5365798
PC86 > -2.648765
PC89 > -0.8360177
-> class 0\|1 [0.992]
Rule 42/15: (74.1, lift 14.0)
PC13 > 6.92457
PC13 <= 12.55908
PC18 > -0.4683644
PC20 > -4.036534
PC31 <= 0.1783828
PC42 <= 0.1219841
PC59 <= 3.033787
PC93 <= 0.02408726
-> class 0\|1 [0.987]
Rule 42/16: (79/0.5, lift 14.0)
PC2 > 2.294892
PC3 <= 1.640775
PC12 > -0.7844212
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 0.7618142
PC47 <= 0.6989955
PC48 <= 0.360111
PC55 > 0.01443866
PC60 > -0.3477072
PC89 > -0.8360177
PC92 <= 0.9237235
PC100 <= 0.2988653
-> class 0\|1 [0.982]
Rule 42/17: (40.4, lift 13.9)
PC2 > 2.294892
PC3 <= 1.640775
PC12 > 0.493904
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC20 <= 2.114581
PC48 <= 0.360111
-> class 0\|1 [0.976]
Rule 42/18: (60.9/0.5, lift 13.9)
PC1 > -0.6841916
PC2 > 2.294892
PC3 <= 1.640775
PC10 > -7.567951
PC18 > -0.4683644
PC25 > -0.3961996
PC32 <= 0.6346551
PC35 <= -0.2555635
-> class 0\|1 [0.976]
Rule 42/19: (34.7, lift 13.8)
PC2 > 2.294892
PC3 <= 1.640775
PC5 <= 1.7208
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 2.052136
PC48 > 0.360111
PC63 > 0.877684
PC73 > -1.009294
-> class 0\|1 [0.973]
Rule 42/20: (275.2/7.3, lift 13.8)
PC2 > 2.294892
PC3 <= 1.640775
PC6 <= 0.3045326
PC13 <= 6.92457
PC18 > 0.7618142
PC18 <= 2.052136
PC24 <= 1.448241
PC43 > -2.217216
PC47 <= 4.410915
PC48 <= 0.360111
PC57 > -0.6004622
PC83 <= 3.357155
PC87 <= 1.402057
PC89 > -0.8360177
-> class 0\|1 [0.970]
Rule 42/21: (31.6, lift 13.8)
PC18 > 2.052136
PC43 <= 1.800024
PC49 <= 1.160974
PC55 <= -0.4774561
PC88 <= 3.585159
-> class 0\|1 [0.970]
Rule 42/22: (165/4.1, lift 13.8)
PC1 <= -0.6841916
PC13 <= 6.92457
PC18 > 2.052136
PC21 > -0.9886712
PC22 > -1.730961
PC24 > -2.67072
PC29 > -2.339556
PC54 > -0.7703204
PC72 <= 0.9120623
PC75 > -1.760202
PC75 <= 0.1293883
PC87 <= 1.402057
PC88 <= 3.585159
PC100 <= 1.565528
-> class 0\|1 [0.969]
Rule 42/23: (29.3, lift 13.8)
PC2 > 2.294892
PC18 > -0.4683644
PC34 <= -3.972987
PC47 <= 4.410915
-> class 0\|1 [0.968]
Rule 42/24: (43.8/0.6, lift 13.7)
PC2 > 2.294892
PC18 > 2.052136
PC20 > -4.604566
PC33 > 3.221154
PC88 <= 3.585159
-> class 0\|1 [0.965]
Rule 42/25: (31.6/0.2, lift 13.7)
PC1 > -0.6841916
PC2 > 2.294892
PC3 <= 1.640775
PC5 <= -0.6336985
PC17 > -0.07987422
PC32 <= 0.6346551
PC91 <= -0.01541435
-> class 0\|1 [0.964]
Rule 42/26: (44.3/1.2, lift 13.5)
PC13 <= 6.92457
PC14 > 1.991589
PC18 > 2.052136
PC32 <= 0.6346551
PC70 > -0.9265106
-> class 0\|1 [0.953]
Rule 42/27: (24.1/0.2, lift 13.5)
PC1 <= -0.6841916
PC18 > 2.052136
PC24 <= -2.67072
PC29 > -2.339556
PC49 <= 1.160974
PC59 > 0.07069725
PC75 > -1.760202
-> class 0\|1 [0.952]
Rule 42/28: (18.4, lift 13.5)
PC1 > -0.6841916
PC13 <= 6.92457
PC18 > 2.052136
PC22 <= -0.318399
PC32 <= 0.6346551
PC70 > -0.9265106
-> class 0\|1 [0.951]
Rule 42/29: (47.2/1.5, lift 13.5)
PC2 > 2.294892
PC3 <= 1.640775
PC7 <= -0.7654072
PC13 <= 0.4717803
PC18 <= -0.4683644
PC20 > -3.549603
PC25 <= 0.4817722
PC88 > -8.705983
-> class 0\|1 [0.950]
Rule 42/30: (122.1/6.3, lift 13.4)
PC5 > 1.69529
PC13 <= 6.92457
PC18 > 2.052136
PC19 <= 0.01280302
PC25 > -0.3961996
PC47 <= 4.410915
PC70 > -0.9265106
-> class 0\|1 [0.941]
Rule 42/31: (67.6/3.5, lift 13.3)
PC1 <= -0.4226338
PC2 > 2.294892
PC5 <= 1.7208
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 2.052136
PC24 <= 0.1716518
PC48 > 0.360111
PC59 > -3.042485
PC73 > -1.009294
-> class 0\|1 [0.936]
Rule 42/32: (15.9/0.2, lift 13.3)
PC2 > 2.294892
PC5 <= 1.69529
PC18 > -0.4683644
PC22 > -0.318399
PC32 <= 0.6346551
PC35 > -0.2555635
PC85 > 1.133667
-> class 0\|1 [0.934]
Rule 42/33: (118.9/7.7, lift 13.2)
PC6 <= 0.3045326
PC18 > -0.4683644
PC20 > 2.114581
PC48 <= 0.360111
PC57 <= -0.6004622
PC59 > -3.042485
PC67 <= 0.5365798
PC89 > -0.8360177
-> class 0\|1 [0.928]
Rule 42/34: (10.7, lift 13.0)
PC1 > -0.6841916
PC17 <= -0.07987422
PC18 > 2.052136
PC19 <= 0.01280302
-> class 0\|1 [0.917]
Rule 42/35: (87.1/7.3, lift 12.9)
PC13 <= 6.92457
PC18 > 2.052136
PC19 <= 0.01280302
PC25 > -0.3961996
PC32 <= 0.6346551
PC35 > -0.2555635
PC41 > 0.1163346
PC70 > -0.9265106
-> class 0\|1 [0.907]
Rule 42/36: (33.3/2.9, lift 12.6)
PC10 <= -6.299334
PC18 > -0.9046226
PC18 <= -0.4683644
-> class 0\|1 [0.889]
Rule 42/37: (7.6, lift 12.6)
PC1 > -0.6841916
PC2 > 2.294892
PC3 <= 1.640775
PC19 <= -0.2682264
PC32 > 0.6346551
PC70 > -0.9265106
-> class 0\|1 [0.886]
Rule 42/38: (18/1.6, lift 12.4)
PC10 <= -7.567951
PC18 > 2.052136
PC70 > -0.9265106
-> class 0\|1 [0.870]
Rule 42/39: (5.6, lift 12.4)
PC18 > 2.052136
PC32 > 0.6255438
PC32 <= 0.6346551
PC49 <= 1.160974
-> class 0\|1 [0.869]
Rule 42/40: (5.4, lift 12.3)
PC10 <= -6.299334
PC11 <= 0.003633523
PC18 <= -0.4683644
-> class 0\|1 [0.865]
Rule 42/41: (33.8/5.5, lift 11.6)
PC2 > 2.294892
PC3 <= 1.640775
PC5 <= -0.6336985
PC17 > -0.07987422
PC32 <= 0.6346551
PC41 <= 0.1163346
PC86 <= -0.5299549
-> class 0\|1 [0.818]
Rule 42/42: (58.6/11.4, lift 11.3)
PC2 > 2.294892
PC3 <= 1.640775
PC4 <= 8.399589
PC18 > -1.032622
PC18 <= -0.4683644
PC44 > 0.7009842
PC77 <= 1.121771
PC92 > -1.456696
-> class 0\|1 [0.795]
Rule 42/43: (41/14, lift 9.3)
PC1 > -0.6841916
PC13 <= 6.92457
PC18 > 2.052136
PC19 <= 0.01280302
PC25 <= -0.3961996
-> class 0\|1 [0.651]
Rule 42/44: (89.2/0.3, lift 11.3)
PC13 > 6.92457
PC18 > -0.4683644
PC20 > -4.604566
PC46 > -0.1855004
PC63 > -0.9149661
PC74 <= -0.3718084
PC78 <= 0.9144238
PC91 <= 0.8491476
-> class 0\|2 [0.985]
Rule 42/45: (41.8, lift 11.2)
PC3 <= 1.640775
PC18 > -2.175213
PC18 <= -0.4683644
PC38 <= 1.184574
PC52 <= -1.484914
PC58 > -1.336068
PC79 <= 0.962815
PC86 <= 1.141508
-> class 0\|2 [0.977]
Rule 42/46: (38.6, lift 11.2)
PC2 > 2.294892
PC3 <= 1.640775
PC12 <= -0.7844212
PC18 > -0.4683644
PC18 <= 0.7618142
PC20 > -4.604566
PC43 <= 1.800024
PC47 <= 0.6989955
PC60 > -0.3499543
-> class 0\|2 [0.975]
Rule 42/47: (82.9/1.2, lift 11.1)
PC2 > 2.294892
PC3 <= 1.640775
PC12 <= 0.493904
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC20 <= 2.114581
PC43 <= 1.800024
PC47 <= 4.410915
PC48 <= 0.360111
PC57 <= -0.6004622
PC59 > -3.042485
PC67 <= 0.5365798
-> class 0\|2 [0.974]
Rule 42/48: (34.4, lift 11.1)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.7618142
PC43 <= 1.800024
PC48 <= 0.360111
PC57 > -0.6004622
PC83 <= 3.357155
PC92 > 0.9237235
-> class 0\|2 [0.972]
Rule 42/49: (31.7, lift 11.1)
PC13 > 6.92457
PC18 > -0.4683644
PC46 <= -0.1855004
PC93 > 0.02408726
-> class 0\|2 [0.970]
Rule 42/50: (22.1, lift 11.0)
PC3 <= 1.640775
PC7 <= -0.7654072
PC18 <= -0.4683644
PC25 > 0.4817722
-> class 0\|2 [0.959]
Rule 42/51: (22.2, lift 11.0)
PC13 > 12.55908
PC47 <= 4.410915
-> class 0\|2 [0.959]
Rule 42/52: (15.1, lift 10.8)
PC2 > 2.294892
PC18 <= -0.4683644
PC56 > -0.2503361
PC56 <= -0.2456043
PC97 > -0.9075205
-> class 0\|2 [0.942]
Rule 42/53: (63.9/3, lift 10.7)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC20 > -4.604566
PC34 > -3.972987
PC88 > 3.585159
-> class 0\|2 [0.939]
Rule 42/54: (14, lift 10.7)
PC13 > 6.92457
PC20 <= -4.036534
PC46 <= -0.1855004
-> class 0\|2 [0.938]
Rule 42/55: (29.6/1.1, lift 10.7)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC20 > -4.604566
PC43 <= 1.800024
PC87 > 1.402057
-> class 0\|2 [0.933]
Rule 42/56: (12.1, lift 10.6)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC48 > 0.360111
PC73 <= -1.009294
PC83 <= 3.357155
PC86 > -2.648765
-> class 0\|2 [0.929]
Rule 42/57: (35/1.8, lift 10.6)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC47 <= 4.410915
PC48 <= 0.360111
PC67 <= 0.5365798
PC87 <= 1.402057
PC88 <= 3.585159
PC89 <= -0.8360177
-> class 0\|2 [0.925]
Rule 42/58: (41.3/3.1, lift 10.3)
PC2 > 2.294892
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.7618142
PC20 > -4.604566
PC43 <= 1.800024
PC60 > -0.3499543
PC86 > -2.648765
PC89 > -0.8360177
PC100 > 0.2988653
-> class 0\|2 [0.905]
Rule 42/59: (99.7/10.4, lift 10.1)
PC4 > 8.399589
PC10 > -6.214788
PC18 <= -0.4683644
PC77 <= 1.121771
-> class 0\|2 [0.887]
Rule 42/60: (40.2/4.6, lift 9.9)
PC13 > 6.92457
PC18 > -0.4683644
PC42 > 0.1219841
PC46 <= -0.1855004
-> class 0\|2 [0.868]
Rule 42/61: (43.2/5.5, lift 9.8)
PC2 > 2.294892
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.604566
PC43 <= 1.800024
PC59 <= -3.042485
PC87 <= 1.402057
-> class 0\|2 [0.857]
Rule 42/62: (35.4/4.6, lift 9.7)
PC7 > -0.1430541
PC15 > 0.9943348
PC18 > -0.4683644
PC20 <= -4.604566
-> class 0\|2 [0.850]
Rule 42/63: (32.9/4.9, lift 9.5)
PC2 > 2.294892
PC3 <= 1.640775
PC11 > 0.2945656
PC77 <= 1.121771
-> class 0\|2 [0.830]
Rule 42/64: (42.9/7.7, lift 9.2)
PC2 > 2.294892
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 0.7618142
PC47 > 0.6989955
PC48 <= 0.360111
PC88 <= 3.585159
PC92 <= 0.9237235
-> class 0\|2 [0.807]
Rule 42/65: (102.3/19.7, lift 9.2)
PC2 > 2.294892
PC3 <= 1.640775
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 0.7618142
PC43 <= 1.800024
PC47 <= 0.6989955
PC48 <= 0.360111
PC55 <= 0.01443866
PC83 <= 3.357155
-> class 0\|2 [0.802]
Rule 42/66: (30.4/9.2, lift 7.8)
PC2 > 2.294892
PC13 > 1.698335
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 2.052136
PC59 > -3.042485
PC83 <= 3.357155
-> class 0\|2 [0.685]
Rule 42/67: (2906.1/1675.4, lift 4.8)
PC2 > 2.294892
PC3 <= 1.640775
PC18 <= -0.4683644
-> class 0\|2 [0.424]
Rule 42/68: (150.3, lift 11.1)
PC3 <= 1.640775
PC4 <= 8.399589
PC11 <= 0.2945656
PC18 <= -2.175213
PC32 <= 2.677861
PC74 <= 3.314489
PC97 <= -0.9075205
-> class 0\|3 [0.993]
Rule 42/69: (142.3, lift 11.1)
PC2 > 3.107945
PC3 <= 1.640775
PC4 > -7.746524
PC10 > -6.299334
PC18 <= -2.175213
PC27 > -0.9436151
PC32 <= 2.677861
PC38 > 0.5187551
PC56 > -0.2456043
PC57 <= 1.506779
PC61 > -0.3434061
PC77 <= 1.121771
PC84 <= 0.2998835
PC90 > -0.8960349
PC94 <= 0.5050467
PC99 > -1.575642
-> class 0\|3 [0.993]
Rule 42/70: (111, lift 11.1)
PC4 <= 8.399589
PC7 > -0.7654072
PC10 > -6.299334
PC18 <= -2.175213
PC57 <= 1.506779
PC94 <= -0.9635324
-> class 0\|3 [0.991]
Rule 42/71: (119.4, lift 11.1)
PC4 > -7.746524
PC4 <= 8.399589
PC7 > -0.7654072
PC10 > -6.299334
PC11 <= 0.2945656
PC18 <= -2.175213
PC77 <= 1.121771
PC82 <= -0.5234695
PC90 > -0.8960349
PC94 <= 0.5050467
PC99 > -1.575642
-> class 0\|3 [0.991]
Rule 42/72: (116/0.4, lift 11.0)
PC4 > -7.746524
PC6 <= 0.115219
PC7 > -0.7654072
PC11 <= 0.2945656
PC18 <= -2.175213
PC25 <= 1.704808
PC32 <= 2.677861
PC56 <= -0.2503361
PC61 > -0.3434061
PC94 <= 0.5050467
-> class 0\|3 [0.988]
Rule 42/73: (93.5/0.4, lift 11.0)
PC4 > -7.746524
PC4 <= 8.399589
PC7 > -0.7654072
PC11 <= 0.2945656
PC12 <= 0.2908838
PC18 <= -2.175213
PC25 <= 1.704808
PC56 <= -0.3356005
PC74 <= 3.314489
PC94 <= 0.5050467
-> class 0\|3 [0.985]
Rule 42/74: (173.7/1.7, lift 11.0)
PC2 > 3.107945
PC4 > -7.746524
PC4 <= 8.399589
PC7 > -0.7654072
PC10 > -6.299334
PC11 <= 0.2945656
PC18 <= -2.175213
PC32 <= 2.677861
PC57 <= 1.506779
PC61 > -0.3434061
PC66 <= 1.839454
PC80 <= 0.05277531
PC94 <= 0.5050467
-> class 0\|3 [0.985]
Rule 42/75: (152/1.4, lift 11.0)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 8.399589
PC9 <= 0.02674712
PC11 <= 0.2945656
PC13 > -1.751085
PC18 <= -2.175213
PC46 > -0.7081562
PC56 > -0.3356005
PC57 <= 1.506779
PC80 > 0.05277531
PC90 > -0.8960349
PC94 <= 0.5050467
PC97 <= 1.297244
-> class 0\|3 [0.985]
Rule 42/76: (169.3/1.6, lift 11.0)
PC4 > -7.746524
PC4 <= 8.399589
PC11 <= 0.2945656
PC13 > -1.751085
PC18 <= -2.319341
PC27 > -0.9436151
PC34 <= 1.631372
PC38 > -0.3092782
PC46 > -0.7081562
PC56 > -0.2456043
PC61 > -0.3434061
PC70 <= 1.609967
PC80 > 0.05277531
PC84 <= 0.2998835
PC88 > -0.5858581
PC97 <= 1.297244
PC98 <= 0.7091162
-> class 0\|3 [0.985]
Rule 42/77: (145.3/1.2, lift 11.0)
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 8.399589
PC10 > -6.299334
PC12 > 0.2908838
PC18 <= -2.175213
PC32 <= 2.677861
PC94 <= 0.5050467
PC99 > -1.575642
-> class 0\|3 [0.985]
Rule 42/78: (84.1/0.4, lift 11.0)
PC2 > 2.294892
PC18 > -2.175213
PC18 <= -0.4683644
PC31 > 0.2075301
PC46 > -0.3178219
PC60 > 0.0377912
-> class 0\|3 [0.984]
Rule 42/79: (49.9, lift 10.9)
PC3 <= 1.640775
PC4 <= 8.399589
PC7 > 0.5812015
PC11 <= 0.2945656
PC18 <= -2.175213
PC94 > 0.5050467
-> class 0\|3 [0.981]
Rule 42/80: (53.8, lift 10.9)
PC7 > -0.7654072
PC11 > -0.04488331
PC11 <= 0.116936
PC40 <= -1.958173
PC58 > -1.336068
PC79 <= 0.962815
PC99 > -0.9267305
-> class 0\|3 [0.981]
Rule 42/81: (48.5, lift 10.9)
PC4 > -7.746524
PC4 <= 8.399589
PC11 <= 0.116936
PC18 > -2.175213
PC18 <= -0.4683644
PC32 <= 0.9086605
PC44 <= 0.508348
PC49 <= 0.6366939
PC52 > -1.484914
PC61 <= 0.3609182
PC79 > 0.71991
PC79 <= 0.962815
PC97 <= 1.250434
PC99 > -0.9267305
-> class 0\|3 [0.980]
Rule 42/82: (44.7, lift 10.9)
PC2 > 2.294892
PC4 <= 8.399589
PC18 > -2.175213
PC18 <= -0.4683644
PC74 <= 3.314489
PC77 <= 1.121771
PC92 <= -1.456696
-> class 0\|3 [0.979]
Rule 42/83: (48, lift 10.9)
PC2 > 2.294892
PC3 <= 1.640775
PC4 <= 8.399589
PC8 <= -0.33442
PC11 <= 0.116936
PC18 <= -0.4683644
PC40 > -2.798079
PC74 <= 3.314489
-> class 0\|3 [0.979]
Rule 42/84: (44.2, lift 10.9)
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -0.4683644
PC22 <= -0.3881056
PC58 > -4.939949
PC77 > 1.121771
-> class 0\|3 [0.978]
Rule 42/85: (119.5/1.8, lift 10.9)
PC2 > 2.294892
PC4 > -7.746524
PC4 <= 8.399589
PC7 > -0.7654072
PC18 <= -2.175213
PC74 <= 3.314489
PC96 <= -0.6204453
-> class 0\|3 [0.977]
Rule 42/86: (70/0.8, lift 10.9)
PC2 > 2.294892
PC18 > -2.175213
PC18 <= -0.4683644
PC38 > 1.184574
PC44 <= 0.7009842
-> class 0\|3 [0.976]
Rule 42/87: (82/1.3, lift 10.9)
PC3 <= 1.640775
PC4 <= 8.399589
PC11 <= 0.116936
PC18 > -2.175213
PC18 <= -0.4683644
PC44 <= 0.508348
PC58 <= 3.277104
PC61 <= 0.3609182
PC74 <= 3.314489
PC78 <= 0.9955258
PC79 <= 0.962815
PC86 > 1.141508
-> class 0\|3 [0.973]
Rule 42/88: (27.8, lift 10.8)
PC4 <= 8.399589
PC18 <= -4.562916
PC32 <= 2.677861
PC74 <= 3.314489
PC94 > 0.5050467
-> class 0\|3 [0.966]
Rule 42/89: (45.8/0.6, lift 10.8)
PC2 > 2.294892
PC3 <= 1.640775
PC11 <= -0.04488331
PC18 > -2.175213
PC18 <= -0.4683644
PC32 <= 0.9086605
PC44 <= 0.7009842
PC52 > -1.484914
PC61 <= 0.3609182
PC78 <= 0.9955258
PC79 <= 0.962815
-> class 0\|3 [0.966]
Rule 42/90: (79/2, lift 10.7)
PC2 > 2.294892
PC4 <= 8.399589
PC11 <= 0.116936
PC18 <= -0.4683644
PC44 <= 0.7009842
PC58 <= -1.336068
PC74 <= 3.314489
PC79 <= 0.962815
PC92 > -1.456696
PC97 <= 1.250434
-> class 0\|3 [0.963]
Rule 42/91: (22.4, lift 10.7)
PC2 > 2.294892
PC11 <= 0.116936
PC18 > -2.175213
PC18 <= -0.4683644
PC32 <= 0.9086605
PC43 > -0.546969
PC43 <= -0.3233516
PC44 <= 0.508348
PC52 > -1.484914
PC61 <= 0.3609182
PC77 <= 1.121771
PC79 <= 0.962815
-> class 0\|3 [0.959]
Rule 42/92: (19, lift 10.6)
PC2 > 2.294892
PC3 <= 1.640775
PC4 <= 8.399589
PC10 > -6.299334
PC18 <= -0.4683644
PC44 <= 0.7009842
PC47 > 1.806336
-> class 0\|3 [0.952]
Rule 42/93: (123.3/8.4, lift 10.3)
PC4 > -7.746524
PC4 <= 8.399589
PC7 > -0.7654072
PC18 <= -0.4683644
PC32 <= 0.9086605
PC43 > -0.546969
PC44 <= 0.7009842
PC49 <= 0.6366939
PC61 <= 0.3609182
PC63 > 0.7069765
PC79 <= 0.71991
PC91 <= -0.5255314
PC92 > -1.456696
PC97 <= 1.250434
-> class 0\|3 [0.925]
Rule 42/94: (89.2/6, lift 10.3)
PC2 > 2.294892
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 8.399589
PC10 > -6.299334
PC11 <= 0.116936
PC18 > -2.175213
PC18 <= -0.4683644
PC32 <= 0.9086605
PC43 > -0.546969
PC44 <= 0.508348
PC48 > -0.1771192
PC49 <= 0.6366939
PC61 <= 0.3609182
PC79 <= 0.962815
PC86 <= 1.141508
PC91 > -0.5255314
PC97 <= 1.250434
PC99 > -0.9267305
-> class 0\|3 [0.923]
Rule 42/95: (10.8, lift 10.3)
PC2 > 2.294892
PC3 <= 1.640775
PC7 > -0.7654072
PC18 > -2.175213
PC18 <= -0.4683644
PC44 > 0.508348
PC44 <= 0.7009842
PC58 > -1.336068
PC87 <= -0.1083009
PC97 <= 1.250434
-> class 0\|3 [0.922]
Rule 42/96: (8.5, lift 10.1)
PC3 <= 1.640775
PC6 > 0.01823942
PC18 <= -2.175213
PC94 > 0.5050467
-> class 0\|3 [0.905]
Rule 42/97: (64.8/5.4, lift 10.1)
PC2 > 2.294892
PC4 > -7.746524
PC7 > -0.7654072
PC18 <= -0.4683644
PC41 > 0.2183855
PC44 <= 0.7009842
-> class 0\|3 [0.903]
Rule 42/98: (77.3/7.2, lift 10.0)
PC18 <= -0.4683644
PC30 <= -4.280624
-> class 0\|3 [0.897]
Rule 42/99: (35.5/3, lift 10.0)
PC2 > 2.294892
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -0.4683644
PC31 <= 0.2075301
PC40 <= -2.798079
-> class 0\|3 [0.894]
Rule 42/100: (65.6/7.9, lift 9.7)
PC7 > -2.305343
PC7 <= -0.7654072
PC10 > -6.299334
PC10 <= -2.323852
PC18 <= -0.4683644
PC20 <= -3.549603
-> class 0\|3 [0.868]
Rule 42/101: (15.9/1.7, lift 9.5)
PC2 > 2.294892
PC3 <= 1.640775
PC7 > -0.7654072
PC18 > -2.175213
PC18 <= -1.032622
PC44 > 0.7009842
PC57 > 0.7514582
-> class 0\|3 [0.851]
Rule 42/102: (4.4, lift 9.4)
PC4 > 8.399589
PC10 > -6.299334
PC10 <= -6.214788
PC18 <= -0.4683644
-> class 0\|3 [0.844]
Rule 42/103: (7804.3/6017.1, lift 2.6)
PC2 > 2.294892
-> class 0\|3 [0.229]
Rule 42/104: (223.7/0.5, lift 15.0)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC9 > 0.3980171
PC20 > -1.063857
PC20 <= -0.6527005
PC21 > -0.757573
PC45 <= 0.3272735
PC58 > -0.6968668
PC72 <= 0.4588696
PC79 <= 0.2768016
PC89 > -0.3063845
-> class 1\|0 [0.993]
Rule 42/105: (90.4, lift 14.9)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC6 <= 8.137499
PC9 > 0.3980171
PC49 <= -0.807025
PC58 > -0.6968668
PC63 <= 0.04369184
PC71 > -1.136084
PC72 <= 0.4588696
PC90 > -0.1341324
-> class 1\|0 [0.989]
Rule 42/106: (271.5/2.5, lift 14.9)
PC1 > -0.5890457
PC2 <= 2.294892
PC6 <= 8.137499
PC9 > 0.3980171
PC59 > 0.07053269
PC68 > -1.201223
PC72 <= 0.4588696
PC79 <= 0.2768016
PC83 > -0.4067275
PC90 <= -0.1341324
PC91 > -0.1634041
-> class 1\|0 [0.987]
Rule 42/107: (213.8/2.5, lift 14.8)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC6 <= 8.137499
PC9 > 0.3980171
PC17 > 0.5112413
PC20 > -1.063857
PC21 > -0.757573
PC45 <= 0.3272735
PC59 > 0.07053269
PC72 <= 0.4588696
PC79 <= 0.2768016
PC83 > -0.4067275
PC91 > -0.4408608
-> class 1\|0 [0.984]
Rule 42/108: (233.7/2.7, lift 14.8)
PC3 > 1.640775
PC8 > -3.593374
PC12 <= -0.08172889
PC16 <= 0.5655206
PC22 > 0.1248145
PC60 > 0.05382624
PC65 > -0.04479048
PC77 <= 0.6526504
PC100 > -0.8058769
-> class 1\|0 [0.984]
Rule 42/109: (134.8/1.9, lift 14.8)
PC3 > 1.640775
PC12 <= -0.08172889
PC16 <= 0.5655206
PC22 > 0.1248145
PC60 > 0.2160841
PC67 > -0.3885786
PC70 > -0.131987
PC77 <= 0.6526504
-> class 1\|0 [0.979]
Rule 42/110: (125.5/2.3, lift 14.7)
PC1 > -0.1814509
PC4 > -1.298101
PC6 <= 8.137499
PC9 > 0.3980171
PC21 > -0.757573
PC45 <= 0.3272735
PC59 > 0.07053269
PC63 > 0.04369184
PC79 <= 0.2768016
-> class 1\|0 [0.974]
Rule 42/111: (349.3/17.7, lift 14.3)
PC1 > -0.1814509
PC4 > -1.298101
PC9 > 0.3980171
PC20 > -0.6428688
PC21 > -0.757573
PC45 <= 0.3272735
PC58 > -0.6968668
PC59 <= 0.07053269
PC68 > -1.201223
PC79 <= 0.2768016
PC83 > -0.4067275
PC91 > -0.4408608
PC98 <= 0.2425484
-> class 1\|0 [0.947]
Rule 42/112: (14.2, lift 14.2)
PC1 > -0.5890457
PC6 <= -1.209906
PC9 > 0.3980171
PC29 > 0.007026471
PC58 > -0.6968668
PC72 <= 0.4588696
-> class 1\|0 [0.938]
Rule 42/113: (14, lift 14.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC18 > 0.1512919
PC36 <= -0.1910132
PC58 <= -0.6968668
-> class 1\|0 [0.937]
Rule 42/114: (189.3/13, lift 14.0)
PC3 > 6.53583
PC8 > -3.593374
PC12 <= -0.08172889
PC16 <= 0.5655206
PC18 <= 0.7362046
PC22 > 0.1248145
PC22 <= 2.604741
PC38 > -0.3322047
PC47 > -0.295758
PC65 > -0.04479048
PC77 <= 0.6526504
PC95 <= 0.008638187
PC100 > -0.8058769
-> class 1\|0 [0.927]
Rule 42/115: (9.3, lift 13.7)
PC4 <= -1.298101
PC9 > 3.839039
-> class 1\|0 [0.911]
Rule 42/116: (8.4, lift 13.6)
PC3 > 1.640775
PC12 <= -0.08172889
PC22 > 0.1248145
PC65 <= -0.04479048
PC67 <= -0.3885786
PC70 > -0.131987
-> class 1\|0 [0.903]
Rule 42/117: (60.4/6.2, lift 13.3)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC9 > 0.3980171
PC17 <= 0.08402268
PC21 > -0.757573
PC58 > -0.6968668
PC68 <= -1.201223
PC94 > -0.2322086
-> class 1\|0 [0.884]
Rule 42/118: (149.5/0.2, lift 14.2)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC9 > 0.3980171
PC17 <= 0.5112413
PC20 > -0.6428688
PC21 > -0.757573
PC49 > -0.807025
PC59 > 0.07053269
PC63 <= 0.04369184
PC72 <= 0.4588696
PC90 > -0.1341324
-> class 1\|1 [0.992]
Rule 42/119: (87.8, lift 14.1)
PC1 > -0.1814509
PC4 <= -1.298101
PC9 > 0.3980171
PC9 <= 3.839039
PC18 > 0.2026378
-> class 1\|1 [0.989]
Rule 42/120: (87.2, lift 14.1)
PC3 > 1.640775
PC3 <= 6.53583
PC12 <= -0.08172889
PC16 <= 0.5655206
PC38 > -0.3322047
PC60 <= 0.05382624
PC77 <= 0.6526504
PC100 > -0.8058769
-> class 1\|1 [0.989]
Rule 42/121: (53.3, lift 14.0)
PC6 > 8.137499
PC9 > 0.3980171
PC21 > -0.757573
PC71 > -1.136084
-> class 1\|1 [0.982]
Rule 42/122: (88.7/1, lift 14.0)
PC2 <= 2.294892
PC4 <= -2.170555
PC9 > 0.3980171
PC45 <= 0.3272735
PC71 > -1.136084
-> class 1\|1 [0.978]
Rule 42/123: (141.7/2.3, lift 14.0)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC6 > -1.209906
PC9 > 0.3980171
PC21 <= -0.757573
PC29 > 0.007026471
PC45 <= 0.3272735
PC58 > -0.6968668
PC71 > -1.136084
PC94 > -0.1419057
-> class 1\|1 [0.977]
Rule 42/124: (39.5, lift 13.9)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC9 > 0.3980171
PC20 > -1.063857
PC45 <= 0.3272735
PC58 > -0.6968668
PC71 > -1.136084
PC72 <= 0.4588696
PC79 <= 0.2768016
PC91 <= -0.4408608
-> class 1\|1 [0.976]
Rule 42/125: (135.6/3.7, lift 13.8)
PC1 > -0.1814509
PC4 > -1.298101
PC21 > -0.757573
PC59 <= 0.07053269
PC68 > -1.201223
PC71 > -1.136084
PC72 <= 0.4588696
PC83 > -0.4067275
PC98 > 0.2425484
-> class 1\|1 [0.965]
Rule 42/126: (22.7, lift 13.7)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC20 > -0.6527005
PC59 > 0.07053269
PC68 > -1.201223
PC90 <= -0.1341324
PC91 <= -0.1634041
-> class 1\|1 [0.960]
Rule 42/127: (23.5/0.2, lift 13.6)
PC1 > -0.5890457
PC2 <= 2.294892
PC6 <= 8.137499
PC9 > 0.3980171
PC58 > -0.6968668
PC68 > -1.201223
PC71 > -1.136084
PC83 <= -0.4067275
-> class 1\|1 [0.953]
Rule 42/128: (65.9/4.3, lift 13.2)
PC1 > -0.1814509
PC2 <= 2.294892
PC9 <= 0.3980171
PC12 <= -0.03461245
PC18 > 0.1986594
PC45 <= 0.05187764
PC50 <= 0.5382044
PC98 > -0.20689
-> class 1\|1 [0.922]
Rule 42/129: (10.2, lift 13.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC13 <= -0.7585957
PC36 <= -0.1910132
-> class 1\|1 [0.918]
Rule 42/130: (6.2, lift 12.5)
PC3 > 0.8963522
PC6 > -1.32045
PC9 <= 0.3980171
PC18 <= 0.1986594
PC19 > -1.499768
PC29 > -0.227187
PC29 <= -0.1243349
-> class 1\|1 [0.878]
Rule 42/131: (28.1/5.7, lift 11.1)
PC1 > -0.5890457
PC9 > 0.3980171
PC20 > -0.6527005
PC20 <= -0.6428688
-> class 1\|1 [0.778]
Rule 42/132: (95.2/20.7, lift 11.1)
PC1 > 12.66894
PC6 <= -1.32045
PC8 > -4.523057
PC9 <= 0.3980171
PC29 > -0.227187
-> class 1\|1 [0.777]
Rule 42/133: (14.3/2.8, lift 10.9)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC27 <= 0.2855228
PC58 > -0.6968668
PC72 > 0.4588696
-> class 1\|1 [0.766]
Rule 42/134: (29/6.6, lift 10.8)
PC1 > -0.1814509
PC2 <= 2.294892
PC3 <= 0.8963522
PC6 > -1.32045
PC8 > -0.8623888
PC9 <= 0.3980171
PC14 > -0.9725196
PC18 <= 0.1986594
PC19 > -1.499768
-> class 1\|1 [0.756]
Rule 42/135: (32.3/10.2, lift 9.6)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC20 > -1.063857
PC58 > -0.6968668
PC71 > -1.136084
PC72 <= 0.4588696
PC79 > 0.2768016
-> class 1\|1 [0.674]
Rule 42/136: (27.1/9, lift 9.4)
PC1 > -0.5890457
PC1 <= -0.1814509
PC2 <= 2.294892
PC51 <= -0.4676497
-> class 1\|1 [0.657]
Rule 42/137: (33.6/13.4, lift 8.5)
PC1 > -0.5890457
PC2 <= 2.294892
PC7 > 0.41848
PC9 > 0.3980171
PC58 <= -0.6968668
-> class 1\|1 [0.595]
Rule 42/138: (1678.5/971.1, lift 6.0)
PC2 > 2.294892
PC3 > 1.640775
-> class 1\|1 [0.422]
Rule 42/139: (45.4/31.2, lift 4.6)
PC2 <= 2.294892
PC9 > 0.3980171
PC10 <= -0.08132786
PC18 <= 0.1512919
PC36 <= -0.1910132
-> class 1\|1 [0.321]
Rule 42/140: (69.5, lift 15.4)
PC4 > -2.170555
PC4 <= -1.298101
PC9 > 0.3980171
PC9 <= 3.839039
PC18 <= 0.2026378
PC72 <= 0.4588696
-> class 1\|2 [0.986]
Rule 42/141: (71.8, lift 15.4)
PC2 > 2.294892
PC5 <= -6.601229
PC15 <= -0.08705366
-> class 1\|2 [0.986]
Rule 42/142: (65.2, lift 15.4)
PC1 > -0.5890457
PC7 <= 0.41848
PC9 > 0.3980171
PC10 > -0.08132786
PC13 > -0.7585957
PC18 <= 0.1512919
PC36 <= -0.1910132
PC58 <= -0.6968668
-> class 1\|2 [0.985]
Rule 42/143: (61.8, lift 15.4)
PC1 > -0.1814509
PC9 > 0.3980171
PC20 <= -1.063857
PC21 > -0.757573
PC58 > -0.6968668
-> class 1\|2 [0.984]
Rule 42/144: (47.1, lift 15.3)
PC1 > -0.1814509
PC9 > 0.3980171
PC20 <= -0.6527005
PC21 > -0.757573
PC72 <= 0.4588696
PC89 <= -0.3063845
-> class 1\|2 [0.980]
Rule 42/145: (50.5/0.1, lift 15.3)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC27 > 0.2855228
PC72 > 0.4588696
-> class 1\|2 [0.978]
Rule 42/146: (202.9/4.5, lift 15.2)
PC3 > 9.508333
PC16 > 0.5655206
-> class 1\|2 [0.973]
Rule 42/147: (33.2, lift 15.2)
PC2 > 2.294892
PC3 > 1.640775
PC16 > 0.5655206
PC86 <= -1.966605
-> class 1\|2 [0.972]
Rule 42/148: (32.5/0.1, lift 15.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC21 <= -0.757573
PC29 <= 0.007026471
PC58 > -0.6968668
-> class 1\|2 [0.967]
Rule 42/149: (29.3/0.1, lift 15.1)
PC1 > -0.5890457
PC7 <= 0.41848
PC9 > 0.3980171
PC47 > 0.714998
PC58 <= -0.6968668
PC83 > -0.0264448
-> class 1\|2 [0.965]
Rule 42/150: (68.8/1.5, lift 15.1)
PC2 > 2.294892
PC3 > 1.640775
PC16 > -0.9303704
PC16 <= 0.5655206
PC33 <= 0.326621
PC50 <= -0.1775987
PC93 > -0.9696231
-> class 1\|2 [0.965]
Rule 42/151: (28.2/0.1, lift 15.1)
PC2 <= 2.294892
PC47 > 0.714998
PC58 <= -0.6968668
PC63 <= 0.365072
PC86 <= -1.060615
-> class 1\|2 [0.963]
Rule 42/152: (131.9/3.9, lift 15.1)
PC2 > 2.294892
PC3 > 1.640775
PC14 > -1.673445
PC16 > 0.5655206
PC80 > 0.3888478
-> class 1\|2 [0.963]
Rule 42/153: (48.1/1.2, lift 14.9)
PC1 > -0.5890457
PC2 <= 2.294892
PC47 > 0.714998
PC58 <= -0.6968668
PC69 <= -0.490113
-> class 1\|2 [0.955]
Rule 42/154: (56.2/1.6, lift 14.9)
PC1 > -0.5890457
PC9 > 0.3980171
PC71 <= -1.136084
-> class 1\|2 [0.955]
Rule 42/155: (52.8/1.8, lift 14.8)
PC3 > 1.640775
PC5 > -6.601229
PC16 > 0.5655206
PC18 > 0.4216283
PC80 <= 0.3888478
-> class 1\|2 [0.949]
Rule 42/156: (51.7/2, lift 14.8)
PC1 > -0.1814509
PC2 <= 2.294892
PC3 > 0.8963522
PC6 > -1.32045
PC7 <= 3.184798
PC9 <= 0.3980171
PC18 <= 0.1986594
PC19 > -1.499768
PC29 > -0.1243349
PC75 <= 0.6115793
-> class 1\|2 [0.945]
Rule 42/157: (39/1.5, lift 14.7)
PC1 > -0.5890457
PC2 <= 2.294892
PC7 <= 0.41848
PC9 > 0.3980171
PC36 > -0.1910132
PC58 <= -0.6968668
PC65 <= -0.01175259
-> class 1\|2 [0.938]
Rule 42/158: (9, lift 14.2)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC36 > -0.1910132
PC47 > 0.714998
PC65 > -0.01175259
PC94 <= -0.2936898
-> class 1\|2 [0.909]
Rule 42/159: (42.7/5.1, lift 13.5)
PC1 > -0.5890457
PC2 <= 2.294892
PC7 <= 0.41848
PC9 > 0.3980171
PC36 > -0.1910132
PC58 <= -0.6968668
PC94 > 0.09572866
-> class 1\|2 [0.863]
Rule 42/160: (43.6/6.2, lift 13.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC7 <= 0.41848
PC9 > 0.3980171
PC36 > -0.1910132
PC47 > 0.714998
PC58 <= -0.6968668
PC86 > -1.060615
-> class 1\|2 [0.841]
Rule 42/161: (78.7/18.4, lift 11.9)
PC1 > -0.1814509
PC9 > 0.3980171
PC45 > 0.3272735
PC58 > -0.6968668
-> class 1\|2 [0.759]
Rule 42/162: (722.5/258.2, lift 10.0)
PC1 > -0.5890457
PC6 > -1.32045
PC18 <= 0.1986594
PC19 <= -1.499768
-> class 1\|2 [0.642]
Rule 42/163: (157, lift 16.5)
PC1 > -0.5890457
PC2 <= 2.294892
PC9 > 0.3980171
PC36 > -0.1910132
PC47 <= 0.714998
PC58 <= -0.6968668
PC65 > -0.01175259
PC94 <= 0.09572866
-> class 1\|3 [0.994]
Rule 42/164: (160.9/1.4, lift 16.4)
PC1 > -0.1814509
PC1 <= 10.30339
PC9 <= 0.3980171
PC14 > 0.6474171
PC19 <= -1.499768
PC50 > -0.7498896
PC60 > -1.124229
PC61 <= 0.7458934
-> class 1\|3 [0.985]
Rule 42/165: (50.1, lift 16.3)
PC1 > -0.5890457
PC9 <= 0.3980171
PC19 <= -1.499768
PC29 > -0.227187
PC30 <= -0.3632589
-> class 1\|3 [0.981]
Rule 42/166: (29.5, lift 16.1)
PC9 <= 0.3980171
PC19 <= -1.499768
PC49 <= -1.559507
-> class 1\|3 [0.968]
Rule 42/167: (25.4, lift 16.0)
PC1 > -0.5890457
PC2 <= 2.294892
PC8 > -4.523057
PC18 <= 0.1986594
PC94 <= -0.7767343
-> class 1\|3 [0.963]
Rule 42/168: (183.4/5.9, lift 16.0)
PC2 > 2.294892
PC3 > 1.640775
PC3 <= 9.508333
PC5 > -6.601229
PC16 > 0.5655206
PC18 <= 0.4216283
PC55 <= 0.5180585
PC80 <= 0.3888478
PC86 > -1.966605
-> class 1\|3 [0.963]
Rule 42/169: (19.3, lift 15.8)
PC1 > -0.5890457
PC2 <= 2.294892
PC4 > -1.298101
PC9 > 0.3980171
PC17 <= 0.08402268
PC21 > -0.757573
PC68 <= -1.201223
PC94 <= -0.2322086
-> class 1\|3 [0.953]
Rule 42/170: (6.6, lift 14.7)
PC1 > -0.5890457
PC9 <= 0.3980171
PC19 <= -1.499768
PC85 > 1.281003
-> class 1\|3 [0.883]
Rule 42/171: (26/2.6, lift 14.5)
PC1 > -0.1814509
PC6 > -1.32045
PC9 <= 0.3980171
PC11 <= 0.6934285
PC14 > -0.9725196
PC18 <= 0.1986594
PC19 <= -1.499768
-> class 1\|3 [0.873]
Rule 42/172: (4.9, lift 14.2)
PC2 <= 2.294892
PC3 > 0.8963522
PC7 > 3.184798
PC18 <= 0.1986594
-> class 1\|3 [0.854]
Rule 42/173: (23.8/3.3, lift 13.9)
PC1 > -0.1814509
PC2 <= 2.294892
PC3 > 1.950561
PC6 <= -1.32045
PC9 <= 0.3980171
PC29 > -0.227187
-> class 1\|3 [0.834]
Rule 42/174: (919/637.8, lift 5.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC8 > 0.08273966
PC44 <= 0.01511308
-> class 1\|3 [0.306]
Rule 42/175: (79.4, lift 13.1)
PC1 <= -0.5890457
PC2 > -1.079964
PC8 > 0.8120257
PC19 <= -0.4013062
-> class 2\|0 [0.988]
Rule 42/176: (410.8/5, lift 13.1)
PC8 > 2.293971
PC10 <= 0.3352064
PC11 > -0.6532851
PC21 > -0.248798
PC28 <= 0.03706694
PC45 <= 0.4329697
PC60 > -0.3743114
PC63 <= 0.1928392
PC70 <= 0.1416286
-> class 2\|0 [0.985]
Rule 42/177: (63.2, lift 13.1)
PC1 > -0.1814509
PC8 > 0.6565195
PC9 <= 0.3980171
PC11 > 0.1017968
PC14 <= -0.9725196
-> class 2\|0 [0.985]
Rule 42/178: (85/4.9, lift 12.4)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC10 <= 0.1463294
PC27 > -0.658873
PC40 > -0.8208531
PC57 > -0.09204466
PC63 <= -0.05903246
PC74 > -0.4784803
PC79 <= 0.3045744
PC82 > -0.4879954
-> class 2\|0 [0.932]
Rule 42/179: (31.3/2.8, lift 11.8)
PC1 <= -0.5890457
PC2 > -1.079964
PC2 <= 2.294892
PC8 > 0.2372562
PC69 > 0.01766207
-> class 2\|0 [0.887]
Rule 42/180: (40.8/16.4, lift 7.9)
PC1 > -0.1814509
PC2 <= 2.294892
PC8 > -4.523057
PC9 <= 0.3980171
PC12 > -0.03461245
PC18 > 0.1986594
-> class 2\|0 [0.592]
Rule 42/181: (1371.4/648.2, lift 7.0)
PC1 <= -0.5890457
PC8 > 2.293971
PC97 <= 1.36345
-> class 2\|0 [0.527]
Rule 42/182: (1869.4/1127, lift 5.3)
PC1 <= -0.1814509
PC2 <= 2.294892
PC8 > 0.08273966
PC28 <= 0.01594573
PC44 > 0.01511308
PC68 > -0.838531
-> class 2\|0 [0.397]
Rule 42/183: (171.7, lift 10.3)
PC1 <= -0.5890457
PC8 > 2.293971
PC21 <= -0.248798
PC22 > -1.207938
PC97 <= 1.36345
-> class 2\|1 [0.994]
Rule 42/184: (132.8, lift 10.3)
PC1 <= -0.5890457
PC8 > 2.293971
PC11 <= -0.6532851
PC20 > -0.1542573
-> class 2\|1 [0.993]
Rule 42/185: (89.2, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC63 > -0.05903246
PC78 <= -0.1677904
PC83 > -0.8671864
PC96 <= 0.7680207
-> class 2\|1 [0.989]
Rule 42/186: (61.8, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC4 <= -0.4476705
PC8 > 0.2372562
PC8 <= 2.293971
PC77 <= 0.2412673
-> class 2\|1 [0.984]
Rule 42/187: (58.8, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC12 > 5.358043
-> class 2\|1 [0.984]
Rule 42/188: (48.5, lift 10.1)
PC1 <= -0.5890457
PC2 > -1.079964
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC19 > -0.4013062
PC69 <= 0.01766207
-> class 2\|1 [0.980]
Rule 42/189: (46.6, lift 10.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC29 > 0.2696179
PC84 <= 0.3388689
-> class 2\|1 [0.979]
Rule 42/190: (85.4/0.9, lift 10.1)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC47 <= -0.6134443
PC63 > -0.05903246
PC97 <= 1.36345
-> class 2\|1 [0.978]
Rule 42/191: (41.7, lift 10.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC30 > 0.3937708
PC55 > -0.5295036
PC77 <= 0.2412673
-> class 2\|1 [0.977]
Rule 42/192: (51.5/0.3, lift 10.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC50 > -0.6405767
PC63 > -0.05903246
PC70 > 0.2435914
PC81 <= -0.03083238
PC96 <= 0.7680207
-> class 2\|1 [0.976]
Rule 42/193: (86.7/1.2, lift 10.1)
PC1 <= -0.5890457
PC8 > 0.2372562
PC8 <= 2.293971
PC50 > -0.6405767
PC63 > -0.05903246
PC84 > 0.3388689
PC96 <= 0.7680207
PC97 <= 1.36345
-> class 2\|1 [0.976]
Rule 42/194: (148.3/2.5, lift 10.1)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC63 > -0.05903246
PC77 > 0.2412673
PC96 <= 0.7680207
-> class 2\|1 [0.976]
Rule 42/195: (178.4/3.7, lift 10.1)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.268429
PC10 <= 0.01654014
PC33 <= 0.205892
PC50 > -0.6405767
PC52 > -0.0409093
PC55 > -0.5295036
PC63 > -0.05903246
PC93 > -0.3703261
PC96 <= 0.7680207
-> class 2\|1 [0.974]
Rule 42/196: (37.2, lift 10.1)
PC1 <= -0.5890457
PC8 > 0.2372562
PC11 > -0.6532851
PC21 > -0.248798
PC59 <= 0.2075007
PC63 > 0.1928392
PC70 <= 0.1416286
-> class 2\|1 [0.974]
Rule 42/197: (34.8, lift 10.1)
PC2 <= -1.079964
PC4 > -0.4476705
PC8 > 0.2372562
PC50 > -0.6405767
PC63 > -0.05903246
PC83 <= -0.8671864
-> class 2\|1 [0.973]
Rule 42/198: (32.8, lift 10.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC47 > -0.6134443
PC72 > 0.8242333
PC96 <= 0.7680207
-> class 2\|1 [0.971]
Rule 42/199: (84.9/1.5, lift 10.1)
PC1 <= -0.5890457
PC8 > 2.293971
PC45 > 0.4329697
PC70 <= 0.1416286
-> class 2\|1 [0.971]
Rule 42/200: (31.2, lift 10.0)
PC1 <= -0.5890457
PC8 > 2.293971
PC8 <= 3.680524
PC41 > 1.591292
PC63 <= 0.1928392
-> class 2\|1 [0.970]
Rule 42/201: (30.3, lift 10.0)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC15 <= -1.619063
PC55 > -0.5295036
PC81 <= -0.03083238
-> class 2\|1 [0.969]
Rule 42/202: (101.6/2.2, lift 10.0)
PC1 <= -0.5890457
PC8 > 0.2372562
PC11 > -0.6532851
PC21 > -0.248798
PC56 > -0.1351287
PC70 > 0.1416286
-> class 2\|1 [0.969]
Rule 42/203: (28.2, lift 10.0)
PC1 <= -0.5890457
PC8 > 2.293971
PC8 <= 3.680524
PC59 <= 0.2075007
PC60 <= -0.3743114
-> class 2\|1 [0.967]
Rule 42/204: (94.4/2.3, lift 10.0)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC50 > -0.6405767
PC55 <= -0.5295036
PC63 > -0.05903246
PC96 <= 0.7680207
-> class 2\|1 [0.966]
Rule 42/205: (29.6/0.2, lift 10.0)
PC1 <= -0.5890457
PC8 > -2.280636
PC8 <= 0.2372562
PC24 <= 0.6028031
PC29 <= 0.2788967
PC32 <= -2.842878
PC57 > 0.0557297
-> class 2\|1 [0.962]
Rule 42/206: (33.6/0.4, lift 9.9)
PC8 > 2.293971
PC8 <= 3.680524
PC11 > -0.6532851
PC21 > -0.248798
PC28 > 0.03706694
PC46 <= 1.266792
PC70 <= 0.1416286
PC76 > -0.1959247
-> class 2\|1 [0.961]
Rule 42/207: (23.8, lift 10.0)
PC1 > -0.5890457
PC1 <= -0.1814509
PC2 <= 2.294892
PC8 > 0.08273966
PC68 <= -0.838531
PC74 <= 0.2245339
-> class 2\|1 [0.961]
Rule 42/208: (22.9, lift 9.9)
PC1 <= -0.5890457
PC8 > 2.293971
PC28 > 0.1506456
-> class 2\|1 [0.960]
Rule 42/209: (18.3, lift 9.8)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC17 <= -0.9000836
PC50 > -0.6405767
PC63 > -0.05903246
PC81 > -0.03083238
-> class 2\|1 [0.951]
Rule 42/210: (209.2/10.5, lift 9.8)
PC1 <= -0.5890457
PC8 > 2.293971
PC8 <= 5.691592
PC21 > -0.248798
PC44 > -1.743886
PC59 > 0.2075007
PC89 <= 0.5883406
-> class 2\|1 [0.945]
Rule 42/211: (114.1/6, lift 9.7)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC50 > -0.6405767
PC63 > -0.05903246
PC81 <= -0.03083238
PC87 > 0.03458914
PC96 <= 0.7680207
-> class 2\|1 [0.940]
Rule 42/212: (99.4/5.4, lift 9.7)
PC1 <= -0.5890457
PC8 > 2.293971
PC10 > 0.3352064
PC59 <= 0.2075007
PC97 <= 1.36345
-> class 2\|1 [0.937]
Rule 42/213: (13.4, lift 9.7)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC10 <= 0.1463294
PC27 <= -0.658873
PC40 > -0.8208531
-> class 2\|1 [0.935]
Rule 42/214: (13, lift 9.7)
PC1 > -0.5890457
PC8 > 0.6565195
PC9 <= 0.3980171
PC11 <= 0.1017968
PC14 <= -0.9725196
-> class 2\|1 [0.933]
Rule 42/215: (110.8/7.9, lift 9.5)
PC1 <= -0.5890457
PC8 > 0.2372562
PC8 <= 2.293971
PC10 > 0.1463294
PC24 <= 1.03564
PC38 > -0.8074315
PC60 <= 1.742586
PC61 <= 1.964744
PC63 <= -0.05903246
PC79 <= 0.08878995
-> class 2\|1 [0.921]
Rule 42/216: (21.3/0.9, lift 9.5)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC10 <= 0.1463294
PC11 > -1.140285
PC74 > -0.4784803
PC82 <= -0.4879954
-> class 2\|1 [0.920]
Rule 42/217: (85.7/6.1, lift 9.5)
PC2 <= 2.294892
PC8 > -4.523057
PC9 <= 0.3980171
PC18 <= 0.1986594
PC29 <= -0.227187
-> class 2\|1 [0.919]
Rule 42/218: (29.6/2.4, lift 9.3)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC10 <= 0.1463294
PC63 <= -0.05903246
PC74 <= -0.4784803
PC79 <= 0.3045744
-> class 2\|1 [0.894]
Rule 42/219: (37.5/3.4, lift 9.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC24 <= 0.6028031
PC29 <= 0.2788967
PC33 > -0.4132408
PC57 > 0.0557297
PC81 <= -1.157237
-> class 2\|1 [0.889]
Rule 42/220: (119.8/12.7, lift 9.2)
PC2 <= -9.022285
-> class 2\|1 [0.887]
Rule 42/221: (17.6/1.6, lift 9.0)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC10 <= 0.1463294
PC11 > -1.140285
PC40 <= -0.8208531
PC63 <= -0.05903246
-> class 2\|1 [0.869]
Rule 42/222: (106.9/17.5, lift 8.6)
PC1 <= -0.5890457
PC8 > 2.293971
PC46 > 1.266792
PC97 <= 1.36345
-> class 2\|1 [0.830]
Rule 42/223: (36.5/6.5, lift 8.3)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC100 > 3.830744
-> class 2\|1 [0.805]
Rule 42/224: (13.1/2.6, lift 7.9)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC57 <= 0.0557297
PC72 > 1.795723
-> class 2\|1 [0.764]
Rule 42/225: (44.2/10.3, lift 7.8)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC24 <= 0.6028031
PC33 > -0.4132408
PC37 > 1.020686
PC65 <= 0.7856241
PC81 > -1.157237
-> class 2\|1 [0.756]
Rule 42/226: (31.3, lift 10.7)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC29 > 0.2788967
PC75 > 0.3385974
-> class 2\|2 [0.970]
Rule 42/227: (27/0.1, lift 10.6)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC12 <= 5.358043
PC23 <= -1.380434
PC57 > 0.0557297
PC65 > -1.661039
PC65 <= 0.7856241
PC81 > -1.157237
-> class 2\|2 [0.960]
Rule 42/228: (469.7/21.1, lift 10.5)
PC1 <= -0.5890457
PC2 <= 2.294892
PC6 <= 7.233119
PC8 > -2.280636
PC8 <= 0.2372562
PC12 <= 3.830537
PC18 > -0.2084329
PC26 > -2.437683
PC57 <= -0.1007782
PC73 > -1.605927
PC76 <= 0.6715252
PC83 > -1.009027
PC100 <= 3.830744
-> class 2\|2 [0.953]
Rule 42/229: (155.7/6.5, lift 10.5)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 <= 0.2372562
PC19 > -2.470679
PC29 <= 0.283657
PC38 > 0.1710388
PC60 <= 0.2833858
PC71 > -0.3714299
-> class 2\|2 [0.952]
Rule 42/230: (42.5/1.4, lift 10.5)
PC1 <= -0.5890457
PC2 <= -1.079964
PC8 > 0.2372562
PC8 <= 2.293971
PC47 > -0.6134443
PC50 <= -0.6405767
PC63 > -0.05903246
PC77 <= 0.2412673
-> class 2\|2 [0.947]
Rule 42/231: (16.6, lift 10.4)
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC33 > -0.4132408
PC40 > -0.5006402
PC65 <= -1.661039
-> class 2\|2 [0.946]
Rule 42/232: (66.8/3, lift 10.4)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC44 <= 0.4724934
PC61 > 1.258325
PC65 <= 0.7856241
-> class 2\|2 [0.941]
Rule 42/233: (505.6/29.2, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.010473
PC8 <= 0.2372562
PC12 <= 3.830537
PC17 > -0.9666708
PC18 > -0.2084329
PC26 > -2.437683
PC45 <= 0.3222792
PC57 <= 0.0557297
PC72 <= 1.795723
PC73 > -1.605927
PC76 <= 0.6715252
PC82 > -1.001393
PC83 > -1.009027
PC100 <= 3.830744
-> class 2\|2 [0.940]
Rule 42/234: (14.4, lift 10.4)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 <= 0.2372562
PC38 > -0.3780469
PC52 <= -0.4189784
PC68 > -1.82776
PC71 > -0.3714299
-> class 2\|2 [0.939]
Rule 42/235: (75.4/3.9, lift 10.3)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC15 > -2.225239
PC24 > 0.6028031
PC57 > 0.0557297
-> class 2\|2 [0.936]
Rule 42/236: (325.7/20.4, lift 10.3)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC9 > -0.5381634
PC12 <= 5.358043
PC15 > -2.630221
PC29 > -0.1670097
PC45 <= 0.3222792
PC57 <= 0.0557297
PC73 > -1.605927
PC83 > -1.009027
PC100 <= 3.830744
-> class 2\|2 [0.935]
Rule 42/237: (31.9/1.4, lift 10.3)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC23 > -1.380434
PC24 <= 0.6028031
PC44 <= 0.4724934
PC57 > 0.0557297
PC65 <= 0.7856241
PC82 > 0.2108981
-> class 2\|2 [0.930]
Rule 42/238: (13.9/0.2, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC8 <= 2.293971
PC63 > -0.05903246
PC96 > 0.7680207
-> class 2\|2 [0.928]
Rule 42/239: (146.1/9.9, lift 10.2)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC19 > 0.2191811
PC20 <= 0.300141
PC23 > -1.380434
PC40 > -0.5006402
PC44 <= 0.4724934
PC53 > -0.8182466
PC74 <= 0.2671531
PC90 > -0.1105414
PC97 <= 0.1284796
-> class 2\|2 [0.926]
Rule 42/240: (11.2/0.2, lift 10.1)
PC1 <= -0.5890457
PC7 > -0.7966253
PC8 <= -2.280636
PC27 > -0.2710112
PC60 <= -0.3688003
PC71 <= -0.3714299
-> class 2\|2 [0.912]
Rule 42/241: (8.7, lift 10.0)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 <= 0.2372562
PC19 > -2.470679
PC20 > 0.8039891
-> class 2\|2 [0.907]
Rule 42/242: (6.5, lift 9.7)
PC7 > -0.7966253
PC8 <= -2.280636
PC9 > 7.964704
PC27 > -0.2710112
-> class 2\|2 [0.883]
Rule 42/243: (12.5/0.7, lift 9.7)
PC1 <= -0.5890457
PC8 <= -2.280636
PC10 > -1.256764
PC19 > -2.470679
PC38 > -0.3780469
PC38 <= 0.1710388
PC60 > 0.2461859
PC60 <= 0.2833858
PC71 > -0.3714299
-> class 2\|2 [0.882]
Rule 42/244: (11.4/0.6, lift 9.7)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC24 <= 0.6028031
PC32 > 1.524166
PC33 > -0.4132408
PC37 <= 1.020686
PC40 > -0.5006402
PC57 > 0.0557297
-> class 2\|2 [0.877]
Rule 42/245: (6.1, lift 9.7)
PC1 <= -0.5890457
PC8 > 0.2372562
PC61 > 1.964744
PC63 <= -0.05903246
-> class 2\|2 [0.876]
Rule 42/246: (119.5/15.6, lift 9.5)
PC1 <= -0.5890457
PC2 <= 2.294892
PC5 > 0.2276822
PC8 > -2.280636
PC8 <= 0.2372562
PC12 <= 5.358043
PC29 <= 0.2788967
PC32 > -2.842878
PC33 > -0.4132408
PC40 <= -0.5006402
PC57 > 0.0557297
PC65 <= 0.7856241
PC100 <= 3.830744
-> class 2\|2 [0.863]
Rule 42/247: (5.2, lift 9.5)
PC7 > -0.7966253
PC8 <= -2.280636
PC14 <= -1.489556
PC27 > -0.2710112
PC60 > -0.3688003
-> class 2\|2 [0.861]
Rule 42/248: (5.2, lift 9.5)
PC53 > 12.86652
-> class 2\|2 [0.860]
Rule 42/249: (48/6.8, lift 9.3)
PC2 <= 2.294892
PC7 > -1.109669
PC8 <= -2.280636
PC19 > -2.470679
PC27 <= -0.2710112
PC71 <= -0.3714299
-> class 2\|2 [0.843]
Rule 42/250: (10.9/1.1, lift 9.2)
PC2 <= 2.294892
PC8 <= 0.2372562
PC33 > -0.4132408
PC44 > 0.4724934
PC51 > 0.4507276
PC57 > 0.0557297
-> class 2\|2 [0.833]
Rule 42/251: (9/0.9, lift 9.2)
PC1 <= -0.5890457
PC8 > 2.293971
PC21 <= -0.248798
PC22 <= -1.207938
-> class 2\|2 [0.831]
Rule 42/252: (150.5/26.2, lift 9.1)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC12 <= 5.358043
PC33 <= -0.4132408
PC100 <= 3.830744
-> class 2\|2 [0.821]
Rule 42/253: (32.5/6.6, lift 8.6)
PC1 <= -0.5890457
PC8 > 0.2372562
PC8 <= 2.293971
PC10 > 0.1463294
PC60 <= 1.742586
PC63 <= -0.05903246
PC79 > 0.08878995
-> class 2\|2 [0.779]
Rule 42/254: (50.1/11.4, lift 8.4)
PC1 > -0.5890457
PC1 <= 12.66894
PC2 <= 2.294892
PC3 <= 1.950561
PC6 <= -1.32045
PC8 > -4.523057
PC14 > -0.9725196
PC18 <= 0.1986594
PC29 > -0.227187
PC97 <= 1.369807
-> class 2\|2 [0.761]
Rule 42/255: (91.4/22, lift 8.3)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -1.679346
PC8 <= 0.2372562
PC11 > -0.9561355
PC12 <= 5.358043
PC65 > 0.7856241
PC100 <= 3.830744
-> class 2\|2 [0.754]
Rule 42/256: (79.8/20.9, lift 8.1)
PC2 <= 2.294892
PC8 <= 2.293971
PC10 > 0.1463294
PC38 <= -0.8074315
PC60 <= 1.742586
PC63 <= -0.05903246
PC79 <= 0.08878995
PC97 <= 1.36345
-> class 2\|2 [0.733]
Rule 42/257: (11.8/3.1, lift 7.7)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > 0.2372562
PC24 > 1.03564
PC97 <= 1.36345
-> class 2\|2 [0.699]
Rule 42/258: (551.8/248.3, lift 6.1)
PC1 <= -0.5890457
PC2 <= -1.079964
PC4 > -0.4476705
PC8 > 0.2372562
PC8 <= 2.293971
PC47 > -0.6134443
PC55 > -0.5295036
PC63 > -0.05903246
PC77 <= 0.2412673
PC84 <= 0.3388689
-> class 2\|2 [0.550]
Rule 42/259: (36, lift 8.9)
PC19 <= -2.470679
PC35 > 1.997663
-> class 2\|3 [0.974]
Rule 42/260: (33.5, lift 8.9)
PC1 <= -0.5890457
PC8 <= -2.280636
PC22 <= -1.905907
PC95 > 0.000589953
-> class 2\|3 [0.972]
Rule 42/261: (32.6, lift 8.9)
PC1 <= -0.5890457
PC8 <= -2.552633
PC19 > -2.470679
PC44 > 0.9018201
PC84 <= -0.02354971
-> class 2\|3 [0.971]
Rule 42/262: (30.4, lift 8.8)
PC1 > -0.5890457
PC1 <= -0.1814509
PC2 <= 2.294892
PC8 <= 0.08273966
PC91 > -0.03870139
-> class 2\|3 [0.969]
Rule 42/263: (28.4, lift 8.8)
PC1 <= -0.5890457
PC6 > 7.233119
-> class 2\|3 [0.967]
Rule 42/264: (12.6, lift 8.5)
PC2 <= 2.294892
PC8 <= 0.2372562
PC57 > -0.1007782
PC57 <= 0.0557297
PC73 > -1.605927
PC82 <= -1.001393
-> class 2\|3 [0.932]
Rule 42/265: (7.3, lift 8.1)
PC1 <= -0.5890457
PC2 <= -9.022285
PC4 > -0.3591195
-> class 2\|3 [0.893]
Rule 42/266: (6.8, lift 8.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 > -2.280636
PC45 <= 0.3222792
PC57 <= 0.0557297
PC72 <= 1.795723
PC76 > 0.6715252
-> class 2\|3 [0.887]
Rule 42/267: (50.5/8.9, lift 7.4)
PC1 <= -0.5890457
PC2 <= 2.294892
PC5 <= 0.2276822
PC8 <= 0.2372562
PC24 <= 0.6028031
PC32 > -2.842878
PC40 <= -0.5006402
PC57 > 0.0557297
PC65 <= 0.7856241
-> class 2\|3 [0.811]
Rule 42/268: (7166.3/5168.1, lift 2.5)
PC1 <= -0.5890457
PC2 <= 2.294892
-> class 2\|3 [0.279]
Rule 42/269: (12133.6/9948.8, lift 1.6)
PC2 <= 2.294892
-> class 2\|3 [0.180]
Rule 42/270: (213.9, lift 18.7)
PC1 <= -0.5890457
PC11 <= -4.669395
-> class 2\|4 [0.995]
Rule 42/271: (166.2, lift 18.7)
PC2 <= 2.294892
PC8 <= -2.552633
PC22 > -0.9057469
PC44 > 0.9018201
PC71 > -0.3714299
PC72 > -0.02912984
PC84 > -0.02354971
-> class 2\|4 [0.994]
Rule 42/272: (106.6, lift 18.7)
PC1 <= -0.5890457
PC8 <= 0.2372562
PC19 <= -2.470679
PC40 > 0.3006961
-> class 2\|4 [0.991]
Rule 42/273: (56.5, lift 18.5)
PC1 <= -0.5890457
PC8 <= -2.280636
PC38 <= -0.3780469
PC68 > -1.82776
PC71 > -0.3714299
PC85 > 0.8053755
-> class 2\|4 [0.983]
Rule 42/274: (147.8/3.3, lift 18.3)
PC1 <= -0.5890457
PC8 <= 0.2372562
PC25 > 0.004772611
PC35 > 0.208186
PC38 <= -0.3780469
PC41 <= -0.5661069
PC46 <= 0.02500345
PC52 <= 0.01762353
PC71 > -0.3714299
PC92 <= 0.1642389
PC93 <= 0.4416389
-> class 2\|4 [0.971]
Rule 42/275: (20.8, lift 18.0)
PC2 > -2.114183
PC2 <= 2.294892
PC8 <= -2.280636
PC38 <= -0.3780469
PC71 > -0.3714299
-> class 2\|4 [0.955]
Rule 42/276: (307.1/15.9, lift 17.8)
PC1 <= -0.5890457
PC2 > -9.022285
PC8 <= 0.2372562
PC13 <= 0.3311143
PC19 <= -2.470679
PC35 <= 1.997663
PC44 > -0.7814928
PC95 > 0.000589953
-> class 2\|4 [0.945]
Rule 42/277: (31.5/1.7, lift 17.3)
PC1 <= -0.5890457
PC8 <= -2.280636
PC15 <= -0.3558366
PC19 > -2.470679
PC38 > -0.3780469
PC83 > 0.3178912
PC96 > -0.2472448
-> class 2\|4 [0.919]
Rule 42/278: (25.6/1.5, lift 17.1)
PC1 <= -0.5890457
PC2 <= 2.294892
PC8 <= 0.2372562
PC36 > 1.237872
-> class 2\|4 [0.909]
Rule 42/279: (9/0.1, lift 16.9)
PC1 <= -0.5890457
PC2 <= 2.294892
PC10 <= -1.256764
PC38 > -0.3780469
-> class 2\|4 [0.899]
Rule 42/280: (7.5, lift 16.8)
PC1 > -0.5890457
PC8 <= -4.523057
PC40 <= -1.206696
-> class 2\|4 [0.895]
Rule 42/281: (35.3/3.2, lift 16.7)
PC1 <= -0.5890457
PC2 > -9.022285
PC2 <= 2.294892
PC8 > -2.280636
PC8 <= 0.2372562
PC29 > 0.2788967
PC49 <= 0.1078666
PC57 > 0.0557297
-> class 2\|4 [0.888]
Rule 42/282: (5.1, lift 16.2)
PC1 <= -0.5890457
PC8 <= -2.280636
PC45 > 0.4344248
PC68 > -1.82776
PC71 > -0.3714299
-> class 2\|4 [0.860]
Rule 42/283: (32.7/10.6, lift 12.5)
PC1 <= -0.5890457
PC8 > -2.280636
PC8 <= -1.679346
PC29 <= 0.2788967
PC32 > -2.842878
PC57 > 0.0557297
PC65 > 0.7856241
PC100 <= 3.830744
-> class 2\|4 [0.665]
Rule 42/284: (45.4/14.9, lift 12.5)
PC1 <= -0.5890457
PC8 <= -2.280636
PC29 <= 0.283657
PC38 > -0.3780469
PC48 <= -0.5637833
PC52 > -0.4189784
PC60 > 0.2833858
PC71 > -0.3714299
PC96 > -0.2472448
-> class 2\|4 [0.665]
Rule 42/285: (61.9/21.7, lift 12.1)
PC1 > -0.5890457
PC2 <= 2.294892
PC8 <= -4.523057
PC88 <= 0.001343393
-> class 2\|4 [0.645]
Default class: 2\|3
----- Trial 43: -----
Rules:
Rule 43/1: (92.6, lift 15.7)
PC3 > -1.55354
PC18 > 2.129967
PC55 > -0.2022897
PC57 <= 1.14565
PC90 <= 1.310773
PC97 <= 0.2188113
-> class 0\|0 [0.989]
Rule 43/2: (276.2/2.4, lift 15.7)
PC1 > -0.7766915
PC2 > 2.69087
PC3 <= 1.640775
PC4 > -9.045006
PC11 <= 0.04160992
PC13 <= 7.792017
PC17 > 0.301585
PC20 > -3.19087
PC25 <= 1.063675
PC27 <= 1.798191
PC31 <= 0.1758941
PC55 > -0.2022897
PC56 <= 0.6118147
PC68 <= 0.8948466
PC74 > -0.1975024
PC80 <= 0.5713273
PC90 <= 1.310773
PC91 <= 2.682686
PC97 <= 0.1312201
-> class 0\|0 [0.988]
Rule 43/3: (146.8/2, lift 15.6)
PC1 > -0.7766915
PC12 > -1.102453
PC13 <= 7.792017
PC18 > 2.129967
PC25 <= 1.063675
PC29 <= 3.266254
PC70 > -0.7760345
PC75 > 0.2771872
-> class 0\|0 [0.980]
Rule 43/4: (43.6, lift 15.5)
PC2 > 2.69087
PC4 <= 10.01577
PC14 <= 0.3452199
PC18 > -0.4683644
PC30 > -3.055781
PC30 <= -2.630267
PC59 <= 2.765079
PC86 <= 4.013646
-> class 0\|0 [0.978]
Rule 43/5: (60.3/1.1, lift 15.3)
PC1 > -0.7766915
PC13 <= 7.792017
PC18 > 2.129967
PC30 > -3.055781
PC57 > 1.170032
PC70 > -0.7760345
PC81 <= 1.274873
-> class 0\|0 [0.965]
Rule 43/6: (26, lift 15.3)
PC2 > 2.69087
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.4683644
PC18 <= 2.129967
-> class 0\|0 [0.964]
Rule 43/7: (47.7/0.8, lift 15.3)
PC1 > -0.7766915
PC13 <= 7.792017
PC18 > 2.129967
PC25 <= 1.063675
PC26 <= 0.6648021
PC32 <= -0.7586462
PC91 <= 2.682686
-> class 0\|0 [0.964]
Rule 43/8: (307.6/11.2, lift 15.3)
PC13 <= 7.792017
PC18 > 2.129967
PC20 > -5.04436
PC30 > -3.055781
PC35 > -0.5925657
PC60 <= 0.7364992
PC70 <= -0.7760345
PC81 <= 1.274873
PC91 <= 2.682686
-> class 0\|0 [0.961]
Rule 43/9: (137.5/4.6, lift 15.3)
PC2 > 2.69087
PC3 <= 1.640775
PC10 > -6.879159
PC11 > -0.07478525
PC14 > 0.3452199
PC17 <= 0.8385102
PC18 > -0.4683644
PC18 <= 2.129967
PC21 > -0.3877457
PC30 > -0.7336521
PC51 <= 0.4635233
PC59 <= 2.765079
PC87 <= 0.1197689
-> class 0\|0 [0.960]
Rule 43/10: (53.9/1.2, lift 15.3)
PC4 <= 10.01577
PC18 > 2.129967
PC25 <= 1.063675
PC26 <= 0.6648021
PC81 <= 1.274873
PC87 > 0.5452606
PC91 <= 2.682686
PC97 > 0.2188113
-> class 0\|0 [0.960]
Rule 43/11: (259.3/16.6, lift 14.8)
PC1 > -0.7766915
PC4 > -9.045006
PC11 <= 0.04160992
PC13 <= 7.792017
PC17 > 0.301585
PC18 > 2.129967
PC19 > -0.1923291
PC19 <= -0.07804497
PC25 <= 1.063675
PC31 <= 0.1758941
PC55 > -0.2022897
PC56 <= 0.6118147
PC80 <= 0.5713273
PC90 <= 1.310773
PC97 <= 0.1312201
-> class 0\|0 [0.933]
Rule 43/12: (13.8/0.2, lift 14.7)
PC2 > 2.69087
PC3 > -1.045345
PC18 > 2.129967
PC57 <= 1.170032
PC97 > 0.2188113
-> class 0\|0 [0.927]
Rule 43/13: (7.1, lift 14.1)
PC1 > -0.7766915
PC13 <= 7.792017
PC18 > 2.129967
PC25 <= 1.063675
PC70 > 2.256165
PC97 > 0.2188113
-> class 0\|0 [0.890]
Rule 43/14: (10.1/1.5, lift 12.7)
PC2 > 2.69087
PC18 > -0.4683644
PC40 > 3.535373
PC47 <= 4.410915
PC69 > -1.93574
PC79 <= 0.6314192
-> class 0\|0 [0.796]
Rule 43/15: (80.6, lift 13.6)
PC2 > 2.69087
PC3 <= 1.640775
PC11 <= -0.07478525
PC13 <= 1.704938
PC18 > -0.4683644
PC18 <= 2.129967
PC30 > -0.7336521
PC86 <= 4.013646
-> class 0\|1 [0.988]
Rule 43/16: (69.8, lift 13.5)
PC2 > 2.69087
PC3 <= 1.640775
PC4 <= 10.01577
PC6 <= 0.2633233
PC13 <= 1.704938
PC14 > 0.3452199
PC18 > -0.4683644
PC20 > -2.335392
PC30 <= -0.7336521
PC51 <= 0.4635233
PC69 > -1.93574
-> class 0\|1 [0.986]
Rule 43/17: (62.7, lift 13.5)
PC2 > 2.69087
PC3 <= 1.640775
PC15 > -0.04019417
PC18 > -3.679763
PC66 > -0.03976581
PC73 <= -1.276582
PC77 > 1.167778
-> class 0\|1 [0.985]
Rule 43/18: (85.8/1.3, lift 13.4)
PC2 > 2.69087
PC3 <= 1.640775
PC4 <= 10.01577
PC13 <= 1.704938
PC14 > 0.3452199
PC18 > -0.4683644
PC18 <= 2.129967
PC21 <= -0.3877457
PC51 <= 0.4635233
-> class 0\|1 [0.973]
Rule 43/19: (40.5/0.2, lift 13.4)
PC2 > 2.69087
PC3 <= 1.640775
PC6 <= 0.2633233
PC13 <= 1.704938
PC14 > 0.3452199
PC17 > 0.8385102
PC18 > -0.4683644
PC18 <= 2.129967
PC69 > -1.93574
-> class 0\|1 [0.972]
Rule 43/20: (275.1/8.2, lift 13.3)
PC2 > 2.69087
PC3 <= 1.640775
PC14 <= 0.3452199
PC18 > 0.3130478
PC18 <= 2.129967
PC25 > -1.12914
PC30 > -2.630267
PC40 <= 3.535373
PC59 <= 2.765079
PC69 > -1.93574
PC79 <= 0.6314192
PC94 > -0.9492965
PC99 > -1.354734
-> class 0\|1 [0.967]
Rule 43/21: (27.4, lift 13.3)
PC13 <= 7.792017
PC18 > 2.129967
PC32 > -0.7586462
PC70 > -0.7760345
PC75 <= 0.2771872
PC90 > 1.310773
-> class 0\|1 [0.966]
Rule 43/22: (188.1/8.2, lift 13.1)
PC2 > 2.69087
PC3 <= 1.640775
PC14 <= 0.3452199
PC16 <= 0.6438745
PC18 > -0.4683644
PC18 <= 2.129967
PC20 > -2.335392
PC25 > -1.12914
PC39 <= 0.6263481
PC43 <= -0.02019914
PC79 <= 0.6314192
PC99 > -1.354734
-> class 0\|1 [0.952]
Rule 43/23: (19, lift 13.1)
PC2 > 2.69087
PC4 <= 10.01577
PC14 <= 0.3452199
PC18 > 1.165779
PC18 <= 2.129967
PC20 > -2.335392
PC39 > -1.450917
PC69 > -1.93574
PC79 > 0.6314192
-> class 0\|1 [0.952]
Rule 43/24: (32.4/0.8, lift 13.0)
PC2 > 2.69087
PC3 > -1.506377
PC3 <= 1.640775
PC17 > -0.7412659
PC18 > -1.369805
PC18 <= -0.4683644
-> class 0\|1 [0.948]
Rule 43/25: (141.7/6.5, lift 13.0)
PC2 > 2.69087
PC3 <= 1.640775
PC4 <= 10.01577
PC6 <= 0.2633233
PC13 <= 1.704938
PC14 > 0.3452199
PC18 > -0.4683644
PC18 <= 2.129967
PC87 > 0.1197689
-> class 0\|1 [0.948]
Rule 43/26: (16.5, lift 13.0)
PC2 > 2.69087
PC3 > -1.506377
PC3 <= 1.640775
PC18 > -1.369805
PC18 <= -0.4683644
PC94 > 0.5095333
-> class 0\|1 [0.946]
Rule 43/27: (23.6/0.4, lift 13.0)
PC10 <= -6.879159
PC13 <= 1.704938
PC18 <= 2.129967
PC20 > -2.335392
PC30 > -0.7336521
-> class 0\|1 [0.945]
Rule 43/28: (4.8, lift 11.7)
PC4 > 10.01577
PC30 > 5.609498
-> class 0\|1 [0.853]
Rule 43/29: (8.8/0.7, lift 11.6)
PC2 > 2.69087
PC3 <= 1.640775
PC18 > -1.369805
PC18 <= -0.4683644
PC41 <= 0.2737639
PC43 <= -1.037438
PC67 > -0.3275105
-> class 0\|1 [0.846]
Rule 43/30: (48.4/9.1, lift 11.0)
PC10 <= 6.479989
PC13 > 7.792017
PC18 > -0.4683644
PC46 <= -0.4839953
-> class 0\|1 [0.799]
Rule 43/31: (37.2/8.8, lift 10.3)
PC2 > 2.69087
PC3 <= 1.640775
PC18 > -1.369805
PC18 <= -0.4683644
PC41 > 0.2737639
-> class 0\|1 [0.750]
Rule 43/32: (1802.1/1157.8, lift 4.9)
PC18 > 2.129967
-> class 0\|1 [0.358]
Rule 43/33: (124.4/0.3, lift 10.7)
PC4 > 10.01577
PC18 > -0.4683644
PC30 <= 5.609498
PC47 <= 4.410915
-> class 0\|2 [0.989]
Rule 43/34: (54.5, lift 10.6)
PC13 <= -0.715044
PC14 > -0.7727029
PC17 > -1.503526
PC18 > -3.278872
PC18 <= -1.369805
PC37 > -0.7655982
PC55 <= 0.8780612
PC77 <= 0.8194332
-> class 0\|2 [0.982]
Rule 43/35: (36.3, lift 10.5)
PC4 > 9.305666
PC18 <= -0.4683644
PC77 <= 1.167778
-> class 0\|2 [0.974]
Rule 43/36: (28/1.3, lift 10.0)
PC2 > 2.69087
PC18 <= -0.4683644
PC35 <= -0.8877975
PC40 > -2.911253
PC55 <= 0.8780612
PC77 <= 1.167778
-> class 0\|2 [0.924]
Rule 43/37: (42.2/2.4, lift 10.0)
PC2 > 2.69087
PC3 <= 1.640775
PC18 <= -1.369805
PC41 > 0.5409865
PC55 <= 0.8780612
-> class 0\|2 [0.924]
Rule 43/38: (46.8/3.9, lift 9.7)
PC2 > 2.69087
PC9 > -0.03121099
PC17 <= -1.503526
PC35 > 0.541733
PC46 <= 0.5515712
-> class 0\|2 [0.900]
Rule 43/39: (69.4/7.2, lift 9.6)
PC2 > 2.69087
PC18 > -0.4683644
PC30 <= -3.055781
PC47 <= 4.410915
PC79 > -10.73198
PC86 <= 4.013646
-> class 0\|2 [0.885]
Rule 43/40: (155.1/18.6, lift 9.5)
PC13 > 7.792017
PC18 > -0.4683644
PC20 > -7.074862
PC36 <= 1.476349
PC46 > -0.4839953
PC56 <= 3.572794
PC62 > -0.453459
PC94 > -1.420923
-> class 0\|2 [0.875]
Rule 43/41: (47.7/9.9, lift 8.4)
PC10 > 6.479989
PC13 > 7.792017
PC46 <= -0.4839953
-> class 0\|2 [0.780]
Rule 43/42: (36.2/12.4, lift 7.0)
PC2 > 2.69087
PC18 > 2.129967
PC81 > 1.274873
-> class 0\|2 [0.650]
Rule 43/43: (7366.9/5525.8, lift 2.7)
PC2 > 2.69087
-> class 0\|2 [0.250]
Rule 43/44: (84.2, lift 11.7)
PC3 <= 1.640775
PC4 > -8.261679
PC4 <= 9.305666
PC17 <= -1.503526
PC18 <= -0.4683644
PC21 > -0.9475972
PC32 > -1.678754
PC61 <= 0.8334131
PC65 > -1.564566
PC77 <= 0.8194332
PC81 <= 1.302905
PC95 <= -0.7203632
-> class 0\|3 [0.988]
Rule 43/45: (92.2/0.3, lift 11.7)
PC7 > -0.4943706
PC18 <= -1.369805
PC32 > -1.678754
PC40 <= -1.971887
PC81 <= 1.302905
-> class 0\|3 [0.986]
Rule 43/46: (69.9, lift 11.7)
PC13 > 7.792017
PC18 > -0.4683644
PC20 > -7.074862
PC62 <= -0.453459
PC94 > -1.420923
-> class 0\|3 [0.986]
Rule 43/47: (70.6, lift 11.7)
PC13 > 7.792017
PC36 > 1.476349
-> class 0\|3 [0.986]
Rule 43/48: (59.8, lift 11.6)
PC2 > 2.69087
PC4 > -8.261679
PC4 <= 9.305666
PC14 > -0.7727029
PC18 <= -1.369805
PC46 > 0.5515712
-> class 0\|3 [0.984]
Rule 43/49: (45.7, lift 11.6)
PC3 <= 1.640775
PC18 <= -1.369805
PC40 <= -2.911253
PC77 <= 1.167778
-> class 0\|3 [0.979]
Rule 43/50: (134.7/2.2, lift 11.6)
PC4 <= 9.305666
PC18 <= -1.369805
PC32 > -1.678754
PC34 <= -1.502949
PC52 <= -0.5493605
-> class 0\|3 [0.977]
Rule 43/51: (41, lift 11.6)
PC2 > 2.69087
PC18 <= -0.4683644
PC35 > -0.8877975
PC40 > -2.911253
PC49 > 1.369873
-> class 0\|3 [0.977]
Rule 43/52: (38.3, lift 11.5)
PC2 > 2.69087
PC3 <= 1.640775
PC18 <= -0.4683644
PC26 <= -2.09578
PC43 > -1.862801
-> class 0\|3 [0.975]
Rule 43/53: (126.6/2.6, lift 11.5)
PC4 <= 9.305666
PC14 <= -0.7727029
PC18 <= -1.369805
PC21 > -0.9475972
PC26 > -2.09578
PC32 > -1.678754
PC77 <= 1.167778
-> class 0\|3 [0.972]
Rule 43/54: (32.8, lift 11.5)
PC3 <= 1.640775
PC4 <= 9.305666
PC14 > -0.7727029
PC17 > -1.503526
PC18 <= -3.278872
PC35 > -0.8877975
PC81 <= 1.302905
-> class 0\|3 [0.971]
Rule 43/55: (254.9/7.3, lift 11.5)
PC3 <= 1.640775
PC4 > -8.261679
PC4 <= 9.305666
PC7 > -0.4943706
PC9 <= -0.03121099
PC17 <= -1.503526
PC18 <= -1.369805
PC26 <= 1.486508
PC32 > -1.678754
PC63 <= 1.387863
PC65 > -1.564566
PC81 <= 1.302905
PC97 <= 1.051826
PC99 > -0.8656638
-> class 0\|3 [0.968]
Rule 43/56: (52.4/0.9, lift 11.4)
PC2 > 2.69087
PC4 <= 9.305666
PC7 > -0.4943706
PC17 > -1.503526
PC18 <= -0.4683644
PC21 > -0.9475972
PC35 > -0.8877975
PC46 <= 0.5515712
PC53 > 1.975861
PC65 > -1.564566
-> class 0\|3 [0.965]
Rule 43/57: (71.6/1.7, lift 11.4)
PC6 <= 0.09129588
PC9 > -0.03121099
PC17 <= -1.503526
PC18 <= -0.4683644
PC21 > -0.9475972
PC24 <= -0.2294354
PC58 > -1.250211
PC61 <= 0.8334131
PC63 <= 1.387863
PC64 <= -0.4647504
PC77 <= 0.8194332
PC87 <= 0.0877539
PC97 <= 1.051826
-> class 0\|3 [0.964]
Rule 43/58: (48.7/0.8, lift 11.4)
PC4 > -8.261679
PC10 <= 0.3247385
PC12 > -0.1664042
PC17 > -3.828378
PC17 <= -1.503526
PC18 <= -0.4683644
PC21 > -0.9475972
PC26 <= 1.486508
PC32 > -1.678754
PC35 <= 0.541733
PC87 > 0.0877539
PC95 > -0.7203632
PC97 <= 1.051826
PC99 > -0.8656638
-> class 0\|3 [0.964]
Rule 43/59: (35.4/0.3, lift 11.4)
PC13 > 7.792017
PC46 > -0.4839953
PC56 <= 3.572794
PC94 <= -1.420923
-> class 0\|3 [0.964]
Rule 43/60: (49.1/0.9, lift 11.4)
PC2 > 2.69087
PC2 <= 4.405044
PC3 <= 1.640775
PC7 <= -0.4943706
PC18 <= -1.369805
PC21 > -0.9475972
PC41 <= 0.5409865
PC77 <= 1.167778
-> class 0\|3 [0.963]
Rule 43/61: (423.5/14.9, lift 11.4)
PC4 > -8.261679
PC7 > -0.4943706
PC13 > -1.751085
PC17 > -3.828378
PC17 <= -1.503526
PC18 <= -1.369805
PC28 > -0.9039682
PC32 > -1.362498
PC35 <= 0.541733
PC63 <= 1.387863
PC64 > -0.4647504
PC87 <= 0.0877539
PC90 > -1.043883
PC97 <= 1.051826
PC99 > -0.8656638
-> class 0\|3 [0.963]
Rule 43/62: (22.2, lift 11.4)
PC3 <= 1.640775
PC4 > -8.261679
PC7 <= -0.4943706
PC18 <= -1.369805
PC72 <= -0.6315226
PC77 <= 1.167778
-> class 0\|3 [0.959]
Rule 43/63: (27.5/0.3, lift 11.3)
PC17 > -1.503526
PC18 <= -1.369805
PC35 > -0.8877975
PC37 > -0.7655982
PC55 <= 0.8780612
PC67 <= -0.1180087
PC77 <= 1.167778
PC80 <= 0.3583249
PC82 <= 0.1070561
-> class 0\|3 [0.957]
Rule 43/64: (20.1, lift 11.3)
PC7 <= -0.4943706
PC18 <= -1.369805
PC52 <= -0.5493605
PC65 > 0.70856
PC77 <= 1.167778
-> class 0\|3 [0.955]
Rule 43/65: (40.3/1, lift 11.3)
PC3 <= 1.640775
PC12 <= 2.894869
PC17 <= -2.556464
PC18 > -1.369805
PC31 > -0.1901456
PC43 > -1.037438
-> class 0\|3 [0.953]
Rule 43/66: (68.6/2.7, lift 11.2)
PC2 > 2.69087
PC3 <= 1.640775
PC4 <= 9.305666
PC13 > -0.715044
PC17 > -1.503526
PC18 <= -1.369805
PC32 > -1.678754
PC37 > -0.7655982
PC61 <= 0.8334131
PC65 > -1.564566
PC80 <= 0.3583249
PC82 > 0.1070561
-> class 0\|3 [0.948]
Rule 43/67: (49.3/2.4, lift 11.1)
PC2 > 2.69087
PC3 <= 1.640775
PC15 <= -0.04019417
PC18 <= -0.4683644
PC77 > 1.167778
-> class 0\|3 [0.934]
Rule 43/68: (66.7/3.7, lift 11.0)
PC2 > 2.69087
PC3 <= -1.506377
PC18 <= -0.4683644
PC31 > 0.2133451
PC43 > -1.037438
PC51 <= 1.113873
-> class 0\|3 [0.931]
Rule 43/69: (10.2, lift 10.9)
PC4 <= 10.01577
PC18 > -0.4683644
PC20 <= -7.074862
PC79 > -10.73198
-> class 0\|3 [0.918]
Rule 43/70: (23.9/1.1, lift 10.9)
PC2 > 2.69087
PC3 <= 1.640775
PC18 <= -0.4683644
PC66 <= -0.03976581
PC77 > 1.167778
-> class 0\|3 [0.917]
Rule 43/71: (8.7, lift 10.7)
PC2 > 2.69087
PC12 > 2.894869
PC18 > -1.369805
PC18 <= -0.4683644
-> class 0\|3 [0.906]
Rule 43/72: (9.1/0.1, lift 10.7)
PC2 > 2.69087
PC3 <= 1.640775
PC18 > -1.369805
PC18 <= -0.4683644
PC51 > 1.113873
-> class 0\|3 [0.901]
Rule 43/73: (32.6/2.9, lift 10.5)
PC2 > 2.69087
PC3 <= -1.506377
PC6 > -0.2368416
PC16 > 0.8086591
PC18 > -1.369805
PC18 <= -0.4683644
-> class 0\|3 [0.888]
Rule 43/74: (117.5/13.2, lift 10.4)
PC3 <= 1.640775
PC4 <= 9.305666
PC13 > -0.715044
PC17 > -1.503526
PC18 <= -1.369805
PC37 > -0.7655982
PC41 <= 0.5409865
PC65 > -0.4111588
PC67 > -0.1024591
PC76 <= 0.8330782
PC80 <= 0.3583249
PC98 <= 0.6513261
-> class 0\|3 [0.881]
Rule 43/75: (28.5/2.9, lift 10.3)
PC18 > -0.4683644
PC79 <= -10.73198
-> class 0\|3 [0.873]
Rule 43/76: (21.6/2.2, lift 10.2)
PC2 > 2.69087
PC3 <= 1.640775
PC18 > -1.369805
PC18 <= -0.4683644
PC67 <= -0.3275105
-> class 0\|3 [0.866]
Rule 43/77: (4.7, lift 10.1)
PC1 > -0.436855
PC2 <= 2.69087
PC6 <= 1.075578
PC9 <= 0.3598154
PC18 <= -1.026199
-> class 0\|3 [0.851]
Rule 43/78: (26.7/4.8, lift 9.5)
PC2 > 2.69087
PC4 <= 10.01577
PC18 > -0.4683644
PC86 > 4.013646
-> class 0\|3 [0.799]
Rule 43/79: (85.7/17.2, lift 9.4)
PC2 > 2.69087
PC3 > -1.506377
PC3 <= 1.640775
PC18 <= -0.4683644
PC53 <= -1.101202
-> class 0\|3 [0.792]
Rule 43/80: (20.5/3.8, lift 9.3)
PC4 <= 10.01577
PC13 <= 7.792017
PC18 > -0.4683644
PC18 <= 2.129967
PC30 > -3.055781
PC59 > 2.765079
-> class 0\|3 [0.788]
Rule 43/81: (20.1/3.8, lift 9.3)
PC3 <= 1.640775
PC4 > -8.261679
PC7 <= -0.4943706
PC18 <= -1.369805
PC41 <= 0.5409865
PC52 <= -0.5493605
PC74 > -0.4427266
-> class 0\|3 [0.783]
Rule 43/82: (53.2/21.1, lift 7.1)
PC2 > 2.69087
PC13 > 1.704938
PC13 <= 7.792017
PC18 > -0.4683644
PC18 <= 2.129967
-> class 0\|3 [0.599]
Rule 43/83: (19.1/9.1, lift 6.2)
PC2 <= 2.69087
PC9 > -2.012331
PC9 <= 0.3598154
PC10 <= -0.8274558
-> class 0\|3 [0.525]
Rule 43/84: (70.9/1.8, lift 15.8)
PC9 > 0.3598154
PC16 <= -0.9848477
PC36 <= -0.07140204
PC43 <= -0.0748131
PC51 <= 0.4938124
PC61 > -1.501591
PC68 <= -1.008117
PC91 > -0.520488
-> class 1\|0 [0.962]
Rule 43/85: (606/22.4, lift 15.8)
PC1 > -0.436855
PC2 > -6.720232
PC4 > -1.291129
PC9 > 0.3598154
PC11 <= -0.1272279
PC17 <= 1.790716
PC21 > -0.871241
PC45 <= 0.520304
PC67 <= 0.2617142
PC68 > -0.8404831
PC82 > -0.3335778
PC91 > -0.4270381
PC95 <= 0.4803047
-> class 1\|0 [0.962]
Rule 43/86: (17.7, lift 15.6)
PC1 > 9.529292
PC6 <= 1.075578
PC50 > 0.5827398
-> class 1\|0 [0.949]
Rule 43/87: (15.6, lift 15.4)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC9 <= 0.3598154
PC16 <= -0.394697
PC52 <= -0.3879358
-> class 1\|0 [0.940]
Rule 43/88: (9.5, lift 15.0)
PC2 <= 2.69087
PC4 <= -1.420852
PC6 <= 1.075578
PC16 <= -0.394697
-> class 1\|0 [0.913]
Rule 43/89: (9.2, lift 14.9)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC15 > -0.9117991
PC16 <= -0.394697
PC48 > 0.1754309
-> class 1\|0 [0.911]
Rule 43/90: (1534.4/709.3, lift 8.8)
PC1 > -0.436855
PC2 <= 2.69087
PC9 > 0.3598154
PC53 > -3.695115
PC68 > -1.008117
-> class 1\|0 [0.538]
Rule 43/91: (541.4/262.1, lift 8.5)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= -0.9381145
PC50 > -0.2185747
PC70 > -0.1099842
-> class 1\|0 [0.516]
Rule 43/92: (172.5, lift 15.0)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= -0.9381145
PC86 > 0.5513186
-> class 1\|1 [0.994]
Rule 43/93: (110.5, lift 14.9)
PC7 > 10.48223
PC20 > -0.4276623
PC27 <= 0.64168
PC50 > -0.2185747
-> class 1\|1 [0.991]
Rule 43/94: (103, lift 14.9)
PC1 > 9.529292
PC6 <= 1.075578
PC7 > -5.653081
PC9 <= 0.3598154
PC10 > -0.8274558
PC28 <= 0.2592985
PC50 <= 0.5827398
PC82 <= 0.5142318
-> class 1\|1 [0.990]
Rule 43/95: (73, lift 14.9)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= -0.9381145
PC47 <= -0.295758
-> class 1\|1 [0.987]
Rule 43/96: (68, lift 14.9)
PC2 <= 2.69087
PC4 <= -1.291129
PC9 > 0.3598154
PC17 <= 1.790716
PC18 > 0.04101067
PC45 <= 0.520304
PC68 > -1.008117
PC82 > -0.3335778
-> class 1\|1 [0.986]
Rule 43/97: (207.4/1.9, lift 14.9)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= -0.9381145
PC70 <= -0.1099842
-> class 1\|1 [0.986]
Rule 43/98: (68.1, lift 14.9)
PC2 > 2.69087
PC8 <= -3.622398
PC50 > -0.2185747
PC70 > -0.1099842
-> class 1\|1 [0.986]
Rule 43/99: (169/1.5, lift 14.9)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= -0.9381145
PC74 > 0.6041654
-> class 1\|1 [0.986]
Rule 43/100: (56.1, lift 14.8)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC4 > -1.420852
PC6 <= 1.075578
PC9 <= 0.3598154
PC15 > -0.9117991
PC16 <= -0.394697
PC48 <= 0.1754309
PC52 > -0.3879358
-> class 1\|1 [0.983]
Rule 43/101: (111.3/1.6, lift 14.7)
PC1 > -0.436855
PC2 <= 2.69087
PC6 <= 8.145261
PC9 > 0.3598154
PC11 > -0.1272279
PC15 > -3.589494
PC21 > -0.871241
PC21 <= 0.5777489
PC62 > -0.2326303
PC67 <= 0.2617142
PC68 > -1.008117
PC82 > -0.3335778
-> class 1\|1 [0.977]
Rule 43/102: (105.2/1.6, lift 14.7)
PC2 > 2.69087
PC3 > 1.640775
PC16 > -2.63019
PC16 <= -0.9381145
PC49 > 0.02847519
PC85 > -0.6292372
-> class 1\|1 [0.976]
Rule 43/103: (90.6/2.4, lift 14.5)
PC1 > -0.436855
PC5 <= -0.8302316
PC9 > 0.3598154
PC31 > -0.9533708
PC61 > -0.8806599
PC67 > 0.2617142
-> class 1\|1 [0.964]
Rule 43/104: (134/4, lift 14.5)
PC2 > 2.69087
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9973184
PC22 > -2.12056
PC50 > -0.2185747
PC72 > -1.26589
PC83 > -0.4965701
-> class 1\|1 [0.963]
Rule 43/105: (48.4/0.9, lift 14.5)
PC3 > 1.640775
PC16 <= -2.63019
PC20 <= -0.4276623
-> class 1\|1 [0.962]
Rule 43/106: (21.4, lift 14.4)
PC2 > 2.69087
PC3 > 1.640775
PC27 > 0.64168
PC47 > -0.295758
PC70 > -0.1099842
-> class 1\|1 [0.957]
Rule 43/107: (26.5/0.4, lift 14.4)
PC1 > -0.436855
PC4 > -1.291129
PC6 <= 8.145261
PC9 > 0.3598154
PC17 <= 1.790716
PC21 <= -0.871241
PC67 <= 0.2617142
PC68 > -1.008117
PC83 > -0.4067275
-> class 1\|1 [0.951]
Rule 43/108: (17.6, lift 14.3)
PC1 > -0.436855
PC2 <= 2.69087
PC4 > -1.291129
PC6 <= 8.145261
PC9 > 0.3598154
PC31 > -0.9533708
PC67 <= 0.2617142
PC68 > -1.008117
PC83 <= -0.4067275
-> class 1\|1 [0.949]
Rule 43/109: (17.3, lift 14.3)
PC1 > -0.436855
PC9 > 0.3598154
PC11 <= -0.1272279
PC45 <= 0.520304
PC67 <= 0.2617142
PC82 > -0.3335778
PC95 > 0.4803047
-> class 1\|1 [0.948]
Rule 43/110: (13.1, lift 14.1)
PC1 > -0.436855
PC9 > 0.3598154
PC61 > -1.501591
PC68 <= -1.008117
PC91 <= -0.520488
-> class 1\|1 [0.934]
Rule 43/111: (11.6/0.1, lift 13.8)
PC1 > -0.436855
PC9 > 0.3598154
PC16 <= -0.9848477
PC51 > 0.4938124
PC61 > -1.501591
PC68 <= -1.008117
-> class 1\|1 [0.918]
Rule 43/112: (71.7/5.2, lift 13.8)
PC1 > -0.436855
PC9 > 0.3598154
PC31 > -0.9533708
PC45 <= 0.520304
PC67 <= 0.2617142
PC68 > -1.008117
PC68 <= -0.8404831
-> class 1\|1 [0.916]
Rule 43/113: (8.4, lift 13.6)
PC1 > -0.436855
PC9 > 0.3598154
PC17 <= 1.790716
PC68 > -0.005930442
PC79 > 0.1901409
PC82 <= -0.3335778
-> class 1\|1 [0.904]
Rule 43/114: (69/6.4, lift 13.5)
PC6 > 8.145261
PC9 > 0.3598154
PC31 > -0.9533708
-> class 1\|1 [0.895]
Rule 43/115: (122.3/12.4, lift 13.5)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= 0.437744
PC46 <= -0.8327915
-> class 1\|1 [0.892]
Rule 43/116: (89.2/11.5, lift 13.0)
PC2 > 2.69087
PC5 <= -8.034739
PC16 <= -0.9381145
-> class 1\|1 [0.863]
Rule 43/117: (4.7, lift 12.8)
PC9 > 0.3598154
PC16 <= -0.9848477
PC36 <= -0.07140204
PC43 > -0.0748131
PC68 <= -1.008117
-> class 1\|1 [0.851]
Rule 43/118: (5.6/0.3, lift 12.5)
PC1 > -0.436855
PC6 <= 0.476807
PC9 > 0.3598154
PC9 <= 1.949216
PC68 <= -1.008117
-> class 1\|1 [0.830]
Rule 43/119: (45.1/7.9, lift 12.2)
PC1 > -0.436855
PC2 <= 2.69087
PC9 > 0.3598154
PC17 <= 1.790716
PC31 > -0.9533708
PC45 <= 0.520304
PC67 <= 0.2617142
PC68 > -1.008117
PC82 > -0.3335778
PC91 <= -0.4270381
-> class 1\|1 [0.810]
Rule 43/120: (13.2/3.5, lift 10.6)
PC1 > -0.436855
PC2 <= -6.720232
PC9 > 0.3598154
-> class 1\|1 [0.704]
Rule 43/121: (23.7/7.7, lift 9.9)
PC1 > -0.436855
PC6 > 1.075578
PC9 <= 0.3598154
PC10 > -0.8274558
PC18 <= 0.2284176
PC19 > -1.178555
PC43 <= 2.271991
PC68 <= 0.3535132
-> class 1\|1 [0.659]
Rule 43/122: (110.4, lift 16.1)
PC1 > -0.436855
PC6 > 1.075578
PC7 > 1.535702
PC9 <= 0.3598154
PC19 <= -1.178555
-> class 1\|2 [0.991]
Rule 43/123: (84.5, lift 16.1)
PC1 > -0.436855
PC6 > 1.075578
PC9 <= 0.3598154
PC14 <= 0.5601762
PC49 <= -0.3700541
PC67 <= 0.3108942
-> class 1\|2 [0.988]
Rule 43/124: (74.8, lift 16.0)
PC1 > -0.436855
PC6 > 0.476807
PC9 > 0.3598154
PC9 <= 1.949216
PC16 > -0.9848477
PC31 <= -0.02705851
PC45 > -0.08849021
-> class 1\|2 [0.986]
Rule 43/125: (57.5, lift 16.0)
PC2 > 2.69087
PC3 > 1.640775
PC16 > 0.437744
PC50 <= -0.2185747
PC87 > 0.3072045
-> class 1\|2 [0.983]
Rule 43/126: (53.6, lift 16.0)
PC2 <= 2.69087
PC3 > 4.562835
PC9 > 0.3598154
PC17 > 1.790716
PC53 > -3.695115
PC68 > -1.008117
-> class 1\|2 [0.982]
Rule 43/127: (46, lift 15.9)
PC1 > 9.529292
PC6 <= 1.075578
PC7 <= -5.653081
-> class 1\|2 [0.979]
Rule 43/128: (46.2, lift 15.9)
PC1 > -0.436855
PC5 > -0.8302316
PC9 > 0.3598154
PC31 > -0.9533708
PC67 > 0.2617142
PC82 > -0.3335778
-> class 1\|2 [0.978]
Rule 43/129: (117.7/1.8, lift 15.9)
PC1 > -0.436855
PC6 > 1.075578
PC9 <= 0.3598154
PC10 > -0.8274558
PC18 <= 0.2284176
PC47 <= -1.122921
-> class 1\|2 [0.977]
Rule 43/130: (40.3, lift 15.9)
PC1 > -0.436855
PC19 <= -1.178555
PC67 > 0.3108942
-> class 1\|2 [0.976]
Rule 43/131: (105.6/2, lift 15.8)
PC6 > 1.075578
PC14 <= 0.5601762
PC19 <= -1.178555
PC42 > 1.207632
-> class 1\|2 [0.972]
Rule 43/132: (33.3, lift 15.8)
PC1 > -0.436855
PC6 > 0.476807
PC9 > 0.3598154
PC16 > -0.9848477
PC38 <= -0.01121791
PC68 <= -1.008117
-> class 1\|2 [0.972]
Rule 43/133: (39.1/0.2, lift 15.8)
PC1 > -0.436855
PC2 <= 2.69087
PC9 > 0.3598154
PC45 > 0.520304
PC68 > -1.008117
-> class 1\|2 [0.972]
Rule 43/134: (30.1, lift 15.7)
PC2 > 2.69087
PC3 > 1.640775
PC16 <= 0.437744
PC46 > -0.8327915
PC50 <= -0.2185747
-> class 1\|2 [0.967]
Rule 43/135: (203.5/5.7, lift 15.7)
PC2 > 2.69087
PC3 > 1.640775
PC11 > -0.1352838
PC15 > -1.571989
PC16 > 0.437744
PC50 <= -0.2185747
PC91 > -0.9476128
-> class 1\|2 [0.967]
Rule 43/136: (273.3/8.3, lift 15.7)
PC1 > -0.436855
PC6 > 1.075578
PC9 > -3.60995
PC9 <= 0.3598154
PC16 <= 4.983822
PC18 <= 0.2284176
PC68 > 0.3535132
-> class 1\|2 [0.966]
Rule 43/137: (111.8/3.2, lift 15.7)
PC2 <= 2.69087
PC10 <= -0.8274558
PC12 <= -2.119473
PC19 <= -1.342918
PC49 > -1.210842
-> class 1\|2 [0.963]
Rule 43/138: (23.9, lift 15.6)
PC2 > 2.69087
PC3 > 1.640775
PC22 <= -2.12056
PC50 > -0.2185747
-> class 1\|2 [0.961]
Rule 43/139: (20.9, lift 15.6)
PC1 > 9.529292
PC6 <= 1.075578
PC28 > 0.2592985
PC82 <= 0.5142318
-> class 1\|2 [0.956]
Rule 43/140: (18, lift 15.5)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC10 > -0.8274558
PC11 > -0.1790256
PC18 > -1.026199
PC25 <= -0.1371863
PC38 <= 0.04768629
-> class 1\|2 [0.950]
Rule 43/141: (52.8/2, lift 15.4)
PC2 > 2.69087
PC3 > 1.640775
PC16 > -0.9381145
PC22 > -2.12056
PC72 <= -1.26589
-> class 1\|2 [0.946]
Rule 43/142: (52/2.4, lift 15.2)
PC1 > -0.436855
PC4 <= -1.291129
PC9 > 0.3598154
PC18 <= 0.04101067
PC82 > -0.3335778
-> class 1\|2 [0.936]
Rule 43/143: (52.7/2.7, lift 15.2)
PC1 > -0.436855
PC2 <= 2.69087
PC9 > 0.3598154
PC68 > -0.005930442
PC79 <= 0.1901409
PC82 <= -0.3335778
-> class 1\|2 [0.933]
Rule 43/144: (28.3/1.2, lift 15.1)
PC1 > -0.436855
PC6 > 0.476807
PC9 > 0.3598154
PC16 > -0.9848477
PC31 > -0.0662119
PC31 <= -0.02705851
-> class 1\|2 [0.926]
Rule 43/145: (11.3, lift 15.0)
PC1 > -0.436855
PC6 > 1.075578
PC6 <= 1.990487
PC9 <= 0.3598154
PC10 > -0.8274558
PC18 <= 0.2284176
-> class 1\|2 [0.925]
Rule 43/146: (37.3/2.4, lift 14.8)
PC2 > 2.69087
PC3 > 1.640775
PC16 > 0.9973184
PC50 > -0.2185747
-> class 1\|2 [0.913]
Rule 43/147: (16.5/0.6, lift 14.8)
PC1 > -0.436855
PC1 <= 9.529292
PC9 <= 0.3598154
PC10 > -0.8274558
PC16 > -0.394697
PC25 <= -0.1371863
PC52 > 0.907129
-> class 1\|2 [0.911]
Rule 43/148: (87.7/7.9, lift 14.7)
PC1 > -0.436855
PC9 > 1.949216
PC16 > -0.9848477
PC68 <= -1.008117
-> class 1\|2 [0.900]
Rule 43/149: (7.7, lift 14.6)
PC2 > 2.69087
PC3 > 1.640775
PC16 > -0.9381145
PC50 > -0.2185747
PC83 <= -0.4965701
-> class 1\|2 [0.897]
Rule 43/150: (6.7, lift 14.4)
PC1 > -0.436855
PC9 > 0.3598154
PC16 <= -0.9848477
PC61 <= -1.501591
-> class 1\|2 [0.885]
Rule 43/151: (58.3/12.9, lift 12.5)
PC1 > -0.436855
PC9 > 0.3598154
PC31 <= -0.9533708
PC68 > -1.008117
-> class 1\|2 [0.769]
Rule 43/152: (105.5/3, lift 13.1)
PC1 > -0.436855
PC6 > 1.990487
PC7 <= 1.535702
PC9 <= 0.3598154
PC10 > -0.8274558
PC19 <= -1.178555
PC42 <= 1.207632
PC49 > -0.3700541
PC67 <= 0.3108942
PC68 <= 0.3535132
-> class 1\|3 [0.963]
Rule 43/153: (1146/575.9, lift 6.8)
PC3 > 1.640775
PC16 > 0.437744
PC50 <= -0.2185747
-> class 1\|3 [0.497]
Rule 43/154: (5370.8/3989.4, lift 3.5)
PC1 > -0.436855
PC2 <= 2.69087
-> class 1\|3 [0.257]
Rule 43/155: (153.2/0.1, lift 15.1)
PC8 > -0.6680527
PC11 > -0.6532851
PC19 <= 0.7017543
PC21 > 2.08639
PC28 <= 0.1391531
PC61 > -1.166911
-> class 2\|0 [0.993]
Rule 43/156: (123.6/0.1, lift 15.0)
PC8 > 1.706811
PC9 <= 3.05019
PC11 > -0.6532851
PC19 > -1.635959
PC19 <= 0.7017543
PC20 <= -0.02369508
PC21 > 1.229187
PC28 <= 0.1391531
PC32 <= 1.49257
PC61 > -1.166911
PC88 > -0.2781975
-> class 2\|0 [0.991]
Rule 43/157: (101.1, lift 15.0)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC11 > -0.6532851
PC19 <= 0.7017543
PC21 > 0.01122028
PC45 <= -0.1977667
PC61 > -1.166911
PC88 > -0.2781975
-> class 2\|0 [0.990]
Rule 43/158: (73.5, lift 15.0)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC10 > -0.8274558
PC11 > -0.1790256
PC19 <= -0.3383842
PC21 > 0.3912949
PC39 <= 0.1621064
-> class 2\|0 [0.987]
Rule 43/159: (325/4.3, lift 14.9)
PC1 <= -0.436855
PC8 > 1.706811
PC11 > -0.3724715
PC19 <= -1.635959
PC21 > 0.01122028
PC28 <= 0.1391531
PC41 <= 1.617613
PC46 <= 1.406275
PC88 > -0.2781975
-> class 2\|0 [0.984]
Rule 43/160: (101.3/1.8, lift 14.8)
PC8 > 1.706811
PC9 <= 3.05019
PC11 > -0.3724715
PC19 <= 0.7017543
PC21 > 0.01122028
PC32 > 1.49257
-> class 2\|0 [0.972]
Rule 43/161: (66.6/1.1, lift 14.7)
PC1 <= -0.436855
PC8 > 1.706811
PC9 <= 3.05019
PC11 > -0.3724715
PC19 <= 0.7017543
PC21 > 0.01122028
PC42 > 0.3013464
PC88 > -0.2781975
-> class 2\|0 [0.969]
Rule 43/162: (24.2, lift 14.6)
PC1 > -0.436855
PC6 > 1.075578
PC9 <= 0.3598154
PC12 > 0.1182161
PC18 > 0.2284176
-> class 2\|0 [0.962]
Rule 43/163: (90.4/2.6, lift 14.6)
PC2 <= 2.69087
PC8 > 1.706811
PC19 <= 0.7017543
PC94 <= -0.7417396
-> class 2\|0 [0.961]
Rule 43/164: (29.1/0.2, lift 14.6)
PC1 <= -0.436855
PC2 > -1.025067
PC2 <= 2.69087
PC4 <= 0.25686
PC8 > -0.6680527
PC8 <= 1.706811
PC34 <= -0.3792612
-> class 2\|0 [0.960]
Rule 43/165: (170.8/6.7, lift 14.5)
PC1 <= -0.436855
PC8 > 1.706811
PC9 <= 3.05019
PC11 > -0.3724715
PC19 > -1.635959
PC19 <= 0.7017543
PC20 <= -0.02369508
PC27 > -0.602227
PC28 <= 0.1391531
PC61 > -1.166911
PC75 <= 0.2064498
PC88 > -0.2781975
-> class 2\|0 [0.956]
Rule 43/166: (14.9, lift 14.3)
PC1 <= -0.436855
PC2 > -0.4700584
PC8 > 1.706811
-> class 2\|0 [0.941]
Rule 43/167: (53/3, lift 14.1)
PC1 <= -0.436855
PC8 > 1.706811
PC19 <= 0.7017543
PC29 <= -0.1479674
PC43 <= 0.6150092
-> class 2\|0 [0.927]
Rule 43/168: (321/24.9, lift 14.0)
PC1 <= -0.436855
PC8 > 1.706811
PC9 <= 3.05019
PC11 > -0.3724715
PC20 <= -0.02369508
PC21 > 0.01122028
PC27 > -0.602227
PC56 <= -0.1754955
PC61 > -1.166911
-> class 2\|0 [0.920]
Rule 43/169: (33.4/2.5, lift 13.7)
PC1 <= -0.436855
PC8 > 0.5458989
PC8 <= 1.706811
PC22 > -0.7649181
PC44 > 0.4799442
PC56 <= -0.1750138
PC80 <= -0.06574257
-> class 2\|0 [0.902]
Rule 43/170: (7.7, lift 13.6)
PC1 > -0.436855
PC1 <= 9.529292
PC6 <= 1.075578
PC10 > -0.8274558
PC21 > 1.570358
-> class 2\|0 [0.897]
Rule 43/171: (6.6, lift 13.4)
PC1 <= -0.436855
PC6 > -3.408859
PC8 > 1.706811
PC19 <= 0.7017543
PC21 <= 0.01122028
PC43 > 0.6150092
-> class 2\|0 [0.883]
Rule 43/172: (163.1, lift 9.7)
PC1 <= -0.436855
PC8 > 1.706811
PC19 > -1.635959
PC20 > -0.02369508
PC21 > 0.01122028
PC21 <= 2.08639
PC32 <= 1.49257
-> class 2\|1 [0.994]
Rule 43/173: (224.5/1.5, lift 9.6)
PC1 <= -0.436855
PC6 > -3.408859
PC8 > 1.706811
PC19 <= 0.7017543
PC21 <= 0.01122028
PC29 > -0.1389677
PC42 > -0.8120781
PC43 <= 0.6150092
PC70 <= 0.3345788
PC81 > -0.4215223
PC94 > -0.7417396
-> class 2\|1 [0.989]
Rule 43/174: (99.8/0.2, lift 9.6)
PC1 <= -0.436855
PC2 > -1.927486
PC2 <= 2.69087
PC3 <= 0.1184081
PC8 > -0.6680527
PC8 <= 1.706811
PC11 > -2.551643
PC12 > -2.959378
PC58 > -0.9523199
PC72 > -0.4926742
-> class 2\|1 [0.988]
Rule 43/175: (70.9, lift 9.6)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= 0.1184081
PC8 > 0.09943713
PC12 > -2.959378
PC35 <= -0.7500281
PC45 > -0.01416922
PC62 > -1.244593
PC78 > -0.2838189
-> class 2\|1 [0.986]
Rule 43/176: (57.1, lift 9.6)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC12 > -2.959378
PC31 > -1.119067
PC80 > 1.31478
PC90 > -0.474449
-> class 2\|1 [0.983]
Rule 43/177: (55.3, lift 9.6)
PC1 <= -0.436855
PC2 <= 2.69087
PC4 <= -0.4762218
PC8 <= 1.706811
PC44 <= 0.4799442
PC100 > -1.118593
-> class 2\|1 [0.982]
Rule 43/178: (72/0.5, lift 9.6)
PC1 <= -0.436855
PC8 > 1.706811
PC11 > -0.6532851
PC11 <= -0.3724715
PC21 <= 2.08639
-> class 2\|1 [0.979]
Rule 43/179: (48.8, lift 9.5)
PC1 <= -0.436855
PC6 > -3.408859
PC8 > 1.706811
PC19 > -1.635959
PC19 <= 0.7017543
PC27 <= -0.602227
-> class 2\|1 [0.979]
Rule 43/180: (136/2.1, lift 9.5)
PC2 <= -1.025067
PC8 > -0.6680527
PC9 <= 3.300602
PC21 > -1.980334
PC44 <= 0.4799442
PC58 > -0.9523199
PC76 > -0.2802216
PC87 <= -0.5506828
PC90 > -0.474449
PC93 > -0.2958874
-> class 2\|1 [0.978]
Rule 43/181: (43.3, lift 9.5)
PC1 <= -0.436855
PC8 > 0.5458989
PC8 <= 1.706811
PC22 > -0.7649181
PC29 <= 0.2855919
PC44 > 0.4799442
PC56 > -0.1750138
-> class 2\|1 [0.978]
Rule 43/182: (48, lift 9.5)
PC1 <= -0.436855
PC8 > 1.706811
PC19 <= 0.7017543
PC61 <= -1.166911
-> class 2\|1 [0.978]
Rule 43/183: (69.4/0.8, lift 9.5)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= 0.1184081
PC8 > 0.09943713
PC8 <= 1.706811
PC21 > -1.286319
PC42 > -0.3916885
PC44 <= 0.4799442
PC45 > -0.01416922
PC56 <= 0.2526183
PC58 > -0.9523199
PC68 <= -0.5776721
-> class 2\|1 [0.975]
Rule 43/184: (35.8, lift 9.5)
PC1 <= -0.436855
PC2 <= 2.69087
PC5 > -0.6553116
PC8 > 0.09943713
PC8 <= 1.706811
PC62 > -1.244593
PC72 > 0.5404838
PC80 > -0.9106748
PC87 > -0.5506828
PC93 > -0.2958874
-> class 2\|1 [0.974]
Rule 43/185: (39.6/0.2, lift 9.5)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > 0.09943713
PC21 <= -1.286319
PC42 > -0.3916885
-> class 2\|1 [0.972]
Rule 43/186: (90.1/1.7, lift 9.5)
PC2 <= -1.025067
PC5 > -0.6553116
PC8 > -0.6680527
PC8 <= 1.706811
PC12 > -2.959378
PC31 > -1.119067
PC88 <= -0.2140597
PC90 > -0.474449
-> class 2\|1 [0.971]
Rule 43/187: (32.9, lift 9.5)
PC1 <= -0.436855
PC8 > 1.706811
PC9 > 3.05019
PC88 > -0.2781975
-> class 2\|1 [0.971]
Rule 43/188: (75.2/1.4, lift 9.5)
PC2 > -2.397938
PC2 <= 2.69087
PC3 <= 0.1184081
PC4 <= 0.25686
PC5 > -0.6553116
PC8 > 0.09943713
PC8 <= 1.706811
PC78 > -0.2838189
PC87 > -0.5506828
PC90 > -0.474449
PC93 > -0.2958874
-> class 2\|1 [0.970]
Rule 43/189: (29.8, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= 0.1184081
PC5 > -0.6553116
PC8 > 0.09943713
PC8 <= 1.706811
PC12 > -2.959378
PC31 > -1.119067
PC42 > -0.3916885
PC100 > 0.3669944
-> class 2\|1 [0.969]
Rule 43/190: (29.2, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC31 > -1.119067
PC62 > -1.244593
PC70 > -0.9037994
PC100 <= -1.118593
-> class 2\|1 [0.968]
Rule 43/191: (313.7/9, lift 9.4)
PC1 <= -0.436855
PC2 <= -0.4700584
PC8 > 1.706811
PC10 > -0.4983281
PC19 > 0.7017543
PC50 > -1.089255
-> class 2\|1 [0.968]
Rule 43/192: (95.3/2.1, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= -0.6198061
PC12 > -1.169619
PC73 <= -1.342588
-> class 2\|1 [0.968]
Rule 43/193: (26.6, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC8 <= 1.706811
PC12 > -2.959378
PC31 > -1.119067
PC80 <= -0.9106748
PC90 > -0.474449
PC100 > -1.118593
-> class 2\|1 [0.965]
Rule 43/194: (34.9/0.4, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC44 <= 0.4799442
PC70 <= -0.9037994
-> class 2\|1 [0.962]
Rule 43/195: (42.7/0.8, lift 9.4)
PC1 <= -0.436855
PC2 <= -1.025067
PC5 > -0.6553116
PC8 > 1.53143
PC8 <= 1.706811
PC87 > -0.5506828
-> class 2\|1 [0.961]
Rule 43/196: (120.6/3.8, lift 9.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC11 > -0.6532851
PC19 > -1.635959
PC19 <= 0.7017543
PC20 <= -0.02369508
PC21 > 0.01122028
PC21 <= 1.229187
PC32 <= 1.49257
PC42 <= 0.3013464
PC45 > -0.1977667
PC56 > -0.1754955
PC61 > -1.166911
PC75 > 0.2064498
PC95 <= 0.3094837
-> class 2\|1 [0.961]
Rule 43/197: (46/1.3, lift 9.3)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > 0.09943713
PC29 > 0.2544701
PC80 > -0.9106748
PC87 > -0.5506828
PC93 > -0.2958874
-> class 2\|1 [0.953]
Rule 43/198: (129.5/6.2, lift 9.2)
PC1 <= -0.436855
PC2 <= 2.69087
PC6 <= -0.2707502
PC8 > -0.6680527
PC8 <= 1.706811
PC44 > 0.4799442
PC67 > -0.7714887
PC80 > -0.06574257
-> class 2\|1 [0.946]
Rule 43/199: (67.7/2.8, lift 9.2)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC44 <= 0.4799442
PC45 > 0.3784327
PC62 > -1.244593
-> class 2\|1 [0.945]
Rule 43/200: (15.7, lift 9.2)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC10 > -0.8274558
PC19 > -0.3383842
PC21 > 0.3912949
PC26 > -0.3086236
-> class 2\|1 [0.944]
Rule 43/201: (63.7/3.5, lift 9.1)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC19 <= 0.7017543
PC21 > 0.01122028
PC28 > 0.1391531
-> class 2\|1 [0.932]
Rule 43/202: (12.8, lift 9.1)
PC1 > 9.529292
PC6 <= 1.075578
PC10 > -0.8274558
PC82 > 0.5142318
-> class 2\|1 [0.932]
Rule 43/203: (25.2/1.1, lift 9.0)
PC1 <= -0.436855
PC2 <= 2.69087
PC5 > -0.6553116
PC8 > -0.6680527
PC8 <= 1.706811
PC44 > 0.3509598
PC44 <= 0.4799442
PC62 > -1.244593
PC90 > -0.474449
PC93 > -0.2958874
-> class 2\|1 [0.921]
Rule 43/204: (90.4/6.6, lift 9.0)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= 0.1184081
PC5 > -0.6553116
PC8 > -0.6680527
PC8 <= 1.706811
PC12 > -2.959378
PC31 > -1.119067
PC45 <= -0.01416922
PC90 > -0.474449
PC93 > -0.2958874
-> class 2\|1 [0.918]
Rule 43/205: (9.5, lift 8.9)
PC1 <= -0.436855
PC8 > -0.6680527
PC19 <= -1.635959
PC41 > 1.617613
PC61 > -1.166911
PC88 > -0.2781975
-> class 2\|1 [0.913]
Rule 43/206: (18.4/0.8, lift 8.9)
PC1 <= -0.436855
PC2 <= -2.397938
PC5 > -0.6553116
PC8 > 0.09943713
PC8 <= 0.1542332
PC12 > -2.959378
PC21 > -1.980334
PC31 > -1.119067
PC90 > -0.474449
-> class 2\|1 [0.911]
Rule 43/207: (188.1/19.3, lift 8.7)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC19 <= 0.7017543
PC21 <= 2.08639
PC88 <= -0.2781975
-> class 2\|1 [0.893]
Rule 43/208: (211.8/23.1, lift 8.7)
PC1 <= -0.436855
PC8 > 1.706811
PC11 <= -0.6532851
PC21 > 0.01122028
-> class 2\|1 [0.887]
Rule 43/209: (19.9/1.8, lift 8.5)
PC6 > 1.075578
PC9 <= 0.3598154
PC10 > -0.8274558
PC43 > 2.271991
-> class 2\|1 [0.870]
Rule 43/210: (21.5/2.7, lift 8.2)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC9 <= 0.3598154
PC10 > -0.8274558
PC30 > 0.2893124
PC39 > 0.1621064
-> class 2\|1 [0.841]
Rule 43/211: (50.3/10, lift 7.7)
PC1 <= -0.436855
PC2 > -1.025067
PC2 <= 2.69087
PC4 <= 0.25686
PC8 > -0.6680527
PC8 <= 1.706811
PC34 > -0.3792612
-> class 2\|1 [0.790]
Rule 43/212: (120.2/24.6, lift 7.7)
PC1 <= -0.436855
PC6 > -3.408859
PC8 > 1.706811
PC46 > 1.406275
-> class 2\|1 [0.790]
Rule 43/213: (49.5/9.9, lift 7.7)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC9 <= 0.3598154
PC11 <= -0.1790256
PC16 > -0.394697
PC21 <= 1.570358
-> class 2\|1 [0.788]
Rule 43/214: (33.8/9.1, lift 7.0)
PC1 <= -0.436855
PC2 <= 2.69087
PC4 > 0.25686
PC8 > -0.6680527
-> class 2\|1 [0.717]
Rule 43/215: (25.7/7, lift 6.9)
PC2 <= 2.69087
PC8 > -3.293245
PC32 > 1.544652
PC94 <= -1.397323
-> class 2\|1 [0.712]
Rule 43/216: (145.5, lift 11.5)
PC1 <= -0.436855
PC8 > -2.384402
PC8 <= -0.6680527
PC15 > -0.9688668
PC16 <= 1.596346
PC25 > -0.1510537
PC48 <= -0.1743211
PC57 <= 0.2320181
PC64 > 0.05877632
-> class 2\|2 [0.993]
Rule 43/217: (175.8/0.4, lift 11.5)
PC1 <= -0.436855
PC8 > -3.293245
PC8 <= -0.6680527
PC22 <= -1.175935
PC26 > -2.14315
PC57 <= 0.2320181
PC64 > 0.05877632
PC78 > -0.3368083
-> class 2\|2 [0.992]
Rule 43/218: (122.8/0.1, lift 11.5)
PC2 > -8.796591
PC2 <= 2.69087
PC5 > 0.327785
PC6 <= -0.6241773
PC8 > -3.293245
PC8 <= -0.6680527
PC15 > -0.9688668
PC25 > -0.1510537
PC39 > -0.3126133
PC45 > -0.1562543
PC57 <= 0.2320181
PC64 > 0.05877632
-> class 2\|2 [0.991]
Rule 43/219: (88.3, lift 11.5)
PC1 <= -0.436855
PC2 <= -2.397938
PC4 > -0.4762218
PC8 > 0.1542332
PC8 <= 1.53143
PC29 <= 0.2544701
PC42 <= -0.3916885
PC44 <= 0.4799442
PC72 <= 0.5404838
PC80 > -0.9106748
PC87 > -0.5506828
PC88 > -0.2140597
-> class 2\|2 [0.989]
Rule 43/220: (72.4, lift 11.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC26 > -2.14315
PC35 <= -0.6171572
PC41 <= 11.08101
PC45 <= 0.4439914
PC57 <= 0.2320181
PC64 <= 0.05877632
PC73 > -1.342588
-> class 2\|2 [0.987]
Rule 43/221: (54.1, lift 11.4)
PC1 <= -0.436855
PC8 > -0.6680527
PC8 <= 1.706811
PC31 <= -1.119067
PC43 <= 0.2371628
PC45 <= 0.2259143
PC70 > -0.9037994
-> class 2\|2 [0.982]
Rule 43/222: (57.9/0.2, lift 11.4)
PC1 <= -0.436855
PC2 > -8.796591
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC19 > -2.848473
PC24 > 0.9222226
PC26 > -2.14315
PC57 <= 0.2320181
-> class 2\|2 [0.981]
Rule 43/223: (74.7/0.5, lift 11.4)
PC1 <= -0.436855
PC2 > -8.796591
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC26 > -2.14315
PC57 <= 0.2320181
PC84 <= -0.53539
-> class 2\|2 [0.980]
Rule 43/224: (41.6, lift 11.3)
PC1 <= -0.436855
PC8 <= -0.6680527
PC15 > -0.9688668
PC25 > -0.1510537
PC54 <= -0.6861314
PC57 <= 0.2320181
PC64 > 0.05877632
PC73 > -1.342588
-> class 2\|2 [0.977]
Rule 43/225: (109.1/1.9, lift 11.3)
PC2 <= -2.397938
PC4 > -0.4762218
PC8 > 0.09943713
PC8 <= 1.53143
PC21 > -1.286319
PC29 <= 0.2544701
PC35 > -0.7500281
PC44 <= 0.3509598
PC45 > -0.01416922
PC58 > -0.9523199
PC68 > -0.5776721
PC72 <= 0.5404838
PC80 > -0.9106748
PC87 > -0.5506828
PC88 > -0.2140597
PC100 <= 0.3669944
-> class 2\|2 [0.974]
Rule 43/226: (45.2/0.3, lift 11.3)
PC1 <= -0.436855
PC12 > -2.959378
PC21 <= -1.980334
PC44 <= 0.4090476
PC45 > -0.01416922
PC62 > -1.244593
PC78 > -0.2838189
PC88 > -0.2140597
-> class 2\|2 [0.973]
Rule 43/227: (33.2, lift 11.3)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC8 <= 1.706811
PC22 <= -0.7649181
PC44 > 0.4799442
PC59 > -0.02268939
-> class 2\|2 [0.972]
Rule 43/228: (29.5, lift 11.2)
PC8 > -3.293245
PC8 <= -0.6680527
PC41 <= -7.500299
-> class 2\|2 [0.968]
Rule 43/229: (105.1/2.6, lift 11.2)
PC1 <= -0.436855
PC2 <= -1.927486
PC5 <= -0.6553116
PC8 > -0.6680527
PC8 <= 1.706811
PC44 <= 0.4090476
PC80 > -0.9106748
-> class 2\|2 [0.966]
Rule 43/230: (25.7, lift 11.2)
PC2 <= -1.025067
PC8 <= 1.706811
PC9 > 3.300602
PC31 > -1.119067
PC44 <= 0.4799442
PC78 > -0.2838189
PC80 <= 1.31478
PC87 <= -0.5506828
PC100 > -1.118593
-> class 2\|2 [0.964]
Rule 43/231: (24, lift 11.2)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC19 > -2.848473
PC23 > 2.616331
PC26 > -2.14315
PC57 <= 0.2320181
-> class 2\|2 [0.962]
Rule 43/232: (49.8/1, lift 11.1)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC10 > -0.5372176
PC11 > -0.1790256
PC16 > -0.394697
PC21 <= 0.3912949
PC25 > -0.1371863
PC39 <= 0.1621064
-> class 2\|2 [0.961]
Rule 43/233: (22.3, lift 11.1)
PC1 <= -0.436855
PC2 <= 2.69087
PC3 <= -0.6198061
PC8 <= -0.6680527
PC12 <= -1.169619
PC73 <= -1.342588
-> class 2\|2 [0.959]
Rule 43/234: (136.6/5.2, lift 11.1)
PC2 <= -1.927486
PC4 > -0.4762218
PC4 <= 0.25686
PC8 > -0.6680527
PC8 <= 0.09943713
PC44 <= 0.3509598
PC45 > -0.01416922
PC58 > -0.9523199
PC70 > -0.9037994
PC78 > -0.2838189
PC87 > -0.5506828
PC93 > -0.2958874
PC100 > -1.118593
-> class 2\|2 [0.955]
Rule 43/235: (88.9/3.1, lift 11.1)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC8 <= 1.706811
PC12 <= -2.959378
PC44 <= 0.4799442
-> class 2\|2 [0.955]
Rule 43/236: (19, lift 11.0)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC26 > -2.14315
PC35 > -0.6171572
PC57 <= 0.2320181
PC62 > 1.348455
PC73 > -1.342588
-> class 2\|2 [0.952]
Rule 43/237: (93.1/4.4, lift 10.9)
PC1 <= -0.436855
PC6 <= -0.2201574
PC8 > -3.293245
PC8 <= -0.6680527
PC13 > -0.9764164
PC13 <= 0.1701992
PC28 > -0.02063061
PC42 <= 1.661112
PC45 <= 0.4439914
PC49 <= -0.06831899
PC54 <= 1.0651
PC57 > 0.2320181
-> class 2\|2 [0.944]
Rule 43/238: (19.2/0.2, lift 10.9)
PC1 <= -0.436855
PC2 <= 2.69087
PC6 > -0.2201574
PC8 > -3.293245
PC18 > 0.09145565
PC30 > 0.1400273
PC57 > 0.2320181
PC73 > -1.342588
PC85 <= -0.01480961
-> class 2\|2 [0.941]
Rule 43/239: (89.3/4.7, lift 10.9)
PC2 <= 2.69087
PC8 > -2.839187
PC8 <= -0.6680527
PC32 <= 1.544652
PC73 > -1.342588
PC94 <= -1.397323
-> class 2\|2 [0.937]
Rule 43/240: (112.2/6.3, lift 10.9)
PC1 <= -0.436855
PC2 <= -2.397938
PC8 > 0.1542332
PC8 <= 1.53143
PC21 > -1.286319
PC29 <= 0.2544701
PC35 > -0.7500281
PC44 <= 0.3509598
PC45 > -0.01416922
PC56 > 0.2526183
PC58 > -0.9523199
PC72 <= 0.5404838
PC87 > -0.5506828
PC100 <= 0.3669944
-> class 2\|2 [0.936]
Rule 43/241: (13.4, lift 10.8)
PC1 <= -0.436855
PC2 <= 2.69087
PC41 <= 11.08101
PC45 > -0.1562543
PC56 <= -0.8994956
PC57 <= 0.2320181
PC64 <= 0.05877632
-> class 2\|2 [0.935]
Rule 43/242: (213.3/15.4, lift 10.7)
PC1 <= -0.436855
PC2 > -8.796591
PC8 > -3.293245
PC8 <= -0.6680527
PC16 <= 1.596346
PC25 > -0.1645676
PC45 > -0.1562543
PC57 <= 0.2320181
PC60 <= -0.5467761
PC62 <= 1.348455
PC79 <= 0.4636682
-> class 2\|2 [0.924]
Rule 43/243: (11.2, lift 10.7)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC19 > -2.848473
PC24 <= 0.9222226
PC25 <= -0.1645676
PC26 > -2.14315
PC45 <= 0.4439914
PC57 <= 0.2320181
PC64 <= 0.05877632
PC73 > -1.342588
-> class 2\|2 [0.922]
Rule 43/244: (26.6/1.3, lift 10.7)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -0.6680527
PC8 <= 1.706811
PC44 <= 0.4090476
PC45 <= 0.3784327
PC58 > -0.9523199
PC76 <= -0.2802216
PC78 > -0.2838189
PC80 <= 1.31478
PC87 <= -0.5506828
-> class 2\|2 [0.919]
Rule 43/245: (99.1/7.2, lift 10.7)
PC1 <= -0.436855
PC2 <= -1.927486
PC4 > -0.4762218
PC8 > -0.6680527
PC8 <= 1.706811
PC44 <= 0.4090476
PC78 > -0.2838189
PC80 > -0.9106748
PC80 <= 1.31478
PC88 > -0.2140597
PC93 <= -0.2958874
-> class 2\|2 [0.919]
Rule 43/246: (9.4, lift 10.6)
PC1 <= -0.436855
PC4 > -0.1153735
PC8 > -3.293245
PC8 <= -0.6680527
PC18 <= 0.09145565
PC19 > 2.487402
-> class 2\|2 [0.912]
Rule 43/247: (9.2, lift 10.6)
PC1 <= -0.436855
PC2 <= 2.69087
PC23 > 3.106239
PC46 > 0.413817
-> class 2\|2 [0.911]
Rule 43/248: (10.1, lift 10.6)
PC1 <= -0.436855
PC6 > -3.408859
PC8 > 1.706811
PC50 <= -1.089255
-> class 2\|2 [0.910]
Rule 43/249: (8.5, lift 10.5)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC41 <= 11.08101
PC57 <= 0.2320181
PC64 <= 0.05877632
PC73 > -1.342588
PC79 > 0.4636682
PC99 > -1.635504
-> class 2\|2 [0.904]
Rule 43/250: (110.6/11.4, lift 10.3)
PC1 <= -0.436855
PC2 <= -1.025067
PC4 > -0.4762218
PC4 <= 0.25686
PC8 > -0.6680527
PC8 <= 1.706811
PC44 <= 0.4799442
PC58 > -0.9523199
PC78 > -0.2838189
PC90 <= -0.474449
PC100 > -1.118593
-> class 2\|2 [0.890]
Rule 43/251: (16.7/1.5, lift 10.0)
PC1 <= -0.436855
PC8 > -3.293245
PC8 <= -0.6680527
PC30 > -0.4768026
PC32 > 1.516528
PC45 <= 0.4439914
PC57 > 0.2320181
PC94 > -1.397323
-> class 2\|2 [0.866]
Rule 43/252: (24.4/4.4, lift 9.2)
PC1 <= -0.436855
PC3 > -0.6198061
PC8 <= -0.6680527
PC73 <= -1.342588
PC95 > -1.339172
-> class 2\|2 [0.796]
Rule 43/253: (75.9/16.1, lift 9.0)
PC1 <= -0.436855
PC3 <= 0.1184081
PC8 > -0.6680527
PC11 <= -2.551643
PC44 <= 0.4799442
-> class 2\|2 [0.780]
Rule 43/254: (13.8/2.5, lift 9.0)
PC1 <= -0.436855
PC8 > 1.706811
PC19 <= 0.7017543
PC21 <= 0.01122028
PC42 <= -0.8120781
-> class 2\|2 [0.776]
Rule 43/255: (30.4/10.4, lift 7.5)
PC8 > -3.293245
PC41 > 11.08101
-> class 2\|2 [0.648]
Rule 43/256: (106.8, lift 8.5)
PC1 <= -0.436855
PC8 <= -3.293245
PC11 > -4.669395
PC13 > 0.2665539
PC85 <= 0.4518699
-> class 2\|3 [0.991]
Rule 43/257: (303.2/3.7, lift 8.5)
PC6 > -0.2201574
PC8 > -3.293245
PC8 <= -0.6680527
PC10 > -0.2485289
PC11 > -4.669395
PC18 > 0.09145565
PC32 <= 1.516528
PC57 > 0.2320181
PC85 > -0.01480961
PC94 > -1.397323
-> class 2\|3 [0.985]
Rule 43/258: (98.5/1.4, lift 8.4)
PC2 <= 2.69087
PC8 <= -3.293245
PC45 > 0.1526884
PC85 <= 0.4518699
-> class 2\|3 [0.976]
Rule 43/259: (132.2/2.5, lift 8.4)
PC1 > -0.436855
PC9 <= -2.012331
PC10 <= -0.8274558
PC19 > -1.342918
PC36 > -4.764976
PC90 <= 0.3784266
-> class 2\|3 [0.974]
Rule 43/260: (148.8/2.9, lift 8.4)
PC1 <= -0.436855
PC8 <= -3.293245
PC23 <= 3.106239
PC46 > 0.413817
-> class 2\|3 [0.974]
Rule 43/261: (42.8/0.6, lift 8.3)
PC1 <= -0.436855
PC2 <= 2.69087
PC8 > -3.293245
PC8 <= -0.6680527
PC15 <= -0.9688668
PC22 > -1.175935
PC64 > 0.05877632
PC84 > -0.53539
-> class 2\|3 [0.965]
Rule 43/262: (21.3, lift 8.3)
PC1 > -0.436855
PC2 <= 2.69087
PC10 <= -0.8274558
PC84 > 0.6618369
-> class 2\|3 [0.957]
Rule 43/263: (63.8/4.6, lift 7.9)
PC1 <= -0.436855
PC8 <= -3.293245
PC25 <= 0.29941
PC81 <= -0.5664122
-> class 2\|3 [0.915]
Rule 43/264: (168.7/23.4, lift 7.4)
PC2 <= 2.69087
PC8 <= -3.293245
PC25 > 0.29941
-> class 2\|3 [0.857]
Rule 43/265: (29.7/7.1, lift 6.4)
PC2 <= 2.69087
PC8 <= 1.706811
PC44 > 0.4799442
PC67 <= -0.7714887
PC80 > -0.06574257
-> class 2\|3 [0.744]
Rule 43/266: (39.1/14.1, lift 5.5)
PC1 > -0.436855
PC1 <= 9.529292
PC2 <= 2.69087
PC6 <= 1.075578
PC10 > -0.8274558
PC16 > -0.394697
PC30 <= 0.2893124
PC39 > 0.1621064
-> class 2\|3 [0.634]
Rule 43/267: (172.1/74.4, lift 4.9)
PC1 > -0.436855
PC6 <= 1.075578
PC9 <= 0.3598154
PC15 <= -0.9117991
PC16 <= -0.394697
-> class 2\|3 [0.567]
Rule 43/268: (44/21.8, lift 4.4)
PC1 > -0.436855
PC6 > 1.075578
PC9 <= 0.3598154
PC10 > -0.2465936
PC18 > 0.2284176
-> class 2\|3 [0.505]
Rule 43/269: (7200.3/5103.4, lift 2.5)
PC1 <= -0.436855
PC2 <= 2.69087
-> class 2\|3 [0.291]
Rule 43/270: (166, lift 18.2)
PC1 <= -0.436855
PC11 <= -4.669395
-> class 2\|4 [0.994]
Rule 43/271: (202.1/2.3, lift 18.0)
PC1 <= -0.436855
PC8 <= -0.6680527
PC19 <= -2.848473
PC23 <= 1.245685
-> class 2\|4 [0.984]
Rule 43/272: (60.1/0.2, lift 17.9)
PC1 <= -0.436855
PC8 > -3.293245
PC8 <= -0.6680527
PC19 <= -2.848473
PC73 > 0.2862328
-> class 2\|4 [0.980]
Rule 43/273: (85.3/0.9, lift 17.9)
PC1 > -0.436855
PC9 <= -2.012331
PC19 > -1.342918
PC84 <= 0.6618369
PC85 > 0.4297078
PC90 > 0.3784266
-> class 2\|4 [0.978]
Rule 43/274: (312.4/7.2, lift 17.8)
PC1 <= -0.436855
PC8 <= -3.293245
PC20 <= 0.5943155
PC25 <= 0.29941
PC46 <= 0.413817
PC73 > -1.342588
PC76 > -1.200055
PC81 > -0.5664122
PC85 > 0.4518699
-> class 2\|4 [0.974]
Rule 43/275: (30.3, lift 17.7)
PC8 <= -3.293245
PC46 <= 0.413817
PC55 > 3.733466
-> class 2\|4 [0.969]
Rule 43/276: (29, lift 17.7)
PC1 > -0.436855
PC6 > 1.075578
PC10 <= -0.2465936
PC12 <= 0.1182161
PC18 > 0.2284176
-> class 2\|4 [0.968]
Rule 43/277: (69.4/1.6, lift 17.6)
PC1 <= -0.436855
PC8 > -3.293245
PC8 <= -0.6680527
PC19 <= -2.848473
PC60 > -0.2318248
PC96 > 0.03813855
-> class 2\|4 [0.964]
Rule 43/278: (248/15.4, lift 17.1)
PC2 <= 2.69087
PC8 <= -3.324989
PC13 <= 0.2665539
PC22 > -1.943637
PC36 <= 0.2757236
PC45 <= 0.1526884
PC46 <= 0.413817
PC55 <= -0.04459572
PC73 > -0.007458809
PC89 <= 0.8710656
PC96 <= 0.3129266
-> class 2\|4 [0.935]
Rule 43/279: (81.8/6.5, lift 16.7)
PC1 <= -0.436855
PC8 <= -3.293245
PC19 <= 0.8002632
PC22 > -1.943637
PC36 <= 0.2757236
PC38 <= -0.1622399
PC45 <= 0.1526884
PC53 <= 1.251778
PC55 > -0.04459572
PC72 <= 0.8742466
PC73 > -0.007458809
PC89 <= 0.8710656
PC96 <= 0.3129266
-> class 2\|4 [0.911]
Rule 43/280: (34.3/2.7, lift 16.4)
PC1 <= -0.436855
PC2 <= 2.69087
PC4 <= -0.1153735
PC6 > -0.2201574
PC8 > -3.293245
PC18 <= 0.09145565
PC57 > 0.2320181
-> class 2\|4 [0.898]
Rule 43/281: (5.8, lift 16.0)
PC1 > -0.436855
PC2 <= 2.69087
PC36 <= -4.764976
-> class 2\|4 [0.872]
Rule 43/282: (5.7, lift 15.9)
PC1 <= -0.436855
PC2 <= 2.69087
PC6 <= -0.2201574
PC8 > -3.293245
PC8 <= -0.6680527
PC29 > 0.3387158
PC41 > -7.500299
PC73 > -1.342588
-> class 2\|4 [0.869]
Rule 43/283: (218.4/57.8, lift 13.4)
PC8 <= -3.376679
PC10 <= -0.9073904
PC43 > -0.1133181
PC46 <= 0.413817
-> class 2\|4 [0.733]
Default class: 2\|3
----- Trial 44: -----
Rules:
Rule 44/1: (141.5/0.3, lift 15.7)
PC2 <= 6.659554
PC12 <= -0.5622072
PC13 > -2.659486
PC18 > 2.052136
PC29 > -1.342226
PC43 <= 0.9013982
PC72 <= 0.3479899
-> class 0\|0 [0.991]
Rule 44/2: (197.9/0.8, lift 15.7)
PC2 <= 6.659554
PC13 > -2.659486
PC13 <= 8.296689
PC17 > 0.295374
PC18 > 2.052136
PC19 > -0.2703847
PC25 <= 1.063675
PC28 <= 2.985367
PC29 > -1.342226
PC43 <= 0.9013982
PC47 <= 0.670591
PC72 <= 0.3479899
PC86 > 0.2565213
PC87 <= 0.2748099
PC97 <= 0.3471597
-> class 0\|0 [0.991]
Rule 44/3: (60, lift 15.6)
PC2 <= 6.659554
PC13 > -2.659486
PC18 > 2.81477
PC25 <= 1.063675
PC72 > 0.3479899
PC97 <= 0.3471597
-> class 0\|0 [0.984]
Rule 44/4: (126.8/2.1, lift 15.4)
PC13 <= 8.296689
PC18 > 2.052136
PC20 > -4.546392
PC25 <= 1.063675
PC28 <= 2.985367
PC50 <= -0.5168439
PC74 > -1.851438
-> class 0\|0 [0.976]
Rule 44/5: (83.4/1.4, lift 15.4)
PC7 <= 0.6390125
PC10 <= -2.485566
PC14 > 0.5727633
PC18 <= 2.052136
PC24 > 0.09917192
PC26 <= 0.4644095
PC42 > 0.17778
PC63 <= 0.877684
-> class 0\|0 [0.971]
Rule 44/6: (23.3, lift 15.2)
PC2 <= 6.659554
PC18 > 2.052136
PC32 > 0.5663381
PC74 > -1.851438
PC87 > 0.2748099
-> class 0\|0 [0.960]
Rule 44/7: (21.6, lift 15.2)
PC2 <= 6.659554
PC13 <= 8.296689
PC18 > 2.052136
PC19 <= 0.008498676
PC25 <= 1.063675
PC37 > 0.8798417
PC74 > -1.851438
PC87 <= 0.2748099
PC97 > 0.3471597
-> class 0\|0 [0.958]
Rule 44/8: (20.8, lift 15.1)
PC2 > 2.5099
PC3 > -1.015498
PC18 > 2.052136
PC37 <= 0.8798417
PC87 <= 0.2748099
PC97 > 0.3471597
-> class 0\|0 [0.956]
Rule 44/9: (23.3/0.7, lift 14.8)
PC18 > 2.052136
PC20 > -4.546392
PC81 <= 1.889598
PC87 > 0.2748099
PC91 <= 3.159646
PC100 <= -0.6412891
-> class 0\|0 [0.935]
Rule 44/10: (248.5/15.8, lift 14.8)
PC13 <= 8.296689
PC18 > 2.052136
PC19 <= 0.008498676
PC24 <= -2.605266
PC52 > -2.365682
PC74 > -1.851438
PC81 <= 1.889598
PC91 <= 3.159646
-> class 0\|0 [0.933]
Rule 44/11: (392.7/25.8, lift 14.8)
PC2 <= 6.659554
PC11 <= 0.04439628
PC13 <= 2.968269
PC17 > 0.295374
PC18 > 2.052136
PC29 > -0.895974
PC30 > -3.190067
PC43 <= 0.9013982
PC47 <= 0.670591
PC55 > -0.4747343
PC72 <= 0.3479899
PC87 <= 0.2748099
PC97 <= 0.3471597
-> class 0\|0 [0.932]
Rule 44/12: (9.7, lift 14.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.443306
PC9 > -0.5763125
PC14 <= 0.5727633
PC18 > -0.4683644
PC40 > -2.091298
-> class 0\|0 [0.914]
Rule 44/13: (48/3.6, lift 14.4)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.5763125
PC14 <= 0.5727633
PC18 > -0.4683644
PC39 > 2.312526
PC76 > -1.71424
-> class 0\|0 [0.909]
Rule 44/14: (57.2/6.6, lift 13.8)
PC2 <= 6.659554
PC18 > 2.052136
PC29 <= -1.342226
PC55 > -0.4747343
PC66 <= -0.02252317
-> class 0\|0 [0.872]
Rule 44/15: (4.5/0.2, lift 13.0)
PC13 > 8.296689
PC20 > -4.546392
PC31 > 0.1783828
PC46 <= 0.3408822
PC66 <= 0.444275
-> class 0\|0 [0.819]
Rule 44/16: (9.8/1.5, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > 0.5727633
PC18 > -0.4683644
PC18 <= 2.052136
PC26 <= 0.4644095
PC42 <= 0.17778
PC76 <= -0.28533
-> class 0\|0 [0.787]
Rule 44/17: (20/5.9, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > -0.5763125
PC14 <= 0.5727633
PC18 > -0.4683644
PC40 > -2.091298
PC76 <= -1.71424
-> class 0\|0 [0.687]
Rule 44/18: (61.8, lift 12.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC46 <= -1.653768
PC53 <= 0.0601678
-> class 0\|1 [0.984]
Rule 44/19: (41.9/0.4, lift 12.6)
PC3 <= 1.640775
PC15 > -0.04019417
PC18 <= -0.4683644
PC57 > 0.2684259
PC77 > 1.167778
-> class 0\|1 [0.968]
Rule 44/20: (75.7/2.5, lift 12.5)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC15 > -0.1293279
PC18 > -1.148188
PC18 <= -0.4683644
PC28 <= -0.05898223
-> class 0\|1 [0.955]
Rule 44/21: (14.7, lift 12.3)
PC2 > 2.5099
PC18 > -0.4683644
PC86 > 0.2531536
PC86 <= 0.2565213
-> class 0\|1 [0.940]
Rule 44/22: (28.8/0.9, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -1.148188
PC18 <= -0.4683644
-> class 0\|1 [0.939]
Rule 44/23: (3276.1/1947.6, lift 5.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
-> class 0\|1 [0.406]
Rule 44/24: (91.2, lift 11.1)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC40 <= -2.091298
PC43 > -0.1693497
PC59 > -0.2472059
PC67 <= 0.7323884
-> class 0\|2 [0.989]
Rule 44/25: (76.4, lift 11.0)
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC45 <= -0.3615161
PC47 <= 4.410915
-> class 0\|2 [0.987]
Rule 44/26: (69.7, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= -0.5763125
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC30 <= 5.609498
PC32 <= 1.02988
PC86 <= 4.257531
-> class 0\|2 [0.986]
Rule 44/27: (120/0.7, lift 11.0)
PC2 > 2.5099
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC31 <= 0.04042177
PC47 <= 4.410915
-> class 0\|2 [0.986]
Rule 44/28: (55.5, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1084647
PC18 > -1.91947
PC18 <= -1.148188
PC38 <= 1.097856
PC41 > 0.0949695
PC44 <= 0.4864983
PC54 <= 2.459018
PC89 <= 1.186144
-> class 0\|2 [0.983]
Rule 44/29: (88.2/0.6, lift 11.0)
PC4 <= -7.097243
PC18 > -1.91947
PC18 <= -0.4683644
PC43 > -1.939943
-> class 0\|2 [0.982]
Rule 44/30: (54.2, lift 11.0)
PC2 > 2.5099
PC18 > -0.4683644
PC20 > -4.546392
PC30 <= -3.190067
PC47 <= 4.410915
-> class 0\|2 [0.982]
Rule 44/31: (95.3/0.7, lift 11.0)
PC2 > 2.5099
PC7 <= -0.3715344
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC47 <= 4.410915
-> class 0\|2 [0.982]
Rule 44/32: (48.2, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC14 <= 0.5727633
PC18 > -0.4683644
PC32 <= 0.2246509
PC40 > -2.091298
PC43 > 0.3698484
PC69 > 0.5505575
-> class 0\|2 [0.980]
Rule 44/33: (44.6, lift 10.9)
PC4 <= -8.261679
PC18 <= -0.4683644
PC43 > -1.939943
-> class 0\|2 [0.979]
Rule 44/34: (110.4/1.4, lift 10.9)
PC3 <= 1.640775
PC16 > 0.3901089
PC18 > -1.91947
PC18 <= -1.148188
PC43 > -1.939943
PC44 > 0.4864983
PC49 <= 1.369873
PC79 <= 1.457639
PC81 <= 0.1909863
-> class 0\|2 [0.979]
Rule 44/35: (46.2, lift 10.9)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC8 <= 0.1548424
PC18 > -1.148188
PC18 <= -0.4683644
PC26 > -0.4127145
PC28 > -0.05898223
-> class 0\|2 [0.979]
Rule 44/36: (46.7, lift 10.9)
PC13 > 8.296689
PC18 > 2.052136
PC66 > 0.444275
-> class 0\|2 [0.979]
Rule 44/37: (42.4, lift 10.9)
PC2 > 2.5099
PC7 > 0.2251046
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
-> class 0\|2 [0.977]
Rule 44/38: (62.9/0.7, lift 10.9)
PC3 <= 1.640775
PC13 <= 3.517691
PC18 <= -1.91947
PC37 <= -0.8882177
PC40 > -2.911253
PC43 > -1.939943
PC49 <= 1.369873
PC54 <= 2.459018
PC82 > -3.876649
PC85 <= 1.50973
PC92 <= 1.240733
-> class 0\|2 [0.974]
Rule 44/39: (60/0.7, lift 10.9)
PC4 <= -7.01188
PC18 <= -0.4683644
PC72 > -0.6186664
PC87 > 0.1086059
-> class 0\|2 [0.972]
Rule 44/40: (32.7, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.91947
PC18 <= -1.148188
PC38 <= 1.097856
PC40 > -2.911253
PC46 > -1.653768
PC54 <= 2.459018
PC61 > 0.4093129
PC89 <= 1.186144
-> class 0\|2 [0.971]
Rule 44/41: (37/0.1, lift 10.8)
PC18 > -1.91947
PC18 <= -1.148188
PC49 <= 1.369873
PC79 > 1.457639
PC85 <= 1.50973
-> class 0\|2 [0.971]
Rule 44/42: (31.4/0.1, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= -0.2090016
PC14 > 0.5727633
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
-> class 0\|2 [0.967]
Rule 44/43: (26.3, lift 10.8)
PC4 <= -7.01188
PC18 <= -1.148188
PC61 <= -0.322345
PC77 <= 1.167778
PC100 > -1.924866
-> class 0\|2 [0.965]
Rule 44/44: (43.6/0.6, lift 10.8)
PC2 > 2.5099
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC32 <= 0.2246509
PC39 <= 2.312526
PC86 <= 4.257531
PC93 <= -1.242089
-> class 0\|2 [0.964]
Rule 44/45: (24.9, lift 10.8)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC15 <= -0.1293279
PC18 > -1.148188
PC18 <= -0.4683644
PC26 > -0.4127145
-> class 0\|2 [0.963]
Rule 44/46: (23.8, lift 10.7)
PC2 > 2.5099
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 0.1517829
PC32 <= 0.2246509
PC39 > 0.6509454
PC39 <= 2.312526
-> class 0\|2 [0.961]
Rule 44/47: (40.5/0.8, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC26 > 1.455002
PC40 > -2.911253
PC54 <= 2.459018
PC85 <= 1.50973
PC100 > -1.924866
-> class 0\|2 [0.957]
Rule 44/48: (23.8/0.1, lift 10.7)
PC7 > -0.1430541
PC19 <= -0.3036996
PC20 <= -4.546392
PC47 <= 4.410915
-> class 0\|2 [0.957]
Rule 44/49: (68.2/2.2, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.148188
PC28 <= 0.4372537
PC40 > -2.911253
PC43 > -1.939943
PC49 > 0.982691
PC49 <= 1.369873
PC53 > -0.196674
PC82 > -3.876649
PC85 <= 1.50973
-> class 0\|2 [0.955]
Rule 44/50: (51.4/1.5, lift 10.7)
PC3 <= 1.640775
PC9 > 0.498276
PC18 <= -1.91947
PC19 > -0.4895512
PC39 > -0.8660419
PC49 <= 1.369873
PC85 <= 1.50973
PC96 > -0.1761198
-> class 0\|2 [0.954]
Rule 44/51: (20.6, lift 10.6)
PC18 <= -1.91947
PC38 <= 1.431272
PC49 <= 0.982691
PC54 > 1.583916
PC54 <= 2.459018
PC82 > -3.876649
-> class 0\|2 [0.953]
Rule 44/52: (19.1, lift 10.6)
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.052136
PC26 <= -0.7422134
-> class 0\|2 [0.953]
Rule 44/53: (24.6/0.4, lift 10.6)
PC2 > 2.5099
PC18 <= -1.148188
PC19 > -0.4895512
PC41 > 0.5409865
PC46 > -1.653768
-> class 0\|2 [0.947]
Rule 44/54: (137.2/6.5, lift 10.6)
PC3 <= 1.640775
PC6 <= 0.1084647
PC18 > -1.91947
PC18 <= -1.148188
PC23 > -1.979556
PC34 > -1.080727
PC38 <= 1.097856
PC43 > -1.939943
PC47 <= 1.604923
PC54 <= 2.459018
PC63 <= 0.6965395
PC85 <= 1.50973
PC89 <= 1.186144
-> class 0\|2 [0.946]
Rule 44/55: (29.6/0.7, lift 10.6)
PC13 > 8.296689
PC18 > 2.052136
PC20 > -4.546392
PC31 <= 0.1783828
PC40 <= -0.9677063
-> class 0\|2 [0.946]
Rule 44/56: (16.6/0.1, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.443306
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 0.1517829
PC20 > -4.546392
PC32 <= 0.2246509
PC40 > -2.091298
PC99 > 0.672727
-> class 0\|2 [0.939]
Rule 44/57: (20.7/0.5, lift 10.4)
PC4 <= -7.01188
PC6 > -0.4697464
PC18 <= -0.4683644
PC51 <= 0.739613
-> class 0\|2 [0.935]
Rule 44/58: (67.5/3.8, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 2.052136
PC20 > -4.546392
PC59 <= -1.353035
PC86 <= 4.257531
-> class 0\|2 [0.930]
Rule 44/59: (61.6/3.7, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC26 <= 1.455002
PC40 > -2.911253
PC49 <= 1.369873
PC64 <= -0.4628634
PC73 > 0.06879145
PC74 > -1.009815
PC77 <= 1.167778
PC85 <= 1.50973
PC98 > 0.6952597
-> class 0\|2 [0.926]
Rule 44/60: (65.5/4, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 0.1517829
PC20 > -4.546392
PC32 <= 0.2246509
PC39 <= 2.312526
PC40 > -2.091298
PC60 > -0.3023181
-> class 0\|2 [0.926]
Rule 44/61: (28.8/1.4, lift 10.3)
PC2 > 2.5099
PC2 <= 3.449985
PC3 <= 1.640775
PC9 <= 0.498276
PC46 > -1.653768
PC64 <= -0.4628634
-> class 0\|2 [0.923]
Rule 44/62: (97.5/7.2, lift 10.2)
PC3 <= 1.640775
PC18 <= -1.148188
PC19 > -0.4895512
PC32 <= -1.356598
PC39 > -0.8660419
PC40 > -2.911253
PC54 <= 2.459018
-> class 0\|2 [0.917]
Rule 44/63: (9.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.3006447
PC72 > -0.6186664
PC77 <= 1.167778
-> class 0\|2 [0.916]
Rule 44/64: (10/0.1, lift 10.1)
PC7 > -0.1430541
PC16 <= -1.323497
PC20 <= -4.546392
-> class 0\|2 [0.908]
Rule 44/65: (40.5/3.1, lift 10.1)
PC18 <= -1.91947
PC39 > -0.8660419
PC54 <= 2.459018
PC72 > -0.6186664
PC74 > -1.009815
PC77 <= 1.167778
PC85 <= 1.50973
PC95 > 0.7875326
PC100 > -1.924866
-> class 0\|2 [0.904]
Rule 44/66: (8.1, lift 10.1)
PC3 <= 1.640775
PC18 <= -0.4683644
PC85 > 1.50973
PC92 > 3.484074
-> class 0\|2 [0.901]
Rule 44/67: (7.9, lift 10.0)
PC3 <= 1.640775
PC18 <= -1.91947
PC39 > -0.8660419
PC49 <= 1.369873
PC57 <= 1.933027
PC77 <= 1.167778
PC96 > 2.094671
PC100 > -1.924866
-> class 0\|2 [0.899]
Rule 44/68: (7.3, lift 10.0)
PC13 > 8.296689
PC20 <= -4.036534
PC46 <= 0.3408822
PC66 <= 0.444275
-> class 0\|2 [0.892]
Rule 44/69: (213.2/22.8, lift 9.9)
PC2 > 2.5099
PC3 <= -1.953879
PC8 <= 0.1548424
PC15 > -1.164616
PC18 > -1.148188
PC18 <= -0.4683644
PC22 > -2.19093
PC28 <= 3.778366
PC30 <= 2.404716
PC46 > -1.653768
PC47 <= 2.80289
PC87 <= 1.629672
-> class 0\|2 [0.890]
Rule 44/70: (6.4, lift 9.8)
PC3 > -1.836902
PC4 <= -7.01188
PC18 <= -0.4683644
-> class 0\|2 [0.881]
Rule 44/71: (57.6/7.1, lift 9.7)
PC18 <= -1.148188
PC37 > -0.8882177
PC39 > -0.8660419
PC51 <= 0.739613
PC57 > 1.342877
PC72 > -0.6186664
PC74 > -1.009815
PC85 <= 1.50973
-> class 0\|2 [0.864]
Rule 44/72: (27.9/3.3, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5727633
PC18 > -0.4683644
PC18 <= 0.1517829
PC27 <= -0.0676927
PC32 <= 0.2246509
-> class 0\|2 [0.857]
Rule 44/73: (17.9/2, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > 0.63545
PC18 <= -1.91947
PC77 <= 1.167778
PC95 <= 0.7875326
-> class 0\|2 [0.848]
Rule 44/74: (67.6/10.5, lift 9.3)
PC18 > 2.052136
PC28 > 2.985367
PC47 <= 4.410915
-> class 0\|2 [0.834]
Rule 44/75: (116.7/20.6, lift 9.1)
PC2 > 2.5099
PC18 <= -1.148188
PC38 <= 1.431272
PC39 > -0.8660419
PC40 > -2.911253
PC43 > -1.939943
PC49 <= 1.369873
PC51 > 0.739613
PC54 <= 2.459018
PC57 <= 1.933027
PC72 > -0.6186664
PC74 > -1.009815
-> class 0\|2 [0.818]
Rule 44/76: (36.8/6.5, lift 9.0)
PC2 > 2.5099
PC18 <= -0.4683644
PC26 <= 1.455002
PC38 > 1.431272
PC39 > -0.8660419
PC43 > -1.939943
PC77 <= 1.167778
-> class 0\|2 [0.807]
Rule 44/77: (83.7/19, lift 8.6)
PC3 <= 1.640775
PC18 <= -1.148188
PC19 > -0.4895512
PC39 > -0.8660419
PC40 > -2.911253
PC49 <= 0.982691
PC57 <= 1.933027
PC74 <= -1.009815
PC77 <= 1.167778
PC85 <= 1.50973
PC100 > -1.924866
-> class 0\|2 [0.767]
Rule 44/78: (107.2/25.7, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC34 > -3.30041
PC39 > -0.8660419
PC43 > -1.939943
PC49 <= 0.982691
PC54 <= 2.459018
PC57 <= 1.933027
PC72 > -0.6186664
PC74 > -1.009815
PC80 > 0.5284391
PC85 <= 1.50973
PC100 > -1.924866
-> class 0\|2 [0.755]
Rule 44/79: (47/11, lift 8.4)
PC18 <= -1.148188
PC19 > -0.4895512
PC37 > -0.8882177
PC46 > -1.653768
PC49 <= 0.982691
PC54 <= 2.459018
PC57 > 1.933027
PC85 <= 1.50973
-> class 0\|2 [0.755]
Rule 44/80: (15/4, lift 7.9)
PC2 > 2.5099
PC14 <= 0.5727633
PC18 <= 2.052136
PC32 <= 0.2246509
PC34 > 1.012019
PC39 <= 2.312526
PC69 > 0.5505575
-> class 0\|2 [0.707]
Rule 44/81: (29.7/9.9, lift 7.3)
PC2 > 2.5099
PC15 > -0.04019417
PC18 <= -0.4683644
PC57 <= 0.2684259
PC77 > 1.167778
-> class 0\|2 [0.656]
Rule 44/82: (85.3, lift 11.5)
PC2 > 2.5099
PC16 > -1.323497
PC18 > -0.4683644
PC19 > -0.3036996
PC20 <= -4.546392
-> class 0\|3 [0.989]
Rule 44/83: (95.2/0.4, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.91947
PC26 <= 1.455002
PC34 > -3.30041
PC37 > -0.8882177
PC43 > -1.939943
PC49 <= 0.982691
PC54 <= 1.583916
PC72 <= -0.6186664
PC82 > -3.876649
-> class 0\|3 [0.986]
Rule 44/84: (54.9, lift 11.4)
PC2 > 2.5099
PC18 > -1.91947
PC18 <= -0.4683644
PC38 > 1.097856
PC44 <= 0.4864983
-> class 0\|3 [0.982]
Rule 44/85: (48.2, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC47 > 4.410915
-> class 0\|3 [0.980]
Rule 44/86: (77.6/1.2, lift 11.3)
PC4 > -7.097243
PC18 > -1.91947
PC18 <= -1.148188
PC26 <= 1.455002
PC34 > -3.30041
PC34 <= -1.080727
PC35 <= 0.3210755
PC41 <= 0.08692545
PC44 <= 0.4864983
PC61 <= 0.4093129
PC79 <= 1.457639
-> class 0\|3 [0.972]
Rule 44/87: (138.2/3.2, lift 11.3)
PC2 > 2.5099
PC7 <= 0.2251046
PC13 > 1.698335
PC18 <= 2.052136
PC26 > -0.7422134
PC31 > 0.04042177
PC45 > -0.3615161
-> class 0\|3 [0.970]
Rule 44/88: (26.4/0.1, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC18 <= 2.052136
PC30 > -3.190067
PC40 <= -2.091298
PC59 <= -0.2472059
PC67 <= 0.7323884
-> class 0\|3 [0.960]
Rule 44/89: (58.4/2, lift 11.0)
PC13 > 8.296689
PC18 > -0.4683644
PC20 > -4.546392
PC46 > 0.3408822
PC66 <= 0.444275
-> class 0\|3 [0.950]
Rule 44/90: (71.9/4, lift 10.8)
PC13 > 3.517691
PC18 <= -1.91947
PC46 > -1.653768
-> class 0\|3 [0.932]
Rule 44/91: (15.9/2.8, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.052136
PC67 > 0.7323884
-> class 0\|3 [0.787]
Rule 44/92: (48.7/10.3, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.698335
PC30 > -3.190067
PC86 > 4.257531
-> class 0\|3 [0.776]
Rule 44/93: (2848.1/1384.9, lift 6.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
-> class 0\|3 [0.514]
Rule 44/94: (213.2/2.2, lift 18.1)
PC1 > -0.1923436
PC3 <= 0.6834592
PC8 > 0.4530201
PC10 <= 1.034898
PC19 > -0.5922827
PC21 <= 0.9193565
PC50 > -0.2382705
PC67 <= 0.3198653
PC75 <= 0.7123611
PC83 > -0.4119613
-> class 1\|0 [0.985]
Rule 44/95: (56.2/0.3, lift 18.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC47 > 1.225104
PC85 <= 0.2269193
-> class 1\|0 [0.978]
Rule 44/96: (113/1.6, lift 18.0)
PC2 <= 2.5099
PC3 > 0.7181107
PC10 > 0.5802347
PC19 > 2.408369
-> class 1\|0 [0.977]
Rule 44/97: (91/1.6, lift 17.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC50 > 0.1944076
PC85 <= 0.2269193
PC99 <= -0.2468884
-> class 1\|0 [0.972]
Rule 44/98: (23.3, lift 17.7)
PC3 > 1.640775
PC15 > 0.1445608
PC25 > -0.02772866
PC26 <= 0.07205261
PC37 > 0.3744862
PC50 > 0.01891323
PC66 > -0.4988811
-> class 1\|0 [0.960]
Rule 44/99: (510.1/21.5, lift 17.6)
PC1 > -0.1923436
PC3 <= 0.6834592
PC6 <= 5.1094
PC8 > -1.29224
PC10 <= 1.034898
PC11 <= 1.360383
PC19 > -0.5922827
PC21 <= 0.9193565
PC50 > -0.2382705
PC67 <= 0.3198653
PC75 <= 0.7123611
PC83 > -0.4119613
-> class 1\|0 [0.956]
Rule 44/100: (21.7, lift 17.6)
PC3 > 1.640775
PC16 <= -0.8879908
PC26 <= 0.07205261
PC50 > 0.01891323
PC65 > 0.001818863
PC85 > -0.08290759
PC85 <= 0.2269193
PC99 > -0.2468884
-> class 1\|0 [0.956]
Rule 44/101: (20.4, lift 17.6)
PC3 > 1.640775
PC10 <= 0.01598326
PC15 > 0.1445608
PC25 > -0.02772866
PC26 <= 0.07205261
PC100 <= 0.09832943
-> class 1\|0 [0.955]
Rule 44/102: (50.1/1.7, lift 17.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC25 > -0.02772866
PC26 <= 0.07205261
PC66 > -0.4988811
PC74 <= 0.2981315
PC99 > -0.2468884
PC100 > 0.09832943
-> class 1\|0 [0.949]
Rule 44/103: (29.7/0.7, lift 17.4)
PC1 > -0.1923436
PC3 <= 0.7181107
PC10 <= 1.034898
PC11 <= 1.360383
PC29 > 0.2043393
PC50 > -0.3291743
PC50 <= -0.2382705
-> class 1\|0 [0.947]
Rule 44/104: (16.4, lift 17.4)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC39 > 0.6040915
PC85 <= 0.2269193
-> class 1\|0 [0.946]
Rule 44/105: (103.6/6.5, lift 17.1)
PC1 > -0.1923436
PC8 > -1.29224
PC16 <= -0.8325126
PC19 <= 2.408369
PC21 <= 0.9193565
PC80 <= -0.7609716
-> class 1\|0 [0.929]
Rule 44/106: (11.7, lift 17.1)
PC1 > -0.1923436
PC7 > -1.31707
PC9 > 0.255966
PC21 > 0.9193565
-> class 1\|0 [0.927]
Rule 44/107: (149.7/11.5, lift 16.9)
PC2 > 2.5099
PC3 > 1.640775
PC7 <= 10.71877
PC25 > -0.02772866
PC26 <= 0.07205261
PC50 > 0.01891323
PC65 > 0.001818863
PC66 > -0.4988811
PC85 <= -0.1938126
-> class 1\|0 [0.918]
Rule 44/108: (131.7/30.2, lift 14.1)
PC1 > -0.1923436
PC8 > -1.29224
PC16 <= -0.8325126
PC17 > 0.4123633
PC51 <= 0.3597144
PC92 <= 0.362131
-> class 1\|0 [0.767]
Rule 44/109: (118.1, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC74 > 0.2981315
PC99 > -0.2468884
-> class 1\|1 [0.991]
Rule 44/110: (111.5/0.4, lift 15.1)
PC1 > -0.1923436
PC6 > 5.1094
PC8 <= 0.4530201
PC19 > -0.5922827
-> class 1\|1 [0.988]
Rule 44/111: (62.1, lift 15.0)
PC1 > -0.1923436
PC3 <= 0.7181107
PC10 > 1.034898
PC19 > -0.5922827
-> class 1\|1 [0.984]
Rule 44/112: (280.2/5.3, lift 14.9)
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC16 <= -0.8325126
PC17 <= 0.4123633
PC21 <= 0.9193565
PC33 <= 0.4198613
PC51 <= 0.3597144
PC80 > -0.7609716
PC92 <= 0.362131
-> class 1\|1 [0.978]
Rule 44/113: (46, lift 14.9)
PC3 > 0.7181107
PC14 <= -1.925549
PC19 <= 2.408369
-> class 1\|1 [0.978]
Rule 44/114: (34.1/0.2, lift 14.7)
PC1 > -0.1923436
PC3 <= 0.7181107
PC11 <= 1.360383
PC21 <= 0.9193565
PC29 <= 0.2043393
PC50 > -0.3291743
PC50 <= -0.2382705
PC75 <= 0.7123611
-> class 1\|1 [0.966]
Rule 44/115: (42.4/0.6, lift 14.7)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC11 <= 1.360383
PC21 <= 0.9193565
PC24 <= 0.1525125
PC50 <= -0.3291743
PC75 <= 0.7123611
-> class 1\|1 [0.964]
Rule 44/116: (39.5/1.1, lift 14.5)
PC1 <= 0.6041246
PC2 <= 2.5099
PC3 > 0.7181107
PC16 > -0.8325126
PC16 <= 0.3594292
-> class 1\|1 [0.950]
Rule 44/117: (52.3/2.3, lift 14.3)
PC1 > 9.01109
PC8 <= -1.29224
PC11 > -0.9086791
PC11 <= 5.630533
-> class 1\|1 [0.939]
Rule 44/118: (118/8.4, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC22 > -2.091307
PC63 > -1.577697
PC64 > -1.090641
PC65 <= 0.3792052
PC83 > -0.5257682
PC100 <= 0.6204069
-> class 1\|1 [0.921]
Rule 44/119: (51.4/3.8, lift 13.9)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC19 > -0.5922827
PC50 > -0.3291743
PC67 > 0.3198653
-> class 1\|1 [0.910]
Rule 44/120: (27.7/2.7, lift 13.4)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC11 <= 1.360383
PC19 <= -0.5922827
PC21 <= 0.9193565
PC75 <= 0.7123611
-> class 1\|1 [0.874]
Rule 44/121: (5.9, lift 13.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1445608
PC16 <= 0.2203798
-> class 1\|1 [0.873]
Rule 44/122: (22.5/2.2, lift 13.3)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC11 > 1.360383
PC21 <= 0.9193565
PC42 <= 0.194362
PC75 <= 0.7123611
PC94 <= 0.7561185
-> class 1\|1 [0.869]
Rule 44/123: (45.2/8.8, lift 12.1)
PC1 <= -0.1923436
PC2 > -7.893059e-005
PC2 <= 2.5099
PC28 > -0.003268464
-> class 1\|1 [0.793]
Rule 44/124: (34.2/6.9, lift 11.9)
PC2 <= 2.5099
PC3 > 0.6834592
PC3 <= 0.7181107
PC8 > -1.29224
PC11 <= 1.360383
PC75 <= 0.7123611
-> class 1\|1 [0.781]
Rule 44/125: (19.8/4.6, lift 11.4)
PC1 > -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC11 <= 1.360383
PC21 <= 0.9193565
PC50 > -0.2382705
PC67 <= 0.3198653
PC75 <= 0.7123611
PC83 <= -0.4119613
-> class 1\|1 [0.745]
Rule 44/126: (1082.4/382.7, lift 9.9)
PC3 > 1.640775
PC15 > 0.1445608
PC16 <= -0.8879908
-> class 1\|1 [0.646]
Rule 44/127: (131.8/0.7, lift 16.4)
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC11 > -1.594386
PC53 > -0.6122875
PC55 > 0.3612134
-> class 1\|2 [0.987]
Rule 44/128: (84.6/0.8, lift 16.3)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC11 > 1.360383
PC21 <= 0.9193565
PC42 > 0.194362
-> class 1\|2 [0.979]
Rule 44/129: (102.1/1.3, lift 16.3)
PC1 > 9.01109
PC3 <= 0.3122463
PC11 > 5.630533
PC71 > -0.6453353
-> class 1\|2 [0.978]
Rule 44/130: (42.1, lift 16.3)
PC1 > -0.4112112
PC2 <= 2.5099
PC3 > 0.3122463
PC8 <= -1.29224
PC43 > 0.2196876
-> class 1\|2 [0.977]
Rule 44/131: (31.5, lift 16.2)
PC1 > -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC16 > -0.8325126
PC28 <= -0.3380407
PC65 > 0.2830932
-> class 1\|2 [0.970]
Rule 44/132: (39.2/0.3, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC100 > 0.6204069
-> class 1\|2 [0.968]
Rule 44/133: (327.8/10.3, lift 16.1)
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC11 <= 3.359121
PC12 <= 2.690425
PC15 <= 4.026697
PC16 > 0.3594292
PC19 <= 2.408369
PC45 > -14.63849
PC51 > -0.997888
PC56 > -0.3994305
PC65 <= 0.2830932
PC80 > -1.411441
-> class 1\|2 [0.966]
Rule 44/134: (23.9, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC65 > 0.3792052
-> class 1\|2 [0.961]
Rule 44/135: (20.6, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC83 <= -0.5257682
-> class 1\|2 [0.956]
Rule 44/136: (19.8, lift 15.9)
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC22 <= -2.091307
-> class 1\|2 [0.954]
Rule 44/137: (57.1/1.8, lift 15.9)
PC1 > 0.6041246
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC16 > -0.8325126
PC16 <= 0.3594292
PC19 <= 2.408369
PC65 <= 0.2830932
-> class 1\|2 [0.953]
Rule 44/138: (19.1, lift 15.9)
PC2 <= 2.5099
PC8 > -1.29224
PC21 <= 0.9193565
PC28 > -0.3380407
PC52 <= -4.244002
-> class 1\|2 [0.953]
Rule 44/139: (367.5/17.7, lift 15.8)
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC10 > -0.3562581
PC11 <= 3.359121
PC12 <= 2.690425
PC15 <= 4.026697
PC16 > 0.3594292
PC19 <= 2.408369
PC45 > -14.63849
PC51 > -0.997888
PC65 <= 0.2479686
PC80 > -1.411441
-> class 1\|2 [0.949]
Rule 44/140: (17.6, lift 15.8)
PC3 > 0.7181107
PC16 > -0.8325126
PC34 <= -1.19229
-> class 1\|2 [0.949]
Rule 44/141: (16.1, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC63 <= -1.577697
-> class 1\|2 [0.945]
Rule 44/142: (33/0.9, lift 15.7)
PC1 > 1.605803
PC8 <= -1.29224
PC18 <= -0.4907338
-> class 1\|2 [0.944]
Rule 44/143: (14.7, lift 15.6)
PC1 > -0.1923436
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC16 <= -0.8325126
PC19 <= 2.408369
PC21 <= 0.9193565
PC80 > -0.7609716
PC92 > 0.362131
-> class 1\|2 [0.939]
Rule 44/144: (11.3, lift 15.4)
PC3 > 1.640775
PC15 > 0.1445608
PC16 > -0.8879908
PC64 <= -1.090641
-> class 1\|2 [0.925]
Rule 44/145: (26.3/1.8, lift 15.0)
PC1 > -0.1923436
PC2 <= 2.5099
PC3 > 0.7181107
PC8 > -1.29224
PC16 <= -0.8325126
PC51 > 0.3597144
-> class 1\|2 [0.900]
Rule 44/146: (7.2, lift 14.8)
PC1 > -0.1923436
PC2 <= 2.5099
PC3 > 0.7181107
PC4 > 0.8179777
PC65 > 0.2830932
-> class 1\|2 [0.891]
Rule 44/147: (24.5/2.3, lift 14.6)
PC1 > -0.4112112
PC3 > 0.3122463
PC8 <= -1.29224
PC21 <= -1.145926
-> class 1\|2 [0.877]
Rule 44/148: (104.6/18.3, lift 13.6)
PC3 > 0.7181107
PC14 > -1.925549
PC21 <= 0.9193565
PC25 <= 0.4491563
PC52 > -4.244002
PC59 <= -0.9888341
-> class 1\|2 [0.819]
Rule 44/149: (25/8.6, lift 10.7)
PC3 > 0.7181107
PC10 <= 0.5802347
PC19 > 2.408369
-> class 1\|2 [0.643]
Rule 44/150: (359.3/139.1, lift 10.2)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1445608
-> class 1\|2 [0.612]
Rule 44/151: (99.4, lift 15.7)
PC1 > -0.1923436
PC2 <= 2.5099
PC3 > 0.7181107
PC10 <= -0.3562581
PC11 <= 3.359121
PC56 <= -0.3994305
-> class 1\|3 [0.990]
Rule 44/152: (92.8/0.5, lift 15.6)
PC1 > -0.4112112
PC2 <= 2.5099
PC3 > 0.3122463
PC8 <= -1.29224
PC18 <= 0.3290542
PC21 > -1.145926
PC43 <= 0.2196876
-> class 1\|3 [0.984]
Rule 44/153: (40.2, lift 15.5)
PC3 > 0.7181107
PC8 > -1.29224
PC15 > 4.026697
PC16 > -0.8325126
-> class 1\|3 [0.976]
Rule 44/154: (423.5/17.9, lift 15.2)
PC3 > 0.7181107
PC4 <= 0.8179777
PC8 > -1.29224
PC16 > -0.8325126
PC21 <= 0.9193565
PC25 <= 0.4491563
PC28 > -0.3380407
PC34 > -1.19229
PC52 > -4.244002
PC55 <= 0.3612134
PC59 > -0.9888341
PC65 > 0.2830932
-> class 1\|3 [0.956]
Rule 44/155: (19.7, lift 15.1)
PC2 <= 2.5099
PC45 <= -14.63849
-> class 1\|3 [0.954]
Rule 44/156: (52.2/1.6, lift 15.1)
PC1 <= -0.1923436
PC2 > -7.893059e-005
PC2 <= 2.5099
PC3 > 0.5259567
PC28 <= -0.003268464
-> class 1\|3 [0.952]
Rule 44/157: (130.7/7.5, lift 14.9)
PC1 <= 1.683852
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.230502
PC15 <= 0.1445608
PC48 > 0.2171234
PC80 <= 0.4327551
PC86 > -2.043169
-> class 1\|3 [0.936]
Rule 44/158: (10.4, lift 14.6)
PC2 <= 2.5099
PC3 > 0.7181107
PC15 <= 4.026697
PC56 <= -0.3994305
PC65 > 0.2479686
PC65 <= 0.2830932
-> class 1\|3 [0.919]
Rule 44/159: (126.6/9.6, lift 14.6)
PC2 <= 2.5099
PC3 > 0.7181107
PC16 > 0.3594292
PC51 <= -0.997888
-> class 1\|3 [0.918]
Rule 44/160: (4.6, lift 13.5)
PC1 > -0.1923436
PC12 > 2.690425
PC14 > -1.925549
PC16 > -0.8325126
PC19 <= 2.408369
PC21 <= 0.9193565
-> class 1\|3 [0.849]
Rule 44/161: (18.8/3.3, lift 12.6)
PC3 > 0.7181107
PC11 > 3.359121
PC16 > 0.3594292
-> class 1\|3 [0.794]
Rule 44/162: (6.5/0.8, lift 12.5)
PC2 <= 2.5099
PC3 > 0.7181107
PC16 > 0.3594292
PC65 <= 0.2830932
PC80 <= -1.411441
-> class 1\|3 [0.790]
Rule 44/163: (45.3/10.1, lift 12.2)
PC1 > -0.1923436
PC11 <= -1.594386
PC28 > -0.3380407
PC53 > -0.6122875
PC55 > 0.3612134
PC65 > 0.2830932
-> class 1\|3 [0.766]
Rule 44/164: (34.2/9.8, lift 11.2)
PC2 <= 2.5099
PC7 <= -1.31707
PC8 > -1.29224
PC21 > 0.9193565
-> class 1\|3 [0.702]
Rule 44/165: (71, lift 15.0)
PC1 <= -0.1923436
PC8 > 2.359055
PC20 <= -0.0214092
PC71 <= 0.9115143
PC89 > 0.5166093
-> class 2\|0 [0.986]
Rule 44/166: (61.5, lift 15.0)
PC1 > -0.1923436
PC8 > -1.29224
PC9 <= 0.255966
PC14 <= 0.2779754
PC21 > 0.9193565
PC71 > -0.7803868
-> class 2\|0 [0.984]
Rule 44/167: (46.6, lift 14.9)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > -1.29224
PC8 <= 2.359055
PC10 <= -0.1721519
PC32 > 1.23735
PC74 > 0.03261773
-> class 2\|0 [0.979]
Rule 44/168: (76.6/0.8, lift 14.9)
PC8 > 0.6813645
PC8 <= 2.359055
PC12 > -0.275174
PC16 <= 0.5831272
PC19 <= -0.4432499
PC27 > -0.658873
PC57 > 0.2161626
PC63 <= -0.009220163
PC73 > -0.6648026
-> class 2\|0 [0.977]
Rule 44/169: (1182.8/567.3, lift 7.9)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > 2.359055
-> class 2\|0 [0.520]
Rule 44/170: (1485.1/977.7, lift 5.2)
PC1 <= -0.1923436
PC2 > -7.893059e-005
PC2 <= 2.5099
-> class 2\|0 [0.342]
Rule 44/171: (194.9, lift 10.4)
PC1 <= -0.1923436
PC8 > 2.359055
PC19 > -1.340442
PC20 > -0.0214092
PC21 <= 2.285418
PC23 <= 1.600178
-> class 2\|1 [0.995]
Rule 44/172: (116.8, lift 10.4)
PC1 <= -0.1923436
PC8 > 2.359055
PC20 > -0.0214092
PC21 <= 2.285418
PC23 <= 1.600178
PC81 > -0.05524703
-> class 2\|1 [0.992]
Rule 44/173: (88.8, lift 10.3)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > 0.6813645
PC71 > 0.9115143
-> class 2\|1 [0.989]
Rule 44/174: (83.1, lift 10.3)
PC1 <= -0.1923436
PC8 > 2.359055
PC12 <= -1.903574
PC62 <= 0.6674148
-> class 2\|1 [0.988]
Rule 44/175: (79.4, lift 10.3)
PC2 <= -7.893059e-005
PC8 > 0.6813645
PC11 > -0.9337804
PC20 <= -0.0214092
PC28 > 0.1506456
-> class 2\|1 [0.988]
Rule 44/176: (50.2, lift 10.3)
PC8 > -1.29224
PC35 <= -4.174728
PC57 > -0.009076282
PC67 <= 0.4913049
-> class 2\|1 [0.981]
Rule 44/177: (43.3, lift 10.2)
PC1 <= -0.1923436
PC8 > 2.359055
PC11 <= -0.9337804
-> class 2\|1 [0.978]
Rule 44/178: (37/0.4, lift 10.1)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC52 > 0.3635035
PC57 <= -0.009076282
-> class 2\|1 [0.965]
Rule 44/179: (141.2/4.4, lift 10.1)
PC1 <= -0.1923436
PC8 > 2.359055
PC20 <= -0.0214092
PC21 <= 0.7489343
PC56 > -0.5912693
PC60 <= 1.040243
PC70 > -0.03947955
PC89 <= 0.5166093
PC94 > -0.7367196
PC95 <= 0.3490221
PC98 <= 0.3771828
-> class 2\|1 [0.963]
Rule 44/180: (19.3, lift 10.0)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC20 > -0.272819
PC46 > 1.739855
PC57 <= -0.009076282
PC60 <= 0.04692408
-> class 2\|1 [0.953]
Rule 44/181: (130.9/11.4, lift 9.5)
PC1 <= -0.1923436
PC8 > 2.359055
PC16 > -0.347996
PC62 > 0.6674148
-> class 2\|1 [0.907]
Rule 44/182: (8.3, lift 9.4)
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -3.393956
PC14 <= -1.706717
PC28 <= -0.2747726
-> class 2\|1 [0.903]
Rule 44/183: (63.6/5.4, lift 9.4)
PC2 <= -7.893059e-005
PC8 > 2.359055
PC8 <= 2.902146
PC19 > -1.37231
PC21 > 0.7489343
-> class 2\|1 [0.902]
Rule 44/184: (56.1/5.3, lift 9.3)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > 0.6813645
PC54 <= -2.008829
-> class 2\|1 [0.892]
Rule 44/185: (53.8/12.3, lift 8.0)
PC1 <= -0.1923436
PC2 <= 2.5099
PC3 <= -1.613911
PC8 <= 0.6813645
-> class 2\|1 [0.761]
Rule 44/186: (28.9/9.7, lift 6.8)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.6813645
PC57 <= -0.009076282
PC59 <= -0.200079
PC60 <= 0.04692408
-> class 2\|1 [0.653]
Rule 44/187: (8189.4/6310.3, lift 2.4)
PC2 <= 2.5099
PC8 > -1.29224
-> class 2\|1 [0.230]
Rule 44/188: (111.2, lift 11.1)
PC1 <= 9.01109
PC2 <= 2.5099
PC6 <= 0.6326526
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC14 > -3.512203
PC37 <= 1.408006
PC38 <= 1.148018
PC44 <= 0.0293138
PC56 > -0.6800674
PC90 > 0.3017717
-> class 2\|2 [0.991]
Rule 44/189: (71.1, lift 11.1)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.6813645
PC32 <= -0.7974678
PC34 <= 0.317053
PC44 <= 0.4778769
-> class 2\|2 [0.986]
Rule 44/190: (60.2, lift 11.0)
PC1 > -0.1923436
PC3 <= 0.7181107
PC8 > -1.29224
PC11 > -0.4281766
PC21 <= 0.9193565
PC27 <= 0.3149813
PC33 <= 0.27751
PC47 <= -0.02200633
PC60 <= -0.5171735
PC75 > 0.7123611
-> class 2\|2 [0.984]
Rule 44/191: (50.9, lift 11.0)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC30 > 0.2337483
PC44 <= 0.0293138
PC62 > -0.4959391
-> class 2\|2 [0.981]
Rule 44/192: (43.8/0.1, lift 10.9)
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC17 > -0.3588226
PC28 > -0.2747726
PC37 <= 1.408006
PC89 <= -0.7680593
-> class 2\|2 [0.976]
Rule 44/193: (33.2, lift 10.9)
PC8 > -1.29224
PC8 <= 0.189346
PC9 > 5.172433
PC23 > -0.9654831
PC28 > -0.1040169
PC35 > -4.174728
PC62 > -1.091242
PC67 <= 0.4913049
-> class 2\|2 [0.971]
Rule 44/194: (49.7/0.6, lift 10.9)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 <= 2.359055
PC20 > 0.1547522
PC40 <= -1.524469
PC57 <= 0.2161626
-> class 2\|2 [0.969]
Rule 44/195: (28.4, lift 10.9)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.6813645
PC17 > -1.642769
PC34 <= 0.826353
PC57 > -0.009076282
PC67 > 0.4913049
PC96 > 0.493143
-> class 2\|2 [0.967]
Rule 44/196: (28.4, lift 10.9)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -1.29224
PC17 > -0.3588226
PC93 > 1.904754
-> class 2\|2 [0.967]
Rule 44/197: (33.2/0.3, lift 10.8)
PC1 <= 9.01109
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC18 > -0.4907338
PC34 > 0.5688776
PC44 <= 0.0293138
-> class 2\|2 [0.964]
Rule 44/198: (24.8, lift 10.8)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 2.359055
PC20 > 0.1547522
PC32 <= 1.23735
PC41 <= -1.364455
-> class 2\|2 [0.963]
Rule 44/199: (16, lift 10.6)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 <= 0.6813645
PC17 > -1.642769
PC34 > 0.826353
PC90 <= -0.6859746
-> class 2\|2 [0.945]
Rule 44/200: (15.6, lift 10.6)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC3 > -1.613911
PC8 > -1.29224
PC8 <= 0.6813645
PC44 <= 0.4778769
PC49 <= -0.4810588
PC57 > -0.009076282
PC62 > -1.091242
-> class 2\|2 [0.943]
Rule 44/201: (74.1/3.5, lift 10.6)
PC1 <= -0.1923436
PC2 <= 2.5099
PC3 > -1.613911
PC8 > -1.29224
PC8 <= 0.189346
PC23 > -0.9654831
PC34 > 0.317053
PC34 <= 0.826353
PC44 <= 0.4778769
PC57 > -0.009076282
PC62 > -1.091242
PC68 > -1.437581
-> class 2\|2 [0.941]
Rule 44/202: (574.1/35.3, lift 10.5)
PC1 <= -0.1923436
PC2 <= 2.5099
PC3 > -1.613911
PC3 <= 0.4628476
PC8 > -1.29224
PC8 <= 0.6813645
PC20 > -0.272819
PC32 <= 1.090549
PC46 <= 1.739855
PC57 <= -0.009076282
PC59 > -0.200079
PC60 <= 0.04692408
PC76 <= 0.6715252
PC88 > -0.2962173
-> class 2\|2 [0.937]
Rule 44/203: (37.3/1.6, lift 10.5)
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC17 > -0.3588226
PC19 > 2.216884
PC37 <= 0.8302118
PC61 <= 0.4309536
-> class 2\|2 [0.934]
Rule 44/204: (158.1/10.3, lift 10.4)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC14 > -3.512203
PC19 > -3.025241
PC42 <= -0.149417
PC44 <= 0.0293138
PC61 > -1.783631
PC62 > -0.4959391
PC86 > -0.4700229
-> class 2\|2 [0.930]
Rule 44/205: (11.9, lift 10.4)
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.6813645
PC66 <= -1.663453
-> class 2\|2 [0.928]
Rule 44/206: (14.4/0.3, lift 10.4)
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC28 <= -0.1648727
PC44 <= 0.0293138
PC62 > -0.4959391
PC90 <= 0.3017717
-> class 2\|2 [0.923]
Rule 44/207: (11, lift 10.3)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC17 > -0.3588226
PC28 > -0.2747726
PC37 > 0.8302118
PC44 > 0.0293138
PC45 <= 0.4309001
-> class 2\|2 [0.922]
Rule 44/208: (341.4/30, lift 10.2)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > -1.29224
PC8 <= 2.359055
PC20 > 0.1547522
PC34 > -0.3005944
PC42 <= 0.08139865
PC47 > -0.2983666
PC50 <= 0.1810449
PC57 <= 0.2161626
PC79 <= 0.1368452
PC100 > -0.7142457
-> class 2\|2 [0.910]
Rule 44/209: (7.6, lift 10.0)
PC1 <= -0.1923436
PC8 > 0.6813645
PC8 <= 2.359055
PC19 <= -0.4432499
PC57 > 0.2161626
PC98 <= -0.6215178
-> class 2\|2 [0.895]
Rule 44/210: (468.7/54.3, lift 9.9)
PC1 <= -0.1923436
PC2 <= 2.5099
PC3 > -1.613911
PC8 > -1.29224
PC8 <= 0.6813645
PC19 > -3.828484
PC28 > -0.04577455
PC34 <= 0.826353
PC52 <= 0.3635035
PC57 <= -0.009076282
-> class 2\|2 [0.883]
Rule 44/211: (16.3/1.2, lift 9.9)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC17 > -0.3588226
PC22 > 0.6503007
PC44 > 0.0293138
PC61 <= 0.4309536
-> class 2\|2 [0.878]
Rule 44/212: (27.8/3.9, lift 9.4)
PC1 <= 9.01109
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -1.355398
PC8 <= -1.29224
PC19 > -3.025241
PC44 <= 0.0293138
-> class 2\|2 [0.835]
Rule 44/213: (27.5/4.1, lift 9.3)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > -1.29224
PC8 <= 0.6813645
PC28 <= -0.1040169
PC44 <= 0.4778769
PC57 > -0.009076282
PC62 > -1.091242
PC67 <= 0.4913049
-> class 2\|2 [0.828]
Rule 44/214: (3.8, lift 9.3)
PC8 > -3.393956
PC8 <= -1.29224
PC71 > 12.00661
-> class 2\|2 [0.828]
Rule 44/215: (6.2/0.7, lift 8.9)
PC2 <= 2.5099
PC8 <= -1.29224
PC18 <= -0.4907338
PC92 > 0.1523497
-> class 2\|2 [0.796]
Rule 44/216: (86.3/18.4, lift 8.8)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -1.617726
PC8 <= -1.29224
PC9 <= 10.4025
PC14 > -3.512203
PC19 > -3.025241
PC44 <= 0.0293138
PC62 > -0.4959391
-> class 2\|2 [0.780]
Rule 44/217: (5.6/0.7, lift 8.7)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > 2.359055
PC23 > 1.600178
-> class 2\|2 [0.771]
Rule 44/218: (32.2/6.9, lift 8.6)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC8 > 0.6813645
PC8 <= 2.359055
PC19 > -0.4432499
PC44 <= -0.04716039
PC48 <= 0.1814598
PC57 > 0.2161626
-> class 2\|2 [0.769]
Rule 44/219: (78.3/28.9, lift 7.0)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 <= 2.359055
PC32 <= 1.23735
PC57 <= 0.2161626
PC86 > 0.9622274
-> class 2\|2 [0.628]
Rule 44/220: (19.6/7.1, lift 7.0)
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC17 <= -0.3588226
PC44 > 0.0293138
PC44 <= 0.06841609
PC45 <= 0.4309001
-> class 2\|2 [0.622]
Rule 44/221: (84.1, lift 9.2)
PC2 <= 2.5099
PC8 <= -3.393956
PC18 > -0.4907338
PC21 > -0.9669477
PC44 <= 0.9387599
PC59 > 0.1216444
PC79 > -0.4228042
PC85 <= 0.6262952
-> class 2\|3 [0.988]
Rule 44/222: (47.3, lift 9.1)
PC2 <= -7.893059e-005
PC8 > -1.29224
PC8 <= 0.6813645
PC23 > -0.9654831
PC34 <= 0.826353
PC57 > -0.009076282
PC62 <= -1.091242
PC67 <= 0.4913049
PC68 > -1.437581
-> class 2\|3 [0.979]
Rule 44/223: (34.2/0.2, lift 8.9)
PC1 <= 9.01109
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -1.655082
PC8 <= -1.29224
PC36 > -0.7833967
PC44 > 0.0293138
PC47 <= -0.244145
PC61 > 0.4309536
-> class 2\|3 [0.966]
Rule 44/224: (153.8/5.5, lift 8.9)
PC2 <= -7.893059e-005
PC3 > -1.613911
PC8 > -1.29224
PC8 <= 0.189346
PC9 <= 5.172433
PC28 > -0.1040169
PC29 > -0.1203038
PC32 > -0.7974678
PC34 <= 0.317053
PC49 > -0.4810588
PC57 > -0.009076282
PC67 <= 0.4913049
PC68 > -1.437581
-> class 2\|3 [0.958]
Rule 44/225: (108.3/6.7, lift 8.6)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.189346
PC23 > -0.9654831
PC29 > -0.1203038
PC34 <= 0.826353
PC44 > 0.4778769
PC57 > -0.009076282
PC66 > -1.663453
PC67 <= 0.4913049
PC68 > -1.437581
-> class 2\|3 [0.930]
Rule 44/226: (10.8, lift 8.5)
PC1 <= -0.1923436
PC8 > -1.29224
PC8 <= 0.6813645
PC19 <= -3.828484
-> class 2\|3 [0.922]
Rule 44/227: (55.2/4, lift 8.5)
PC1 <= -0.1923436
PC2 <= -7.893059e-005
PC6 > -0.4967884
PC8 <= 0.6813645
PC34 > 0.826353
PC90 > -0.6859746
-> class 2\|3 [0.913]
Rule 44/228: (26.2/3.1, lift 7.9)
PC1 <= -0.1923436
PC2 <= 2.5099
PC8 > -1.29224
PC8 <= 0.6813645
PC10 > -0.4180447
PC28 <= -0.04577455
PC57 <= -0.009076282
PC60 > 0.04692408
-> class 2\|3 [0.854]
Rule 44/229: (12499.6/10346.5, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.172]
Rule 44/230: (754/0.7, lift 12.0)
PC1 <= 1.605803
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 <= -1.29224
PC18 <= -0.4907338
PC86 > -0.588634
PC92 <= 0.1523497
-> class 2\|4 [0.998]
Rule 44/231: (634.1/0.7, lift 12.0)
PC3 <= 0.3122463
PC8 <= -3.393956
PC15 > 0.4062843
PC19 <= -1.57487
PC71 > -0.4218434
-> class 2\|4 [0.997]
Rule 44/232: (122.6/0.2, lift 11.9)
PC6 <= 0.1860192
PC8 <= -3.393956
PC21 > -0.9669477
PC27 > -0.1385894
PC36 <= 0.9032384
PC43 > -0.2697562
PC59 <= 0.1216444
PC85 > 0.1930591
PC89 <= 0.6054504
PC91 <= -0.05649258
PC92 > -0.06374104
PC94 <= 0.7989936
-> class 2\|4 [0.990]
Rule 44/233: (93.2, lift 11.9)
PC1 <= 9.01109
PC8 <= -3.393956
PC15 <= 0.4062843
PC44 > 0.9387599
PC71 > -0.4218434
PC94 <= 0.7989936
-> class 2\|4 [0.989]
Rule 44/234: (69.8/0.2, lift 11.8)
PC8 <= -3.393956
PC15 <= 0.4062843
PC21 <= -0.9669477
PC39 <= 0.3041854
PC71 > -0.4218434
PC89 <= 0.6054504
PC92 > -0.06374104
-> class 2\|4 [0.984]
Rule 44/235: (55.3, lift 11.8)
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC14 > -1.706717
PC28 <= -0.2747726
PC62 <= 0.544266
-> class 2\|4 [0.983]
Rule 44/236: (93.5/1.7, lift 11.7)
PC5 <= 2.03445
PC8 <= -3.393956
PC17 > -0.9859317
PC19 <= 4.385575
PC39 <= 0.3041854
PC79 > -0.4228042
PC85 > 0.6262952
-> class 2\|4 [0.972]
Rule 44/237: (223.2/5.9, lift 11.6)
PC2 > -6.307593
PC2 <= 2.5099
PC5 <= 2.03445
PC8 <= -3.393956
PC17 > -0.9859317
PC29 <= 0.1272692
PC37 <= 1.629034
PC79 <= -0.4228042
-> class 2\|4 [0.969]
Rule 44/238: (184.9/6.4, lift 11.5)
PC1 <= 9.01109
PC8 <= -3.393956
PC15 <= 0.4062843
PC16 <= -0.2013376
PC47 <= -0.39638
PC71 > -0.4218434
PC94 <= 0.7989936
-> class 2\|4 [0.960]
Rule 44/239: (107.3/3.5, lift 11.5)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.655082
PC17 > -0.3588226
PC19 > -3.025241
PC36 > -0.7833967
PC44 > 0.0293138
PC47 <= -0.244145
PC61 > 0.4309536
-> class 2\|4 [0.959]
Rule 44/240: (56.1/1.8, lift 11.4)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC19 <= -3.025241
PC36 > -0.7833967
PC72 > -0.2271959
PC95 > 0.1027395
-> class 2\|4 [0.952]
Rule 44/241: (10.7, lift 11.1)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 <= -1.29224
PC16 > 0.4453631
PC17 > -0.3588226
PC44 > 0.0293138
PC61 <= 0.4309536
PC89 > -0.7680593
PC93 <= 1.904754
-> class 2\|4 [0.921]
Rule 44/242: (79.6/5.7, lift 11.0)
PC1 <= 9.01109
PC3 <= 0.3122463
PC8 <= -3.393956
PC17 > -0.9859317
PC26 <= -2.575013
-> class 2\|4 [0.917]
Rule 44/243: (29.7/6.8, lift 9.0)
PC1 <= 9.01109
PC8 > -3.393956
PC8 <= -1.29224
PC10 > -0.4798915
PC37 > 1.408006
PC45 <= 0.4309001
-> class 2\|4 [0.753]
Rule 44/244: (48.6/13.5, lift 8.6)
PC2 <= 2.5099
PC3 <= 0.3122463
PC8 > -3.393956
PC8 <= -1.29224
PC36 > -0.7833967
PC45 > 0.4309001
-> class 2\|4 [0.714]
Default class: 2\|3
----- Trial 45: -----
Rules:
Rule 45/1: (154.9, lift 15.5)
PC1 <= -0.5764722
PC3 > -4.942089
PC13 <= 8.891523
PC18 > 2.866668
PC22 > -0.2273211
PC26 <= 0.639465
PC54 <= 1.459367
PC55 > -0.4774561
PC64 <= -0.2504965
PC87 > -1.130408
-> class 0\|0 [0.994]
Rule 45/2: (132.2/0.5, lift 15.4)
PC4 <= 10.01577
PC13 <= 8.891523
PC18 > 2.866668
PC55 > -0.4774561
PC63 <= 1.68656
PC70 <= -1.038659
PC81 <= 2.041869
PC87 > -1.130408
-> class 0\|0 [0.989]
Rule 45/3: (102.5/1, lift 15.3)
PC4 <= 10.01577
PC13 <= 8.891523
PC18 > 2.09492
PC22 > -0.2273211
PC55 > -0.4774561
PC75 > 0.3460945
PC87 > -1.130408
-> class 0\|0 [0.981]
Rule 45/4: (54.8/0.3, lift 15.3)
PC2 > 2.57978
PC3 <= 1.640775
PC5 <= 1.390464
PC13 <= 0.8367534
PC14 > 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC22 > -0.2273211
PC28 > -0.104651
-> class 0\|0 [0.977]
Rule 45/5: (21.9, lift 15.0)
PC13 <= 8.891523
PC18 > 2.09492
PC18 <= 2.866668
PC28 <= 3.364948
PC48 > 0.5067244
-> class 0\|0 [0.958]
Rule 45/6: (21.5, lift 15.0)
PC2 > 2.57978
PC5 <= 1.390464
PC13 <= 0.8367534
PC14 > 0.3452199
PC18 > -0.4683644
PC22 > -0.2273211
PC38 > 0.9440858
-> class 0\|0 [0.957]
Rule 45/7: (16.3, lift 14.8)
PC1 > -0.7254466
PC18 > 1.224285
PC40 > -1.122004
PC59 > -2.167428
PC83 <= -1.984295
-> class 0\|0 [0.945]
Rule 45/8: (37.9/1.2, lift 14.8)
PC2 <= 4.801399
PC18 > 1.224285
PC22 <= -0.2273211
PC55 > -0.04403881
PC59 > -2.167428
PC83 <= 0.7338921
-> class 0\|0 [0.945]
Rule 45/9: (386.9/22, lift 14.7)
PC1 > -0.5764722
PC18 > 2.09492
PC22 > -0.2273211
PC52 <= 0.7673496
PC55 > -0.4774561
-> class 0\|0 [0.941]
Rule 45/10: (111.2/5.8, lift 14.7)
PC13 <= 8.891523
PC18 > 2.09492
PC22 > -0.2273211
PC28 <= 3.364948
PC32 > 0.9360902
-> class 0\|0 [0.940]
Rule 45/11: (256.4/19.3, lift 14.4)
PC1 <= -0.5814493
PC3 > -4.942089
PC7 > -0.966468
PC12 > -1.009742
PC16 > -1.175237
PC18 > 2.866668
PC22 > -0.2273211
PC26 > -0.1368197
PC37 > -1.848276
PC54 <= 1.459367
PC61 > -0.8433518
PC64 > -0.2050932
PC79 <= 0.5957879
PC85 > -0.2807045
-> class 0\|0 [0.922]
Rule 45/12: (9, lift 14.2)
PC2 > 2.57978
PC4 <= 10.01577
PC18 > -0.4683644
PC24 > 5.230654
PC40 > -1.122004
PC67 > -0.3456746
-> class 0\|0 [0.909]
Rule 45/13: (39.1/4.2, lift 13.6)
PC2 > 2.57978
PC3 <= 1.640775
PC5 <= 1.390464
PC13 <= 0.8367534
PC14 > 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC81 > 0.6264089
-> class 0\|0 [0.873]
Rule 45/14: (30/3.3, lift 13.5)
PC1 > -0.7254466
PC18 > 1.224285
PC22 <= -0.2273211
PC40 > -1.122004
PC48 > 0.3607188
PC55 > -0.04403881
PC59 > -2.167428
-> class 0\|0 [0.865]
Rule 45/15: (49.3/8.2, lift 12.8)
PC2 > 2.57978
PC3 <= 1.640775
PC5 <= 1.390464
PC13 <= 0.8367534
PC14 > 0.3452199
PC18 <= 2.09492
PC22 > -0.2273211
PC58 <= -0.6923037
-> class 0\|0 [0.820]
Rule 45/16: (77.1, lift 13.7)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -2.522465
PC18 <= -0.4683644
PC43 <= -1.939943
PC71 > -0.538675
-> class 0\|1 [0.987]
Rule 45/17: (16.3, lift 13.1)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -0.6614195
PC18 <= -0.4683644
PC44 > 0.7241517
-> class 0\|1 [0.945]
Rule 45/18: (31.3/1, lift 13.0)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > 0.1885499
PC18 > -1.750188
PC18 <= -0.4683644
-> class 0\|1 [0.939]
Rule 45/19: (49.5/5.1, lift 12.2)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > -0.02879996
PC11 > -0.06312435
PC18 > -1.750188
PC18 <= -0.4683644
PC44 > 0.7241517
-> class 0\|1 [0.882]
Rule 45/20: (45.2/8.8, lift 11.0)
PC2 > 2.57978
PC3 <= 1.640775
PC14 > -0.6060452
PC16 <= 0.4563035
PC18 <= -0.4683644
PC43 > -1.939943
PC77 > 1.007016
-> class 0\|1 [0.793]
Rule 45/21: (3141.2/1890.9, lift 5.5)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -0.4683644
-> class 0\|1 [0.398]
Rule 45/22: (202.6/0.1, lift 11.0)
PC2 > 2.57978
PC3 <= 1.640775
PC8 <= 0.1885499
PC9 <= 0.6651683
PC18 > -1.750188
PC18 <= -0.4683644
PC28 <= 3.778366
PC38 <= 1.142942
PC41 <= 0.2175477
PC43 <= 1.648032
PC44 <= 0.7241517
PC67 > -0.1214048
PC75 <= 0.19298
PC77 <= 0.2605191
PC83 > -1.238572
PC88 > -0.6645934
-> class 0\|2 [0.994]
Rule 45/23: (249.4/1.3, lift 11.0)
PC2 > 2.57978
PC3 <= 1.640775
PC8 <= 0.1885499
PC9 <= 0.6651683
PC11 > -0.06312435
PC18 > -1.750188
PC18 <= -0.4683644
PC31 <= 0.03255827
PC38 <= 1.142942
PC41 <= 0.2175477
PC43 <= 1.648032
PC44 <= 0.7241517
PC55 > -1.653106
PC75 <= 0.19298
PC77 <= 0.2605191
PC83 > -1.238572
-> class 0\|2 [0.991]
Rule 45/24: (109.3, lift 11.0)
PC2 > 6.300215
PC8 > -0.4816937
PC18 > -0.4683644
PC20 > -4.546392
PC22 <= -0.2273211
PC40 <= -1.122004
PC87 <= 0.3641948
-> class 0\|2 [0.991]
Rule 45/25: (94.5, lift 11.0)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > -0.4816937
PC18 > -0.4683644
PC20 > -4.546392
PC22 <= -0.2273211
PC40 <= -1.122004
PC59 > -0.330136
PC87 <= 0.3641948
-> class 0\|2 [0.990]
Rule 45/26: (96.3, lift 11.0)
PC4 > 10.01577
PC18 > -0.4683644
PC30 <= 5.609498
PC41 > -0.5387702
PC47 <= 4.410915
-> class 0\|2 [0.990]
Rule 45/27: (67.8, lift 10.9)
PC2 > 2.57978
PC18 > -0.4683644
PC20 > -4.546392
PC20 <= 2.462164
PC22 <= -0.2273211
PC24 <= 5.230654
PC40 > -1.122004
PC47 <= 2.388013
PC67 > -0.3456746
PC83 > 0.7338921
PC87 <= 0.1094855
-> class 0\|2 [0.986]
Rule 45/28: (62.8, lift 10.9)
PC20 > -4.546392
PC22 > -0.2273211
PC28 > 3.364948
PC47 <= 4.410915
-> class 0\|2 [0.984]
Rule 45/29: (43.3, lift 10.8)
PC2 > 2.57978
PC3 <= 1.640775
PC14 <= 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC20 > -4.546392
PC25 <= -1.12914
PC42 > -2.840336
PC86 <= 4.257531
-> class 0\|2 [0.978]
Rule 45/30: (34.7, lift 10.8)
PC4 > 5.860116
PC10 > -6.330352
PC18 > -1.750188
PC18 <= -0.4683644
PC38 <= 1.142942
PC75 > 0.19298
PC77 <= 0.2605191
-> class 0\|2 [0.973]
Rule 45/31: (35, lift 10.8)
PC8 <= 0.02105202
PC10 <= -2.362712
PC18 <= -1.750188
PC39 > -1.34417
PC47 <= -0.3112438
-> class 0\|2 [0.972]
Rule 45/32: (58.9/0.7, lift 10.8)
PC3 <= 1.640775
PC8 <= -0.02879996
PC11 > -0.06312435
PC18 > -1.750188
PC18 <= -0.6614195
PC44 > 0.7241517
PC77 <= 1.007016
-> class 0\|2 [0.972]
Rule 45/33: (31.8, lift 10.8)
PC2 > 2.57978
PC3 <= 1.640775
PC11 > -0.06312435
PC18 > -1.750188
PC18 <= -0.4683644
PC43 <= 1.648032
PC75 > 0.19298
PC77 <= 0.2605191
PC80 <= -0.4744539
PC85 <= 0.3245944
-> class 0\|2 [0.970]
Rule 45/34: (29, lift 10.7)
PC10 > 8.172514
PC18 > -0.4683644
PC20 > -4.546392
PC22 <= -0.2273211
PC40 > -1.122004
PC47 <= 2.388013
-> class 0\|2 [0.968]
Rule 45/35: (25.3, lift 10.7)
PC2 > 2.57978
PC3 <= 1.640775
PC14 <= 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC20 > -4.546392
PC59 <= -0.09966623
PC73 <= -0.9881618
PC86 <= 4.257531
-> class 0\|2 [0.963]
Rule 45/36: (51.6/1, lift 10.7)
PC2 > 2.57978
PC14 <= 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC43 <= 0.6333902
PC59 <= -0.09966623
PC79 > 0.6180233
PC86 <= 4.257531
-> class 0\|2 [0.962]
Rule 45/37: (24, lift 10.7)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 1.224285
PC20 > -4.546392
PC21 > -0.4558974
PC22 <= -0.2273211
PC40 > -1.122004
PC67 > -0.3456746
PC74 <= -0.2568011
-> class 0\|2 [0.961]
Rule 45/38: (23.2, lift 10.6)
PC2 > 2.57978
PC3 <= 1.640775
PC5 <= -0.4823957
PC8 <= 0.1885499
PC18 > -1.750188
PC18 <= -0.4683644
-> class 0\|2 [0.959]
Rule 45/39: (20.1, lift 10.6)
PC8 <= 0.02105202
PC10 <= -2.362712
PC18 <= -1.750188
PC39 > -1.34417
PC43 > -1.939943
PC58 > -1.899415
PC63 <= 1.201351
PC94 > 0.5303116
-> class 0\|2 [0.955]
Rule 45/40: (26/0.3, lift 10.6)
PC4 > -7.600563
PC8 <= 0.02105202
PC10 <= -2.362712
PC18 <= -0.4683644
PC29 > 1.684279
PC57 <= 0.4343778
PC77 <= 1.007016
-> class 0\|2 [0.952]
Rule 45/41: (85.1/3.3, lift 10.5)
PC18 <= -1.750188
PC39 > -1.100589
PC42 <= 0.986693
PC50 <= 1.071687
PC63 > 1.201351
PC77 <= 1.007016
PC79 > -3.272041
-> class 0\|2 [0.950]
Rule 45/42: (40.4/1.2, lift 10.5)
PC4 > -7.600563
PC8 <= 0.02105202
PC10 <= -2.362712
PC18 <= -1.750188
PC39 > -1.34417
PC43 > -1.939943
PC57 > 0.4343778
PC63 <= 1.201351
PC77 <= 1.007016
-> class 0\|2 [0.948]
Rule 45/43: (108.2/5, lift 10.5)
PC3 <= 1.640775
PC15 > 0.8067278
PC18 <= -1.750188
PC29 > -6.471094
PC43 > -1.939943
PC50 > -1.336283
PC53 <= 1.954918
PC77 <= 1.007016
PC80 > -3.76893
-> class 0\|2 [0.945]
Rule 45/44: (17.2, lift 10.5)
PC2 > 2.57978
PC18 > -0.4683644
PC20 > -4.546392
PC22 <= -0.2273211
PC40 > -1.122004
PC59 <= -2.167428
PC67 > -0.3456746
PC83 <= 0.7338921
-> class 0\|2 [0.944]
Rule 45/45: (113.5/5.6, lift 10.5)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > 0.02105202
PC10 > -2.366485
PC18 <= -1.750188
PC29 > -6.471094
PC39 > -0.1398884
PC43 > -1.939943
PC53 <= 3.797972
-> class 0\|2 [0.943]
Rule 45/46: (38.1/1.3, lift 10.4)
PC2 > 2.57978
PC3 <= 1.640775
PC8 <= -0.2681317
PC18 > -0.4683644
PC20 > -4.546392
PC22 <= -0.2273211
PC24 <= 5.230654
PC40 > -1.122004
PC47 <= 2.388013
-> class 0\|2 [0.942]
Rule 45/47: (13.5, lift 10.4)
PC12 <= -1.462487
PC14 <= 0.3452199
PC18 <= 2.09492
PC20 > -4.546392
PC22 > -0.2273211
PC42 > -2.840336
PC43 <= 0.6333902
PC55 > -0.3779121
-> class 0\|2 [0.935]
Rule 45/48: (116.4/7.5, lift 10.3)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > 0.02105202
PC10 > -2.366485
PC18 <= -1.750188
PC41 > 0.07684314
PC43 > -1.939943
PC53 <= 3.797972
-> class 0\|2 [0.928]
Rule 45/49: (11.3, lift 10.3)
PC4 <= -5.169592
PC11 <= -0.06312435
PC18 <= -0.4683644
PC43 > -1.939943
PC68 > -0.6585395
-> class 0\|2 [0.925]
Rule 45/50: (17/0.5, lift 10.2)
PC2 > 2.57978
PC3 <= 1.640775
PC18 <= -1.750188
PC41 > 0.5415599
PC43 > -1.939943
-> class 0\|2 [0.919]
Rule 45/51: (10.6/0.2, lift 10.1)
PC3 <= 1.640775
PC18 <= -1.750188
PC32 <= -1.689277
PC42 <= 2.54671
PC43 > -1.939943
PC63 <= 1.201351
-> class 0\|2 [0.909]
Rule 45/52: (8.7, lift 10.1)
PC2 > 2.57978
PC18 > -0.4683644
PC20 <= -4.546392
PC35 > 0.5308881
PC47 <= 4.410915
-> class 0\|2 [0.907]
Rule 45/53: (16.6/0.8, lift 10.0)
PC2 > 2.57978
PC3 <= 1.640775
PC8 > -0.2681317
PC18 > -0.4683644
PC18 <= 1.224285
PC22 > -0.2456268
PC22 <= -0.2273211
-> class 0\|2 [0.905]
Rule 45/54: (10.1/0.2, lift 10.0)
PC3 <= 1.640775
PC18 <= -1.750188
PC43 > -1.939943
PC63 <= 1.201351
PC77 <= 1.007016
PC97 > 2.121353
-> class 0\|2 [0.902]
Rule 45/55: (103.4/9.8, lift 10.0)
PC4 > 7.320112
PC10 > -2.362712
PC18 <= -0.4683644
PC39 > -1.34417
PC42 <= 2.54671
PC71 <= 0.3875821
PC77 <= 1.007016
-> class 0\|2 [0.898]
Rule 45/56: (7.5, lift 9.9)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -2.522465
PC18 <= -0.4683644
PC43 <= -1.939943
PC71 <= -0.538675
-> class 0\|2 [0.894]
Rule 45/57: (63.2/6.5, lift 9.8)
PC2 > 2.57978
PC3 <= 1.640775
PC14 <= 0.3452199
PC18 > -0.4683644
PC18 <= 2.09492
PC22 > -0.2273211
PC43 > 0.6333902
PC90 <= 3.218583
-> class 0\|2 [0.884]
Rule 45/58: (9.3/0.4, lift 9.8)
PC2 > 2.57978
PC11 <= -0.06312435
PC18 > -1.750188
PC18 <= -0.4683644
PC68 <= -0.6585395
-> class 0\|2 [0.880]
Rule 45/59: (5.8, lift 9.7)
PC16 <= -1.322452
PC20 <= -4.546392
PC22 <= -0.2611352
PC79 <= 1.733159
-> class 0\|2 [0.872]
Rule 45/60: (173.4/23.1, lift 9.6)
PC2 > 2.57978
PC3 <= 1.640775
PC4 <= 5.860116
PC11 > -0.06312435
PC18 > -1.750188
PC18 <= -0.4683644
PC38 <= 1.142942
PC41 <= 0.2175477
PC43 <= 1.648032
PC44 <= 0.7241517
PC77 <= 0.2605191
PC82 <= 0.4660748
PC85 <= 0.3245944
PC99 > -0.3814424
-> class 0\|2 [0.862]
Rule 45/61: (30.1/3.9, lift 9.4)
PC2 > 2.57978
PC3 <= 1.640775
PC18 <= 1.224285
PC20 > -4.546392
PC21 <= -0.4558974
PC22 <= -0.2273211
PC47 > 0.7126363
PC74 <= -0.2568011
PC83 <= 0.7338921
-> class 0\|2 [0.848]
Rule 45/62: (99.9/15.4, lift 9.3)
PC4 <= -7.600563
PC18 <= -0.4683644
PC43 > -1.939943
PC43 <= 0.3290616
-> class 0\|2 [0.839]
Rule 45/63: (67/10.4, lift 9.3)
PC8 <= 0.1885499
PC10 <= -6.330352
PC18 <= -0.4683644
PC77 <= 1.007016
-> class 0\|2 [0.835]
Rule 45/64: (19.2/2.5, lift 9.2)
PC2 > 2.57978
PC18 > -0.4683644
PC22 > -0.2273211
PC86 <= 4.257531
PC90 > 3.218583
-> class 0\|2 [0.834]
Rule 45/65: (121.5/22.4, lift 9.0)
PC10 <= -3.369588
PC18 <= -1.750188
PC20 > -2.544282
PC77 <= 1.007016
-> class 0\|2 [0.810]
Rule 45/66: (23.2/4.1, lift 8.8)
PC15 <= 0.9078955
PC18 > -3.243848
PC18 <= -2.522465
PC43 <= -1.939943
-> class 0\|2 [0.798]
Rule 45/67: (37.5/12.7, lift 7.3)
PC13 > 8.891523
PC18 > -0.4683644
PC22 > -0.2273211
-> class 0\|2 [0.654]
Rule 45/68: (63.9, lift 11.3)
PC4 <= 10.01577
PC16 > -1.322452
PC18 > -0.4683644
PC20 <= -4.546392
PC35 <= 0.5308881
PC79 <= 1.733159
-> class 0\|3 [0.985]
Rule 45/69: (56.5, lift 11.3)
PC2 > 2.57978
PC3 <= 1.640775
PC20 > -4.546392
PC22 <= -0.2273211
PC47 > 2.388013
-> class 0\|3 [0.983]
Rule 45/70: (37.4, lift 11.2)
PC2 > 2.57978
PC3 <= 1.640775
PC18 > -0.4683644
PC47 > 4.410915
-> class 0\|3 [0.975]
Rule 45/71: (30, lift 11.1)
PC2 > 2.57978
PC3 <= 1.640775
PC10 <= 8.172514
PC18 > -0.4683644
PC18 <= 1.224285
PC22 <= -0.2273211
PC48 > 0.5140868
-> class 0\|3 [0.969]
Rule 45/72: (23.5, lift 11.0)
PC15 <= 0.8067278
PC18 <= -1.750188
PC43 > -1.939943
PC79 <= -3.272041
-> class 0\|3 [0.961]
Rule 45/73: (45.8/1.4, lift 10.9)
PC3 <= 1.640775
PC18 <= -1.750188
PC29 > -6.471094
PC50 <= -1.336283
-> class 0\|3 [0.949]
Rule 45/74: (52.8/2.8, lift 10.7)
PC2 > 2.57978
PC3 <= 1.640775
PC4 <= 10.01577
PC20 > -4.546392
PC22 <= -0.2273211
PC40 <= -1.122004
PC87 > 0.3641948
-> class 0\|3 [0.931]
Rule 45/75: (6.7, lift 10.1)
PC18 <= -0.4683644
PC28 > 3.778366
PC44 <= 0.7241517
PC77 <= 0.2605191
-> class 0\|3 [0.881]
Rule 45/76: (83.2/10.6, lift 9.9)
PC2 > 2.57978
PC2 <= 6.300215
PC3 <= 1.640775
PC20 > -4.546392
PC22 <= -0.2273211
PC40 <= -1.122004
PC59 <= -0.330136
-> class 0\|3 [0.863]
Rule 45/77: (102.7/14.3, lift 9.8)
PC2 > 2.57978
PC3 <= 1.640775
PC22 <= -0.2273211
PC67 <= -0.3456746
-> class 0\|3 [0.854]
Rule 45/78: (12.2/1.6, lift 9.3)
PC1 <= -0.1814509
PC2 > 0.7056494
PC2 <= 2.57978
PC8 <= 0.08273966
-> class 0\|3 [0.816]
Rule 45/79: (55.5/16, lift 8.1)
PC2 > 2.57978
PC3 <= 1.640775
PC4 <= 10.01577
PC86 > 4.257531
-> class 0\|3 [0.704]
Rule 45/80: (21/6.2, lift 7.9)
PC15 > 0.8067278
PC18 <= -1.750188
PC53 > 1.954918
-> class 0\|3 [0.686]
Rule 45/81: (2936.9/1408.2, lift 6.0)
PC2 > 2.57978
PC3 <= 1.640775
PC18 <= -0.4683644
-> class 0\|3 [0.520]
Rule 45/82: (106.3, lift 20.0)
PC1 > -0.4334595
PC14 <= -1.848327
PC94 <= -0.1697897
-> class 1\|0 [0.991]
Rule 45/83: (207.4/2.2, lift 19.9)
PC1 > 21.75816
PC16 > -1.955825
PC35 > -0.5249
PC68 <= 1.012451
-> class 1\|0 [0.985]
Rule 45/84: (284.3/5.6, lift 19.7)
PC1 > -0.4334595
PC2 <= 2.57978
PC5 <= 12.1829
PC6 <= 5.1094
PC9 > -0.7849584
PC10 <= 1.135202
PC16 <= -1.955825
PC29 > 0.03516444
PC70 <= 0.3006999
PC90 <= 0.5817778
PC91 > -0.5243187
-> class 1\|0 [0.977]
Rule 45/85: (53.3/0.9, lift 19.5)
PC2 > 2.57978
PC3 > 1.640775
PC18 <= 0.7362046
PC20 > -0.4269084
PC62 <= -1.092129
PC77 <= 0.6827924
PC92 <= 0.4289787
-> class 1\|0 [0.965]
Rule 45/86: (129.5/8.5, lift 18.8)
PC4 <= 0.6493767
PC11 <= 1.243502
PC12 > 2.808892
PC14 <= -1.624508
PC16 <= -1.955825
PC71 <= 0.2716605
-> class 1\|0 [0.928]
Rule 45/87: (39.8/2.4, lift 18.5)
PC2 > 2.57978
PC3 > 1.640775
PC51 > -0.3034294
PC60 > 0.8443592
-> class 1\|0 [0.918]
Rule 45/88: (169.1/14.6, lift 18.4)
PC1 > -0.4334595
PC2 <= 2.57978
PC5 <= 12.1829
PC6 <= 5.1094
PC11 <= 1.243502
PC16 <= -1.955825
PC35 <= -0.02292054
PC86 > -2.373453
-> class 1\|0 [0.909]
Rule 45/89: (70.6/5.9, lift 18.3)
PC1 > -0.1814509
PC1 <= 0.3597013
PC2 <= 2.57978
PC16 <= 0.8572028
PC32 <= 1.511098
PC56 <= -0.2345833
-> class 1\|0 [0.905]
Rule 45/90: (22.3/1.7, lift 17.9)
PC2 > 2.57978
PC3 > 1.640775
PC39 > 0.6296899
PC50 > -0.320051
-> class 1\|0 [0.888]
Rule 45/91: (185.7/20.8, lift 17.9)
PC16 <= -5.274351
PC51 > 0.6593579
-> class 1\|0 [0.884]
Rule 45/92: (242/50.1, lift 16.0)
PC1 > 7.833367
PC7 > 2.844908
PC14 > -1.848327
PC16 > -1.955825
-> class 1\|0 [0.791]
Rule 45/93: (17.5/5.1, lift 13.8)
PC2 > 2.57978
PC3 > 1.640775
PC24 > 3.18247
PC50 > -0.320051
PC51 > -0.3034294
-> class 1\|0 [0.685]
Rule 45/94: (156.5/0.1, lift 15.4)
PC5 > 12.1829
PC16 <= -1.955825
PC95 > -0.0869053
-> class 1\|1 [0.993]
Rule 45/95: (110.5, lift 15.4)
PC1 > -0.4334595
PC5 <= 12.1829
PC11 <= 1.243502
PC16 <= -1.955825
PC91 <= -0.5243187
-> class 1\|1 [0.991]
Rule 45/96: (106.8, lift 15.4)
PC2 <= 2.57978
PC11 <= 1.243502
PC16 <= -1.955825
PC90 > 0.5817778
-> class 1\|1 [0.991]
Rule 45/97: (105.3, lift 15.4)
PC3 > 1.640775
PC16 <= -5.274351
PC51 <= 0.6593579
-> class 1\|1 [0.991]
Rule 45/98: (165/0.8, lift 15.3)
PC3 > 1.640775
PC4 <= -2.247588
PC15 > 0.4240936
PC51 <= -0.3034294
-> class 1\|1 [0.989]
Rule 45/99: (92.4, lift 15.3)
PC2 > 2.57978
PC3 > 1.640775
PC15 > 0.4240936
PC38 > 0.07944629
-> class 1\|1 [0.989]
Rule 45/100: (112.7/0.5, lift 15.3)
PC1 > -0.4334595
PC2 <= 2.57978
PC9 > -0.7849584
PC16 <= -1.955825
PC29 > 0.03516444
PC70 > 0.3006999
PC91 > -0.5243187
-> class 1\|1 [0.987]
Rule 45/101: (63.5, lift 15.3)
PC1 > 7.833367
PC1 <= 21.75816
PC7 <= 2.844908
PC16 > -1.955825
PC18 > 0.1652419
-> class 1\|1 [0.985]
Rule 45/102: (61.2, lift 15.3)
PC1 > 7.833367
PC1 <= 21.75816
PC3 <= 0.09497605
PC7 <= 2.844908
PC8 > -4.616251
PC16 > -1.955825
PC19 > -1.592258
-> class 1\|1 [0.984]
Rule 45/103: (56.7, lift 15.3)
PC1 > -0.3366674
PC5 <= 12.1829
PC6 > 5.1094
PC11 <= 1.243502
PC12 <= 2.808892
PC16 <= -1.955825
-> class 1\|1 [0.983]
Rule 45/104: (69.7/0.4, lift 15.2)
PC1 > 21.75816
PC68 > 1.012451
-> class 1\|1 [0.981]
Rule 45/105: (47.2, lift 15.2)
PC1 > -0.3366674
PC5 <= 12.1829
PC6 > 5.1094
PC11 <= 1.243502
PC14 > -1.624508
PC16 <= -1.955825
-> class 1\|1 [0.980]
Rule 45/106: (102.5/1.7, lift 15.1)
PC8 > 1.687932
PC16 <= -5.274351
-> class 1\|1 [0.974]
Rule 45/107: (30.2, lift 15.0)
PC2 <= 2.57978
PC9 > -0.7849584
PC10 <= 1.135202
PC16 <= -1.955825
PC29 <= 0.03516444
PC35 > -0.02292054
PC86 > -2.373453
-> class 1\|1 [0.969]
Rule 45/108: (27.2, lift 15.0)
PC3 > 1.640775
PC16 > -5.274351
PC18 > 0.7362046
PC60 <= 0.8443592
-> class 1\|1 [0.966]
Rule 45/109: (42.5/1, lift 14.8)
PC4 > 0.6493767
PC6 > 5.1094
PC11 <= 1.243502
PC16 <= -1.955825
-> class 1\|1 [0.955]
Rule 45/110: (19.7, lift 14.8)
PC2 > 2.57978
PC3 > 1.640775
PC20 <= -0.4269084
PC39 <= 0.6296899
PC62 <= -1.092129
-> class 1\|1 [0.954]
Rule 45/111: (18.4, lift 14.8)
PC2 > 2.57978
PC3 > 1.640775
PC16 > -5.274351
PC18 <= 0.7362046
PC50 > -0.320051
PC51 > -0.3034294
PC77 > 0.6827924
-> class 1\|1 [0.951]
Rule 45/112: (44.8/1.5, lift 14.7)
PC1 > -0.1814509
PC2 <= 2.57978
PC8 > -4.616251
PC16 > -1.955825
PC16 <= 0.8572028
PC82 <= -0.5927215
-> class 1\|1 [0.947]
Rule 45/113: (14.1, lift 14.6)
PC5 <= 12.1829
PC6 > 5.1094
PC11 <= 1.243502
PC16 <= -1.955825
PC71 > 0.2716605
-> class 1\|1 [0.938]
Rule 45/114: (62.9/3.3, lift 14.5)
PC1 > -0.1814509
PC1 <= 0.3597013
PC2 <= 2.57978
PC3 > 0.09497605
PC16 > -1.955825
PC16 <= 0.8572028
PC32 <= 1.511098
PC56 > -0.2345833
-> class 1\|1 [0.934]
Rule 45/115: (21.2/0.6, lift 14.4)
PC2 > 2.57978
PC3 > 1.640775
PC16 > -5.274351
PC20 > -0.4269084
PC51 > -0.3034294
PC92 > 0.4289787
-> class 1\|1 [0.931]
Rule 45/116: (453.3/35.2, lift 14.3)
PC2 > 2.57978
PC3 > 1.640775
PC16 > -5.274351
PC24 <= 3.18247
PC39 <= 0.6296899
PC50 > -0.320051
PC51 > -0.3034294
PC60 <= 0.8443592
PC62 > -1.092129
-> class 1\|1 [0.920]
Rule 45/117: (8.2, lift 14.0)
PC2 <= 2.57978
PC6 <= 5.1094
PC10 > 1.135202
PC11 <= 1.243502
PC16 <= -1.955825
-> class 1\|1 [0.902]
Rule 45/118: (54.2/5.3, lift 13.8)
PC1 > 21.75816
PC35 <= -0.5249
-> class 1\|1 [0.888]
Rule 45/119: (5.5, lift 13.5)
PC1 > -0.4334595
PC5 <= 12.1829
PC16 <= -1.955825
PC86 <= -2.373453
-> class 1\|1 [0.867]
Rule 45/120: (37.9/4.7, lift 13.3)
PC1 > -0.4334595
PC9 > -0.7849584
PC11 > 1.243502
PC16 <= -1.955825
-> class 1\|1 [0.856]
Rule 45/121: (11.8/1.3, lift 13.0)
PC1 <= 21.75816
PC2 <= 2.57978
PC3 > 0.09497605
PC13 <= -0.139403
PC16 > -1.955825
PC16 <= 0.8572028
PC39 > 0.3763422
-> class 1\|1 [0.836]
Rule 45/122: (57.5/18.4, lift 10.4)
PC1 > -0.1814509
PC14 <= -1.848327
PC16 > -1.955825
PC94 > -0.1697897
-> class 1\|1 [0.673]
Rule 45/123: (35.3/18.8, lift 7.3)
PC1 > -0.4334595
PC3 > 0.09497605
PC14 > -1.848327
PC16 > -1.955825
PC16 <= 0.8572028
PC48 > 0.6548464
-> class 1\|1 [0.468]
Rule 45/124: (166.3, lift 16.4)
PC2 <= 2.57978
PC3 > 0.09497605
PC5 > 2.990929
PC14 > -1.848327
PC16 > 0.8572028
PC65 <= 1.003645
-> class 1\|2 [0.994]
Rule 45/125: (97.9, lift 16.4)
PC2 > 2.57978
PC3 > 1.640775
PC15 > -0.4500476
PC15 <= 0.4240936
PC51 <= -0.3034294
-> class 1\|2 [0.990]
Rule 45/126: (62.8, lift 16.3)
PC1 > -0.1814509
PC2 <= 2.57978
PC4 <= -1.724814
PC16 > -1.955825
PC82 > -0.5927215
-> class 1\|2 [0.985]
Rule 45/127: (129.4/1.3, lift 16.2)
PC1 > 7.833367
PC1 <= 21.75816
PC3 <= 0.09497605
PC7 <= 2.844908
PC8 > -4.616251
PC18 <= 0.1652419
PC19 <= -1.592258
-> class 1\|2 [0.983]
Rule 45/128: (79.5/0.4, lift 16.2)
PC2 > 2.57978
PC6 <= -3.673249
PC15 <= -0.4500476
PC31 <= 0.02175204
-> class 1\|2 [0.983]
Rule 45/129: (49.1, lift 16.2)
PC1 > -0.4334595
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > -1.848327
PC16 > 0.8572028
PC89 <= -0.1980517
PC100 > 0.07582099
-> class 1\|2 [0.980]
Rule 45/130: (144.8/2.2, lift 16.2)
PC1 > 1.238194
PC3 > 0.09497605
PC13 <= -0.03069899
PC14 > -1.848327
PC16 > 0.8572028
PC47 <= 0.9877267
PC100 <= 0.3512199
-> class 1\|2 [0.979]
Rule 45/131: (38.1, lift 16.1)
PC3 > 1.640775
PC15 <= -0.4500476
PC51 <= -0.3034294
PC55 > 0.6304926
-> class 1\|2 [0.975]
Rule 45/132: (33.8, lift 16.1)
PC1 > 0.3597013
PC3 > 0.09497605
PC4 > -1.724814
PC16 <= 0.8572028
PC48 <= 0.6548464
PC83 <= -0.5269067
-> class 1\|2 [0.972]
Rule 45/133: (34, lift 16.1)
PC3 > 1.640775
PC4 <= -2.384496
PC15 <= -0.4500476
-> class 1\|2 [0.972]
Rule 45/134: (106.5/2.6, lift 16.0)
PC1 > 0.3597013
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > -1.848327
PC16 > -1.955825
PC48 <= 0.6548464
PC82 > -0.5927215
PC97 <= -0.8605416
-> class 1\|2 [0.967]
Rule 45/135: (32.7/0.3, lift 15.9)
PC1 > -0.4334595
PC1 <= 21.75816
PC16 > 0.8572028
PC66 <= -0.3726602
PC100 > 0.08040742
PC100 <= 0.3512199
-> class 1\|2 [0.964]
Rule 45/136: (23.9, lift 15.9)
PC1 > -0.4334595
PC3 > 0.09497605
PC5 <= 2.990929
PC16 > -1.955825
PC35 > 0.785134
PC100 <= 0.3512199
-> class 1\|2 [0.961]
Rule 45/137: (22.8, lift 15.9)
PC1 > -0.4334595
PC8 > -4.616251
PC16 > -1.955825
PC41 > 4.031186
-> class 1\|2 [0.960]
Rule 45/138: (210.5/7.7, lift 15.9)
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > -1.848327
PC14 <= 0.6673606
PC16 > 0.8572028
PC26 > -0.771329
PC56 > -0.6419484
PC80 > -1.360059
PC100 > 0.3512199
-> class 1\|2 [0.959]
Rule 45/139: (75/3.5, lift 15.6)
PC2 > 2.57978
PC3 > 1.640775
PC4 > -2.247588
PC15 > -0.4500476
PC38 <= 0.07944629
PC41 <= 1.642845
PC51 <= -0.3034294
-> class 1\|2 [0.942]
Rule 45/140: (13.5/0.1, lift 15.3)
PC2 > 2.57978
PC3 > 1.640775
PC50 <= -0.320051
PC51 > -0.3034294
-> class 1\|2 [0.929]
Rule 45/141: (9.7, lift 15.1)
PC1 > -0.4334595
PC2 <= 2.57978
PC8 <= -4.616251
PC25 <= -0.2304425
-> class 1\|2 [0.915]
Rule 45/142: (246.7/23.1, lift 14.9)
PC1 > 0.3597013
PC2 <= 2.57978
PC3 > 0.09497605
PC13 <= -0.139403
PC14 > -1.848327
PC16 > -1.955825
PC16 <= 0.8572028
PC39 <= 0.3763422
PC48 <= 0.6548464
PC82 > -0.5927215
-> class 1\|2 [0.903]
Rule 45/143: (6.7, lift 14.6)
PC5 > 12.1829
PC16 <= -1.955825
PC95 <= -0.0869053
-> class 1\|2 [0.886]
Rule 45/144: (5.5, lift 14.3)
PC1 > -0.4334595
PC2 <= 2.57978
PC8 > -4.616251
PC16 > -1.955825
PC100 > 0.07582099
PC100 <= 0.08040742
-> class 1\|2 [0.866]
Rule 45/145: (5.4, lift 14.3)
PC1 > -0.1814509
PC1 <= 0.3597013
PC2 <= 2.57978
PC3 > 0.09497605
PC16 <= 0.8572028
PC32 > 1.511098
-> class 1\|2 [0.865]
Rule 45/146: (76.6/10.8, lift 14.1)
PC1 > -0.4334595
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > -1.848327
PC16 > 0.8572028
PC60 <= -0.7636853
PC100 <= 0.3512199
-> class 1\|2 [0.850]
Rule 45/147: (21/3.6, lift 13.2)
PC1 > -0.4334595
PC1 <= -0.1814509
PC8 <= 0.08273966
PC41 > 0.7826157
-> class 1\|2 [0.800]
Rule 45/148: (21.8/5.7, lift 11.9)
PC1 > -0.4334595
PC2 <= 2.57978
PC9 <= -0.7849584
PC16 <= -1.955825
-> class 1\|2 [0.720]
Rule 45/149: (9.9/3.5, lift 10.3)
PC1 <= 7.833367
PC3 <= 0.09497605
PC5 <= -4.443321
PC16 > -1.955825
-> class 1\|2 [0.622]
Rule 45/150: (369.7/0.7, lift 14.1)
PC1 <= 1.238194
PC2 <= 2.57978
PC3 > 0.7816898
PC16 > 0.8572028
PC35 <= 0.785134
PC41 <= 4.031186
PC60 > -0.7636853
PC100 <= 0.07582099
-> class 1\|3 [0.995]
Rule 45/151: (82.9, lift 14.0)
PC2 > 2.57978
PC3 > 1.640775
PC4 > -2.384496
PC6 > -3.673249
PC15 <= -0.4500476
PC55 <= 0.6304926
-> class 1\|3 [0.988]
Rule 45/152: (71.9/0.2, lift 13.9)
PC1 <= 1.238194
PC2 <= 2.57978
PC3 > 0.7816898
PC16 > 0.8572028
PC60 > -0.7636853
PC66 > -0.3726602
PC89 > -0.1980517
PC100 > 0.08040742
PC100 <= 0.3512199
-> class 1\|3 [0.983]
Rule 45/153: (133/1.8, lift 13.9)
PC1 > 0.3597013
PC2 <= 2.57978
PC3 > 0.09497605
PC4 > -1.724814
PC8 > -4.616251
PC13 > -0.139403
PC16 > -1.955825
PC16 <= 0.8572028
PC48 <= 0.6548464
PC83 > -0.5269067
PC97 > -0.8605416
-> class 1\|3 [0.979]
Rule 45/154: (132.1/9.2, lift 13.1)
PC1 > -0.1814509
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > 0.6673606
PC16 > 0.8572028
-> class 1\|3 [0.924]
Rule 45/155: (20.7/0.9, lift 13.0)
PC1 > -0.1814509
PC3 > 0.09497605
PC5 <= 2.990929
PC16 > 0.8572028
PC56 <= -0.6419484
PC100 > 0.3512199
-> class 1\|3 [0.917]
Rule 45/156: (6.1, lift 12.4)
PC2 <= 2.57978
PC3 > 0.09497605
PC14 > -1.848327
PC16 > 0.8572028
PC80 <= -1.360059
PC100 > 0.3512199
-> class 1\|3 [0.874]
Rule 45/157: (19.9/1.8, lift 12.4)
PC1 > -0.4334595
PC2 <= 2.57978
PC3 > 0.09497605
PC16 > -1.955825
PC65 > 1.003645
-> class 1\|3 [0.874]
Rule 45/158: (230.7/49.7, lift 11.1)
PC3 > 1.640775
PC15 <= -0.4500476
PC31 > 0.02175204
PC51 <= -0.3034294
-> class 1\|3 [0.782]
Rule 45/159: (2697.3/1522.7, lift 6.2)
PC1 > -0.4334595
PC2 <= 2.57978
PC16 > -1.955825
PC43 <= 0.2371628
PC56 <= 0.2579809
-> class 1\|3 [0.436]
Rule 45/160: (467.3/9.3, lift 15.6)
PC8 > 2.293971
PC12 > -1.318698
PC16 <= 0.6382234
PC20 <= 0.005586031
PC29 <= 0.2034334
PC39 <= 0.8002831
PC42 > -0.3827201
PC56 <= 0.5347223
PC60 > -0.4655866
PC70 <= 0.08980133
PC71 <= 0.9115143
PC74 > -0.5635044
PC100 > -0.6044958
-> class 2\|0 [0.978]
Rule 45/161: (22.3, lift 15.3)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= -0.1738288
PC57 > 0.8549603
-> class 2\|0 [0.959]
Rule 45/162: (58.5/1.9, lift 15.2)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= -0.1738288
PC83 > 0.272599
-> class 2\|0 [0.952]
Rule 45/163: (23.5/1.5, lift 14.4)
PC1 > -0.4334595
PC1 <= -0.1814509
PC2 <= 2.57978
PC8 > 0.08273966
PC16 > -1.955825
PC43 > 0.2371628
PC56 <= 0.2579809
-> class 2\|0 [0.903]
Rule 45/164: (46.2/7.1, lift 13.3)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= -0.1738288
PC68 > -0.3550116
PC92 <= 0.3201515
-> class 2\|0 [0.832]
Rule 45/165: (57.9/15.7, lift 11.5)
PC1 > -0.4334595
PC1 <= 7.833367
PC2 <= 2.57978
PC3 <= 0.09497605
PC8 > -4.616251
PC14 > -1.848327
PC16 > -1.955825
PC44 > 1.164803
-> class 2\|0 [0.721]
Rule 45/166: (85/40.7, lift 8.3)
PC2 <= 2.57978
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.293971
PC24 <= 0.9605203
PC44 > 0.6074791
PC83 <= -0.445406
-> class 2\|0 [0.521]
Rule 45/167: (1298.5/623.6, lift 8.3)
PC1 <= -0.4334595
PC8 > 2.293971
-> class 2\|0 [0.520]
Rule 45/168: (176.7, lift 10.3)
PC2 <= 2.57978
PC8 > 1.524369
PC8 <= 2.293971
PC10 > -0.1738288
PC24 <= 1.571487
PC33 > -0.2940664
PC33 <= 0.3017249
PC37 > -0.3321204
PC42 > -0.8512377
PC44 <= 0.6074791
PC98 <= 0.6805522
-> class 2\|1 [0.994]
Rule 45/169: (144.3, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC42 > -0.3827201
PC45 > -0.1960905
PC60 <= -0.4655866
PC94 > -0.1226157
-> class 2\|1 [0.993]
Rule 45/170: (112.4, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC19 > -0.06375658
PC60 <= -0.4655866
-> class 2\|1 [0.991]
Rule 45/171: (93, lift 10.2)
PC2 <= 2.57978
PC3 <= -0.0687524
PC8 > -0.2273773
PC89 <= 0.4044438
PC90 <= 0.6808016
PC94 > 0.8874819
-> class 2\|1 [0.989]
Rule 45/172: (86.4/0.3, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC99 > 1.33899
-> class 2\|1 [0.986]
Rule 45/173: (56.4, lift 10.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC62 > 1.289482
-> class 2\|1 [0.983]
Rule 45/174: (51.7, lift 10.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC56 > 0.5347223
-> class 2\|1 [0.981]
Rule 45/175: (48.6, lift 10.1)
PC2 <= 2.57978
PC3 <= -0.0687524
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC45 > 0.3485494
PC62 > -1.27519
PC78 <= 0.324953
-> class 2\|1 [0.980]
Rule 45/176: (46.4, lift 10.1)
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC44 <= 0.6074791
PC65 > 1.138157
PC99 <= 1.33899
-> class 2\|1 [0.979]
Rule 45/177: (43.9, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.57978
PC12 <= -2.15299
PC26 <= -3.325578
-> class 2\|1 [0.978]
Rule 45/178: (36.5, lift 10.1)
PC2 <= 2.57978
PC8 > -2.34682
PC14 <= -3.562955
-> class 2\|1 [0.974]
Rule 45/179: (27.9, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC71 > 0.9115143
-> class 2\|1 [0.967]
Rule 45/180: (48.4/0.7, lift 10.0)
PC8 > -2.34682
PC9 > 10.07783
PC13 <= 0.1217568
-> class 2\|1 [0.966]
Rule 45/181: (226.9/6.7, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC12 <= 1.915311
PC16 > -1.830509
PC20 > 0.005586031
PC40 > -1.646721
-> class 2\|1 [0.966]
Rule 45/182: (85.5/2, lift 10.0)
PC2 <= 2.57978
PC3 <= -0.0687524
PC4 <= 0.25686
PC8 > 0.04513648
PC10 > -0.1738288
PC12 > -2.15299
PC28 <= -0.04617634
PC37 <= 0.5078054
PC44 <= 0.6074791
PC46 > -0.3454094
PC78 <= 0.324953
PC89 <= 0.4044438
-> class 2\|1 [0.965]
Rule 45/183: (125.7/3.8, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= -0.1738288
PC37 > -0.3553049
PC57 <= 0.8549603
PC68 <= -0.3550116
PC71 > -0.9767009
PC83 <= 0.272599
-> class 2\|1 [0.963]
Rule 45/184: (25.9, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC39 > 0.8002831
-> class 2\|1 [0.963]
Rule 45/185: (84.1/2.5, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC3 > -0.0687524
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC12 > -2.15299
PC44 <= 0.6074791
-> class 2\|1 [0.960]
Rule 45/186: (180.3/6.5, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC12 > -2.15299
PC22 > -1.070443
PC28 > -0.04617634
PC44 <= 0.6074791
PC46 > -0.3454094
PC55 > -0.7205731
PC55 <= 0.5927621
PC62 > -1.27519
PC78 <= 0.324953
PC80 > -0.2861524
PC84 > -0.4685264
PC89 <= 0.4044438
PC92 <= 0.2549533
-> class 2\|1 [0.959]
Rule 45/187: (20.3, lift 9.9)
PC2 <= 2.57978
PC8 > -0.2273773
PC44 <= 0.6074791
PC62 > 3.121161
-> class 2\|1 [0.955]
Rule 45/188: (26.8/0.3, lift 9.9)
PC1 > -0.4334595
PC1 <= -0.1814509
PC2 <= 2.57978
PC8 > 0.08273966
PC56 > 0.2579809
-> class 2\|1 [0.955]
Rule 45/189: (19, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC4 > -0.0364825
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 2.293971
PC12 > -2.15299
PC89 > 0.4044438
-> class 2\|1 [0.952]
Rule 45/190: (94.5/3.6, lift 9.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC35 <= -0.8359504
-> class 2\|1 [0.952]
Rule 45/191: (27.6/0.7, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC12 > -2.15299
PC34 > 0.7733741
PC78 > 0.324953
-> class 2\|1 [0.944]
Rule 45/192: (38.2/1.2, lift 9.8)
PC1 <= -0.4334595
PC8 > 2.293971
PC12 > -1.318698
PC21 <= 0.938319
PC42 > -0.3827201
PC70 > 0.08980133
PC100 > -0.6044958
-> class 2\|1 [0.944]
Rule 45/193: (93.7/5, lift 9.7)
PC1 <= -0.4334595
PC8 > 2.293971
PC12 <= -1.318698
PC60 > -0.4655866
-> class 2\|1 [0.937]
Rule 45/194: (162.2/11.9, lift 9.5)
PC1 <= -0.4334595
PC7 <= 1.332249
PC8 > 2.293971
PC14 > -1.794212
PC42 <= -0.3827201
PC99 > -1.292652
-> class 2\|1 [0.922]
Rule 45/195: (10.5, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC12 <= -2.15299
PC44 <= 0.6074791
PC76 > 0.3151669
-> class 2\|1 [0.920]
Rule 45/196: (45.1/3.5, lift 9.4)
PC1 <= -0.4334595
PC8 > 2.293971
PC74 <= -0.5635044
PC100 > -0.6044958
-> class 2\|1 [0.905]
Rule 45/197: (88.2/7.8, lift 9.3)
PC2 <= -9.236844
-> class 2\|1 [0.902]
Rule 45/198: (34.2/2.7, lift 9.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC20 <= 0.005586031
PC75 > 0.3067021
PC100 <= -0.6044958
-> class 2\|1 [0.897]
Rule 45/199: (6.7, lift 9.2)
PC8 > -2.34682
PC8 <= -0.2273773
PC9 > 10.07783
PC100 > 3.031807
-> class 2\|1 [0.885]
Rule 45/200: (20.9/1.7, lift 9.1)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC24 <= 1.571487
PC44 <= 0.6074791
PC100 > 1.709504
-> class 2\|1 [0.881]
Rule 45/201: (49.7/5.6, lift 9.0)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC10 > -0.1738288
PC44 <= 0.6074791
PC59 <= -0.6592996
-> class 2\|1 [0.872]
Rule 45/202: (13.4/1.3, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC10 <= -0.5552376
-> class 2\|1 [0.852]
Rule 45/203: (137.3/19.7, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC9 > -3.60995
PC10 > -0.1738288
PC24 <= 0.9605203
PC44 > 0.6074791
PC83 > -0.445406
-> class 2\|1 [0.851]
Rule 45/204: (47.8/6.5, lift 8.8)
PC1 > -0.1814509
PC1 <= 7.833367
PC3 <= 0.09497605
PC5 > -4.443321
PC8 > 0.0576438
PC14 > -1.848327
PC57 <= -0.2449477
PC89 <= 0.6562743
-> class 2\|1 [0.849]
Rule 45/205: (73.3/10.8, lift 8.7)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.1738288
PC12 > -2.15299
PC46 <= -0.3454094
PC100 <= 1.709504
-> class 2\|1 [0.844]
Rule 45/206: (33.6/8.5, lift 7.6)
PC1 <= -0.4334595
PC2 <= 2.57978
PC4 > 0.25686
PC8 > -0.2273773
-> class 2\|1 [0.733]
Rule 45/207: (45.3/13.1, lift 7.3)
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC9 <= 10.07783
PC11 > -4.060817
PC16 <= 1.947675
PC26 <= 3.593514
PC58 > -0.9946324
PC63 > 0.06488332
PC85 <= 2.262085
PC87 <= -0.8339931
-> class 2\|1 [0.701]
Rule 45/208: (119.6, lift 9.8)
PC2 <= 2.57978
PC4 <= -0.0364825
PC8 > -0.2273773
PC8 <= 1.524369
PC44 <= 0.6074791
PC46 > -0.3454094
PC59 > -0.6592996
PC62 <= 3.121161
PC65 <= 1.138157
PC89 > 0.4044438
PC97 <= 0.2846242
PC99 <= 1.33899
-> class 2\|2 [0.991]
Rule 45/209: (114/1.2, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -0.2273773
PC8 <= 1.524369
PC12 > -2.15299
PC22 <= -1.070443
PC28 > -0.04617634
PC46 > -0.3454094
PC55 <= 0.8046482
PC59 > -0.6592996
PC94 <= 0.8874819
-> class 2\|2 [0.981]
Rule 45/210: (44.4, lift 9.6)
PC1 > -0.1814509
PC1 <= 7.833367
PC3 <= 0.09497605
PC8 <= 0.0576438
PC11 <= 2.046466
PC16 > -1.955825
PC83 <= -0.1538208
-> class 2\|2 [0.978]
Rule 45/211: (30.5, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC11 > -4.060817
PC24 > -0.5368495
PC58 > -0.9946324
PC79 > 0.5394546
-> class 2\|2 [0.969]
Rule 45/212: (7.3, lift 8.8)
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC25 > 0.2228285
PC58 <= -0.9946324
-> class 2\|2 [0.893]
Rule 45/213: (7.4, lift 8.8)
PC8 <= -2.34682
PC9 > 6.905536
PC26 > 1.716732
PC44 <= 0.9869432
PC67 > -8.675401
PC89 <= 0.4358049
-> class 2\|2 [0.893]
Rule 45/214: (12.3/1.6, lift 8.0)
PC1 <= -0.4334595
PC8 <= -2.34682
PC38 <= 0.168578
PC44 <= 0.9869432
PC59 <= 0.668458
PC88 <= 1.028325
PC94 <= -1.561759
-> class 2\|2 [0.816]
Rule 45/215: (35.7/6.4, lift 7.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC20 > 0.005586031
PC40 <= -1.646721
-> class 2\|2 [0.803]
Rule 45/216: (13236.8/11423.1, lift 1.4)
PC1 <= -0.4334595
PC11 > -4.060817
-> class 2\|2 [0.137]
Rule 45/217: (14252.4/12498.6, lift 1.2)
PC3 <= 0.09497605
-> class 2\|2 [0.123]
Rule 45/218: (89.3, lift 9.0)
PC2 <= 2.57978
PC8 <= -0.2273773
PC11 > -4.060817
PC44 <= 0.9869432
PC72 > -0.504717
PC85 > 0.06851667
PC89 > 0.598175
PC93 <= 0.4416389
-> class 2\|3 [0.989]
Rule 45/219: (186.6/1.7, lift 9.0)
PC1 <= -0.4334595
PC8 <= -2.34682
PC16 > 0.4114715
PC38 <= 0.168578
PC67 > -0.7200569
PC68 > -1.82776
-> class 2\|3 [0.986]
Rule 45/220: (135.3/1, lift 9.0)
PC1 <= -0.4334595
PC8 > -2.34682
PC8 <= -0.2273773
PC9 <= 10.07783
PC10 > -0.5552376
PC21 <= 3.22876
PC24 > -0.5368495
PC24 <= 0.8893464
PC29 <= 0.2788967
PC44 > 0.4365815
PC45 <= 0.424736
PC60 > -0.897952
PC63 <= 0.06488332
PC88 <= 0.3967604
-> class 2\|3 [0.986]
Rule 45/221: (146.8/1.4, lift 9.0)
PC2 <= 2.57978
PC8 <= -2.34682
PC17 <= -0.3912565
PC38 <= 0.168578
PC44 <= 0.9869432
PC49 <= -0.002580408
PC68 > -1.82776
-> class 2\|3 [0.984]
Rule 45/222: (55.2, lift 9.0)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC24 > -0.5368495
PC26 <= 3.593514
PC45 <= 0.424736
PC55 <= -0.9323016
PC63 <= 0.06488332
-> class 2\|3 [0.983]
Rule 45/223: (178/2, lift 9.0)
PC1 <= -0.4334595
PC8 <= -2.34682
PC11 > -4.060817
PC42 <= 0.2460434
PC44 <= 0.9869432
PC49 > -0.002580408
PC55 > -0.3730481
PC72 > -0.504717
PC85 > 0.06851667
PC93 <= 0.4416389
-> class 2\|3 [0.983]
Rule 45/224: (66.9/0.2, lift 9.0)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC12 > 2.574274
PC19 > -2.882286
PC32 <= 1.524166
PC40 > -0.713052
PC63 <= 0.06488332
PC89 > -0.2461074
-> class 2\|3 [0.983]
Rule 45/225: (53.1, lift 8.9)
PC1 > -0.1814509
PC1 <= 7.833367
PC3 <= 0.09497605
PC5 > -4.443321
PC8 > -4.616251
PC8 <= 0.0576438
PC44 <= 1.164803
PC56 > 0.01577579
PC79 <= 0.6426493
PC83 > -0.1538208
-> class 2\|3 [0.982]
Rule 45/226: (53.7, lift 8.9)
PC1 <= -0.4334595
PC6 <= 1.580282
PC8 <= -2.34682
PC38 > 0.168578
PC68 > -1.82776
PC99 <= -0.7223927
-> class 2\|3 [0.982]
Rule 45/227: (50.1, lift 8.9)
PC8 <= -0.2273773
PC35 > 2.158967
PC40 > -0.713052
PC63 <= 0.06488332
-> class 2\|3 [0.980]
Rule 45/228: (66.9/0.4, lift 8.9)
PC1 <= -0.4334595
PC8 <= -2.34682
PC11 > -4.060817
PC17 > -0.3912565
PC29 <= 0.3038806
PC44 <= 0.9869432
PC85 <= 0.8082542
PC93 <= 0.4416389
PC99 > 0.7099166
-> class 2\|3 [0.979]
Rule 45/229: (102.9/1.4, lift 8.9)
PC1 <= -0.4334595
PC8 <= -2.34682
PC67 > -8.675401
PC72 <= -0.504717
PC85 > 0.06851667
-> class 2\|3 [0.978]
Rule 45/230: (442.2/8.9, lift 8.9)
PC1 <= -0.4334595
PC8 <= -2.34682
PC19 > -2.424658
PC20 <= 0.7573689
PC26 <= 1.716732
PC38 <= 0.168578
PC44 <= 0.9869432
PC67 > -8.675401
PC85 <= 0.06851667
PC94 > -1.561759
-> class 2\|3 [0.978]
Rule 45/231: (44, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC24 <= 0.8893464
PC29 > 0.01478292
PC60 > -0.897952
PC63 <= 0.06488332
PC83 <= -1.073892
-> class 2\|3 [0.978]
Rule 45/232: (42.2, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC9 <= 10.07783
PC10 > -0.5552376
PC24 > -0.5368495
PC26 <= 3.593514
PC27 <= -0.1490105
PC40 > -0.713052
PC45 <= 0.424736
PC60 > -0.897952
PC63 <= 0.06488332
PC88 <= 0.3967604
PC89 <= -0.2461074
-> class 2\|3 [0.977]
Rule 45/233: (96.4/1.4, lift 8.9)
PC8 <= -2.34682
PC12 > 5.03618
PC59 <= 0.668458
PC68 > -1.82776
-> class 2\|3 [0.976]
Rule 45/234: (41.9, lift 8.9)
PC1 > -0.4334595
PC1 <= 7.833367
PC3 <= 0.09497605
PC5 > -4.443321
PC8 <= 0.0576438
PC11 > 2.046466
PC44 <= 1.164803
PC56 > 0.01577579
PC83 <= -0.1538208
-> class 2\|3 [0.975]
Rule 45/235: (37.9, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC9 <= 10.07783
PC21 <= 3.22876
PC24 > -0.5368495
PC27 <= -0.1490105
PC29 <= 0.2788967
PC51 > 0.2649137
PC60 > -0.897952
PC63 <= 0.06488332
PC88 <= 0.3967604
-> class 2\|3 [0.975]
Rule 45/236: (36.2, lift 8.9)
PC1 <= -0.4334595
PC6 <= 1.580282
PC8 <= -2.34682
PC11 > -4.060817
PC38 > 0.168578
PC58 <= -0.4518657
PC68 > -1.82776
-> class 2\|3 [0.974]
Rule 45/237: (32.9, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC9 <= 10.07783
PC14 > -3.562955
PC16 > 1.947675
PC58 > -0.9946324
PC59 <= 0.668458
-> class 2\|3 [0.971]
Rule 45/238: (84/1.5, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC10 > -0.2222511
PC14 > -3.562955
PC21 > -0.7329502
PC25 <= 0.2228285
PC41 <= 3.233286
PC58 <= -0.9946324
PC68 > -0.7434736
-> class 2\|3 [0.971]
Rule 45/239: (30, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC24 <= 0.8893464
PC27 <= -0.1490105
PC29 <= 0.01478292
PC40 > -0.713052
PC44 <= 0.4365815
PC45 <= 0.424736
PC60 > -0.897952
PC63 <= 0.06488332
PC88 <= 0.3967604
-> class 2\|3 [0.969]
Rule 45/240: (28.3, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC24 > 1.571487
-> class 2\|3 [0.967]
Rule 45/241: (26.5, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC9 <= 10.07783
PC10 > -0.0008777652
PC11 > -4.060817
PC14 > -3.562955
PC19 > -2.882286
PC60 > 0.1102077
PC63 > 0.06488332
PC79 <= -0.08866115
PC87 > -0.8339931
-> class 2\|3 [0.965]
Rule 45/242: (25.7, lift 8.8)
PC2 <= 2.57978
PC8 <= -0.2273773
PC9 <= 10.07783
PC37 <= 0.6603662
PC63 > 0.06488332
PC85 > 2.262085
-> class 2\|3 [0.964]
Rule 45/243: (22.9, lift 8.7)
PC1 <= -0.4334595
PC8 <= -2.34682
PC38 <= 0.168578
PC44 > 0.9869432
PC67 > -8.675401
PC67 <= -0.7200569
-> class 2\|3 [0.958]
Rule 45/244: (20, lift 8.7)
PC1 <= -0.4334595
PC8 <= -0.2273773
PC19 <= -2.424658
PC20 <= 0.7573689
PC24 > 0.7534485
PC38 <= 0.168578
PC85 <= 0.06851667
-> class 2\|3 [0.954]
Rule 45/245: (54.6/1.6, lift 8.7)
PC1 <= -0.4334595
PC8 > -2.34682
PC8 <= -0.2273773
PC19 <= -2.882286
PC55 > -0.5115289
PC55 <= -0.03196046
-> class 2\|3 [0.953]
Rule 45/246: (138.7/5.7, lift 8.7)
PC1 <= -0.4334595
PC6 <= 1.580282
PC8 <= -2.34682
PC11 > -4.060817
PC28 <= 0.1989879
PC38 > 0.168578
PC64 <= -0.2974173
-> class 2\|3 [0.952]
Rule 45/247: (240.4/12.4, lift 8.6)
PC1 <= -0.4334595
PC2 <= 2.57978
PC7 <= 1.036133
PC8 > -2.34682
PC8 <= -0.2273773
PC21 <= 3.22876
PC22 > -2.06298
PC24 <= 0.8893464
PC27 > -0.1490105
PC32 <= 1.524166
PC40 > -0.713052
PC44 <= 0.4212037
PC58 > -0.9946324
PC60 > -0.897952
PC63 <= 0.06488332
PC67 <= 0.9321573
PC73 > -1.055204
PC79 <= 0.5394546
PC88 <= 0.3967604
-> class 2\|3 [0.945]
Rule 45/248: (118.8/6.7, lift 8.5)
PC2 <= 2.57978
PC8 <= -2.34682
PC12 <= 1.221754
PC17 > -0.3912565
PC38 <= 0.168578
PC44 <= 0.9869432
PC49 <= -0.002580408
PC51 <= -0.03930935
PC85 > 0.06851667
PC85 <= 0.8082542
-> class 2\|3 [0.936]
Rule 45/249: (449.6/28.2, lift 8.5)
PC1 <= -0.4334595
PC8 <= -2.34682
PC9 <= 6.905536
PC19 > -2.424658
PC38 <= 0.168578
PC44 <= 0.9869432
PC85 <= 0.06851667
PC89 <= 0.4358049
PC94 > -1.561759
-> class 2\|3 [0.935]
Rule 45/250: (11.8, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC10 > -0.0008777652
PC19 > -2.882286
PC34 <= -0.358234
PC37 <= 0.6603662
PC60 > 0.1102077
PC63 > 0.06488332
-> class 2\|3 [0.928]
Rule 45/251: (141.8/10.3, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.34682
PC38 <= 0.168578
PC67 > -8.675401
PC79 > 0.2627645
-> class 2\|3 [0.921]
Rule 45/252: (10.5, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.34682
PC11 > -4.060817
PC85 > 0.7949203
PC85 <= 0.8082542
-> class 2\|3 [0.919]
Rule 45/253: (9.9, lift 8.3)
PC1 <= -0.4334595
PC11 <= -4.060817
PC22 <= -1.056395
-> class 2\|3 [0.916]
Rule 45/254: (9.3, lift 8.3)
PC2 <= 2.57978
PC8 > -2.34682
PC27 <= -0.1490105
PC44 <= 0.4365815
PC51 <= 0.2649137
PC68 > 2.207328
PC88 <= 0.3967604
-> class 2\|3 [0.911]
Rule 45/255: (117.5/10.8, lift 8.2)
PC1 > -0.1814509
PC8 <= -4.616251
PC25 > -0.2304425
PC57 <= 0.2286142
PC77 <= 1.212584
-> class 2\|3 [0.901]
Rule 45/256: (28/2.8, lift 7.9)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC9 <= 10.07783
PC10 > -0.5552376
PC14 > -3.562955
PC37 > 0.6603662
PC58 > -0.9946324
PC63 > 0.06488332
-> class 2\|3 [0.872]
Rule 45/257: (34.8/3.7, lift 7.9)
PC1 <= -0.4334595
PC8 > -2.34682
PC8 <= -0.2273773
PC9 <= 10.07783
PC10 > -0.5552376
PC26 > 3.593514
PC59 <= 0.668458
-> class 2\|3 [0.872]
Rule 45/258: (433.1/221.6, lift 4.5)
PC1 <= -0.4334595
PC8 <= 2.293971
PC9 <= -3.60995
-> class 2\|3 [0.488]
Rule 45/259: (188.6, lift 14.0)
PC1 <= -0.4334595
PC2 <= 2.57978
PC11 <= -4.060817
PC22 > -1.056395
-> class 2\|4 [0.995]
Rule 45/260: (148/1.8, lift 13.8)
PC1 <= -0.4334595
PC8 <= -2.34682
PC29 <= 0.3038806
PC38 <= 0.168578
PC67 > -8.675401
PC68 > -1.82776
PC72 > -0.504717
PC85 > 0.8082542
-> class 2\|4 [0.981]
Rule 45/261: (106.3/1.2, lift 13.8)
PC1 <= -0.4334595
PC8 <= -2.34682
PC38 <= 0.168578
PC42 > 0.2460434
PC49 > -0.002580408
PC68 > -1.82776
PC85 > 0.06851667
PC93 <= 0.4416389
-> class 2\|4 [0.979]
Rule 45/262: (164.6/3, lift 13.8)
PC2 <= 2.57978
PC8 <= -2.34682
PC16 <= 0.4114715
PC44 > 0.9869432
PC59 <= 0.668458
PC67 > -0.7200569
PC68 > -1.82776
PC79 <= 0.2627645
-> class 2\|4 [0.976]
Rule 45/263: (38.7, lift 13.7)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC10 <= -0.2222511
PC58 <= -0.9946324
-> class 2\|4 [0.975]
Rule 45/264: (38.8/1.2, lift 13.3)
PC1 > -0.4334595
PC8 <= -4.616251
PC25 > -0.2304425
PC77 > 1.212584
-> class 2\|4 [0.947]
Rule 45/265: (85.9/4, lift 13.3)
PC8 <= -2.34682
PC12 > 1.221754
PC17 <= 0.9835293
PC51 <= -0.03930935
PC59 <= 0.668458
PC72 > -0.504717
PC85 > 0.06851667
PC93 <= 0.4416389
-> class 2\|4 [0.943]
Rule 45/266: (209.4/11.6, lift 13.3)
PC2 <= 2.57978
PC8 <= -2.34682
PC17 > -0.3912565
PC17 <= 0.9835293
PC20 <= 0.7573689
PC38 <= 0.168578
PC45 <= 0.1453556
PC49 <= -0.002580408
PC51 > -0.03930935
PC72 > -0.504717
PC85 > 0.06851667
PC85 <= 0.7949203
PC89 <= 0.598175
PC93 <= 0.4416389
PC99 <= 0.7099166
-> class 2\|4 [0.941]
Rule 45/267: (14.8, lift 13.3)
PC1 > -0.4334595
PC2 <= 2.57978
PC8 <= -4.616251
PC57 > 0.2286142
-> class 2\|4 [0.940]
Rule 45/268: (12.8, lift 13.1)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC21 <= -0.7329502
PC58 <= -0.9946324
-> class 2\|4 [0.932]
Rule 45/269: (14.4/0.6, lift 12.8)
PC1 <= -0.4334595
PC6 > 1.580282
PC8 <= -2.34682
PC38 > 0.168578
-> class 2\|4 [0.905]
Rule 45/270: (7.7, lift 12.6)
PC8 <= -2.34682
PC38 <= 0.168578
PC44 <= 0.9869432
PC68 > -1.82776
PC88 > 1.028325
-> class 2\|4 [0.897]
Rule 45/271: (9.4/0.2, lift 12.6)
PC1 <= -0.4334595
PC8 > -2.34682
PC8 <= -0.2273773
PC19 <= -2.882286
PC55 <= -0.5115289
-> class 2\|4 [0.896]
Rule 45/272: (807.6/83.7, lift 12.6)
PC1 <= -0.4334595
PC8 <= -2.34682
PC19 <= -2.424658
PC20 <= 0.7573689
PC38 <= 0.168578
-> class 2\|4 [0.895]
Rule 45/273: (21.2/1.5, lift 12.6)
PC8 <= -2.34682
PC67 <= -8.675401
PC68 > -1.82776
-> class 2\|4 [0.892]
Rule 45/274: (15.7/1.2, lift 12.3)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 <= -0.2273773
PC9 <= 10.07783
PC16 <= 1.947675
PC45 > 0.424736
PC58 > -0.9946324
PC63 <= 0.06488332
-> class 2\|4 [0.874]
Rule 45/275: (43.9/15.8, lift 8.9)
PC1 > -0.4334595
PC1 <= -0.1814509
PC2 <= 0.7056494
PC8 <= 0.08273966
PC41 <= 0.7826157
-> class 2\|4 [0.633]
Rule 45/276: (41.6/15.9, lift 8.6)
PC1 <= -0.4334595
PC2 <= 2.57978
PC8 > -2.34682
PC8 <= -0.2273773
PC26 <= 3.593514
PC29 > 0.2788967
PC40 > -0.713052
PC58 > -0.9946324
PC63 <= 0.06488332
-> class 2\|4 [0.614]
Rule 45/277: (33.2/14.1, lift 8.1)
PC8 <= -2.34682
PC26 > 1.716732
PC38 <= 0.168578
PC44 <= 0.9869432
PC85 <= 0.06851667
PC89 > 0.4358049
-> class 2\|4 [0.571]
Default class: 1\|1
----- Trial 46: -----
Rules:
Rule 46/1: (172.7/0.4, lift 15.4)
PC3 > -1.662225
PC3 <= 1.640775
PC9 <= 0.64594
PC17 > -0.318235
PC18 > 0.6478552
PC26 <= 0.6085084
PC30 <= 2.044923
PC31 <= 0.1922682
PC45 <= 1.476614
PC56 <= 0.9129067
PC76 <= 0.4622894
PC81 > -0.4921752
PC91 > -0.5170875
PC96 > -0.4595961
PC97 <= 0.483891
-> class 0\|0 [0.992]
Rule 46/2: (88.6, lift 15.4)
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC21 <= 0.4791392
PC24 <= -2.807883
PC26 <= 0.6085084
PC49 <= 0.9187676
PC81 > -0.4921752
PC93 <= 1.109767
-> class 0\|0 [0.989]
Rule 46/3: (95.8, lift 15.4)
PC7 > -0.9240131
PC17 > -0.4770822
PC18 > 0.6478552
PC26 <= 0.6085084
PC43 <= -1.226377
PC45 <= 1.476614
PC84 > -0.4189914
PC93 <= 1.109767
-> class 0\|0 [0.989]
Rule 46/4: (92.7, lift 15.4)
PC1 > -0.7080471
PC7 > -0.9240131
PC8 <= 0.2398475
PC18 > 0.6478552
PC26 <= 0.6085084
PC32 <= 2.240668
PC47 > -1.610874
PC49 <= 0.9187676
PC71 <= -0.5062129
PC91 <= 2.682686
PC93 <= 1.109767
-> class 0\|0 [0.989]
Rule 46/5: (91.9, lift 15.4)
PC3 > -1.043758
PC3 <= 1.640775
PC8 > -0.15241
PC9 <= 0.64594
PC17 > -0.4770822
PC18 > 0.6478552
PC30 <= 2.044923
PC47 > -0.5816528
PC76 <= 0.4622894
-> class 0\|0 [0.989]
Rule 46/6: (72.9, lift 15.4)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.2398475
PC17 > -0.4770822
PC18 > 0.6478552
PC81 > -0.4921752
-> class 0\|0 [0.987]
Rule 46/7: (103.8/0.7, lift 15.3)
PC1 > -0.7080471
PC8 > -0.15241
PC13 <= 6.717022
PC18 > 0.6478552
PC26 <= 0.6085084
PC29 > -0.285642
PC47 <= -0.5816528
PC81 > -0.4921752
PC86 > -1.272787
-> class 0\|0 [0.984]
Rule 46/8: (138.5/1.5, lift 15.3)
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC21 <= 0.4791392
PC30 > -3.190067
PC43 <= 1.800024
PC52 > -6.357232
PC59 > -3.410317
PC86 <= -1.272787
PC87 <= 1.0369
PC89 > -2.380763
PC94 <= 2.268804
-> class 0\|0 [0.982]
Rule 46/9: (55.9, lift 15.3)
PC3 <= 1.640775
PC8 <= -0.15241
PC13 <= 6.717022
PC17 > -0.318235
PC18 > 0.6478552
PC26 <= 0.6085084
PC32 <= 2.240668
PC33 > -2.420491
PC52 > -6.357232
PC59 > -3.410317
PC81 > -0.4921752
PC84 > -0.4189914
PC87 <= 1.0369
PC91 > -1.730557
-> class 0\|0 [0.981]
Rule 46/10: (51.6, lift 15.3)
PC1 <= -0.7080471
PC2 > 2.5099
PC7 > -0.9240131
PC8 > -0.15241
PC13 <= 6.717022
PC17 > -0.4770822
PC22 > 1.121969
PC26 <= 0.6085084
-> class 0\|0 [0.981]
Rule 46/11: (43.9, lift 15.2)
PC2 > 2.5099
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC30 > -3.190067
PC91 <= 2.682686
PC100 <= -1.469016
-> class 0\|0 [0.978]
Rule 46/12: (237/7, lift 15.0)
PC1 > -0.7080471
PC7 > -0.9240131
PC13 > -2.766053
PC18 > 3.003798
PC26 <= 0.6085084
PC36 <= 2.176832
PC48 <= 0.2168016
PC53 <= 1.160364
PC55 > -0.2013405
PC56 <= 0.9129067
PC66 > -0.6159505
PC70 > -0.7704364
PC92 <= 0.2666446
PC97 <= 0.483891
-> class 0\|0 [0.966]
Rule 46/13: (192.1/7.7, lift 14.9)
PC11 <= 0.01816214
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC21 <= 0.4791392
PC26 <= 0.6085084
PC32 <= 2.240668
PC47 <= 1.262969
PC84 <= -0.4189914
PC87 <= 1.0369
PC91 > -1.730557
PC91 <= 2.682686
-> class 0\|0 [0.955]
Rule 46/14: (9.2, lift 14.2)
PC2 > 2.5099
PC6 > 0.1520526
PC9 <= 0.64594
PC18 > 0.6478552
PC76 > 0.4622894
-> class 0\|0 [0.911]
Rule 46/15: (9.1, lift 14.2)
PC13 > 6.717022
PC18 > 3.528055
PC31 > 0.1783828
PC47 > -1.610874
PC51 > -2.976097
-> class 0\|0 [0.910]
Rule 46/16: (8.6, lift 14.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -1.007941
PC18 <= 0.6478552
PC87 <= -1.075903
-> class 0\|0 [0.903]
Rule 46/17: (4.6, lift 13.2)
PC13 > 6.717022
PC18 > 3.528055
PC37 <= -0.2538081
PC51 > -2.976097
-> class 0\|0 [0.848]
Rule 46/18: (6.3/0.4, lift 12.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -1.007941
PC18 <= 0.6478552
PC64 > 0.9884205
-> class 0\|0 [0.828]
Rule 46/19: (3.6, lift 12.8)
PC2 > 2.5099
PC17 <= -0.4770822
PC18 > 0.6478552
PC46 <= -1.833859
-> class 0\|0 [0.822]
Rule 46/20: (63.4/23.8, lift 9.7)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 0.6478552
PC21 > 0.4791392
PC28 <= 3.364948
PC52 > -6.357232
PC87 <= 1.0369
-> class 0\|0 [0.622]
Rule 46/21: (100.2, lift 12.6)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 0.6478552
PC28 <= 3.364948
PC84 > -0.4189914
PC86 > -1.272787
PC87 <= 1.0369
PC89 > -2.380763
PC93 > 1.109767
PC100 > -1.469016
-> class 0\|1 [0.990]
Rule 46/22: (83.3, lift 12.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > -0.15241
PC13 <= 6.717022
PC17 > -0.4770822
PC21 <= 0.4791392
PC31 <= 0.1922682
PC43 > -1.226377
PC48 <= 0.2168016
PC55 > -0.2013405
PC66 <= -0.6159505
PC84 > -0.4189914
-> class 0\|1 [0.988]
Rule 46/23: (106.8/0.7, lift 12.6)
PC3 <= -1.043758
PC8 > -0.15241
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC21 <= 0.4791392
PC43 > -1.226377
PC43 <= 1.800024
PC47 > -0.5816528
PC84 > -0.4189914
PC86 > -1.272787
PC97 > 0.483891
PC100 > -1.469016
-> class 0\|1 [0.985]
Rule 46/24: (68.7, lift 12.6)
PC3 <= 1.640775
PC8 <= 0.2398475
PC13 <= 6.717022
PC18 > 0.6478552
PC24 > -2.807883
PC30 > -2.356448
PC43 <= 1.800024
PC53 > 1.160364
PC71 > -0.5062129
PC86 > -1.272787
PC89 > -2.380763
PC91 > -1.730557
PC100 > -1.469016
-> class 0\|1 [0.985]
Rule 46/25: (61.3, lift 12.6)
PC3 <= -1.662225
PC13 <= 6.717022
PC18 > 0.6478552
PC33 > -2.420491
PC43 > -1.226377
PC47 > -0.5816528
PC55 > -0.2013405
PC59 > -3.410317
PC76 <= 0.4622894
PC84 > -0.4189914
PC86 > -1.272787
PC87 <= 1.0369
PC89 > -2.380763
PC92 > 0.2666446
-> class 0\|1 [0.984]
Rule 46/26: (59.1, lift 12.5)
PC3 <= -1.043758
PC8 <= 0.2398475
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC21 <= 0.4791392
PC30 > -2.356448
PC31 > 0.1922682
PC47 > -0.5816528
PC76 <= 0.4622894
PC84 > -0.4189914
-> class 0\|1 [0.983]
Rule 46/27: (88.4/0.7, lift 12.5)
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC26 <= 0.6085084
PC30 > -2.356448
PC33 <= -2.420491
PC86 > -1.272787
-> class 0\|1 [0.981]
Rule 46/28: (152.2/2, lift 12.5)
PC3 <= -1.009411
PC13 <= 6.717022
PC18 > 0.6478552
PC21 <= 0.4791392
PC30 > -2.356448
PC43 <= 1.800024
PC54 > -1.184697
PC65 <= 2.146915
PC81 <= -0.4921752
PC84 > -0.4189914
PC86 > -1.272787
-> class 0\|1 [0.980]
Rule 46/29: (67.7/0.5, lift 12.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -1.007941
PC18 <= 0.6478552
PC64 <= 0.9884205
PC87 > -1.075903
-> class 0\|1 [0.978]
Rule 46/30: (43.3, lift 12.5)
PC3 <= -1.662225
PC13 <= 6.717022
PC18 > 0.6478552
PC26 <= 0.6085084
PC30 > -3.190067
PC32 <= 2.240668
PC36 > 2.176832
PC84 > -0.4189914
PC86 > -1.272787
-> class 0\|1 [0.978]
Rule 46/31: (37.9, lift 12.4)
PC8 > -0.15241
PC18 > 0.6478552
PC21 <= 0.4791392
PC24 > -2.807883
PC26 <= 0.6085084
PC43 > -1.226377
PC48 <= 0.2168016
PC70 <= -0.7704364
PC97 <= 0.483891
PC100 > -1.469016
-> class 0\|1 [0.975]
Rule 46/32: (39.5, lift 12.4)
PC2 > 2.5099
PC9 > 0.64594
PC18 > 0.6478552
PC100 > -1.469016
-> class 0\|1 [0.975]
Rule 46/33: (49.9/0.4, lift 12.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 0.4854996
PC18 <= -1.007941
PC55 > 0.8615937
-> class 0\|1 [0.974]
Rule 46/34: (89.6/1.4, lift 12.4)
PC1 <= -0.7080471
PC2 > 2.5099
PC7 > -0.9240131
PC8 > -0.15241
PC13 <= 6.717022
PC18 > 0.6478552
PC22 <= 1.121969
PC26 <= 0.6085084
PC43 > -1.226377
PC43 <= 1.800024
PC84 > -0.4189914
-> class 0\|1 [0.974]
Rule 46/35: (84.4/1.4, lift 12.4)
PC3 <= -1.662225
PC7 > -0.9240131
PC8 > -0.15241
PC13 <= 6.717022
PC17 > -0.318235
PC18 > 0.6478552
PC24 > -2.807883
PC43 > -1.226377
PC47 > -0.5816528
PC55 <= -0.2013405
-> class 0\|1 [0.973]
Rule 46/36: (80.9/1.2, lift 12.4)
PC17 > -0.318235
PC21 <= 0.4791392
PC24 > -2.807883
PC30 > 2.044923
PC47 > -0.5816528
PC76 <= 0.4622894
PC81 > -0.4921752
PC84 > -0.4189914
PC87 <= 1.0369
-> class 0\|1 [0.973]
Rule 46/37: (32.4, lift 12.4)
PC2 > 2.5099
PC3 > -1.662225
PC3 <= -1.043758
PC17 > -0.4770822
PC81 > -0.4921752
PC84 > -0.4189914
PC96 <= -0.4595961
PC100 > -1.469016
-> class 0\|1 [0.971]
Rule 46/38: (132.5/3, lift 12.4)
PC2 > 2.5099
PC2 <= 6.470094
PC3 <= 1.640775
PC8 <= 0.1548424
PC10 <= -0.8565096
PC18 > -1.007941
PC18 <= 0.6478552
PC28 <= 0.03185407
PC31 <= 0.2188425
PC55 > -0.02877657
PC71 > -0.2554744
PC84 <= 0.4177404
-> class 0\|1 [0.970]
Rule 46/39: (107.5/2.4, lift 12.4)
PC1 > -0.7080471
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1520526
PC8 > -0.15241
PC17 > -0.4770822
PC21 <= 0.4791392
PC30 > -3.190067
PC33 > -2.420491
PC43 > -1.226377
PC47 > -0.5816528
PC76 > 0.4622894
PC81 > -0.4921752
PC84 > -0.4189914
PC100 > -1.469016
-> class 0\|1 [0.969]
Rule 46/40: (168.2/5, lift 12.3)
PC3 <= -1.662225
PC8 > -0.15241
PC8 <= 0.2398475
PC13 <= 6.717022
PC17 > -0.318235
PC18 > 0.6478552
PC18 <= 3.003798
PC21 <= 0.4791392
PC26 <= 0.6085084
PC43 > -1.226377
PC43 <= 1.800024
PC47 > -0.5816528
-> class 0\|1 [0.965]
Rule 46/41: (32.6/0.3, lift 12.3)
PC2 > 2.5099
PC13 <= 6.717022
PC18 > 0.6478552
PC26 <= 0.6085084
PC28 <= 3.364948
PC30 > -2.356448
PC32 <= 2.240668
PC52 > -6.357232
PC59 > -3.410317
PC89 > -2.380763
PC91 <= -1.730557
PC100 > -1.469016
-> class 0\|1 [0.964]
Rule 46/42: (87.8/2.3, lift 12.3)
PC13 > 6.717022
PC18 > 3.528055
PC20 > -3.980935
PC31 <= 0.1783828
PC37 > -0.2538081
PC47 > -1.610874
PC52 <= 3.547627
-> class 0\|1 [0.964]
Rule 46/43: (79.1/2, lift 12.3)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.9240131
PC8 <= 0.2398475
PC18 > 0.6478552
PC24 > -2.807883
PC30 > -2.356448
PC43 <= 1.800024
PC84 > -0.4189914
PC86 > -1.272787
-> class 0\|1 [0.963]
Rule 46/44: (22.8, lift 12.2)
PC10 <= -0.8565096
PC18 > -1.007941
PC38 <= -2.810091
-> class 0\|1 [0.960]
Rule 46/45: (45.9/0.9, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.01816214
PC17 > -0.4770822
PC18 > 0.6478552
PC28 <= 3.364948
PC30 > -2.356448
PC32 <= 2.240668
PC59 > -3.410317
PC84 <= -0.4189914
PC87 <= 1.0369
PC89 > -2.380763
-> class 0\|1 [0.960]
Rule 46/46: (54.2/1.3, lift 12.2)
PC1 > -0.7080471
PC2 > 2.5099
PC3 <= -1.662225
PC8 > -0.15241
PC13 <= 6.717022
PC17 > -0.4770822
PC24 > -2.807883
PC30 <= 2.044923
PC47 > -0.5816528
PC48 > 0.2168016
PC55 > -0.2013405
PC71 > -0.5062129
PC84 > -0.4189914
-> class 0\|1 [0.958]
Rule 46/47: (20.7, lift 12.2)
PC8 > -0.15241
PC13 <= -2.766053
PC18 > 0.6478552
PC24 > -2.807883
PC43 > -1.226377
PC84 > -0.4189914
-> class 0\|1 [0.956]
Rule 46/48: (74.5/2.6, lift 12.1)
PC2 > 2.5099
PC2 <= 6.470094
PC8 <= 0.1548424
PC10 <= -0.8565096
PC18 > -0.008587785
PC18 <= 0.6478552
PC55 > -0.02877657
PC84 <= 0.4177404
-> class 0\|1 [0.953]
Rule 46/49: (17.6, lift 12.1)
PC2 > 2.5099
PC3 > -1.662225
PC3 <= 1.640775
PC18 > 0.6478552
PC21 <= 0.4791392
PC91 <= -0.5170875
PC93 <= 1.109767
-> class 0\|1 [0.949]
Rule 46/50: (22.2/0.2, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4770822
PC32 > 2.240668
PC47 > -1.610874
PC86 > -1.272787
-> class 0\|1 [0.949]
Rule 46/51: (9.1, lift 11.6)
PC13 > 6.717022
PC18 > 0.6478552
PC18 <= 3.528055
PC47 > -1.610874
PC51 > -2.976097
PC74 > 0.9883926
-> class 0\|1 [0.910]
Rule 46/52: (144.4/12.6, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC17 <= -0.4770822
PC18 > 0.6478552
PC42 <= 1.944521
PC46 > -1.833859
PC51 > -2.976097
PC87 <= 1.0369
PC89 > -2.380763
PC98 <= 0.6747627
-> class 0\|1 [0.907]
Rule 46/53: (35.1/2.8, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -0.4770822
PC17 <= -0.318235
PC18 > 0.6478552
PC32 <= 2.240668
PC43 <= 1.800024
PC84 > -0.4189914
PC86 > -1.272787
-> class 0\|1 [0.897]
Rule 46/54: (46.6/4.3, lift 11.4)
PC2 > 6.470094
PC8 <= 0.1548424
PC10 <= -0.8565096
PC18 > -1.007941
PC84 <= 0.4177404
PC93 > 0.1459639
-> class 0\|1 [0.891]
Rule 46/55: (80.2/8.2, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC18 > 0.6478552
PC28 <= 3.364948
PC47 > 1.262969
PC51 > -2.976097
PC89 > -2.380763
-> class 0\|1 [0.889]
Rule 46/56: (5.3, lift 11.0)
PC13 > 6.717022
PC18 > 0.6478552
PC18 <= 3.528055
PC34 > 6.608083
PC47 > -1.610874
-> class 0\|1 [0.863]
Rule 46/57: (54.8/7.2, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -0.8565096
PC10 <= 4.043146
PC18 > -1.007941
PC18 <= 0.6478552
PC43 <= -0.4846312
-> class 0\|1 [0.855]
Rule 46/58: (154.2/22.3, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 6.717022
PC17 > -0.4770822
PC18 > 0.6478552
PC26 > 0.6085084
PC28 <= 3.364948
PC59 > -3.410317
PC86 > -1.272787
PC87 <= 1.0369
PC100 > -1.469016
-> class 0\|1 [0.851]
Rule 46/59: (26.8/4.4, lift 10.4)
PC18 <= -1.007941
PC55 <= 0.8615937
PC78 > 2.745598
PC79 > -0.2786686
-> class 0\|1 [0.813]
Rule 46/60: (43.1, lift 10.3)
PC2 > 2.5099
PC12 <= 0.09670471
PC18 > 0.6478552
PC21 > 0.4791392
PC38 > -1.858445
PC52 > -6.357232
PC87 <= 1.0369
PC89 > -2.380763
-> class 0\|2 [0.978]
Rule 46/61: (37/0.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -0.4770822
PC26 > 0.6085084
PC72 > 0.5586579
PC87 <= 1.0369
-> class 0\|2 [0.969]
Rule 46/62: (19.1, lift 10.1)
PC13 > 6.717022
PC51 > -2.976097
PC52 > 3.547627
-> class 0\|2 [0.953]
Rule 46/63: (300.7/154.1, lift 5.2)
PC13 > 6.717022
PC18 > 0.6478552
PC51 > -2.976097
-> class 0\|2 [0.488]
Rule 46/64: (7477.8/5591.2, lift 2.7)
PC2 > 2.5099
-> class 0\|2 [0.252]
Rule 46/65: (109.2, lift 11.8)
PC7 > -0.4666672
PC18 <= -1.415568
PC23 <= 1.435465
PC31 > -0.3032027
PC32 > -1.68235
PC32 <= 1.139101
PC36 <= 1.293612
PC38 > -4.870486
PC43 > -1.939943
PC48 > -0.4926009
PC87 <= -0.4112684
-> class 0\|3 [0.991]
Rule 46/66: (84.3, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.191122
PC7 > 0.4308184
PC13 > -1.356722
PC15 <= 0.787059
PC18 <= 0.6478552
PC43 > -1.939943
PC44 <= 0.7597886
PC51 > -1.046492
PC61 > -0.4790628
PC64 <= 0.1860472
PC84 <= 0.319197
PC93 > -0.1954447
-> class 0\|3 [0.988]
Rule 46/67: (72.5, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.007941
PC31 > 0.2690308
PC43 > -1.939943
PC51 > -1.046492
PC74 <= 4.941581
-> class 0\|3 [0.987]
Rule 46/68: (93.9/0.4, lift 11.8)
PC3 <= 1.640775
PC4 <= 9.191122
PC7 > -0.4666672
PC15 <= 0.787059
PC16 > -0.02323213
PC18 <= -1.007941
PC31 > -0.3032027
PC32 <= 1.139101
PC34 > -3.30041
PC36 <= 1.293612
PC77 > -0.7246762
PC78 <= 2.745598
PC98 <= -0.5990894
-> class 0\|3 [0.986]
Rule 46/69: (168.7/1.5, lift 11.8)
PC3 <= 1.640775
PC7 > -0.4666672
PC9 <= -0.09858543
PC15 <= 0.787059
PC18 <= -1.415568
PC31 > -0.3032027
PC32 <= 1.139101
PC36 <= 1.293612
PC44 <= 0.7597886
PC51 > -1.046492
PC57 <= 1.390045
PC74 <= 4.941581
PC79 > -1.619337
PC86 > -1.46784
-> class 0\|3 [0.985]
Rule 46/70: (63.5, lift 11.8)
PC4 <= 9.191122
PC7 > -0.4666672
PC9 > -0.08539487
PC13 > -1.748959
PC18 <= -1.415568
PC32 > -1.68235
PC36 <= 1.293612
PC48 > -0.4926009
PC51 > -1.046492
PC99 > -1.106277
PC99 <= -0.4015151
-> class 0\|3 [0.985]
Rule 46/71: (62.1, lift 11.8)
PC2 > 2.5099
PC17 <= -7.139768
-> class 0\|3 [0.984]
Rule 46/72: (59.8, lift 11.8)
PC3 <= -0.4935342
PC7 > -0.4666672
PC15 <= 0.787059
PC18 <= -1.007941
PC32 > -1.68235
PC32 <= 1.139101
PC52 > 1.397777
PC53 <= 1.4151
PC61 > -0.4790628
PC82 > -2.050006
PC87 > -0.3099036
-> class 0\|3 [0.984]
Rule 46/73: (57.8, lift 11.7)
PC2 > 2.5099
PC7 > -0.4666672
PC9 > -0.08539487
PC15 <= 0.787059
PC18 <= 0.6478552
PC27 <= 2.077023
PC32 <= 1.139101
PC34 > -3.30041
PC48 > -0.4926009
PC53 > 1.436921
PC57 <= 1.390045
PC78 > -1.166037
PC78 <= 2.745598
-> class 0\|3 [0.983]
Rule 46/74: (106/0.8, lift 11.7)
PC2 > 2.5099
PC4 <= 9.191122
PC7 > -0.4666672
PC18 <= -1.007941
PC27 > 2.077023
PC31 > -0.3032027
PC33 <= 4.564105
PC82 > -2.050006
PC92 > -1.575889
-> class 0\|3 [0.983]
Rule 46/75: (50.3, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.787059
PC18 <= -1.007941
PC39 <= -1.445797
PC43 > -1.939943
-> class 0\|3 [0.981]
Rule 46/76: (42.3, lift 11.7)
PC2 > 2.5099
PC4 <= 9.191122
PC7 > -0.4666672
PC15 <= 0.787059
PC18 <= -1.007941
PC43 > -1.939943
PC46 > 0.620156
PC82 > -2.050006
-> class 0\|3 [0.977]
Rule 46/77: (39.2, lift 11.7)
PC18 <= -1.007941
PC38 > -4.870486
PC40 <= -2.798079
PC55 <= 0.8615937
PC74 <= 4.941581
-> class 0\|3 [0.976]
Rule 46/78: (39.2, lift 11.7)
PC2 > 2.5099
PC18 <= -1.007941
PC38 > -4.870486
PC41 <= 0.5393382
PC88 > 4.915774
-> class 0\|3 [0.976]
Rule 46/79: (122.4/2, lift 11.7)
PC7 > -0.4666672
PC9 > -0.08539487
PC15 <= 0.787059
PC18 <= -1.415568
PC19 <= 0.1093912
PC32 <= 1.139101
PC34 > -3.30041
PC44 <= 0.7597886
PC53 <= 1.4151
PC61 > -0.4790628
PC78 > -1.166037
PC87 > -0.3099036
PC90 <= -0.1284904
PC99 > -1.106277
-> class 0\|3 [0.976]
Rule 46/80: (37.9, lift 11.6)
PC3 > -0.4935342
PC3 <= 1.640775
PC15 <= 0.787059
PC18 <= -1.007941
PC19 <= 0.1093912
PC44 <= 0.7597886
PC71 > -0.8336673
PC96 <= 1.173544
-> class 0\|3 [0.975]
Rule 46/81: (60.7/0.7, lift 11.6)
PC3 <= 1.640775
PC7 > -0.4666672
PC9 > -0.08539487
PC18 <= -1.415568
PC21 > 0.1730336
PC32 <= 1.139101
PC51 > -1.046492
PC57 <= 1.390045
PC96 > -0.4075566
-> class 0\|3 [0.973]
Rule 46/82: (117.8/2.5, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 5.38841
PC6 <= 0.132799
PC7 > -0.713163
PC8 <= 0.1548424
PC10 > -0.8565096
PC18 > -1.007941
PC18 <= 0.6478552
PC43 > -0.4846312
PC75 > -0.06836645
PC91 > -2.622873
-> class 0\|3 [0.970]
Rule 46/83: (166.3/4.3, lift 11.6)
PC7 > -0.4666672
PC9 > -0.08539487
PC13 > -1.356722
PC15 <= 0.787059
PC18 <= -1.415568
PC23 <= 1.435465
PC25 <= 0.9713756
PC31 > -0.3032027
PC44 <= 0.7597886
PC51 > -1.046492
PC61 > -0.4790628
PC64 > 0.1860472
PC78 > -1.166037
PC82 > -2.050006
PC96 <= 1.173544
-> class 0\|3 [0.969]
Rule 46/84: (30.4, lift 11.6)
PC2 > 2.5099
PC18 > 0.6478552
PC51 <= -2.976097
-> class 0\|3 [0.969]
Rule 46/85: (94.5/2.2, lift 11.6)
PC2 > 2.5099
PC3 <= 0.3461719
PC15 <= 0.787059
PC16 <= -0.02323213
PC18 <= -1.641883
PC41 <= 0.5393382
PC78 <= 2.745598
-> class 0\|3 [0.967]
Rule 46/86: (66.1/1.3, lift 11.6)
PC3 <= 1.640775
PC4 <= 9.191122
PC7 > -0.4666672
PC15 <= 0.787059
PC16 > -0.02323213
PC18 <= -1.007941
PC34 > -3.30041
PC77 <= -0.7246762
PC82 > -2.050006
PC92 > -1.575889
-> class 0\|3 [0.967]
Rule 46/87: (118.4/2.9, lift 11.6)
PC2 > 2.5099
PC7 > -0.4666672
PC9 > -0.08539487
PC13 > -1.748959
PC15 <= 0.787059
PC18 <= -1.415568
PC19 <= 0.1093912
PC25 <= 0.9713756
PC34 > -3.30041
PC44 <= 0.7597886
PC51 > -1.046492
PC53 <= 1.4151
PC61 > -0.4790628
PC71 > -0.8336673
PC78 > -1.166037
PC87 > -0.3099036
PC93 <= -0.1954447
PC96 <= 1.173544
PC99 > -1.106277
-> class 0\|3 [0.967]
Rule 46/88: (111.1/2.8, lift 11.5)
PC2 > 2.5099
PC7 > -0.4666672
PC15 <= 0.787059
PC18 <= -1.415568
PC25 <= 0.9713756
PC32 <= 1.139101
PC44 <= 0.7597886
PC53 <= 1.4151
PC61 > -0.4790628
PC79 > -1.619337
PC87 > -0.3099036
PC96 <= -0.4075566
PC99 > -1.106277
-> class 0\|3 [0.967]
Rule 46/89: (115.9/3.1, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.787059
PC18 <= -1.415568
PC31 > -0.3032027
PC32 > -1.68235
PC32 <= 1.139101
PC43 > -1.939943
PC44 <= 0.7597886
PC53 <= 1.4151
PC61 > -0.4790628
PC71 > -0.8336673
PC79 > -1.619337
PC86 > -1.46784
PC100 <= -0.3379843
-> class 0\|3 [0.965]
Rule 46/90: (27, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.4854996
PC18 <= -1.007941
PC55 > 0.8615937
-> class 0\|3 [0.965]
Rule 46/91: (26.6, lift 11.5)
PC4 > 5.38841
PC10 > -0.8565096
PC18 <= 0.6478552
PC39 <= -1.854302
-> class 0\|3 [0.965]
Rule 46/92: (79.2/2.9, lift 11.4)
PC3 <= 1.640775
PC7 > -0.4666672
PC9 > -0.08539487
PC13 > -1.356722
PC15 <= 0.787059
PC18 <= -1.415568
PC25 <= 0.9713756
PC74 <= -0.4087485
PC84 <= 0.319197
PC87 > -0.3099036
PC96 > -0.4075566
PC99 > -1.106277
-> class 0\|3 [0.952]
Rule 46/93: (18.8, lift 11.4)
PC2 > 2.5099
PC47 > -1.610874
PC80 <= -4.027995
-> class 0\|3 [0.952]
Rule 46/94: (30/0.6, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -4.920917
PC4 <= 5.38841
PC7 > -0.713163
PC10 > -0.8565096
PC18 > -1.007941
PC18 <= 0.6478552
PC43 > -0.4846312
PC51 > -0.675656
PC75 <= -0.06836645
-> class 0\|3 [0.949]
Rule 46/95: (14.1, lift 11.2)
PC13 > 6.717022
PC18 > 0.6478552
PC18 <= 3.528055
PC30 > -3.190067
PC47 > -1.610874
PC94 <= -1.333739
-> class 0\|3 [0.938]
Rule 46/96: (144.8/8.2, lift 11.2)
PC2 > 2.5099
PC18 <= -1.007941
PC33 <= 4.256032
PC43 > -1.939943
PC55 <= 0.8615937
PC74 <= 4.941581
PC78 <= 2.745598
PC92 <= -1.575889
-> class 0\|3 [0.937]
Rule 46/97: (19.2/0.4, lift 11.2)
PC15 > 0.787059
PC18 <= -1.007941
PC55 <= 0.8615937
PC74 <= 4.941581
PC86 > -0.01866118
PC91 <= -0.737647
-> class 0\|3 [0.936]
Rule 46/98: (16.5/0.2, lift 11.1)
PC15 > 0.787059
PC18 <= -1.007941
PC59 > 0.9413661
PC86 > -0.01866118
PC91 > -0.737647
-> class 0\|3 [0.933]
Rule 46/99: (77.5/5.2, lift 11.0)
PC3 <= 1.640775
PC7 <= -0.4666672
PC18 <= -1.007941
PC28 > -1.486836
PC33 <= 4.564105
PC43 > -1.939943
PC47 <= 0.2066539
PC79 <= -0.1006995
PC87 > -0.1294847
-> class 0\|3 [0.922]
Rule 46/100: (9.7, lift 10.9)
PC7 <= -0.4666672
PC18 <= -1.007941
PC74 <= 4.941581
PC79 > -0.1006995
PC98 > 0.9968728
-> class 0\|3 [0.909]
Rule 46/101: (6, lift 10.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.6685202
PC9 <= 0.329827
PC18 <= 0.1986594
PC19 <= 0.1366851
PC82 <= -0.4479639
-> class 0\|3 [0.875]
Rule 46/102: (15.6/1.6, lift 10.1)
PC2 > 2.5099
PC7 > -0.4666672
PC15 <= 0.787059
PC18 > -1.415568
PC18 <= -1.007941
PC32 > -1.68235
PC34 > -3.30041
PC36 <= 1.293612
PC48 > -0.4926009
PC60 <= 1.073352
PC77 > -0.7246762
PC86 > -1.46784
PC92 > 0.360415
-> class 0\|3 [0.850]
Rule 46/103: (77.6/12.7, lift 9.9)
PC13 > 6.717022
PC18 <= 3.528055
PC30 > -3.190067
PC47 > -1.610874
PC100 <= -0.7446932
-> class 0\|3 [0.829]
Rule 46/104: (22.4/4.2, lift 9.4)
PC10 > 4.043146
PC18 > -1.007941
PC18 <= 0.6478552
PC43 <= -0.4846312
-> class 0\|3 [0.789]
Rule 46/105: (27.3/8.4, lift 8.1)
PC18 > 0.6478552
PC30 <= -3.190067
PC47 > -1.610874
-> class 0\|3 [0.678]
Rule 46/106: (78.1/0.5, lift 22.5)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.07186928
PC16 <= -0.8879908
PC46 > -0.6478975
PC75 > -0.3557702
PC79 <= 0.01646916
PC94 <= 0.1363261
-> class 1\|0 [0.981]
Rule 46/107: (46.2, lift 22.5)
PC2 > 2.5099
PC3 > 1.640775
PC46 > 0.9321272
PC65 > -0.1233704
PC94 <= 0.1363261
-> class 1\|0 [0.979]
Rule 46/108: (42.8, lift 22.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 <= 0.329827
PC17 <= -1.095308
PC19 > 0.1366851
PC52 <= -0.3663496
-> class 1\|0 [0.978]
Rule 46/109: (142.2/5.8, lift 21.9)
PC2 > 2.5099
PC8 > -3.622398
PC12 <= -0.07186928
PC16 <= -0.8879908
PC26 <= -0.09091553
PC27 > -0.002992726
PC33 > -0.5413352
PC33 <= 0.3956173
PC44 <= 0.8164062
PC46 > -0.6478975
PC65 > -0.1233704
PC92 <= 0.4954863
PC94 <= 0.05720164
-> class 1\|0 [0.953]
Rule 46/110: (7.8, lift 20.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC41 > 0.4214479
PC46 > -0.6478975
-> class 1\|0 [0.898]
Rule 46/111: (6.9, lift 20.4)
PC1 > -0.4334595
PC9 <= 0.329827
PC12 <= 0.4427281
PC18 > 0.1986594
PC39 > 0.0009451858
PC43 <= -1.03708
-> class 1\|0 [0.888]
Rule 46/112: (3.5, lift 18.8)
PC1 > -0.4334595
PC2 <= 2.5099
PC12 <= 0.4427281
PC18 > 0.1986594
PC50 > 0.5382044
-> class 1\|0 [0.817]
Rule 46/113: (1690.4/1097.3, lift 8.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 > 0.329827
-> class 1\|0 [0.351]
Rule 46/114: (137.2, lift 16.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 <= 0.329827
PC12 <= 0.4427281
PC18 > 0.1986594
PC19 <= 0.1366851
PC39 > 0.0009451858
PC43 > -1.03708
PC50 <= 0.5382044
-> class 1\|1 [0.993]
Rule 46/115: (55.4, lift 16.0)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -2.058644
PC6 <= 6.874635
PC8 <= 0.2840465
PC9 > 0.329827
PC30 <= 0.633185
PC45 <= 0.3895757
PC58 > -0.5032357
PC67 > -0.1487807
-> class 1\|1 [0.983]
Rule 46/116: (38.5, lift 15.8)
PC1 > -0.4334595
PC3 <= 5.349487
PC9 > 0.329827
PC31 > -1.264104
PC45 <= 0.3895757
PC58 > -0.5032357
PC94 > 0.3487724
-> class 1\|1 [0.973]
Rule 46/117: (31.6, lift 15.8)
PC1 > -0.4334595
PC3 <= 5.349487
PC6 <= 6.874635
PC9 > 0.329827
PC10 > 1.023987
PC58 > -0.5032357
-> class 1\|1 [0.970]
Rule 46/118: (16.7, lift 15.4)
PC1 > -0.4334595
PC2 <= 2.5099
PC7 > 0.63135
PC10 > 0.7262346
PC58 <= -0.5032357
-> class 1\|1 [0.947]
Rule 46/119: (14.5, lift 15.3)
PC1 > 16.39705
PC9 <= 0.329827
PC19 > 0.1366851
-> class 1\|1 [0.939]
Rule 46/120: (37.7/1.5, lift 15.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC6 <= 0.8241328
PC7 > -2.07165
PC12 <= 0.4427281
PC19 <= -1.163367
PC82 <= 0.5649222
-> class 1\|1 [0.937]
Rule 46/121: (50.1/3.1, lift 15.0)
PC1 > -0.4334595
PC6 > -2.591218
PC9 > 0.329827
PC11 <= 1.112403
PC23 <= 1.321219
PC30 <= 0.633185
PC45 <= 0.3895757
PC86 > 0.7228212
PC87 > -0.3137125
-> class 1\|1 [0.921]
Rule 46/122: (10.2, lift 14.9)
PC1 > -0.4334595
PC6 > 4.968307
PC7 > 0.63135
PC58 <= -0.5032357
-> class 1\|1 [0.918]
Rule 46/123: (115.1/8.7, lift 14.9)
PC2 <= 2.5099
PC4 <= -1.728242
PC30 <= 0.633185
PC58 > -0.5032357
PC86 <= 0.7228212
-> class 1\|1 [0.917]
Rule 46/124: (10.1, lift 14.9)
PC3 <= 5.349487
PC7 <= -6.084325
PC9 > 0.329827
PC58 > -0.5032357
-> class 1\|1 [0.917]
Rule 46/125: (139.8/12.5, lift 14.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -2.058644
PC3 <= 5.349487
PC9 > 0.329827
PC16 <= -0.5373262
PC22 > -1.563827
PC58 > -0.5032357
PC62 > -0.2326303
PC98 <= 0.3258071
-> class 1\|1 [0.905]
Rule 46/126: (51.4/4.1, lift 14.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -2.058644
PC3 <= 5.349487
PC8 > 0.2840465
PC9 > 0.329827
PC16 > -0.5373262
PC27 <= 0.7840512
PC30 <= 0.633185
PC31 > -1.264104
PC45 <= 0.3895757
PC58 > -0.5032357
PC86 <= 0.7228212
-> class 1\|1 [0.905]
Rule 46/127: (150.3/15.7, lift 14.5)
PC3 <= 5.349487
PC6 > 6.874635
PC9 > 0.329827
PC31 > -1.264104
PC40 > -1.353911
PC45 <= 0.3895757
PC86 <= 0.7228212
-> class 1\|1 [0.890]
Rule 46/128: (28/2.7, lift 14.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 5.349487
PC6 <= 6.874635
PC9 > 0.329827
PC58 > -0.5032357
PC86 <= 0.7228212
PC98 > 0.3258071
-> class 1\|1 [0.877]
Rule 46/129: (47.7/6.3, lift 13.9)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -0.9156818
PC9 > -0.3533954
PC9 <= 0.329827
PC10 > -0.5037766
PC17 <= -0.005344559
PC19 > 0.1366851
PC52 > -0.3663496
-> class 1\|1 [0.854]
Rule 46/130: (22.1/10.2, lift 8.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 > 0.2891751
PC8 > -0.5495703
PC8 <= 2.293971
-> class 1\|1 [0.533]
Rule 46/131: (1245.6/717.9, lift 6.9)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.424]
Rule 46/132: (75.3, lift 15.1)
PC2 <= 2.5099
PC3 > 5.349487
PC4 > -1.728242
PC9 > 0.329827
PC38 > -0.1729924
-> class 1\|2 [0.987]
Rule 46/133: (164.4/1.3, lift 15.1)
PC1 > -0.4334595
PC6 > 0.8241328
PC9 <= 0.329827
PC18 <= 0.1986594
PC19 <= -1.163367
PC27 <= -0.3543069
-> class 1\|2 [0.986]
Rule 46/134: (65.3, lift 15.0)
PC1 > -0.4334595
PC6 > 0.8241328
PC18 <= 0.1986594
PC19 <= 0.1366851
PC45 <= -0.4300224
-> class 1\|2 [0.985]
Rule 46/135: (58.2, lift 15.0)
PC1 > -0.4334595
PC32 <= -5.223018
PC82 <= 0.5649222
-> class 1\|2 [0.983]
Rule 46/136: (58.3, lift 15.0)
PC9 <= -5.872347
PC19 <= -1.163367
PC82 <= 0.5649222
-> class 1\|2 [0.983]
Rule 46/137: (56.9, lift 15.0)
PC1 > -0.4334595
PC19 <= -1.163367
PC82 <= 0.5649222
PC94 > 0.3956088
-> class 1\|2 [0.983]
Rule 46/138: (59, lift 15.0)
PC6 > 0.8241328
PC12 <= 0.4427281
PC18 <= 0.1986594
PC19 <= 0.1366851
PC82 <= 0.5649222
PC87 <= -0.5831611
-> class 1\|2 [0.982]
Rule 46/139: (39.5, lift 14.9)
PC1 > -0.4334595
PC2 <= 2.5099
PC23 > 1.321219
PC86 > 0.7228212
-> class 1\|2 [0.976]
Rule 46/140: (129.4/2.3, lift 14.9)
PC1 > -0.4334595
PC6 > 0.8241328
PC9 <= 0.329827
PC14 <= 0.08961587
PC19 <= 0.1366851
-> class 1\|2 [0.975]
Rule 46/141: (77.3/1, lift 14.9)
PC1 > -0.4334595
PC19 <= -1.163367
PC21 <= -1.71727
-> class 1\|2 [0.975]
Rule 46/142: (27.6, lift 14.8)
PC1 > -0.4334595
PC9 > 0.329827
PC27 > 0.7840512
PC58 > -0.5032357
-> class 1\|2 [0.966]
Rule 46/143: (27.1, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC93 > 0.6632618
-> class 1\|2 [0.966]
Rule 46/144: (26.2, lift 14.7)
PC1 > -0.4334595
PC1 <= 0.05213025
PC2 <= 2.5099
PC12 <= 0.4427281
PC18 <= 0.1986594
PC19 <= -1.163367
-> class 1\|2 [0.965]
Rule 46/145: (87.2/2.1, lift 14.7)
PC6 > 0.8241328
PC12 <= 0.4427281
PC18 <= 0.1986594
PC45 > -0.4300224
PC76 <= -0.6828142
-> class 1\|2 [0.965]
Rule 46/146: (72.8/2, lift 14.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC6 <= 0.8241328
PC7 <= -2.07165
PC18 <= 0.1986594
PC19 <= -1.163367
PC82 <= 0.5649222
-> class 1\|2 [0.960]
Rule 46/147: (68.6/2, lift 14.6)
PC1 > -0.4334595
PC6 > 0.8241328
PC9 <= 0.329827
PC19 <= -1.163367
PC61 > 0.7559928
-> class 1\|2 [0.958]
Rule 46/148: (322.6/16.1, lift 14.5)
PC3 > 1.640775
PC6 <= -1.710813
PC15 > -1.571989
PC16 > 0.9959877
-> class 1\|2 [0.947]
Rule 46/149: (72.8/3, lift 14.4)
PC1 > -0.4334595
PC7 <= 0.63135
PC9 > 0.329827
PC16 > -2.503382
PC25 > 0.09645989
PC58 <= -0.5032357
PC73 <= -0.8041395
-> class 1\|2 [0.946]
Rule 46/150: (30.2/1.2, lift 14.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 > 0.329827
PC30 <= 0.633185
PC45 > 0.3895757
PC58 > -0.5032357
-> class 1\|2 [0.933]
Rule 46/151: (12.1, lift 14.2)
PC1 > -0.4334595
PC9 > 0.329827
PC43 > 0.2778344
PC58 <= -0.5032357
PC100 <= 0.5564654
-> class 1\|2 [0.929]
Rule 46/152: (9.8, lift 14.0)
PC1 > 1.128336
PC2 > 2.5099
PC15 <= -1.571989
-> class 1\|2 [0.915]
Rule 46/153: (8.6, lift 13.8)
PC1 > -0.4334595
PC9 > 0.329827
PC11 > 1.112403
PC86 > 0.7228212
-> class 1\|2 [0.905]
Rule 46/154: (8.2, lift 13.8)
PC1 > -0.4334595
PC9 > 0.329827
PC21 > -0.1238771
PC25 > 0.09645989
PC58 <= -0.5032357
PC100 > 0.5564654
-> class 1\|2 [0.902]
Rule 46/155: (6.9, lift 13.5)
PC2 <= 2.5099
PC8 > -0.9156818
PC9 <= 0.329827
PC19 > 0.1366851
PC52 > -0.3663496
PC96 > 0.8328763
-> class 1\|2 [0.887]
Rule 46/156: (5.6, lift 13.3)
PC3 > 0.9997033
PC9 <= 0.329827
PC12 > 0.4427281
PC100 > 0.5111197
-> class 1\|2 [0.869]
Rule 46/157: (90/12, lift 13.1)
PC2 > 2.5099
PC3 > 1.640775
PC11 <= 1.423378
PC16 > -0.8879908
PC16 <= 0.9959877
PC22 <= 0.3218383
PC67 > -0.1331788
PC97 <= 1.535991
-> class 1\|2 [0.859]
Rule 46/158: (4.3, lift 12.8)
PC2 <= 2.5099
PC3 > 0.9997033
PC9 <= 0.329827
PC52 > 0.907129
-> class 1\|2 [0.841]
Rule 46/159: (259.9/48.6, lift 12.4)
PC1 > -0.4334595
PC2 <= 2.5099
PC7 <= 0.63135
PC9 > 0.329827
PC16 > -2.503382
PC21 <= -0.1238771
PC58 <= -0.5032357
-> class 1\|2 [0.810]
Rule 46/160: (47.3/16.8, lift 9.8)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.6685202
PC9 <= 0.329827
PC18 <= 0.1986594
PC19 > -1.163367
PC19 <= 0.1366851
PC38 <= 0.07582191
-> class 1\|2 [0.640]
Rule 46/161: (116.1/0.2, lift 16.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC7 <= 0.63135
PC9 > 0.329827
PC21 > -0.1238771
PC25 <= 0.09645989
PC58 <= -0.5032357
PC92 > -0.4198906
-> class 1\|3 [0.990]
Rule 46/162: (82.3, lift 16.3)
PC2 <= 2.5099
PC3 > 0.9997033
PC9 <= 0.329827
PC12 > 0.4427281
PC19 <= 0.1366851
PC20 <= 0.08415429
PC52 <= 0.907129
PC100 <= 0.5111197
-> class 1\|3 [0.988]
Rule 46/163: (58.1, lift 16.2)
PC1 <= 1.128336
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.571989
PC93 <= 0.6632618
-> class 1\|3 [0.983]
Rule 46/164: (31.2, lift 16.0)
PC1 > -0.4334595
PC5 <= 2.288986
PC9 > 0.329827
PC75 > 1.048987
PC92 > -0.4198906
-> class 1\|3 [0.970]
Rule 46/165: (58/0.9, lift 16.0)
PC1 > -0.4334595
PC5 <= 2.288986
PC9 > 0.329827
PC58 <= -0.5032357
PC80 <= -0.7858856
PC92 > -0.4198906
-> class 1\|3 [0.968]
Rule 46/166: (48.2/0.8, lift 15.9)
PC2 <= 2.5099
PC3 > 0.6685202
PC9 <= 0.329827
PC12 <= 0.4427281
PC19 > -1.163367
PC19 <= 0.1366851
PC38 > 0.07582191
-> class 1\|3 [0.965]
Rule 46/167: (139.6/6.1, lift 15.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC6 > -0.09150197
PC7 <= 0.63135
PC9 > 0.329827
PC21 > -0.1238771
PC43 <= 0.2778344
PC58 <= -0.5032357
PC73 > -0.8041395
PC100 <= 0.5564654
-> class 1\|3 [0.950]
Rule 46/168: (11.2, lift 15.3)
PC1 > -0.4334595
PC7 <= 0.63135
PC9 > 0.329827
PC12 > 2.630575
PC14 > -2.442777
PC58 <= -0.5032357
-> class 1\|3 [0.924]
Rule 46/169: (29.4/2.9, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC6 > -1.710813
PC15 > -1.571989
PC16 > 0.9959877
-> class 1\|3 [0.876]
Rule 46/170: (5.4, lift 14.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC5 <= 2.288986
PC23 > 2.756399
PC58 <= -0.5032357
-> class 1\|3 [0.865]
Rule 46/171: (4.8, lift 14.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC5 <= 2.288986
PC21 > -0.1551749
PC21 <= -0.1238771
PC58 <= -0.5032357
-> class 1\|3 [0.853]
Rule 46/172: (18/6.3, lift 10.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 > 0.329827
PC30 > 0.633185
PC58 > -0.5032357
-> class 1\|3 [0.633]
Rule 46/173: (513.5/202.9, lift 10.0)
PC1 > -0.4334595
PC6 > 0.8241328
PC9 <= 0.329827
PC19 <= -1.163367
PC27 > -0.3543069
-> class 1\|3 [0.604]
Rule 46/174: (401.2, lift 13.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 <= 2.053931
PC12 > -1.731584
PC19 <= 0.1373148
PC21 > -0.08193903
PC29 <= 0.2019749
PC32 > -0.56495
PC46 <= 1.480478
PC60 > -0.4655866
PC71 <= 0.9060505
-> class 2\|0 [0.998]
Rule 46/175: (250.7/1.6, lift 13.1)
PC8 > 2.293971
PC11 > -0.9337804
PC11 <= 2.053931
PC12 > -1.731584
PC32 > -0.56495
PC46 <= 1.480478
PC56 <= 0.5283641
PC60 > -0.4655866
PC67 > 0.02848365
PC71 <= 0.9060505
PC74 > -0.5538318
PC97 <= 0.638661
-> class 2\|0 [0.990]
Rule 46/176: (85.1/1.3, lift 12.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 > -0.9337804
PC12 > -1.731584
PC21 > -0.08193903
PC47 > 0.5981562
PC56 <= 0.5283641
PC66 > -0.8204738
PC97 <= 0.638661
-> class 2\|0 [0.974]
Rule 46/177: (291.3/6.8, lift 12.9)
PC7 > 0.6089534
PC8 > 2.293971
PC11 <= 2.053931
PC12 > -1.731584
PC21 > -0.08193903
PC29 <= 0.2019749
PC30 <= 0.4605063
PC35 > -0.06648187
PC46 <= 1.480478
PC56 <= 0.5283641
PC60 > -0.4655866
PC64 <= 0.1997956
PC71 <= 0.9060505
PC80 > -0.3722249
-> class 2\|0 [0.974]
Rule 46/178: (21, lift 12.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -0.9156818
PC9 <= 0.329827
PC10 <= -0.5037766
PC19 > 0.1366851
PC52 > -0.3663496
-> class 2\|0 [0.957]
Rule 46/179: (18.4, lift 12.6)
PC1 <= -0.4334595
PC6 > -0.9504476
PC8 > 1.189587
PC8 <= 2.293971
PC12 > 1.414295
-> class 2\|0 [0.951]
Rule 46/180: (171.3/9.5, lift 12.4)
PC1 <= -0.4334595
PC2 > -1.439027
PC8 > 1.189587
PC12 > -0.861384
PC36 <= 0.3500793
PC74 > -0.3609722
-> class 2\|0 [0.940]
Rule 46/181: (22.1/0.8, lift 12.2)
PC1 <= -0.4334595
PC8 > 1.189587
PC12 > 1.414295
PC34 > -0.5438686
PC63 <= -0.3914788
-> class 2\|0 [0.924]
Rule 46/182: (9.9, lift 12.1)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC22 > -0.8724027
PC23 > 0.9437228
PC41 > -2.973415
PC43 > 0.388566
-> class 2\|0 [0.916]
Rule 46/183: (7.8, lift 11.9)
PC1 > -1.431208
PC1 <= -0.4334595
PC8 > 2.293971
PC21 <= -0.08193903
-> class 2\|0 [0.898]
Rule 46/184: (26.7/2.7, lift 11.6)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 > 0.9033746
PC12 > -1.731584
PC21 > -0.08193903
PC56 <= 0.5283641
PC60 <= -0.4655866
PC97 <= 0.638661
-> class 2\|0 [0.872]
Rule 46/185: (5, lift 11.3)
PC1 <= -0.4334595
PC2 <= -1.439027
PC8 > 1.189587
PC8 <= 2.293971
PC34 <= -0.5438686
-> class 2\|0 [0.857]
Rule 46/186: (2590.1/1566.6, lift 5.2)
PC2 <= 2.5099
PC9 <= 0.329827
PC12 > 0.4427281
PC19 <= 0.1366851
PC20 <= 0.08415429
-> class 2\|0 [0.395]
Rule 46/187: (111.4, lift 10.0)
PC1 <= -1.114066
PC3 > -2.063383
PC7 <= 0.6183925
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC38 > 0.2751541
PC43 > -2.661045
PC48 <= 0.6791302
PC56 > -0.2203754
PC58 > -0.8027554
PC85 > -1.780849
PC89 <= 0.4101843
PC93 <= 0.6006563
-> class 2\|1 [0.991]
Rule 46/188: (261.6/2.1, lift 10.0)
PC2 <= -1.439027
PC6 <= 3.068577
PC8 > 1.189587
PC8 <= 2.293971
PC12 <= 1.414295
PC20 <= 0.1137367
PC24 > -0.4801424
PC34 > -0.5438686
PC47 > -1.026152
-> class 2\|1 [0.988]
Rule 46/189: (75.1, lift 9.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC29 <= 0.2019749
PC32 <= -0.56495
PC64 > 0.1997956
-> class 2\|1 [0.987]
Rule 46/190: (60.5, lift 9.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC19 > 0.1373148
PC32 > -0.56495
PC67 <= 0.02848365
-> class 2\|1 [0.984]
Rule 46/191: (57.9, lift 9.9)
PC2 <= -9.55354
-> class 2\|1 [0.983]
Rule 46/192: (52.9, lift 9.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC32 <= -0.56495
PC35 <= -0.06648187
PC80 > -0.3722249
-> class 2\|1 [0.982]
Rule 46/193: (110.7/1.3, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC6 <= 1.404732
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC28 > -0.114301
PC43 <= 0.388566
PC48 <= 0.6791302
PC50 <= 1.063961
PC56 > -0.2203754
PC71 > 0.04789626
PC85 > -1.780849
PC92 <= 0.597307
PC93 <= 0.6006563
-> class 2\|1 [0.980]
Rule 46/194: (48.8, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC3 <= -1.357168
PC8 > -0.5495703
PC8 <= 2.293971
PC22 > -0.8724027
PC43 <= 0.388566
PC56 <= -0.2203754
-> class 2\|1 [0.980]
Rule 46/195: (40.6, lift 9.8)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 <= -0.9337804
-> class 2\|1 [0.976]
Rule 46/196: (40.3, lift 9.8)
PC1 <= -0.4334595
PC8 > 2.293971
PC56 > 0.5283641
-> class 2\|1 [0.976]
Rule 46/197: (38.1, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC12 > -2.780835
PC22 <= -0.8724027
PC30 > -0.2726555
PC46 <= -0.2830695
PC74 > -0.6089056
PC83 <= 0.0636989
-> class 2\|1 [0.975]
Rule 46/198: (124.9/2.3, lift 9.8)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 <= 0.9033746
PC21 > -0.08193903
PC47 <= 0.5981562
PC60 <= -0.4655866
-> class 2\|1 [0.974]
Rule 46/199: (79.2/1.5, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC34 > 0.9387439
-> class 2\|1 [0.969]
Rule 46/200: (30.7, lift 9.8)
PC1 <= -0.4334595
PC2 > -1.439027
PC2 <= 2.5099
PC8 > 1.189587
PC8 <= 2.293971
PC74 <= -0.3609722
-> class 2\|1 [0.969]
Rule 46/201: (101.7/2.2, lift 9.8)
PC1 <= -0.4334595
PC8 > 2.293971
PC12 <= -1.731584
-> class 2\|1 [0.969]
Rule 46/202: (29.5, lift 9.8)
PC1 <= -0.4334595
PC2 > -1.439027
PC2 <= 2.5099
PC4 <= 0.2891751
PC8 > -0.5495703
PC8 <= 2.293971
PC12 > -0.861384
PC36 > 0.3500793
-> class 2\|1 [0.968]
Rule 46/203: (28.9, lift 9.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -0.9156818
PC9 <= -0.3533954
PC17 <= -0.005344559
PC19 > 0.1366851
PC41 > -0.06325307
-> class 2\|1 [0.968]
Rule 46/204: (166.2/4.7, lift 9.7)
PC1 <= -1.114066
PC3 > -2.063383
PC6 <= 1.404732
PC7 <= 0.6183925
PC8 > -0.5495703
PC22 > -0.8724027
PC28 > -0.114301
PC43 > -2.661045
PC43 <= 0.388566
PC56 > -0.2203754
PC58 > -0.8027554
PC63 <= 0.2017673
PC80 <= 0.1535308
PC89 <= 0.4101843
PC92 <= 0.597307
PC93 <= 0.6006563
-> class 2\|1 [0.966]
Rule 46/205: (26.5, lift 9.7)
PC1 <= -0.4334595
PC8 > 2.293971
PC19 > 0.1373148
PC74 <= -0.5538318
-> class 2\|1 [0.965]
Rule 46/206: (194.9/6, lift 9.7)
PC1 <= -1.431208
PC8 > 2.293971
PC21 <= -0.08193903
PC97 <= 0.638661
-> class 2\|1 [0.964]
Rule 46/207: (77.5/1.9, lift 9.7)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC43 <= 0.388566
PC48 > 0.6791302
-> class 2\|1 [0.963]
Rule 46/208: (24.6, lift 9.7)
PC1 <= -0.4334595
PC7 <= 0.6089534
PC8 > 2.293971
PC32 <= -0.56495
PC60 > -0.4655866
-> class 2\|1 [0.962]
Rule 46/209: (38.1/0.7, lift 9.6)
PC1 <= -0.4334595
PC2 > -1.439027
PC8 > 1.189587
PC8 <= 2.293971
PC12 <= -0.861384
-> class 2\|1 [0.958]
Rule 46/210: (21.7, lift 9.7)
PC1 <= -0.4334595
PC8 > 2.293971
PC71 > 0.9060505
-> class 2\|1 [0.958]
Rule 46/211: (21.1, lift 9.6)
PC2 <= 2.5099
PC7 > 1.070939
PC57 <= -1.484683
PC65 > 0.6387532
-> class 2\|1 [0.957]
Rule 46/212: (74.9/2.6, lift 9.6)
PC2 <= 2.5099
PC8 > -3.1844
PC9 <= 0.329827
PC12 <= 0.4427281
PC19 <= 0.1366851
PC82 > 0.5649222
-> class 2\|1 [0.954]
Rule 46/213: (28.1/0.4, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC6 <= -0.8741968
PC8 > -0.5495703
PC8 <= 1.189587
PC50 <= -0.4583999
PC56 <= -0.2203754
-> class 2\|1 [0.954]
Rule 46/214: (17.1, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC27 <= -0.7546553
PC29 <= 0.3446466
PC47 <= -1.161003
-> class 2\|1 [0.948]
Rule 46/215: (59.3/2.3, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC22 > -0.8724027
PC43 > 0.388566
PC56 > 0.0990935
PC85 > -1.780849
-> class 2\|1 [0.946]
Rule 46/216: (16.4, lift 9.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC6 <= -2.792601
PC12 > 0.4427281
PC19 <= 0.1366851
PC65 <= 0.6387532
-> class 2\|1 [0.946]
Rule 46/217: (13.2, lift 9.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC7 > 0.6089534
PC30 > 0.4605063
-> class 2\|1 [0.934]
Rule 46/218: (92.8/5.7, lift 9.4)
PC1 <= -0.4334595
PC3 > -2.063383
PC6 <= -0.9504476
PC8 > 1.189587
PC8 <= 2.293971
PC12 > 1.414295
PC63 > -0.3914788
-> class 2\|1 [0.930]
Rule 46/219: (39.4/2.1, lift 9.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC46 > 1.480478
PC97 <= 0.638661
-> class 2\|1 [0.925]
Rule 46/220: (99.9/7.3, lift 9.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC29 > 0.2019749
PC97 <= 0.638661
-> class 2\|1 [0.918]
Rule 46/221: (8.9, lift 9.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC22 <= -0.8724027
PC32 <= -2.278267
PC74 > -0.6089056
PC83 <= 0.0636989
-> class 2\|1 [0.908]
Rule 46/222: (67.8/5.4, lift 9.1)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC12 > -2.780835
PC22 <= -0.8724027
PC30 > -0.2726555
PC34 <= -0.07273726
PC74 > -0.6089056
PC83 <= 0.0636989
-> class 2\|1 [0.908]
Rule 46/223: (10/0.4, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC29 <= 0.3446466
PC45 > 0.326501
PC57 <= -0.100883
PC64 <= -0.1138732
-> class 2\|1 [0.884]
Rule 46/224: (129.5/14.9, lift 8.9)
PC1 <= -0.4334595
PC8 > -0.5495703
PC11 > 2.053931
PC12 > -1.731584
PC21 > -0.08193903
PC56 <= 0.5283641
PC66 > -0.8204738
-> class 2\|1 [0.879]
Rule 46/225: (356.7/44.6, lift 8.8)
PC2 <= -1.439027
PC8 > 1.189587
PC8 <= 2.293971
PC12 <= 1.414295
PC20 <= 0.4645252
PC34 > -0.5438686
PC51 <= 0.3722911
PC70 <= 0.2912573
-> class 2\|1 [0.873]
Rule 46/226: (39.4/5, lift 8.6)
PC2 <= 2.5099
PC8 > -2.966951
PC14 <= -3.571462
-> class 2\|1 [0.856]
Rule 46/227: (46.1/9.6, lift 7.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC28 <= -0.2656237
-> class 2\|1 [0.780]
Rule 46/228: (121.4/27.2, lift 7.8)
PC2 <= 2.5099
PC7 > 0.6089534
PC8 > -0.5495703
PC12 > -1.731584
PC21 > -0.08193903
PC29 <= 0.2019749
PC32 <= -0.56495
PC46 <= 1.480478
PC64 <= 0.1997956
PC80 <= -0.3722249
-> class 2\|1 [0.771]
Rule 46/229: (114.8, lift 10.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC22 <= -0.8724027
PC74 <= -0.6089056
-> class 2\|2 [0.991]
Rule 46/230: (102.1/0.3, lift 10.6)
PC1 <= -0.4334595
PC6 <= -0.05992074
PC7 > -1.213506
PC8 <= -0.5495703
PC15 > -0.9084422
PC43 <= -1.048315
PC57 > -0.100883
PC60 <= 1.645929
-> class 2\|2 [0.987]
Rule 46/231: (60.1, lift 10.5)
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC12 <= -2.780835
PC22 <= -0.8724027
PC57 <= 0.3321664
PC83 <= 0.0636989
-> class 2\|2 [0.984]
Rule 46/232: (65.8/0.3, lift 10.5)
PC1 <= -0.4334595
PC8 > -2.087271
PC8 <= -0.5495703
PC9 <= 7.850052
PC28 > -0.2656237
PC56 > 0.145356
PC57 > -0.100883
PC63 > 0.1266935
-> class 2\|2 [0.981]
Rule 46/233: (116.2/1.5, lift 10.5)
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC14 > -3.571462
PC18 > -0.453394
PC37 <= 1.422928
PC40 <= -0.6081436
PC57 <= -0.100883
-> class 2\|2 [0.979]
Rule 46/234: (311.8/5.9, lift 10.5)
PC1 <= -0.8876088
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC9 > -4.402143
PC12 <= 4.792502
PC18 > -0.453394
PC28 > -0.2656237
PC37 <= 1.422928
PC57 <= -0.100883
PC64 > -0.1138732
-> class 2\|2 [0.978]
Rule 46/235: (54.5/0.4, lift 10.4)
PC1 <= -1.777456
PC8 > -1.177402
PC8 <= -0.5495703
PC10 <= 0.2830673
PC17 <= 0.5492198
PC56 <= 0.145356
PC59 > -0.6055204
PC76 <= 0.3326994
-> class 2\|2 [0.975]
Rule 46/236: (30.5, lift 10.4)
PC1 <= -0.4334595
PC2 > -9.55354
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC34 <= 0.9387439
PC43 <= 0.388566
PC48 <= 0.6791302
PC85 > -1.780849
PC93 > 0.6006563
-> class 2\|2 [0.969]
Rule 46/237: (29.5, lift 10.4)
PC1 <= -0.4334595
PC8 > 1.189587
PC8 <= 2.293971
PC12 <= 1.414295
PC20 > 0.1137367
PC70 > 0.2912573
-> class 2\|2 [0.968]
Rule 46/238: (28.2, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC43 <= 0.388566
PC48 <= 0.6791302
PC85 > -1.780849
PC92 > 0.597307
-> class 2\|2 [0.967]
Rule 46/239: (24.4, lift 10.3)
PC1 <= -0.4334595
PC2 <= -1.439027
PC4 <= 0.2891751
PC6 > 3.068577
PC8 > -0.5495703
PC8 <= 2.293971
PC20 <= 0.1137367
-> class 2\|2 [0.962]
Rule 46/240: (79/2.2, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC3 > -1.357168
PC6 <= -0.8741968
PC8 > -0.5495703
PC8 <= 1.189587
PC43 <= 0.388566
PC50 > -0.4583999
PC56 <= -0.2203754
-> class 2\|2 [0.960]
Rule 46/241: (126.1/4.4, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= 0.2891751
PC8 > -0.5495703
PC8 <= 1.189587
PC22 <= -0.8724027
PC30 > -0.2726555
PC57 <= 0.3321664
PC83 > 0.0636989
-> class 2\|2 [0.958]
Rule 46/242: (54/1.4, lift 10.2)
PC1 <= -0.4334595
PC8 > -2.966951
PC8 <= -0.5495703
PC11 > 0.8444521
PC14 > -3.571462
PC28 > -0.2656237
PC37 <= 1.422928
PC57 <= -0.100883
PC64 <= -0.1138732
-> class 2\|2 [0.958]
Rule 46/243: (124.1/6.7, lift 10.0)
PC1 <= -1.777456
PC8 > -2.966951
PC8 <= -0.5495703
PC9 <= -1.680325
PC10 <= 0.2830673
PC18 > -0.453394
PC43 > -1.048315
PC59 > -0.6055204
PC62 <= 0.2692127
PC76 <= 0.3326994
-> class 2\|2 [0.939]
Rule 46/244: (14.3, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC34 <= 0.9387439
PC48 <= 0.6791302
PC56 > -0.2203754
PC58 <= -0.8027554
-> class 2\|2 [0.938]
Rule 46/245: (48.5/2.4, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= 0.2891751
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC28 > -0.114301
PC38 <= 0.2751541
PC48 <= 0.6791302
PC63 > 0.2017673
PC71 <= 0.04789626
-> class 2\|2 [0.932]
Rule 46/246: (10.9, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC43 <= -2.661045
PC48 <= 0.6791302
PC50 <= 1.063961
PC71 <= 0.04789626
-> class 2\|2 [0.923]
Rule 46/247: (10.7, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 2.293971
PC20 > 0.1137367
PC33 <= -0.2940664
PC34 > -0.5438686
-> class 2\|2 [0.921]
Rule 46/248: (137.5/10.1, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= 0.2891751
PC7 > 0.6183925
PC8 > -0.5495703
PC8 <= 1.189587
PC28 > -0.114301
PC43 <= 0.388566
PC93 <= 0.6006563
-> class 2\|2 [0.920]
Rule 46/249: (261.4/21.4, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.5495703
PC8 <= 1.189587
PC22 <= -0.8724027
PC32 > -2.278267
PC34 > -0.07273726
PC46 > -0.2830695
PC57 <= 0.3321664
-> class 2\|2 [0.915]
Rule 46/250: (9.3, lift 9.7)
PC1 <= -0.4334595
PC4 <= 0.2891751
PC8 > 1.189587
PC8 <= 2.293971
PC20 > 0.4645252
-> class 2\|2 [0.911]
Rule 46/251: (9, lift 9.7)
PC8 > -0.5495703
PC8 <= 1.189587
PC34 <= 0.9387439
PC41 <= -2.973415
PC43 > 0.388566
-> class 2\|2 [0.909]
Rule 46/252: (57.6/4.7, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC7 <= 0.6183925
PC8 > -0.5495703
PC8 <= 1.189587
PC28 > -0.114301
PC43 <= 0.388566
PC50 <= 1.063961
PC56 > -0.2203754
PC71 <= 0.04789626
PC89 > 0.4101843
-> class 2\|2 [0.904]
Rule 46/253: (125.6/12, lift 9.6)
PC8 > -2.966951
PC8 <= -0.5495703
PC9 > 7.850052
PC14 > -3.571462
PC96 > -0.1650059
-> class 2\|2 [0.898]
Rule 46/254: (47.6/4.2, lift 9.6)
PC1 <= -1.777456
PC8 > -2.966951
PC9 > -1.680325
PC10 <= 0.2830673
PC14 > -3.571462
PC18 > -0.492968
PC56 <= 0.145356
PC57 > -0.100883
PC70 > 0.2524897
PC76 <= 0.3326994
-> class 2\|2 [0.896]
Rule 46/255: (45/4.7, lift 9.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC27 <= -0.7546553
PC29 <= 0.3446466
PC47 > -1.161003
-> class 2\|2 [0.879]
Rule 46/256: (22.3/2.1, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= 0.2891751
PC8 > -0.5495703
PC8 <= 1.189587
PC34 <= 0.9387439
PC50 > 1.063961
PC58 > -0.8027554
PC85 > -1.780849
-> class 2\|2 [0.872]
Rule 46/257: (86.6/10.6, lift 9.3)
PC1 <= -0.4334595
PC2 <= -1.439027
PC8 > -0.5495703
PC8 <= 2.293971
PC20 > 0.1137367
PC51 > 0.3722911
PC70 <= 0.2912573
-> class 2\|2 [0.869]
Rule 46/258: (68.6/10.9, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.087271
PC8 <= -0.5495703
PC9 <= 7.850052
PC17 <= 0.5492198
PC28 > -0.2656237
PC43 > -1.048315
PC56 > 0.145356
PC86 > 0.3709893
-> class 2\|2 [0.832]
Rule 46/259: (23.2/3.6, lift 8.8)
PC1 > -1.114066
PC2 <= 2.5099
PC6 <= 1.404732
PC7 <= 0.6183925
PC8 > -0.5495703
PC8 <= 1.189587
PC22 > -0.8724027
PC34 <= 0.9387439
PC43 <= 0.388566
PC56 > -0.2203754
PC71 <= 0.04789626
PC89 <= 0.4101843
-> class 2\|2 [0.819]
Rule 46/260: (11.8/1.8, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC6 > -0.8741968
PC8 > -0.5495703
PC8 <= 1.189587
PC38 > 0.1967136
PC56 <= -0.2203754
PC95 > -0.1445958
-> class 2\|2 [0.795]
Rule 46/261: (29.8/9.5, lift 7.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.9997033
PC6 > -2.792601
PC9 <= 0.329827
PC12 > 0.4427281
PC20 <= 0.08415429
PC65 <= 0.6387532
PC73 > 0.05453787
-> class 2\|2 [0.670]
Rule 46/262: (463.6/169.9, lift 6.8)
PC1 <= -0.4334595
PC8 <= -0.5495703
PC13 <= 0.4206764
PC46 > 0.4031499
PC64 > -0.1822279
-> class 2\|2 [0.633]
Rule 46/263: (155.4, lift 8.6)
PC1 <= -0.4334595
PC8 <= -2.966951
PC36 <= 0.2553899
PC41 > -2.177238
PC51 <= 0.8443022
PC96 > 0.2911013
-> class 2\|3 [0.994]
Rule 46/264: (164.7/0.2, lift 8.6)
PC1 <= -0.4334595
PC8 > -2.966951
PC8 <= -1.177402
PC9 > -1.680325
PC10 <= 0.2830673
PC17 <= 0.5492198
PC43 > -1.048315
PC57 > -0.100883
PC59 > -0.6055204
PC70 <= 0.2524897
PC76 <= 0.3326994
-> class 2\|3 [0.993]
Rule 46/265: (59.3, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC6 > -1.547092
PC8 > -2.966951
PC8 <= -0.5495703
PC11 <= 0.8444521
PC18 > -0.492968
PC40 > -0.6081436
PC45 <= 0.326501
PC57 <= -0.100883
PC64 <= -0.1138732
-> class 2\|3 [0.984]
Rule 46/266: (83.1/0.4, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC7 <= -1.213506
PC9 <= 7.850052
PC43 <= -1.048315
-> class 2\|3 [0.983]
Rule 46/267: (57.4, lift 8.5)
PC2 <= 2.5099
PC8 <= -2.966951
PC13 <= 0.4206764
PC38 <= 0.2592863
PC51 <= 0.8443022
PC61 <= 0.1314662
PC85 > 0.3236245
PC93 > 0.3211098
-> class 2\|3 [0.983]
Rule 46/268: (252.2/3.9, lift 8.5)
PC1 > -1.777456
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC17 <= 0.5492198
PC43 > -1.048315
PC56 <= 0.145356
PC57 > -0.100883
PC59 > -0.6055204
-> class 2\|3 [0.981]
Rule 46/269: (39.5, lift 8.4)
PC8 <= -2.663209
PC9 > 7.850052
PC27 > -0.7546553
PC38 <= 0.8947983
PC57 > -0.100883
-> class 2\|3 [0.976]
Rule 46/270: (38, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.966951
PC18 > -0.492968
PC23 > 2.327786
PC61 > 0.1314662
-> class 2\|3 [0.975]
Rule 46/271: (36.6, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.966951
PC27 > 0.3871555
PC51 <= 0.8443022
PC83 <= 0.4173378
PC85 > 0.3236245
-> class 2\|3 [0.974]
Rule 46/272: (34.7, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.966951
PC13 <= 0.4206764
PC17 > 0.9835293
-> class 2\|3 [0.973]
Rule 46/273: (90.2/1.6, lift 8.4)
PC1 <= -0.4334595
PC8 <= -0.5495703
PC14 > -3.571462
PC15 > 0.6607555
PC27 > -0.7546553
PC43 > -1.048315
PC57 > -0.100883
PC59 <= -0.6055204
-> class 2\|3 [0.972]
Rule 46/274: (29.8, lift 8.4)
PC1 <= -0.4334595
PC8 <= -0.5495703
PC14 > -3.571462
PC27 > -0.7546553
PC43 <= -1.048315
PC60 > 1.645929
-> class 2\|3 [0.969]
Rule 46/275: (47.4/0.6, lift 8.4)
PC8 <= -0.5495703
PC12 > 4.792502
PC14 > -3.571462
PC37 <= 1.422928
-> class 2\|3 [0.967]
Rule 46/276: (237.5/7.7, lift 8.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC9 <= 7.850052
PC10 > 0.2830673
PC17 <= 0.5492198
PC18 > -0.453394
PC27 > -0.7546553
PC29 <= 0.3446466
PC43 > -1.048315
PC56 <= 0.145356
PC57 > -0.100883
PC59 > -0.6055204
-> class 2\|3 [0.964]
Rule 46/277: (73.5/2.1, lift 8.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 <= -0.9156818
PC9 <= 0.329827
PC19 > 0.1366851
PC43 <= -0.1649584
-> class 2\|3 [0.958]
Rule 46/278: (21.4, lift 8.3)
PC1 <= -0.4334595
PC8 <= -2.966951
PC13 <= 0.4206764
PC61 > 0.1314662
PC67 > 0.4530539
PC85 > 0.3236245
-> class 2\|3 [0.957]
Rule 46/279: (40.1/1.3, lift 8.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= -0.5495703
PC9 <= 7.850052
PC15 <= -0.9084422
PC43 <= -1.048315
PC57 > -0.100883
-> class 2\|3 [0.944]
Rule 46/280: (188/10.6, lift 8.1)
PC1 <= -1.777456
PC8 > -2.966951
PC8 <= -0.5495703
PC9 <= 7.850052
PC17 <= 0.5492198
PC27 > -0.7546553
PC43 > -1.048315
PC56 <= 0.145356
PC57 > -0.100883
PC76 > 0.3326994
-> class 2\|3 [0.939]
Rule 46/281: (93.9/5.1, lift 8.1)
PC1 <= -0.4334595
PC8 <= -2.966951
PC18 > -0.492968
PC76 <= -0.48181
PC83 <= 0.4173378
-> class 2\|3 [0.936]
Rule 46/282: (7.9, lift 7.8)
PC8 > -2.966951
PC8 <= -0.5495703
PC9 > 7.850052
PC14 > -3.571462
PC38 > 0.8947983
PC57 > -0.100883
-> class 2\|3 [0.899]
Rule 46/283: (43.8/5.8, lift 7.4)
PC1 > -0.8876088
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
-> class 2\|3 [0.851]
Rule 46/284: (7450.5/5328.2, lift 2.5)
PC1 <= -0.4334595
PC2 <= 2.5099
-> class 2\|3 [0.285]
Rule 46/285: (12460.1/10151.6, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.185]
Rule 46/286: (460.7/0.5, lift 15.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= -0.5495703
PC18 <= -0.492968
PC33 > 0.1273195
PC55 > -0.3099379
PC67 <= 0.2302268
-> class 2\|4 [0.997]
Rule 46/287: (379, lift 15.6)
PC1 <= -0.4334595
PC8 <= -2.966951
PC36 <= 0.2553899
PC40 > 1.356368
-> class 2\|4 [0.997]
Rule 46/288: (156.2, lift 15.6)
PC1 <= -0.4334595
PC8 <= -2.966951
PC13 > 0.4206764
PC21 > 0.8591744
-> class 2\|4 [0.994]
Rule 46/289: (151.5/0.2, lift 15.5)
PC1 > -0.4334595
PC1 <= 16.39705
PC2 <= 2.5099
PC8 <= -0.9156818
PC19 > 0.1366851
PC26 <= 1.247296
PC30 <= -0.2057942
PC43 > -0.1649584
PC72 > -0.7606073
-> class 2\|4 [0.992]
Rule 46/290: (71.4, lift 15.4)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.6685202
PC9 <= 0.329827
PC19 > -1.163367
PC82 > -0.4479639
PC82 <= 0.5649222
PC88 <= -0.2864271
-> class 2\|4 [0.986]
Rule 46/291: (103.9/1.6, lift 15.3)
PC8 <= -2.966951
PC36 <= 0.2553899
PC45 <= 0.1528479
PC46 <= 0.4031499
PC49 <= 0.07827593
PC76 <= 0.5309201
PC77 > 0.171089
PC80 > -0.7750584
PC82 <= 0.1202715
PC85 <= 0.3236245
PC95 > 0.01040603
PC96 <= 0.2911013
-> class 2\|4 [0.976]
Rule 46/292: (19.9, lift 14.9)
PC2 <= 2.5099
PC8 <= -2.966951
PC38 <= 0.2592863
PC51 > 0.8443022
-> class 2\|4 [0.954]
Rule 46/293: (16.1, lift 14.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC17 > 0.5492198
PC27 > -0.7546553
PC57 > -0.100883
PC72 > 0.04709764
-> class 2\|4 [0.945]
Rule 46/294: (43/3.8, lift 14.0)
PC2 <= 2.5099
PC8 <= -2.966951
PC13 <= 0.4206764
PC27 > 0.7584817
PC38 <= 0.2592863
PC46 <= 0.4031499
-> class 2\|4 [0.892]
Rule 46/295: (25.6/2.1, lift 13.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC9 <= 7.850052
PC15 <= 0.6607555
PC56 <= 0.145356
PC57 > -0.100883
PC59 <= -0.6055204
-> class 2\|4 [0.888]
Rule 46/296: (27/4.4, lift 12.7)
PC1 <= -0.4334595
PC8 <= -2.966951
PC27 <= 0.7584817
PC38 <= 0.2592863
PC41 <= -2.177238
PC46 <= 0.4031499
-> class 2\|4 [0.814]
Rule 46/297: (581.4/156.2, lift 11.4)
PC2 <= 2.5099
PC8 <= -2.966951
PC46 <= 0.4031499
PC81 <= 0.226089
PC85 > 0.3236245
-> class 2\|4 [0.731]
Rule 46/298: (20.6/6.8, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC37 > 1.422928
PC57 <= -0.100883
-> class 2\|4 [0.654]
Rule 46/299: (32.6/11.5, lift 10.0)
PC1 <= -0.4334595
PC6 > -0.05992074
PC8 <= -0.5495703
PC15 > -0.9084422
PC29 <= 0.3446466
PC43 <= -1.048315
PC57 > -0.100883
PC60 <= 1.645929
-> class 2\|4 [0.640]
Rule 46/300: (45.5/20.2, lift 8.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.966951
PC8 <= -0.5495703
PC18 > -0.492968
PC29 > 0.3446466
-> class 2\|4 [0.554]
Default class: 2\|3
----- Trial 47: -----
Rules:
Rule 47/1: (160.3, lift 16.4)
PC2 <= 6.632227
PC4 > -8.071015
PC13 <= 8.316996
PC18 > 2.129967
PC19 <= -0.00961022
PC22 > -0.7302641
PC32 > 0.7004737
PC33 <= 3.237279
PC55 > -0.4851243
PC71 <= 0.4788486
PC97 <= 0.3049408
-> class 0\|0 [0.994]
Rule 47/2: (68.8, lift 16.3)
PC2 <= 6.632227
PC4 <= -8.071015
PC14 > -0.4700126
PC16 <= -0.449893
PC18 > 2.848612
PC64 <= 0.2544598
PC93 <= 0.3487782
-> class 0\|0 [0.986]
Rule 47/3: (88.3/0.7, lift 16.2)
PC4 > -8.071015
PC5 <= -0.501492
PC9 > 0.2734779
PC18 > 2.129967
PC55 > -0.2022897
PC71 <= 0.4788486
PC91 > -0.259846
PC97 <= 0.3049408
-> class 0\|0 [0.982]
Rule 47/4: (77.6/0.8, lift 16.1)
PC4 <= 9.102389
PC12 <= 2.058601
PC18 > 2.129967
PC27 <= 2.941081
PC40 > -1.922421
PC56 <= 1.988945
PC67 <= -0.191089
PC81 <= 0.9457766
PC85 > -2.471968
-> class 0\|0 [0.977]
Rule 47/5: (68.2/0.7, lift 16.1)
PC4 <= 10.39132
PC13 <= 8.316996
PC18 > 2.129967
PC27 <= 2.941081
PC56 <= 1.988945
PC67 <= 0.4744273
PC86 <= -1.50712
-> class 0\|0 [0.976]
Rule 47/6: (402.8/10.6, lift 16.0)
PC2 > 3.059934
PC2 <= 6.632227
PC4 > -8.071015
PC5 > -0.501492
PC13 <= 8.316996
PC15 <= 1.139282
PC18 > 2.129967
PC27 <= 2.941081
PC50 <= 0.4385564
PC55 > -0.4851243
PC56 <= 0.8819376
PC68 <= 1.009368
PC71 <= 0.4788486
PC72 > -0.5036493
PC91 > -0.6733376
PC97 <= 0.3049408
-> class 0\|0 [0.971]
Rule 47/7: (148.6/5, lift 15.8)
PC2 > 2.723708
PC3 <= 1.640775
PC4 <= 5.573752
PC6 <= 0.2633233
PC13 <= 0.8532363
PC14 > 0.5644688
PC18 > 0.6852615
PC67 <= 0.7143289
PC100 > -0.5482178
-> class 0\|0 [0.960]
Rule 47/8: (63.6/2.1, lift 15.7)
PC2 <= 6.632227
PC4 <= 9.102389
PC13 <= 8.316996
PC18 > 2.129967
PC27 <= 2.941081
PC55 > -0.4851243
PC56 <= 1.988945
PC100 <= -0.6978741
-> class 0\|0 [0.953]
Rule 47/9: (18.8, lift 15.7)
PC2 > 2.723708
PC3 <= 1.640775
PC6 > 0.2633233
PC18 > -0.4683644
PC18 <= 2.129967
-> class 0\|0 [0.952]
Rule 47/10: (34.8/0.9, lift 15.6)
PC2 <= 6.632227
PC4 <= 9.102389
PC13 <= 8.316996
PC18 > 2.129967
PC33 <= 3.237279
PC55 > -0.4851243
PC80 <= -0.2960351
PC97 > 0.3049408
-> class 0\|0 [0.948]
Rule 47/11: (46.1/2.7, lift 15.2)
PC4 <= 10.39132
PC13 <= 8.316996
PC18 > 2.129967
PC27 <= 2.941081
PC33 <= 3.237279
PC47 <= -1.02013
PC86 > -1.50712
-> class 0\|0 [0.923]
Rule 47/12: (16.5/0.5, lift 15.2)
PC4 > 5.573752
PC8 > 0.4183616
PC18 > -0.4683644
-> class 0\|0 [0.922]
Rule 47/13: (9.3, lift 15.0)
PC4 > 9.019572
PC4 <= 9.102389
PC18 > 2.129967
-> class 0\|0 [0.912]
Rule 47/14: (17.3/1, lift 14.8)
PC2 > 6.632227
PC4 <= 10.39132
PC13 <= 8.316996
PC18 > 2.129967
PC27 <= 2.941081
PC33 <= 3.237279
PC55 > -0.4851243
PC56 <= 1.988945
PC94 > 0.5546775
-> class 0\|0 [0.897]
Rule 47/15: (50.4/8.7, lift 13.5)
PC2 > 6.632227
PC4 <= 10.39132
PC13 <= 8.316996
PC15 <= 0.5641037
PC18 > 2.129967
PC27 <= 2.941081
PC33 <= 3.237279
PC40 > -1.922421
PC55 > -0.4851243
PC56 <= 1.988945
PC67 <= 0.4744273
PC85 > -2.471968
-> class 0\|0 [0.816]
Rule 47/16: (47.6/13.3, lift 11.7)
PC2 > 2.723708
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > -0.4683644
PC42 <= -2.840336
PC46 <= 2.019221
PC99 > -1.350496
-> class 0\|0 [0.711]
Rule 47/17: (128.5, lift 13.6)
PC2 > 6.632227
PC13 <= 8.316996
PC15 > 0.5641037
PC18 > 2.129967
PC56 <= 1.988945
PC86 > -1.50712
PC94 <= 0.5546775
-> class 0\|1 [0.992]
Rule 47/18: (107.6/1.4, lift 13.4)
PC2 > 2.723708
PC3 <= 1.640775
PC7 <= -0.7654072
PC18 <= -0.4683644
PC20 > -3.440173
PC23 > -1.45131
PC37 > 0.2175294
-> class 0\|1 [0.978]
Rule 47/19: (5.1, lift 11.7)
PC13 > 8.316996
PC100 > 3.559403
-> class 0\|1 [0.859]
Rule 47/20: (47.9/6.4, lift 11.6)
PC13 > 8.316996
PC18 > 3.543752
PC20 > -3.954047
PC46 <= 2.019221
-> class 0\|1 [0.851]
Rule 47/21: (43.3/7.2, lift 11.2)
PC2 > 2.723708
PC3 <= 1.640775
PC5 <= 2.765218
PC16 <= -0.4560341
PC18 > -1.829186
PC18 <= -0.4683644
-> class 0\|1 [0.820]
Rule 47/22: (17.7/3.2, lift 10.8)
PC2 > 2.723708
PC7 > -0.7224794
PC18 > -1.829186
PC18 <= -0.4683644
PC44 > 0.6426864
PC47 <= 1.804074
PC54 <= 3.096431
PC94 > 0.5224349
-> class 0\|1 [0.786]
Rule 47/23: (18/3.8, lift 10.4)
PC2 > 2.723708
PC18 <= -0.4683644
PC29 > -0.6656501
PC37 <= -1.959962
PC47 <= 1.804074
PC70 <= 0.2587226
-> class 0\|1 [0.760]
Rule 47/24: (2684.2/1453.3, lift 6.3)
PC2 > 2.723708
PC3 <= 1.640775
PC4 <= 10.39132
PC13 <= 8.316996
PC18 > -0.4683644
PC30 > -3.238498
PC46 <= 2.019221
-> class 0\|1 [0.459]
Rule 47/25: (164.9/107.2, lift 4.8)
PC2 > 2.723708
PC3 <= 1.640775
PC4 <= 8.375622
PC18 > -1.829186
PC97 > 1.410934
-> class 0\|1 [0.352]
Rule 47/26: (56.3, lift 10.0)
PC2 > 2.723708
PC13 > 1.698335
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 2.129967
PC30 > -3.238498
PC62 > -0.3591819
PC66 <= 1.249241
-> class 0\|2 [0.983]
Rule 47/27: (47.2, lift 10.0)
PC2 > 2.723708
PC3 <= 1.640775
PC13 <= 1.698335
PC18 > -0.4683644
PC46 <= 2.019221
PC85 > 1.627723
PC99 > -1.350496
-> class 0\|2 [0.980]
Rule 47/28: (44.3, lift 10.0)
PC2 > 2.990274
PC3 > -0.8894261
PC3 <= 1.640775
PC18 > -1.829186
PC18 <= -0.4683644
PC38 <= 1.10671
PC41 <= 0.2175477
PC44 <= 0.6426864
PC77 <= 1.242511
PC87 > -0.4312632
-> class 0\|2 [0.978]
Rule 47/29: (123.9/2.1, lift 9.9)
PC2 > 2.723708
PC3 <= 1.640775
PC14 <= 0.5644688
PC18 > -0.4683644
PC20 > -0.9430088
PC32 <= -0.1301751
PC49 <= 0.7176014
PC57 <= 0.8735422
PC73 <= 0.6456435
PC77 <= -0.1229769
PC80 <= 0.3292896
PC93 <= 0.3012548
-> class 0\|2 [0.976]
Rule 47/30: (107.6/2, lift 9.9)
PC2 > 2.723708
PC3 <= 1.640775
PC5 > 2.765218
PC18 <= -0.4683644
PC54 <= 3.096431
PC58 <= 3.236362
PC78 <= 3.132586
-> class 0\|2 [0.973]
Rule 47/31: (46.4/0.3, lift 9.9)
PC2 > 2.723708
PC6 > -1.360778
PC13 <= 1.698335
PC14 > -0.8971257
PC18 <= 2.129967
PC79 <= 0.7155718
PC85 <= 1.627723
PC90 <= -2.050295
-> class 0\|2 [0.972]
Rule 47/32: (132.3/2.8, lift 9.9)
PC13 > 8.316996
PC18 > -0.4683644
PC46 <= 2.019221
PC63 > -0.8551956
PC65 <= -0.4597442
-> class 0\|2 [0.972]
Rule 47/33: (30.7/0.2, lift 9.8)
PC3 <= 1.640775
PC13 <= 1.698335
PC14 > -0.8971257
PC14 <= 0.5644688
PC18 <= 2.129967
PC30 > -3.238498
PC46 <= 2.019221
PC59 <= -1.632287
PC77 > -0.1229769
PC99 > -1.350496
-> class 0\|2 [0.964]
Rule 47/34: (70.7/1.8, lift 9.8)
PC2 > 2.723708
PC3 <= 1.640775
PC14 <= -0.8971257
PC18 > -0.4683644
PC18 <= 2.129967
PC46 <= 2.019221
PC67 <= 0.7143289
PC99 > -1.350496
-> class 0\|2 [0.962]
Rule 47/35: (47.1/1, lift 9.8)
PC2 > 2.723708
PC3 <= 1.640775
PC14 > 0.5644688
PC18 > -0.4683644
PC18 <= 2.129967
PC50 > 0.8536695
PC81 <= 2.133149
PC99 > -1.350496
-> class 0\|2 [0.960]
Rule 47/36: (34.9/0.7, lift 9.7)
PC2 > 2.723708
PC12 > 2.058601
PC18 > 2.129967
PC67 <= -0.191089
-> class 0\|2 [0.953]
Rule 47/37: (17.9, lift 9.7)
PC16 > 0.3161492
PC18 <= -0.4683644
PC28 > 3.289739
PC69 <= 1.066061
PC77 <= 1.242511
-> class 0\|2 [0.950]
Rule 47/38: (128.8/5.5, lift 9.7)
PC4 > 8.375622
PC18 <= -0.4683644
PC37 > -1.959962
PC70 <= 2.195136
PC77 <= 1.242511
-> class 0\|2 [0.950]
Rule 47/39: (16.2, lift 9.6)
PC2 > 2.723708
PC6 > -0.7461939
PC7 <= -0.3301688
PC13 <= 1.353153
PC16 > 0.3161492
PC18 <= -0.4683644
PC31 > -0.04867892
PC69 <= 1.066061
PC71 <= 0.4713553
PC75 <= 0.0467784
-> class 0\|2 [0.945]
Rule 47/40: (12.7, lift 9.5)
PC2 > 2.723708
PC18 > -1.829186
PC18 <= -0.4683644
PC21 > 0.1393969
PC47 <= 1.804074
PC93 <= -1.31666
-> class 0\|2 [0.932]
Rule 47/41: (80.9/4.9, lift 9.5)
PC2 > 2.723708
PC7 > -0.605471
PC9 > 0.5460296
PC18 <= -1.829186
PC39 > -0.8190987
PC71 > -0.9794831
PC78 > -1.312719
-> class 0\|2 [0.929]
Rule 47/42: (23.4/0.8, lift 9.5)
PC2 > 2.723708
PC3 <= 1.640775
PC6 > -1.360778
PC11 > 0.2538003
PC14 > -0.8971257
PC30 > -3.238498
PC46 <= 2.019221
PC79 <= 0.7155718
-> class 0\|2 [0.928]
Rule 47/43: (49.8/3.3, lift 9.3)
PC7 > -0.7654072
PC18 <= -0.4683644
PC29 > -0.6656501
PC37 <= -1.959962
PC47 <= 1.804074
PC54 <= 3.096431
PC70 > 0.2587226
-> class 0\|2 [0.917]
Rule 47/44: (104.3/8.7, lift 9.3)
PC2 > 2.723708
PC3 <= 1.640775
PC14 <= 0.5644688
PC18 > -0.4683644
PC18 <= 2.129967
PC46 <= 2.019221
PC66 > -0.5636256
PC79 > 0.7155718
-> class 0\|2 [0.909]
Rule 47/45: (48.2/5.2, lift 8.9)
PC2 > 2.723708
PC3 <= 1.640775
PC6 <= 0.2633233
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 2.129967
PC30 > -3.238498
PC81 <= 2.133149
PC99 <= -1.350496
-> class 0\|2 [0.877]
Rule 47/46: (45.4/6.8, lift 8.5)
PC2 > 2.723708
PC6 > -0.7461939
PC7 > -0.605471
PC8 > -0.8362898
PC8 <= -0.1416677
PC13 <= 1.353153
PC18 <= -0.4683644
PC31 > -0.3028209
PC64 <= -0.4628634
PC69 <= 1.066061
PC71 > -0.9794831
PC73 <= 2.002053
PC77 <= 1.242511
PC98 > -0.5164444
-> class 0\|2 [0.835]
Rule 47/47: (19.3/4, lift 7.8)
PC2 > 2.723708
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 2.129967
PC81 > 2.133149
-> class 0\|2 [0.765]
Rule 47/48: (7202.9/5249.3, lift 2.8)
PC2 > 2.723708
-> class 0\|2 [0.271]
Rule 47/49: (276, lift 12.3)
PC4 > -7.83144
PC6 > -0.7461939
PC7 > -0.3301688
PC8 > -0.8362898
PC10 > -2.500309
PC11 > -0.03430764
PC13 > -1.184084
PC15 <= -0.1990302
PC18 <= -1.829186
PC34 > -1.920665
PC57 <= 1.474847
PC64 > -0.4628634
PC65 > -1.752205
PC71 <= 0.4713553
-> class 0\|3 [0.996]
Rule 47/50: (239.6, lift 12.3)
PC4 <= 8.375622
PC6 > -0.7461939
PC7 > -0.7654072
PC8 > -0.8362898
PC9 <= 0.5460296
PC11 > -0.03430764
PC17 <= 0.08259258
PC18 <= -1.829186
PC28 <= 3.289739
PC34 > -1.920665
PC57 <= 1.474847
PC64 > -0.4628634
PC71 <= 0.4713553
PC75 > 0.0467784
-> class 0\|3 [0.996]
Rule 47/51: (126.5, lift 12.2)
PC3 <= 1.640775
PC4 <= 8.375622
PC7 > -0.7224794
PC9 <= 0.5460296
PC16 <= 0.3161492
PC17 <= 0.63545
PC18 <= -1.829186
PC32 <= 2.463673
PC65 > -1.752205
PC71 <= 0.4713553
PC77 <= 1.242511
-> class 0\|3 [0.992]
Rule 47/52: (96.9, lift 12.2)
PC4 > -7.83144
PC8 > -0.1416677
PC9 <= 0.5460296
PC11 > -0.03430764
PC13 > -1.184084
PC13 <= 1.353153
PC16 > 0.3161492
PC18 <= -0.4683644
PC31 > -0.3028209
PC46 <= 0.2280874
PC64 <= -0.4628634
PC77 <= -0.2557314
PC90 <= 0.3289552
-> class 0\|3 [0.990]
Rule 47/53: (73, lift 12.2)
PC4 > -7.83144
PC4 <= 8.375622
PC18 <= -1.829186
PC37 > -1.959962
PC57 <= 1.474847
PC69 > 1.066061
PC98 > -0.5164444
-> class 0\|3 [0.987]
Rule 47/54: (71.8, lift 12.2)
PC2 > 2.723708
PC5 <= 2.765218
PC7 > -0.7224794
PC18 <= -0.4683644
PC37 > -1.959962
PC65 > -1.752205
PC73 > 2.002053
-> class 0\|3 [0.986]
Rule 47/55: (63.9, lift 12.1)
PC2 > 2.723708
PC4 <= 8.375622
PC7 > -0.7654072
PC16 > -0.4560341
PC18 <= -0.4683644
PC37 > -1.959962
PC43 > 1.773609
-> class 0\|3 [0.985]
Rule 47/56: (155.6/1.5, lift 12.1)
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 8.375622
PC7 > -0.605471
PC9 <= 0.5460296
PC11 > -0.03430764
PC13 > 1.353153
PC18 <= -1.829186
PC37 > -1.959962
-> class 0\|3 [0.984]
Rule 47/57: (62.2/0.1, lift 12.1)
PC2 > 2.723708
PC3 <= 1.640775
PC18 <= -0.4683644
PC54 > 3.096431
-> class 0\|3 [0.983]
Rule 47/58: (47.1, lift 12.1)
PC2 > 2.723708
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 8.375622
PC7 > -0.605471
PC9 <= 0.5460296
PC11 > -0.03430764
PC13 > -1.184084
PC13 <= 1.353153
PC18 <= -0.4683644
PC34 > -1.920665
PC60 <= 0.07835404
PC64 <= -0.4628634
-> class 0\|3 [0.980]
Rule 47/59: (46.1, lift 12.1)
PC2 > 2.723708
PC5 <= 2.765218
PC7 > -0.7654072
PC18 <= -0.4683644
PC99 <= -2.727979
-> class 0\|3 [0.979]
Rule 47/60: (44.9, lift 12.1)
PC2 > 2.723708
PC18 > -1.829186
PC18 <= -0.4683644
PC38 > 1.10671
PC44 <= 0.6426864
-> class 0\|3 [0.979]
Rule 47/61: (45.6, lift 12.1)
PC3 <= 1.640775
PC18 <= -0.4683644
PC26 <= -0.02727594
PC37 > -1.959962
PC77 > 1.242511
-> class 0\|3 [0.979]
Rule 47/62: (173.2/3.2, lift 12.0)
PC2 > 2.723708
PC4 > -7.83144
PC4 <= 8.375622
PC5 <= 2.765218
PC7 > -0.7654072
PC18 <= -1.829186
PC32 <= 2.463673
PC57 <= 1.474847
PC65 > -1.752205
PC98 <= -0.5164444
-> class 0\|3 [0.976]
Rule 47/63: (37.5, lift 12.0)
PC2 > 2.723708
PC3 <= 1.640775
PC7 <= -0.7654072
PC18 <= -0.4683644
PC22 > 2.403663
-> class 0\|3 [0.975]
Rule 47/64: (35.8, lift 12.0)
PC2 > 2.723708
PC3 <= 1.640775
PC5 <= 2.765218
PC7 > -0.7654072
PC18 <= -0.4683644
PC47 > 1.804074
-> class 0\|3 [0.974]
Rule 47/65: (28.5, lift 11.9)
PC3 <= 1.640775
PC4 <= 8.375622
PC5 <= 2.765218
PC7 > -0.7654072
PC18 <= -0.4683644
PC28 > 0.2517757
PC57 > 1.474847
PC65 > -1.752205
-> class 0\|3 [0.967]
Rule 47/66: (23, lift 11.8)
PC2 > 2.723708
PC7 > -0.7224794
PC16 > -0.4560341
PC18 > -1.829186
PC18 <= -0.4683644
PC38 <= 1.10671
PC41 > 0.2175477
PC65 > -1.752205
-> class 0\|3 [0.960]
Rule 47/67: (22, lift 11.8)
PC2 > 2.723708
PC2 <= 5.325577
PC3 <= 1.640775
PC7 > -0.7654072
PC18 > -1.829186
PC18 <= -0.4683644
PC37 > -1.959962
PC44 <= 0.6426864
PC70 > 0.6440953
PC77 <= 1.242511
-> class 0\|3 [0.958]
Rule 47/68: (66.4/1.9, lift 11.8)
PC2 > 2.723708
PC4 > -7.83144
PC4 <= 8.375622
PC7 > -0.7224794
PC18 > -1.829186
PC18 <= -0.4683644
PC21 <= 0.1393969
PC44 <= 0.6426864
PC65 > -1.752205
PC93 <= -1.31666
-> class 0\|3 [0.957]
Rule 47/69: (23.8/0.1, lift 11.8)
PC13 > 8.316996
PC18 > -0.4683644
PC18 <= 3.543752
PC32 <= 2.35277
PC63 <= -0.8551956
-> class 0\|3 [0.956]
Rule 47/70: (309.2/13, lift 11.8)
PC4 > -7.83144
PC6 > -0.7461939
PC7 > -0.605471
PC8 > -0.8362898
PC10 > -2.500309
PC11 > -0.03430764
PC13 > -1.184084
PC15 <= -0.1990302
PC18 <= -1.829186
PC31 > -0.3028209
PC32 <= 2.056928
PC34 > -1.920665
PC57 <= 1.474847
PC64 > -0.4628634
PC65 > -1.752205
PC71 <= 0.4713553
PC84 <= 0.2514168
-> class 0\|3 [0.955]
Rule 47/71: (15.4, lift 11.6)
PC2 > 2.723708
PC9 > 0.5460296
PC18 <= -1.829186
PC37 > -1.959962
PC39 <= -0.8190987
PC71 > -0.9794831
PC77 <= 1.242511
-> class 0\|3 [0.943]
Rule 47/72: (15.2, lift 11.6)
PC7 <= -0.7654072
PC18 <= -0.4683644
PC20 <= -3.440173
PC33 <= -1.386284
-> class 0\|3 [0.942]
Rule 47/73: (14.4, lift 11.6)
PC4 > 8.375622
PC5 <= 2.765218
PC18 <= -0.4683644
PC37 > -1.959962
PC70 > 2.195136
-> class 0\|3 [0.939]
Rule 47/74: (13.3, lift 11.5)
PC2 > 2.723708
PC2 <= 5.325577
PC3 <= 1.640775
PC16 > -0.4560341
PC18 > -1.829186
PC18 <= -0.4683644
PC37 > -1.959962
PC44 <= 0.6426864
PC87 <= -0.4312632
PC97 <= 1.410934
-> class 0\|3 [0.935]
Rule 47/75: (13.5, lift 11.5)
PC2 > 2.723708
PC13 > 1.698335
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 2.129967
PC66 > 1.249241
-> class 0\|3 [0.935]
Rule 47/76: (24.2/0.7, lift 11.5)
PC5 <= 2.765218
PC18 <= -0.4683644
PC29 <= -0.6656501
PC37 <= -1.959962
-> class 0\|3 [0.934]
Rule 47/77: (12.6, lift 11.5)
PC2 > 2.723708
PC2 <= 5.325577
PC3 <= -0.8894261
PC13 > -0.8110462
PC16 > 1.014927
PC18 > -1.829186
PC37 > -1.959962
-> class 0\|3 [0.932]
Rule 47/78: (12.2, lift 11.5)
PC4 > -7.83144
PC5 <= 2.765218
PC18 > -1.829186
PC18 <= -0.4683644
PC28 > 3.646305
-> class 0\|3 [0.929]
Rule 47/79: (18.8/1, lift 11.2)
PC2 > 2.723708
PC2 <= 5.325577
PC3 <= -0.8894261
PC13 > -0.8110462
PC18 > -1.829186
PC18 <= -0.4683644
PC37 > -1.959962
PC65 > 0.6945879
-> class 0\|3 [0.905]
Rule 47/80: (11.2/0.3, lift 11.2)
PC3 <= 1.640775
PC5 > 2.765218
PC18 <= -0.4683644
PC58 > 3.236362
-> class 0\|3 [0.905]
Rule 47/81: (18.8/1, lift 11.1)
PC2 > 2.723708
PC2 <= 2.990274
PC3 <= 1.640775
PC16 > -0.4560341
PC18 > -1.829186
PC18 <= -0.4683644
-> class 0\|3 [0.902]
Rule 47/82: (20.3/1.3, lift 11.1)
PC2 > 2.723708
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.129967
PC67 > 0.7143289
-> class 0\|3 [0.896]
Rule 47/83: (43.5/3.8, lift 11.0)
PC2 > 2.723708
PC7 <= -0.7654072
PC17 <= -4.136189
PC20 <= -3.440173
-> class 0\|3 [0.894]
Rule 47/84: (63.3/6.4, lift 10.9)
PC13 > 8.316996
PC18 > -0.4683644
PC18 <= 3.543752
PC46 > -0.01764959
PC65 > -0.4597442
-> class 0\|3 [0.887]
Rule 47/85: (112.6/13.9, lift 10.7)
PC2 > 2.723708
PC3 <= 1.640775
PC4 > -7.83144
PC4 <= 8.375622
PC7 > -0.7224794
PC16 > -0.4560341
PC18 > -1.829186
PC18 <= -0.4683644
PC44 <= 0.6426864
PC72 > 0.6009928
PC97 <= 1.410934
-> class 0\|3 [0.870]
Rule 47/86: (53.8/7.5, lift 10.5)
PC2 > 2.723708
PC3 <= 1.640775
PC46 > 2.019221
-> class 0\|3 [0.848]
Rule 47/87: (14.8/2.7, lift 9.7)
PC2 > 2.723708
PC2 <= 5.325577
PC3 <= 1.640775
PC13 > -0.8110462
PC16 > -0.4560341
PC18 > -1.829186
PC37 > -1.959962
PC44 <= 0.6426864
PC53 > 0.9131973
PC65 <= 0.6945879
PC87 > -0.4312632
-> class 0\|3 [0.783]
Rule 47/88: (29.3/9.5, lift 8.2)
PC2 > 2.723708
PC13 > 1.698335
PC18 > -0.4683644
PC18 <= 2.129967
PC62 <= -0.3591819
-> class 0\|3 [0.663]
Rule 47/89: (268.3/101.5, lift 7.7)
PC2 > 2.723708
PC3 <= 1.640775
PC4 <= 10.39132
PC13 <= 8.316996
PC30 <= -3.238498
-> class 0\|3 [0.621]
Rule 47/90: (11.1/4.4, lift 7.3)
PC2 > 0.7056494
PC2 <= 2.723708
PC3 <= -0.078421
PC21 <= 0.5964558
-> class 0\|3 [0.589]
Rule 47/91: (184.4/0.3, lift 23.3)
PC1 > -0.4303757
PC2 <= 2.723708
PC6 <= 5.393637
PC7 > -0.2138148
PC15 <= -3.124698
-> class 1\|0 [0.993]
Rule 47/92: (148.4, lift 23.3)
PC1 > -0.4303757
PC6 <= -1.587701
PC11 <= -2.309642
-> class 1\|0 [0.993]
Rule 47/93: (137.9, lift 23.3)
PC1 > -0.4303757
PC1 <= 9.434016
PC5 <= 0.05537757
PC21 > 0.5964558
PC40 <= -0.01233292
PC58 <= 0.5073202
-> class 1\|0 [0.993]
Rule 47/94: (131.3/0.4, lift 23.2)
PC1 > -0.4303757
PC2 <= 2.723708
PC7 > -0.2138148
PC8 > 0.5800788
PC15 <= -3.124698
-> class 1\|0 [0.990]
Rule 47/95: (79.6, lift 23.2)
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC16 <= -0.9381145
PC47 > -0.295758
PC64 > -1.577876
PC65 > -0.1389549
PC78 <= 0.2832753
PC79 <= 0.01722709
PC87 <= 0.2516995
-> class 1\|0 [0.987]
Rule 47/96: (49, lift 23.0)
PC1 > -0.4303757
PC7 > -0.2138148
PC15 <= -3.124698
PC80 > 0.671409
-> class 1\|0 [0.980]
Rule 47/97: (39.3, lift 22.9)
PC2 > 2.723708
PC3 > 1.640775
PC47 > 1.119763
PC64 > -1.577876
PC65 > -0.1389549
-> class 1\|0 [0.976]
Rule 47/98: (29, lift 22.7)
PC1 > 5.037923
PC3 <= -0.078421
PC15 > -3.124698
PC21 <= 0.5964558
PC28 <= 0.2428869
PC78 <= -0.2035949
-> class 1\|0 [0.968]
Rule 47/99: (107.7/2.7, lift 22.7)
PC2 > 2.723708
PC3 > 1.640775
PC8 > -3.622398
PC12 <= -0.05653552
PC16 <= -0.9381145
PC26 <= 0.07516892
PC34 <= 0.0455539
PC39 > -0.07875787
PC47 > -0.295758
PC51 <= 1.020521
PC73 > -0.3853759
PC73 <= 0.1706023
PC76 <= 0.2441399
PC92 <= 0.4954863
PC94 <= 0.03857326
-> class 1\|0 [0.966]
Rule 47/100: (23.9, lift 22.6)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC10 <= -0.3806608
PC11 <= 2.038316
PC16 <= 0.1122229
PC21 <= 0.5964558
PC68 > -2.002274
-> class 1\|0 [0.961]
Rule 47/101: (21.8, lift 22.5)
PC2 <= 2.723708
PC16 <= 0.1122229
PC21 <= 0.5964558
PC57 <= -1.824684
-> class 1\|0 [0.958]
Rule 47/102: (29.3/0.5, lift 22.3)
PC1 > -0.4303757
PC3 > -0.078421
PC12 > 2.712912
PC16 > 0.1122229
PC82 <= 0.1936182
-> class 1\|0 [0.952]
Rule 47/103: (66.8/3.7, lift 21.9)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC11 <= 2.038316
PC16 <= 0.1122229
PC46 > -3.741464
PC68 > -2.002274
PC75 > 0.8398787
-> class 1\|0 [0.932]
Rule 47/104: (22/0.6, lift 21.9)
PC2 > 2.723708
PC3 > 1.640775
PC15 > 2.499697
-> class 1\|0 [0.932]
Rule 47/105: (108.6/7.1, lift 21.7)
PC1 > 5.037923
PC3 <= -0.078421
PC21 <= 0.5964558
PC28 <= 0.2428869
PC78 > -0.2035949
PC98 <= -0.02447303
-> class 1\|0 [0.926]
Rule 47/106: (7.5, lift 21.0)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 <= -0.078421
PC21 <= 0.5964558
PC50 > 0.5827398
-> class 1\|0 [0.895]
Rule 47/107: (17.5/2, lift 19.9)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC11 <= 2.038316
PC16 <= 0.1122229
PC21 > 0.5527624
PC21 <= 0.5964558
PC68 > -2.002274
-> class 1\|0 [0.847]
Rule 47/108: (151.1/0.1, lift 15.8)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC22 > -2.091307
PC52 > -0.3801298
PC54 > -0.4501934
PC62 <= 0.8388757
PC65 > -0.6879153
PC83 > -0.4227733
-> class 1\|1 [0.993]
Rule 47/109: (86.7, lift 15.7)
PC2 > 2.723708
PC3 > 1.640775
PC15 <= 2.499697
PC16 <= -0.9381145
PC65 <= -0.1389549
-> class 1\|1 [0.989]
Rule 47/110: (69.1, lift 15.7)
PC1 > 9.434016
PC7 > -4.497778
PC9 > -6.092827
PC21 > 0.5964558
PC22 <= 2.281079
PC32 > -4.733686
-> class 1\|1 [0.986]
Rule 47/111: (56.2, lift 15.6)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= -0.9381145
PC47 <= -0.295758
-> class 1\|1 [0.983]
Rule 47/112: (56.2, lift 15.6)
PC3 > 1.640775
PC12 <= -0.05653552
PC16 <= -0.9381145
PC47 <= 1.119763
PC79 > 0.01722709
PC94 > 0.03857326
-> class 1\|1 [0.983]
Rule 47/113: (402.8/6.5, lift 15.6)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC10 > -0.3806608
PC11 <= 2.038316
PC15 > -3.124698
PC16 <= 0.1122229
PC17 > -3.014803
PC19 <= 2.708552
PC21 > -0.8354934
PC21 <= 0.5527624
PC46 > -3.741464
PC55 <= 1.690251
PC57 > -1.824684
PC68 > -2.002274
PC73 > -0.8147966
PC75 <= 0.8398787
PC76 > -1.820736
PC99 <= 1.505153
-> class 1\|1 [0.981]
Rule 47/114: (81.8/0.7, lift 15.6)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= -0.9381145
PC26 > 0.07516892
PC47 <= 1.119763
PC79 > 0.01722709
-> class 1\|1 [0.980]
Rule 47/115: (48.2/0.1, lift 15.5)
PC2 > 2.723708
PC3 > 1.640775
PC15 <= 2.499697
PC47 <= 1.119763
PC51 > 1.020521
PC73 > -0.3853759
PC79 > 0.01722709
-> class 1\|1 [0.978]
Rule 47/116: (43.5, lift 15.5)
PC2 > 2.723708
PC3 > 1.640775
PC12 > -0.05653552
PC16 <= 1.258097
PC47 > -0.295758
-> class 1\|1 [0.978]
Rule 47/117: (40.1, lift 15.5)
PC2 > 2.723708
PC8 <= -3.622398
PC16 <= -0.9381145
-> class 1\|1 [0.976]
Rule 47/118: (39.6, lift 15.5)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= 1.258097
PC39 > -0.07875787
PC78 > 0.2832753
-> class 1\|1 [0.976]
Rule 47/119: (73.5/1.1, lift 15.4)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= -0.9381145
PC39 <= -0.07875787
-> class 1\|1 [0.973]
Rule 47/120: (43/0.4, lift 15.4)
PC2 > 2.723708
PC3 > 1.640775
PC8 > -3.622398
PC15 <= 2.499697
PC16 <= 1.258097
PC34 > 0.0455539
PC39 > -0.07875787
PC47 > -0.295758
PC47 <= 1.119763
PC79 > 0.01722709
-> class 1\|1 [0.969]
Rule 47/121: (29.7, lift 15.4)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= -0.9381145
PC64 <= -1.577876
-> class 1\|1 [0.968]
Rule 47/122: (59.7/1.4, lift 15.3)
PC2 > 2.723708
PC3 > 1.640775
PC15 <= 2.499697
PC16 <= -0.9381145
PC34 <= 0.0455539
PC47 <= 1.119763
PC76 > 0.2441399
-> class 1\|1 [0.962]
Rule 47/123: (75.6/2.1, lift 15.3)
PC6 > 5.393637
PC8 <= 0.5800788
PC15 <= -3.124698
PC80 <= 0.671409
-> class 1\|1 [0.960]
Rule 47/124: (24.8/0.2, lift 15.2)
PC2 > 2.723708
PC3 > 1.640775
PC15 <= 2.499697
PC16 <= -0.9381145
PC47 <= 1.119763
PC87 > 0.2516995
-> class 1\|1 [0.954]
Rule 47/125: (15.7, lift 15.0)
PC3 > 1.640775
PC16 <= -0.9381145
PC79 > 0.01722709
PC87 <= 0.2516995
PC92 > 0.4954863
-> class 1\|1 [0.943]
Rule 47/126: (123/6.9, lift 14.9)
PC1 > 5.037923
PC3 <= -0.078421
PC11 > -2.309642
PC15 > -3.124698
PC15 <= 2.615308
PC21 <= 0.5964558
PC28 <= 0.2428869
PC50 <= 0.5827398
PC78 > -0.2035949
PC98 > -0.02447303
-> class 1\|1 [0.937]
Rule 47/127: (53.4/3.2, lift 14.7)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= -0.9381145
PC34 <= 0.0455539
PC47 <= 1.119763
PC73 <= -0.3853759
-> class 1\|1 [0.925]
Rule 47/128: (94.5/6.7, lift 14.6)
PC2 > 2.723708
PC3 > 1.640775
PC16 <= 1.258097
PC47 > -0.295758
PC73 > 0.1706023
PC79 > 0.01722709
-> class 1\|1 [0.920]
Rule 47/129: (9, lift 14.4)
PC1 > -0.4303757
PC11 > 2.038316
PC12 > 2.016689
PC15 > -3.124698
-> class 1\|1 [0.909]
Rule 47/130: (7.9, lift 14.3)
PC1 <= 5.037923
PC3 <= -0.078421
PC5 <= -4.574959
PC15 > -3.124698
-> class 1\|1 [0.899]
Rule 47/131: (31.7/2.4, lift 14.3)
PC1 > -0.4303757
PC3 > -0.078421
PC12 > 2.712912
PC15 > -3.124698
PC82 > 0.1936182
-> class 1\|1 [0.898]
Rule 47/132: (12.1/1.3, lift 13.3)
PC1 > -0.4303757
PC3 <= -0.078421
PC6 > -1.587701
PC11 <= -2.309642
-> class 1\|1 [0.835]
Rule 47/133: (19.5/8.5, lift 8.8)
PC2 <= 2.723708
PC3 > 0.6922847
PC15 > -3.124698
PC16 > 0.1122229
PC76 <= -1.644479
-> class 1\|1 [0.557]
Rule 47/134: (20.6/11.5, lift 7.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC42 <= -1.113485
-> class 1\|1 [0.450]
Rule 47/135: (212, lift 15.5)
PC2 > 2.723708
PC3 > 1.640775
PC15 > -1.571989
PC16 > 1.258097
PC21 <= 0.03635013
PC83 > -0.05215264
-> class 1\|2 [0.995]
Rule 47/136: (138.9, lift 15.4)
PC3 > 9.854558
PC16 > 1.258097
-> class 1\|2 [0.993]
Rule 47/137: (119.8, lift 15.4)
PC2 > 2.723708
PC3 > 1.640775
PC16 > 1.258097
PC51 > -0.7977742
-> class 1\|2 [0.992]
Rule 47/138: (39.6, lift 15.1)
PC1 > -0.4303757
PC21 > 0.5964558
PC32 <= -4.733686
-> class 1\|2 [0.975]
Rule 47/139: (82.1/1.3, lift 15.1)
PC1 > 9.434016
PC7 <= -4.497778
PC20 <= 0.8330482
PC21 > 0.5964558
-> class 1\|2 [0.973]
Rule 47/140: (250.8/6.3, lift 15.1)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC9 > -0.781581
PC16 > 0.1122229
PC22 <= 4.657815
PC25 <= 0.4653457
PC26 > -0.9040647
PC39 > -0.4966829
PC43 > -0.4683815
PC44 <= 0.6203994
PC57 > -0.5184033
PC62 > -0.6467688
PC90 > -0.7245789
PC100 > 0.1627408
-> class 1\|2 [0.971]
Rule 47/141: (38.3/0.3, lift 15.0)
PC3 > 0.6922847
PC12 <= 2.712912
PC15 > -3.124698
PC16 > 0.1122229
PC42 > 1.362701
-> class 1\|2 [0.967]
Rule 47/142: (19.9, lift 14.8)
PC3 > 0.6922847
PC16 > 0.1122229
PC70 > 1.200859
-> class 1\|2 [0.954]
Rule 47/143: (149/6.5, lift 14.8)
PC1 > -0.4303757
PC3 > -0.078421
PC16 <= 0.1122229
PC19 <= 2.708552
PC21 <= -0.8354934
PC55 <= 1.690251
-> class 1\|2 [0.951]
Rule 47/144: (15.8, lift 14.7)
PC2 <= 2.723708
PC21 <= 0.5964558
PC76 <= -1.820736
PC99 <= 1.505153
-> class 1\|2 [0.944]
Rule 47/145: (15.1, lift 14.6)
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC22 <= -2.091307
-> class 1\|2 [0.942]
Rule 47/146: (15.1, lift 14.6)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC54 > -0.4501934
PC65 <= -0.6879153
-> class 1\|2 [0.942]
Rule 47/147: (11.7/0.1, lift 14.2)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC54 <= -0.4501934
-> class 1\|2 [0.917]
Rule 47/148: (9.1, lift 14.1)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC54 > -0.4501934
PC62 > 0.8388757
-> class 1\|2 [0.910]
Rule 47/149: (6.7, lift 13.7)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC52 <= -0.3801298
-> class 1\|2 [0.885]
Rule 47/150: (5.6, lift 13.5)
PC1 > -0.4303757
PC16 > 0.1122229
PC21 <= 0.5964558
PC52 > 0.907129
PC62 <= -0.6467688
-> class 1\|2 [0.869]
Rule 47/151: (55.7/6.6, lift 13.5)
PC2 <= 2.723708
PC12 <= 2.712912
PC24 > 3.948501
PC100 <= 0.1627408
-> class 1\|2 [0.867]
Rule 47/152: (7.4/0.3, lift 13.3)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC16 > 0.1122229
PC55 > -0.1997176
PC62 <= -0.6467688
PC100 > 0.1627408
-> class 1\|2 [0.857]
Rule 47/153: (25.4/5.8, lift 11.7)
PC1 > -0.4303757
PC15 > -3.124698
PC24 <= 3.948501
PC54 > 0.9942203
PC86 <= -1.292934
PC100 <= 0.1627408
-> class 1\|2 [0.753]
Rule 47/154: (32/9.2, lift 10.9)
PC1 > -0.4303757
PC7 <= -0.2138148
PC15 <= -3.124698
PC30 > 0.0586412
-> class 1\|2 [0.700]
Rule 47/155: (45.1/14.9, lift 10.3)
PC2 > 2.723708
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 1.258097
PC83 <= -0.4227733
-> class 1\|2 [0.663]
Rule 47/156: (2597.6/1758.1, lift 5.0)
PC1 > -0.4303757
PC2 <= 2.723708
PC15 > -3.124698
PC21 <= 0.5964558
-> class 1\|2 [0.323]
Rule 47/157: (176.1/0.8, lift 13.9)
PC3 > 1.640775
PC3 <= 9.854558
PC16 > 1.258097
PC51 <= -0.7977742
PC83 <= -0.05215264
-> class 1\|3 [0.990]
Rule 47/158: (384.1/5.7, lift 13.8)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > 0.6922847
PC5 <= 2.992542
PC15 > -3.124698
PC16 > 0.1122229
PC24 <= 3.948501
PC27 > -0.3112248
PC42 <= 1.362701
PC54 <= 0.9942203
PC70 <= 1.200859
PC100 > -1.181732
PC100 <= 0.1627408
-> class 1\|3 [0.983]
Rule 47/159: (60.3/1.4, lift 13.5)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC5 <= 2.992542
PC16 > 0.1122229
PC21 <= 0.5964558
PC52 <= 0.907129
PC55 <= -0.1997176
PC62 <= -0.6467688
PC100 > 0.1627408
-> class 1\|3 [0.962]
Rule 47/160: (45.1/0.9, lift 13.4)
PC2 <= 2.723708
PC3 > 0.6922847
PC5 <= 2.992542
PC16 > 0.1122229
PC24 <= 3.948501
PC27 > -0.3112248
PC53 > 0.5974824
PC86 > -1.292934
PC100 <= 0.1627408
-> class 1\|3 [0.960]
Rule 47/161: (130.2/8.4, lift 13.0)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC5 <= 2.992542
PC16 > 0.1122229
PC22 <= 4.657815
PC39 > -0.4966829
PC43 <= -0.4683815
PC76 > -1.644479
-> class 1\|3 [0.929]
Rule 47/162: (9.5, lift 12.8)
PC1 > -0.4303757
PC2 <= 2.723708
PC5 <= 2.992542
PC25 <= 0.4653457
PC43 > -0.4683815
PC57 > -0.5184033
PC90 <= -0.7245789
PC100 > 0.1627408
-> class 1\|3 [0.913]
Rule 47/163: (6.4, lift 12.3)
PC1 > -0.4303757
PC3 > -0.078421
PC5 <= 2.992542
PC16 > 0.1122229
PC39 <= -0.4966829
PC76 > -1.644479
PC100 > 0.1627408
-> class 1\|3 [0.880]
Rule 47/164: (23.1/2.6, lift 12.0)
PC1 > -0.4303757
PC2 <= 2.723708
PC5 <= 2.992542
PC22 > 4.657815
PC25 <= 0.4653457
-> class 1\|3 [0.855]
Rule 47/165: (4.6, lift 11.9)
PC2 > 2.723708
PC3 > 1.640775
PC16 > 1.258097
PC21 > 0.03635013
PC83 > -0.05215264
-> class 1\|3 [0.849]
Rule 47/166: (292.3/46.3, lift 11.8)
PC2 <= 2.723708
PC3 > 0.6922847
PC15 > -3.124698
PC16 > 0.1122229
PC21 <= 0.5964558
PC25 <= -0.03988472
PC76 > -1.644479
-> class 1\|3 [0.839]
Rule 47/167: (17.7/2.4, lift 11.6)
PC2 > 2.723708
PC3 > 1.640775
PC15 <= -1.571989
PC83 > -0.05215264
-> class 1\|3 [0.828]
Rule 47/168: (21/3.1, lift 11.5)
PC1 > -0.4303757
PC3 > -0.078421
PC8 <= -1.793369
PC11 > 2.038316
PC15 > -3.124698
PC16 <= 0.1122229
PC21 <= 0.5964558
-> class 1\|3 [0.823]
Rule 47/169: (23.8/3.7, lift 11.4)
PC1 > -0.4303757
PC3 > -0.078421
PC5 <= 2.992542
PC16 > 0.1122229
PC26 <= -0.9040647
PC100 > 0.1627408
-> class 1\|3 [0.817]
Rule 47/170: (60.1/12.7, lift 10.9)
PC1 > -0.4303757
PC2 <= 2.723708
PC3 > -0.078421
PC9 <= -0.781581
PC16 > 0.1122229
PC21 <= 0.5964558
-> class 1\|3 [0.780]
Rule 47/171: (87.4/20.4, lift 10.7)
PC1 > -0.4303757
PC1 <= 9.434016
PC2 <= 2.723708
PC5 > 0.05537757
PC15 > -3.124698
PC21 > 0.5964558
PC58 <= 0.5073202
-> class 1\|3 [0.761]
Rule 47/172: (43.5/10.4, lift 10.5)
PC2 <= 2.723708
PC3 > 0.6922847
PC5 <= 2.992542
PC16 > 0.1122229
PC25 <= 0.4653457
PC57 <= -0.5184033
PC62 > -0.6467688
-> class 1\|3 [0.750]
Rule 47/173: (21.9/5.5, lift 10.2)
PC7 <= -4.497778
PC20 > 0.8330482
PC21 > 0.5964558
-> class 1\|3 [0.727]
Rule 47/174: (18.2/5.4, lift 9.6)
PC1 > -0.4303757
PC15 <= -3.124698
PC17 > 2.105873
-> class 1\|3 [0.683]
Rule 47/175: (45.6/16.6, lift 8.8)
PC1 > -0.4303757
PC2 <= 2.723708
PC11 <= 2.038316
PC16 <= 0.1122229
PC46 > -3.741464
PC68 <= -2.002274
-> class 1\|3 [0.630]
Rule 47/176: (1600.8/986.9, lift 5.4)
PC1 > -0.4303757
PC1 <= 9.434016
PC2 <= 2.723708
PC15 > -3.124698
PC21 > 0.5964558
PC40 > -0.01233292
PC90 <= 0.3660457
-> class 1\|3 [0.384]
Rule 47/177: (82.9, lift 13.5)
PC1 > -0.4303757
PC14 <= -0.272082
PC21 > 0.5964558
PC90 > 0.3660457
-> class 2\|0 [0.988]
Rule 47/178: (49.8, lift 13.4)
PC1 > -0.4303757
PC2 > -2.926237
PC2 <= 2.723708
PC14 <= -0.01266046
PC15 > -3.124698
PC21 > 0.5964558
PC40 > -0.01233292
-> class 2\|0 [0.980]
Rule 47/179: (63.1/0.4, lift 13.3)
PC1 <= -0.4303757
PC8 > 1.067046
PC8 <= 2.293971
PC10 <= -0.173114
PC32 > 1.05426
PC36 > 0.09076007
PC36 <= 0.3500793
PC67 > -0.539088
-> class 2\|0 [0.979]
Rule 47/180: (37.5, lift 13.3)
PC1 > -0.4303757
PC1 <= 9.434016
PC18 > 0.1944695
PC21 > 0.5964558
PC63 <= 0.0337215
PC77 > 0.0794874
PC90 <= 0.3660457
-> class 2\|0 [0.975]
Rule 47/181: (70.9/1.7, lift 13.1)
PC1 <= -0.4303757
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= 0.1524317
PC19 <= -0.4432499
PC32 <= 1.05426
PC37 > -0.4743057
PC42 <= 0.2001903
PC57 > 0.01772677
PC63 <= -0.01013241
PC74 > -0.5368775
-> class 2\|0 [0.963]
Rule 47/182: (242.1/11.2, lift 12.9)
PC1 <= -0.4303757
PC8 > 3.680524
PC21 > -0.248798
PC31 > -0.2209754
PC99 <= 0.2544636
-> class 2\|0 [0.950]
Rule 47/183: (1370.4/570.9, lift 7.9)
PC1 <= -0.4303757
PC8 > 2.293971
-> class 2\|0 [0.583]
Rule 47/184: (107.2/0.1, lift 10.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.173114
PC32 > 1.05426
PC75 <= 1.484592
-> class 2\|1 [0.990]
Rule 47/185: (102.3, lift 10.5)
PC1 <= -0.4303757
PC8 > 0.6891894
PC8 <= 2.293971
PC20 <= 0.02124968
PC24 <= 0.3841126
PC32 <= 1.05426
PC51 <= 0.5550532
PC57 <= 0.01772677
-> class 2\|1 [0.990]
Rule 47/186: (161/0.8, lift 10.5)
PC1 <= -0.4303757
PC8 > 2.293971
PC16 > -0.5069452
PC32 <= 1.507496
PC42 <= -0.07449649
PC84 <= -0.1604905
-> class 2\|1 [0.989]
Rule 47/187: (73.2, lift 10.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC19 > -0.4432499
PC23 <= -1.127308
PC57 > 0.01772677
-> class 2\|1 [0.987]
Rule 47/188: (77.3, lift 10.5)
PC1 <= -0.4303757
PC8 > 2.293971
PC21 <= -0.248798
PC24 <= 0.5782537
-> class 2\|1 [0.987]
Rule 47/189: (70.3, lift 10.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC20 > 0.02124968
PC48 > -0.2207335
PC57 <= 0.01772677
PC71 <= 0.4689285
PC72 > -0.5002347
PC84 > 0.2127012
-> class 2\|1 [0.986]
Rule 47/190: (57.3, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC9 > -3.5521
PC9 <= 2.762732
PC10 > 0.1524317
PC19 <= -0.4432499
PC31 <= 1.307769
PC39 > -0.4145089
PC57 > 0.01772677
-> class 2\|1 [0.983]
Rule 47/191: (134.3/1.4, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC42 > -0.3840451
PC57 <= 0.01772677
PC71 > 0.4689285
PC72 > -0.5002347
-> class 2\|1 [0.982]
Rule 47/192: (57.3/0.1, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 1.067046
PC32 > 1.05426
PC75 <= 1.484592
-> class 2\|1 [0.981]
Rule 47/193: (69.7/0.4, lift 10.4)
PC1 <= -0.4303757
PC8 > 2.293971
PC56 > 0.2420707
PC99 > 0.2544636
-> class 2\|1 [0.981]
Rule 47/194: (49, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 <= -0.4762218
PC8 > -0.2273773
PC8 <= 2.293971
-> class 2\|1 [0.980]
Rule 47/195: (50.7/0.1, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC32 > 1.05426
PC36 > 0.3500793
PC75 <= 1.484592
-> class 2\|1 [0.979]
Rule 47/196: (40.4, lift 10.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC32 <= 1.05426
PC35 > -0.4735363
PC57 <= 0.01772677
PC59 > 0.6738303
PC84 <= 0.2127012
-> class 2\|1 [0.976]
Rule 47/197: (134.1/2.8, lift 10.3)
PC1 <= -0.4303757
PC2 <= -0.6092851
PC8 > 2.293971
PC8 <= 3.680524
PC21 > -0.248798
PC56 > 0.2420707
-> class 2\|1 [0.972]
Rule 47/198: (28.1, lift 10.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC32 > 1.05426
PC36 <= 0.09076007
-> class 2\|1 [0.967]
Rule 47/199: (27.6, lift 10.3)
PC1 <= -0.4303757
PC8 > 2.293971
PC24 <= -0.02853877
PC40 <= -0.6227571
PC75 <= 0.2880022
-> class 2\|1 [0.966]
Rule 47/200: (137/3.9, lift 10.2)
PC1 <= -0.4303757
PC8 > 2.293971
PC8 <= 5.900245
PC16 > -0.5069452
PC32 <= 1.507496
PC62 > 0.2066349
PC69 <= 0.344935
PC84 <= -0.1604905
-> class 2\|1 [0.965]
Rule 47/201: (23.8, lift 10.2)
PC1 > 9.434016
PC15 > -3.124698
PC21 > 0.5964558
PC22 > 2.281079
-> class 2\|1 [0.961]
Rule 47/202: (75.4/2.1, lift 10.2)
PC1 <= -0.4303757
PC8 > -0.2273773
PC21 > -0.248798
PC32 <= -1.640972
PC56 <= 0.2420707
PC68 <= -1.219803
-> class 2\|1 [0.960]
Rule 47/203: (21.7, lift 10.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC57 <= 0.01772677
PC70 <= -0.8875067
-> class 2\|1 [0.958]
Rule 47/204: (21.4, lift 10.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC59 > -0.3408477
PC71 <= 0.4689285
PC95 > -0.5655584
PC100 <= -1.093934
-> class 2\|1 [0.957]
Rule 47/205: (25.4/0.2, lift 10.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC15 > 2.130596
PC72 > -0.5002347
PC84 <= 0.2127012
PC98 > 0.03874488
-> class 2\|1 [0.956]
Rule 47/206: (19.9, lift 10.1)
PC1 > -0.4303757
PC3 <= -0.078421
PC21 <= 0.5964558
PC28 > 0.2428869
PC41 > 0.7693486
-> class 2\|1 [0.954]
Rule 47/207: (58.6/1.9, lift 10.1)
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC12 > -1.739409
PC24 <= 1.571487
PC36 <= 0.2000397
PC48 <= -0.2207335
PC57 <= 0.01772677
PC84 > 0.2127012
-> class 2\|1 [0.953]
Rule 47/208: (23.8/0.2, lift 10.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC20 > 0.02124968
PC72 > -0.5002347
PC95 <= -0.5655584
-> class 2\|1 [0.952]
Rule 47/209: (18.8, lift 10.1)
PC1 <= -0.4303757
PC8 > 2.293971
PC22 <= -0.7624658
PC24 <= 0.5782537
PC43 <= 0.4944947
PC56 <= 0.2420707
-> class 2\|1 [0.952]
Rule 47/210: (18.5, lift 10.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC18 <= -0.4901999
PC20 > 0.02124968
PC72 > -0.5002347
PC95 > -0.5655584
-> class 2\|1 [0.951]
Rule 47/211: (23.5/0.3, lift 10.1)
PC1 > -0.4303757
PC1 <= 9.434016
PC2 <= -2.926237
PC15 > -3.124698
PC21 > 0.5964558
PC40 > -0.01233292
PC90 <= 0.3660457
-> class 2\|1 [0.949]
Rule 47/212: (15.8, lift 10.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC33 <= -0.481495
PC34 > 0.7273669
PC60 > 0.3272899
-> class 2\|1 [0.944]
Rule 47/213: (117.7/6.1, lift 10.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC20 <= 0.02124968
PC24 <= 0.3841126
PC29 <= 0.1940798
PC32 <= 1.05426
PC51 <= 0.5550532
PC57 <= 0.01772677
PC72 > -0.5002347
PC92 > -0.06184028
-> class 2\|1 [0.941]
Rule 47/214: (15.2/0.2, lift 9.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC17 <= -0.7654796
PC57 <= 0.01772677
PC72 > -0.5002347
PC84 <= 0.2127012
PC98 > 0.03874488
-> class 2\|1 [0.930]
Rule 47/215: (12, lift 9.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC57 <= 0.01772677
PC59 <= -0.3408477
PC72 > -0.5002347
-> class 2\|1 [0.928]
Rule 47/216: (21.1/0.7, lift 9.8)
PC1 <= -0.4303757
PC8 > -3.4806
PC12 > 5.334802
PC60 > 0.3272899
-> class 2\|1 [0.926]
Rule 47/217: (11.4, lift 9.8)
PC1 <= -0.4303757
PC8 > -0.2273773
PC8 <= 2.293971
PC9 <= 2.762732
PC19 <= -0.4432499
PC39 > -0.4145089
PC57 > 0.01772677
PC74 <= -0.5368775
-> class 2\|1 [0.925]
Rule 47/218: (14/0.2, lift 9.8)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC20 > 0.02124968
PC32 <= 1.05426
PC36 <= 0.2000397
PC37 > 0.3485287
PC84 <= 0.2127012
-> class 2\|1 [0.925]
Rule 47/219: (49.1/3.6, lift 9.7)
PC1 <= -0.4303757
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC31 <= 1.307769
PC32 <= 1.05426
PC57 > 0.01772677
PC63 > -0.01013241
-> class 2\|1 [0.910]
Rule 47/220: (44.2/3.2, lift 9.7)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC37 <= 0.3485287
PC47 <= -0.3240894
PC57 <= 0.01772677
PC84 <= 0.2127012
PC91 > -0.1589403
-> class 2\|1 [0.910]
Rule 47/221: (93/7.9, lift 9.6)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC19 > -0.4432499
PC39 > -0.4145089
PC42 > -1.113485
PC71 > -0.0463507
PC80 > -0.5998511
PC98 <= -0.2327365
-> class 2\|1 [0.906]
Rule 47/222: (8.6, lift 9.6)
PC1 <= -0.4303757
PC8 > 1.067046
PC8 <= 2.293971
PC36 > 0.09076007
PC67 <= -0.539088
-> class 2\|1 [0.906]
Rule 47/223: (94.9/9.9, lift 9.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC20 > 0.02124968
PC35 <= -0.4735363
PC59 > -0.3408477
PC71 <= 0.4689285
-> class 2\|1 [0.887]
Rule 47/224: (39.2/3.7, lift 9.4)
PC1 <= -0.4303757
PC8 > 2.293971
PC43 <= 0.4944947
PC66 <= -0.5088865
-> class 2\|1 [0.887]
Rule 47/225: (94.4/10.7, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC36 <= 0.2000397
PC57 <= 0.01772677
PC72 > -0.5002347
PC84 <= 0.2127012
PC91 <= -0.1589403
-> class 2\|1 [0.879]
Rule 47/226: (118.2/18.4, lift 8.9)
PC1 <= -0.4303757
PC8 > 2.293971
PC24 <= -0.02853877
PC43 <= 0.4944947
PC75 > 0.2880022
-> class 2\|1 [0.839]
Rule 47/227: (40.1/5.8, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 <= -0.3772568
PC8 > -3.4806
PC8 <= -0.2273773
PC60 <= 0.3272899
PC90 > -0.1233674
-> class 2\|1 [0.838]
Rule 47/228: (165.4/28.7, lift 8.7)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC17 <= 0.399528
PC19 > -0.4432499
PC22 > -1.271484
PC32 <= 1.05426
PC39 > -0.4145089
PC46 > -0.6446754
PC57 > 0.01772677
PC61 <= 1.795327
PC80 > -0.5998511
PC98 > -0.2327365
-> class 2\|1 [0.822]
Rule 47/229: (61.6/10.9, lift 8.6)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC20 > 0.02124968
PC32 <= 1.05426
PC36 > 0.2000397
PC42 > -1.113485
PC71 <= 0.4689285
-> class 2\|1 [0.813]
Rule 47/230: (23.6/3.9, lift 8.6)
PC1 > -0.4303757
PC2 <= 2.723708
PC14 > -0.01266046
PC15 > -3.124698
PC18 > 0.1944695
PC21 > 0.5964558
PC63 > 0.0337215
-> class 2\|1 [0.809]
Rule 47/231: (22.2/5, lift 8.0)
PC1 > -0.4303757
PC1 <= 9.434016
PC2 <= 2.723708
PC15 > -3.124698
PC21 > 0.5964558
PC40 <= -0.01233292
PC58 > 0.5073202
-> class 2\|1 [0.752]
Rule 47/232: (49.6/14.1, lift 7.5)
PC1 <= -0.4303757
PC8 > 2.293971
PC16 <= 0.3230948
PC24 > 0.5782537
-> class 2\|1 [0.707]
Rule 47/233: (45/13, lift 7.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC33 <= -0.481495
PC60 > 0.3272899
PC98 <= -0.7850819
-> class 2\|1 [0.703]
Rule 47/234: (53.3/22.2, lift 6.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.3772568
PC8 > -3.4806
PC60 <= 0.3272899
PC80 > 2.090004
-> class 2\|1 [0.580]
Rule 47/235: (47.7/22.2, lift 5.7)
PC1 > -0.4303757
PC1 <= 5.037923
PC2 <= 0.7056494
PC3 <= -0.078421
PC5 > -4.574959
PC8 > -0.3682183
PC15 > -3.124698
PC21 <= 0.5964558
-> class 2\|1 [0.533]
Rule 47/236: (222.9/0.4, lift 9.9)
PC1 <= -1.024751
PC4 > -0.3772568
PC8 > -3.4806
PC8 <= -0.2273773
PC15 > -2.639711
PC36 <= 0.6711292
PC39 > -3.09902
PC43 > -3.630194
PC43 <= -1.246394
PC60 <= 0.3272899
-> class 2\|2 [0.994]
Rule 47/237: (238.5/1.1, lift 9.8)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 2.293971
PC18 > -0.4901999
PC20 > 0.02124968
PC35 > -0.4735363
PC47 > -0.3240894
PC48 <= 0.3934304
PC57 <= 0.01772677
PC59 > -0.3408477
PC71 <= 0.4689285
PC72 > -0.5002347
PC84 <= 0.2127012
PC91 > -0.1589403
PC98 <= 0.03874488
PC100 > -1.093934
-> class 2\|2 [0.991]
Rule 47/238: (69.3, lift 9.8)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 0.6891894
PC24 <= 0.3841126
PC57 <= 0.01772677
PC71 <= 0.4689285
PC92 <= -0.06184028
-> class 2\|2 [0.986]
Rule 47/239: (45.5, lift 9.7)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.3772568
PC8 > -3.4806
PC8 <= -0.2273773
PC36 <= 0.6711292
PC57 <= -0.5892602
PC60 <= 0.3272899
PC87 > 0.1070572
-> class 2\|2 [0.979]
Rule 47/240: (54.7/0.5, lift 9.7)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -1.384191
PC15 > -2.639711
PC40 <= -0.1209662
PC45 > 0.06713483
PC59 > 0.129146
PC60 <= 0.3272899
-> class 2\|2 [0.974]
Rule 47/241: (94.5/3, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.3772568
PC8 > -1.384191
PC8 <= -0.2273773
PC11 <= 1.311818
PC15 > -2.639711
PC60 <= 0.3272899
PC87 > 0.1070572
PC91 > -0.06437419
PC91 <= 0.3149089
-> class 2\|2 [0.959]
Rule 47/242: (68.6/2.4, lift 9.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC32 <= 1.05426
PC43 <= 1.510245
PC57 <= 0.01772677
PC70 > -0.8875067
PC72 <= -0.5002347
-> class 2\|2 [0.952]
Rule 47/243: (106.2/5, lift 9.4)
PC1 <= -0.4303757
PC8 > -0.2273773
PC8 <= 2.293971
PC12 <= -1.739409
PC20 > 0.02124968
PC32 <= 1.05426
PC43 <= 1.510245
PC48 <= -0.2207335
-> class 2\|2 [0.944]
Rule 47/244: (14.2, lift 9.3)
PC1 > -0.4303757
PC1 <= 9.434016
PC21 > 0.5964558
PC40 > -0.01233292
PC75 > 1.323604
PC90 <= 0.3660457
-> class 2\|2 [0.938]
Rule 47/245: (41.8/1.8, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC23 > -1.127308
PC57 > 0.01772677
PC71 <= -0.0463507
PC80 > -0.5998511
PC98 <= -0.2327365
-> class 2\|2 [0.937]
Rule 47/246: (16.1/0.1, lift 9.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC20 <= 0.02124968
PC32 <= 1.05426
PC51 > 0.5550532
PC57 <= 0.01772677
PC71 <= 0.4689285
PC72 > -0.5002347
-> class 2\|2 [0.937]
Rule 47/247: (11.8, lift 9.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC19 > -0.4432499
PC23 > -1.127308
PC39 > -0.4145089
PC61 > 1.795327
PC98 > -0.2327365
-> class 2\|2 [0.927]
Rule 47/248: (12, lift 9.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.9116667
PC8 <= -0.2273773
PC12 <= 5.334802
PC30 <= 0.1369185
PC33 > -0.481495
PC36 > 0.07506683
PC43 <= -0.2128752
PC60 > 0.3272899
-> class 2\|2 [0.923]
Rule 47/249: (372/31.7, lift 9.1)
PC1 <= -0.4303757
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 2.293971
PC15 <= 2.130596
PC17 > -0.7654796
PC18 > -0.4901999
PC20 > 0.02124968
PC32 <= 1.05426
PC35 > -0.4735363
PC36 <= 0.2000397
PC37 <= 0.3485287
PC47 > -0.3240894
PC57 <= 0.01772677
PC59 > -0.3408477
PC59 <= 0.6738303
PC71 <= 0.4689285
PC84 <= 0.2127012
PC91 > -0.1589403
PC95 > -0.5655584
PC100 > -1.093934
-> class 2\|2 [0.913]
Rule 47/250: (11.7/0.2, lift 9.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC40 > -0.127298
PC40 <= -0.1209662
PC60 <= 0.3272899
-> class 2\|2 [0.910]
Rule 47/251: (10.9/0.2, lift 9.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC22 <= -1.271484
PC57 > 0.01772677
PC98 > -0.2327365
-> class 2\|2 [0.908]
Rule 47/252: (184.7/17.6, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC12 <= 5.334802
PC30 > 0.1369185
PC33 > -0.481495
PC36 > 0.07506683
PC43 <= -0.2128752
-> class 2\|2 [0.901]
Rule 47/253: (68.4/6, lift 8.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 2.293971
PC24 <= 0.3841126
PC29 > 0.1940798
PC43 <= 1.510245
PC57 <= 0.01772677
-> class 2\|2 [0.901]
Rule 47/254: (538.8/55.9, lift 8.9)
PC1 <= -0.6001226
PC2 <= 2.723708
PC4 > -0.3772568
PC8 > -3.4806
PC8 <= -0.2273773
PC15 > -2.639711
PC19 > -2.444572
PC36 <= 0.6711292
PC53 > -0.8359207
PC57 <= 0.2556582
PC60 <= 0.3272899
PC87 <= 0.1070572
-> class 2\|2 [0.895]
Rule 47/255: (7.1, lift 8.8)
PC8 > -0.2273773
PC8 <= 2.293971
PC9 > 2.762732
PC19 <= -0.4432499
PC32 <= 1.05426
PC57 > 0.01772677
-> class 2\|2 [0.890]
Rule 47/256: (11.2/0.5, lift 8.8)
PC1 <= -0.4303757
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC31 > 1.307769
PC39 > -0.4145089
PC57 > 0.01772677
-> class 2\|2 [0.889]
Rule 47/257: (6.9, lift 8.8)
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC10 > -0.5814319
PC36 > 0.07506683
PC60 > 0.3272899
PC60 <= 0.3420375
-> class 2\|2 [0.888]
Rule 47/258: (58.1/6.1, lift 8.8)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC33 <= -0.481495
PC34 <= 0.7273669
PC60 > 0.3272899
PC95 > -0.8506507
PC98 > -0.7850819
-> class 2\|2 [0.882]
Rule 47/259: (15/1.4, lift 8.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC10 > -0.5814319
PC24 > -0.4574388
PC32 > 1.359294
PC33 > -0.481495
PC36 > 0.07506683
PC43 <= -0.2128752
PC92 > -0.9525924
-> class 2\|2 [0.858]
Rule 47/260: (13.5/1.2, lift 8.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC20 <= 0.02124968
PC24 > 0.3841126
PC24 <= 1.571487
PC32 <= 1.05426
PC43 <= 1.510245
PC57 <= 0.01772677
-> class 2\|2 [0.858]
Rule 47/261: (72.3/10.9, lift 8.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC12 <= 5.334802
PC33 > -0.481495
PC97 <= -0.7215357
-> class 2\|2 [0.840]
Rule 47/262: (38/5.5, lift 8.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC23 > -1.127308
PC24 <= 1.571487
PC39 > -0.4145089
PC42 > -1.113485
PC57 > 0.01772677
PC80 <= -0.5998511
-> class 2\|2 [0.837]
Rule 47/263: (39.2/7.1, lift 8.0)
PC1 > -0.4303757
PC1 <= 5.037923
PC2 <= 2.723708
PC3 <= -0.078421
PC8 <= -0.3682183
PC15 > -3.124698
PC70 > 0.1453745
-> class 2\|2 [0.803]
Rule 47/264: (226.6/55.2, lift 7.5)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC9 > -4.300422
PC11 > 0.3502534
PC12 <= 5.334802
PC36 <= 0.07506683
-> class 2\|2 [0.754]
Rule 47/265: (53.4/15.1, lift 7.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC15 > -2.639711
PC36 > 0.6711292
PC60 <= 0.3272899
-> class 2\|2 [0.709]
Rule 47/266: (12.1/3.8, lift 6.6)
PC1 <= -0.4303757
PC8 <= -3.4806
PC46 > 0.413817
PC88 > 0.3251038
-> class 2\|2 [0.662]
Rule 47/267: (41.2/14.4, lift 6.4)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -0.2273773
PC8 <= 2.293971
PC75 > 1.484592
-> class 2\|2 [0.644]
Rule 47/268: (167.7, lift 8.4)
PC2 <= 2.723708
PC8 <= -3.4806
PC15 > -0.1916555
PC27 <= 0.7350691
PC28 <= 0.05048775
PC44 <= 0.8358026
PC85 <= 0.659854
PC97 <= 1.583909
-> class 2\|3 [0.994]
Rule 47/269: (52.8, lift 8.3)
PC1 <= -0.4303757
PC8 <= -3.4806
PC86 <= -0.6613067
-> class 2\|3 [0.982]
Rule 47/270: (45.1, lift 8.3)
PC1 <= -0.4303757
PC8 <= -3.4806
PC79 > 0.3198665
-> class 2\|3 [0.979]
Rule 47/271: (66.3/1.3, lift 8.2)
PC1 > -0.4303757
PC1 <= 5.037923
PC2 <= 2.723708
PC3 <= -0.078421
PC5 > -4.574959
PC8 <= -0.3682183
PC15 > -3.124698
PC21 <= 0.5964558
PC70 <= 0.1453745
PC89 > -0.5684595
-> class 2\|3 [0.966]
Rule 47/272: (20.8, lift 8.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC24 > 1.571487
-> class 2\|3 [0.956]
Rule 47/273: (19.2, lift 8.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC36 <= 0.6711292
PC39 > -3.09902
PC43 <= -3.630194
PC60 <= 0.3272899
PC80 <= 2.090004
-> class 2\|3 [0.953]
Rule 47/274: (15.8, lift 8.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC36 > 0.6711292
PC65 <= -0.3071449
PC80 <= 2.090004
-> class 2\|3 [0.944]
Rule 47/275: (16, lift 8.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 <= -0.2273773
PC24 > -0.4574388
PC30 > 0.1369185
PC36 > 0.07506683
PC50 <= -0.6740814
PC60 > 0.3272899
-> class 2\|3 [0.944]
Rule 47/276: (13.7, lift 7.9)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC12 <= 5.334802
PC33 <= -0.481495
PC60 > 0.3272899
PC95 <= -0.8506507
-> class 2\|3 [0.936]
Rule 47/277: (30.5/1.4, lift 7.8)
PC7 <= -0.2138148
PC14 > 1.479784
PC15 <= -3.124698
PC30 <= 0.0586412
-> class 2\|3 [0.927]
Rule 47/278: (10.4, lift 7.8)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 <= -0.2273773
PC19 > -4.014434
PC44 > 0.8358026
PC59 > 0.5439333
PC85 <= 0.659854
-> class 2\|3 [0.919]
Rule 47/279: (4.4, lift 7.1)
PC8 > -3.4806
PC36 <= 0.6711292
PC39 <= -3.09902
PC43 <= -1.246394
-> class 2\|3 [0.845]
Rule 47/280: (23/2.9, lift 7.1)
PC1 <= -0.4303757
PC2 <= 2.723708
PC4 > -0.3772568
PC8 <= -0.2273773
PC43 > -1.246394
PC53 <= -0.8359207
PC60 <= 0.3272899
PC80 <= 2.090004
-> class 2\|3 [0.845]
Rule 47/281: (396.7/159.6, lift 5.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 <= 2.293971
PC32 <= 1.05426
PC39 <= -0.4145089
PC57 > 0.01772677
-> class 2\|3 [0.597]
Rule 47/282: (12735/10376.5, lift 1.6)
PC2 <= 2.723708
-> class 2\|3 [0.185]
Rule 47/283: (306.9/0.3, lift 16.9)
PC1 <= -0.4303757
PC8 <= -3.4806
PC19 <= -4.014434
-> class 2\|4 [0.996]
Rule 47/284: (123.5/0.4, lift 16.7)
PC7 <= -0.2138148
PC14 <= 1.479784
PC15 <= -3.124698
PC17 <= 2.105873
PC30 <= 0.0586412
PC31 > -0.1231729
PC43 > -0.1397224
-> class 2\|4 [0.989]
Rule 47/285: (154.1/1.5, lift 16.7)
PC1 <= -0.4303757
PC8 <= -3.4806
PC15 <= -0.1916555
PC24 <= -0.139737
PC46 <= 0.413817
-> class 2\|4 [0.984]
Rule 47/286: (51.4, lift 16.6)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 <= -0.2273773
PC11 <= 0.3502534
PC22 > 1.28584
PC36 <= 0.07506683
PC60 > 0.3272899
-> class 2\|4 [0.981]
Rule 47/287: (155.7/2.2, lift 16.6)
PC2 <= 2.723708
PC8 <= -3.4806
PC9 <= 10.24004
PC16 > -1.034545
PC25 <= 0.3230813
PC46 <= 0.413817
PC79 <= 0.3198665
PC85 > 0.659854
-> class 2\|4 [0.980]
Rule 47/288: (41.4, lift 16.5)
PC1 <= -0.4303757
PC5 <= -0.6736053
PC8 <= -0.2273773
PC17 > -0.3553776
-> class 2\|4 [0.977]
Rule 47/289: (75.5/0.8, lift 16.5)
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC17 > -0.3553776
PC33 > -0.481495
PC36 <= -0.2595286
PC60 > 0.3272899
PC63 <= -0.2947426
PC95 > 0.02716198
-> class 2\|4 [0.976]
Rule 47/290: (444/11.2, lift 16.5)
PC2 <= 2.723708
PC8 <= -3.4806
PC44 > 0.8358026
PC46 <= 0.413817
PC79 <= 0.3198665
PC86 > -0.6613067
PC97 <= 1.583909
-> class 2\|4 [0.973]
Rule 47/291: (33.1/0.1, lift 16.4)
PC2 <= 2.723708
PC8 <= -0.2273773
PC17 > -0.3553776
PC22 > 0.5454477
PC33 > -0.481495
PC36 <= 0.07506683
PC60 > 0.3272899
PC63 <= -0.2947426
-> class 2\|4 [0.968]
Rule 47/292: (127.1/3.6, lift 16.3)
PC1 <= -0.4303757
PC8 <= -3.4806
PC28 > 0.05048775
PC46 <= 0.413817
-> class 2\|4 [0.965]
Rule 47/293: (21.6, lift 16.2)
PC1 <= -0.4303757
PC8 <= -3.4806
PC15 <= -0.1916555
PC44 <= 0.8358026
PC92 <= -0.2447877
PC96 > -0.2493796
-> class 2\|4 [0.958]
Rule 47/294: (134/4.7, lift 16.2)
PC1 <= -0.4303757
PC2 <= 2.723708
PC11 <= -4.141527
-> class 2\|4 [0.958]
Rule 47/295: (62/2.2, lift 16.1)
PC1 <= -0.4303757
PC8 <= -3.4806
PC15 <= -0.1916555
PC16 > -1.034545
PC46 <= 0.413817
PC79 <= 0.3198665
PC93 <= 0.4297585
PC96 <= -0.2493796
-> class 2\|4 [0.950]
Rule 47/296: (387.4/18.8, lift 16.1)
PC8 <= -3.4806
PC12 > 1.346087
PC24 > -0.139737
PC93 <= 0.4297585
-> class 2\|4 [0.949]
Rule 47/297: (16.4, lift 16.0)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC11 <= 0.3502534
PC17 > -0.3553776
PC36 <= 0.07506683
PC60 > 0.3272899
PC70 > 0.2185804
-> class 2\|4 [0.946]
Rule 47/298: (18.4/0.1, lift 16.0)
PC1 <= -0.4303757
PC8 <= -3.4806
PC15 <= -0.1916555
PC16 > -1.034545
PC29 > 0.1970029
PC79 <= 0.3198665
-> class 2\|4 [0.946]
Rule 47/299: (29.8/1.3, lift 15.7)
PC8 <= -3.4806
PC15 <= -0.1916555
PC28 <= 0.05048775
PC46 <= 0.413817
PC52 > 0.1513507
PC79 <= 0.3198665
PC96 > -0.2493796
-> class 2\|4 [0.927]
Rule 47/300: (70.2/4.5, lift 15.6)
PC2 <= 2.723708
PC8 <= -3.4806
PC15 <= -0.1916555
PC16 > -1.034545
PC44 <= 0.8358026
PC46 <= 0.413817
PC49 <= 0.0436689
PC52 <= 0.1513507
PC79 <= 0.3198665
PC99 > 0.183575
-> class 2\|4 [0.924]
Rule 47/301: (10.1, lift 15.5)
PC1 <= -0.4303757
PC8 <= -3.4806
PC79 <= 0.3198665
PC85 <= 0.659854
PC97 > 1.583909
-> class 2\|4 [0.918]
Rule 47/302: (87/7, lift 15.4)
PC8 <= -3.4806
PC15 <= -0.1916555
PC16 > -1.034545
PC37 <= -0.4227054
PC46 <= 0.413817
PC49 <= 0.0436689
-> class 2\|4 [0.910]
Rule 47/303: (8.7, lift 15.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC11 <= 0.3502534
PC17 > -0.3553776
PC52 > 0.1973856
PC63 <= -0.2947426
-> class 2\|4 [0.906]
Rule 47/304: (6.9, lift 15.0)
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC17 > -0.3553776
PC33 > -0.481495
PC36 <= 0.07506683
PC60 > 1.646828
PC63 <= -0.2947426
-> class 2\|4 [0.888]
Rule 47/305: (34.5/6.8, lift 13.3)
PC1 <= -0.4303757
PC2 <= 2.723708
PC8 > -3.4806
PC8 <= -0.2273773
PC10 <= -0.5814319
PC33 > -0.481495
PC60 > 0.3272899
-> class 2\|4 [0.785]
Rule 47/306: (31.5/11.9, lift 10.4)
PC2 <= 2.723708
PC8 <= -0.2273773
PC17 > -0.3553776
PC29 > 0.3237171
PC60 > 0.3272899
-> class 2\|4 [0.615]
Default class: 2\|3
----- Trial 48: -----
Rules:
Rule 48/1: (127.8, lift 15.7)
PC2 <= 6.608233
PC12 > -0.9238364
PC17 > -0.1491582
PC18 > 1.22969
PC22 > -0.3632967
PC31 > -0.2922627
PC37 <= 1.231708
PC55 > -0.289443
PC63 <= 2.15753
PC76 <= -0.6032332
PC89 > -0.4505707
-> class 0\|0 [0.992]
Rule 48/2: (258.1/2.2, lift 15.6)
PC2 <= 6.608233
PC4 <= 8.050642
PC6 <= 0.3421981
PC12 > -0.9238364
PC13 <= 1.533616
PC17 > -0.5206551
PC18 > 1.22969
PC19 > -0.2224045
PC22 > -0.3632967
PC37 <= 1.231708
PC55 > -0.2046797
PC59 <= -0.1885396
PC67 > -0.07185119
PC76 <= 0.4864229
PC89 > -0.4505707
PC95 <= 0.7564328
-> class 0\|0 [0.988]
Rule 48/3: (18.4/0.8, lift 14.4)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7646611
PC18 > -2.430627
PC18 <= 0.6226293
PC90 <= -1.848083
-> class 0\|0 [0.910]
Rule 48/4: (6.9, lift 14.0)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7646611
PC9 > 0.1718769
PC18 > -0.7623823
PC18 <= 0.6226293
PC31 > 0.2183889
-> class 0\|0 [0.887]
Rule 48/5: (9.7/1.7, lift 12.2)
PC13 > 7.236558
PC18 > 0.6226293
PC31 > 0.1783828
PC34 > -0.9182814
PC93 <= -0.0705788
-> class 0\|0 [0.772]
Rule 48/6: (2286.2/1223.3, lift 7.3)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.6226293
PC42 > -3.903153
-> class 0\|0 [0.465]
Rule 48/7: (84.1, lift 13.2)
PC2 > 2.231518
PC17 <= 3.241955
PC18 > 0.6226293
PC19 > -0.2224045
PC28 <= 3.478025
PC48 > 0.2097725
PC52 > -0.3959625
PC56 > -0.5595728
PC59 > -0.1885396
PC76 > -0.6032332
PC99 > -0.4943343
-> class 0\|1 [0.988]
Rule 48/8: (81.2, lift 13.2)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 7.236558
PC17 <= -0.5206551
PC18 > 0.6226293
PC23 > 0.3305984
PC25 > -0.7787059
PC28 <= 3.478025
-> class 0\|1 [0.987]
Rule 48/9: (69, lift 13.2)
PC6 <= 0.3421981
PC12 > -0.9238364
PC13 <= 7.236558
PC18 > 1.22969
PC41 > -0.1608191
PC52 > -0.3959625
PC56 > -0.5595728
PC67 <= -0.07185119
PC76 > -0.6032332
PC89 > -0.4505707
PC100 > -1.212266
-> class 0\|1 [0.986]
Rule 48/10: (54.4, lift 13.1)
PC7 > -0.7646611
PC15 > -0.2495917
PC16 <= 0.4127792
PC18 <= -0.7623823
PC78 > 2.492486
PC85 > -0.2875412
-> class 0\|1 [0.982]
Rule 48/11: (49.4, lift 13.1)
PC2 > 2.231518
PC13 <= 7.236558
PC18 > 0.6226293
PC25 > -0.7787059
PC28 <= 3.478025
PC35 > 0.8845652
-> class 0\|1 [0.981]
Rule 48/12: (50.4, lift 13.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > 0.6226293
PC22 > -0.3632967
PC25 > -0.7787059
PC28 <= 3.478025
PC63 > 2.15753
-> class 0\|1 [0.981]
Rule 48/13: (41.5, lift 13.0)
PC2 > 2.231518
PC18 > 0.6226293
PC22 > -0.3632967
PC25 > -0.7787059
PC55 > -0.3803608
PC66 <= 1.891939
PC91 > 2.682686
-> class 0\|1 [0.977]
Rule 48/14: (84.6/1.2, lift 13.0)
PC2 > 2.231518
PC13 <= 7.236558
PC18 > 0.6226293
PC25 > -0.7787059
PC28 <= 3.478025
PC42 > -3.903153
PC47 > -0.04210063
PC66 > 1.891939
-> class 0\|1 [0.975]
Rule 48/15: (126.9/2.9, lift 12.9)
PC1 <= -0.7080471
PC2 > 6.608233
PC13 <= 1.533616
PC17 > -0.5206551
PC17 <= 3.241955
PC18 > 1.22969
PC25 > -0.7787059
PC61 <= 0.163196
PC94 > -0.3487372
PC95 <= 0.3869547
-> class 0\|1 [0.970]
Rule 48/16: (29.9, lift 12.9)
PC2 > 2.231518
PC2 <= 6.608233
PC13 <= 1.533616
PC17 > -0.5206551
PC17 <= 3.241955
PC18 > 0.6226293
PC37 > 1.231708
PC39 <= 0.8989123
PC48 <= 0.4587667
PC76 <= 0.4864229
PC91 <= 2.682686
-> class 0\|1 [0.969]
Rule 48/17: (28.4, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 7.236558
PC17 > -0.1491582
PC18 > 0.6226293
PC25 > -0.7787059
PC39 <= 0.8989123
PC48 <= 0.4587667
PC66 <= 1.891939
PC95 > 0.7564328
PC100 > -1.212266
-> class 0\|1 [0.967]
Rule 48/18: (91.9/2.3, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC8 <= -0.008046797
PC18 > 0.6226293
PC22 > -0.3632967
PC24 > -0.4429669
PC42 > -3.903153
PC55 <= -0.3803608
-> class 0\|1 [0.965]
Rule 48/19: (26.1, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 8.050642
PC22 > -0.3632967
PC25 > -0.7787059
PC39 <= 0.8989123
PC48 <= 0.4587667
PC56 > -0.5595728
PC59 > -0.1885396
PC66 <= -0.5039763
PC75 > -0.3548777
PC76 > -0.6032332
PC76 <= 0.4864229
PC97 <= 0.6023083
PC99 > -0.4943343
-> class 0\|1 [0.964]
Rule 48/20: (26, lift 12.9)
PC4 > 8.050642
PC18 > 0.6226293
PC22 > -0.3632967
PC28 <= 3.478025
PC55 > -0.3803608
PC66 <= 1.891939
PC75 > -0.3548777
PC76 > -0.6032332
PC100 > -1.212266
-> class 0\|1 [0.964]
Rule 48/21: (26, lift 12.9)
PC2 > 2.231518
PC3 <= -0.7349322
PC13 <= 7.236558
PC17 <= 3.241955
PC18 > 0.6226293
PC25 > -0.7787059
PC28 <= 3.478025
PC39 <= 0.8989123
PC66 <= 1.891939
PC75 > -0.3548777
PC76 <= 0.4864229
PC97 > 0.6023083
PC100 > -1.212266
-> class 0\|1 [0.964]
Rule 48/22: (50.9/1, lift 12.8)
PC2 > 2.231518
PC13 > 1.533616
PC13 <= 7.236558
PC17 <= 3.241955
PC18 > 0.6226293
PC22 > -0.3632967
PC25 > -0.7787059
-> class 0\|1 [0.963]
Rule 48/23: (169.9/6.9, lift 12.7)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7646611
PC18 > -2.430627
PC18 <= 0.6226293
PC20 > -2.973031
PC43 <= 0.4377991
PC59 > 0.3098417
PC90 > -1.848083
-> class 0\|1 [0.954]
Rule 48/24: (127.9/5, lift 12.7)
PC2 > 2.231518
PC3 <= 1.640775
PC6 <= -0.07416741
PC13 <= 7.236558
PC18 > 0.6226293
PC22 <= -0.3632967
PC25 > -0.7787059
PC28 <= 3.478025
PC42 <= 1.576162
PC66 <= 1.891939
PC94 > -1.267752
-> class 0\|1 [0.954]
Rule 48/25: (18.5, lift 12.7)
PC3 <= -0.7349322
PC18 > 1.22969
PC48 <= 0.4587667
PC52 > -0.3959625
PC55 <= -0.2046797
PC66 <= 1.891939
PC75 > -0.3548777
PC76 > -0.6032332
-> class 0\|1 [0.951]
Rule 48/26: (44/1.3, lift 12.7)
PC3 <= -0.7349322
PC13 <= 7.236558
PC18 > 1.22969
PC25 > -0.7787059
PC28 <= 3.478025
PC35 > -0.3511933
PC39 <= 0.8989123
PC55 <= -0.289443
PC75 > -0.3548777
PC76 <= 0.4864229
-> class 0\|1 [0.950]
Rule 48/27: (90.5/3.7, lift 12.7)
PC13 <= 7.236558
PC17 > -0.5206551
PC17 <= 3.241955
PC18 > 1.22969
PC19 <= -0.2224045
PC25 > -0.7787059
PC37 <= 1.231708
PC63 <= 2.15753
PC76 > -0.6032332
PC95 <= 0.7564328
PC97 <= 0.6023083
-> class 0\|1 [0.949]
Rule 48/28: (17.2, lift 12.6)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= -0.6030719
PC7 > -0.7646611
PC18 <= 0.6226293
PC87 > 0.3169977
-> class 0\|1 [0.948]
Rule 48/29: (76.6/3.2, lift 12.6)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > 0.6226293
PC22 > -0.3632967
PC25 > -0.7787059
PC31 <= -0.2922627
PC100 > -1.212266
-> class 0\|1 [0.947]
Rule 48/30: (66.1/2.8, lift 12.6)
PC13 > 7.236558
PC13 <= 11.86598
PC18 > 0.6226293
PC31 <= 0.1783828
PC42 <= 0.1219841
PC93 <= -0.0705788
-> class 0\|1 [0.945]
Rule 48/31: (32.7/1.1, lift 12.5)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > 0.6226293
PC39 <= 0.8989123
PC41 <= -0.1608191
PC48 <= 0.4587667
PC55 > -0.3803608
PC66 <= 1.891939
PC76 > -0.6032332
PC100 > -1.212266
-> class 0\|1 [0.939]
Rule 48/32: (79/4.2, lift 12.5)
PC2 > 2.231518
PC3 <= -0.7349322
PC13 <= 7.236558
PC17 <= 3.241955
PC18 > 1.22969
PC42 > -3.903153
PC48 <= 0.4587667
PC75 > -0.3548777
PC89 > -0.4505707
PC99 <= -0.4943343
-> class 0\|1 [0.935]
Rule 48/33: (28.7/1.3, lift 12.4)
PC4 > -8.261679
PC5 > -0.6030719
PC10 <= -3.351897
PC16 > -0.5561298
PC18 > -1.824607
PC18 <= 0.6226293
PC44 > 0.5817343
-> class 0\|1 [0.926]
Rule 48/34: (11.4, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= -0.6030719
PC7 > -0.7646611
PC16 <= 0.3230948
PC18 <= 0.6226293
-> class 0\|1 [0.925]
Rule 48/35: (13.1/0.1, lift 12.3)
PC2 > 2.231518
PC2 <= 6.608233
PC3 <= 1.640775
PC12 <= -0.9238364
PC18 > 0.6226293
PC28 <= 3.478025
PC39 <= 0.8989123
PC66 <= 1.891939
-> class 0\|1 [0.924]
Rule 48/36: (35.7/2.6, lift 12.1)
PC2 > 2.231518
PC8 > -0.2580362
PC13 <= 7.236558
PC18 > 0.7978112
PC25 <= -0.7787059
PC53 <= 0.8081979
-> class 0\|1 [0.905]
Rule 48/37: (51.9/4.7, lift 11.9)
PC18 > -0.7623823
PC18 <= 0.6226293
PC33 > 2.897988
PC36 <= 1.656734
PC86 <= 2.85107
-> class 0\|1 [0.894]
Rule 48/38: (115.8/11.6, lift 11.9)
PC2 > 2.231518
PC5 > -0.6030719
PC7 > -0.7646611
PC8 > -0.404321
PC9 > 0.1718769
PC14 > -0.2823414
PC18 > -0.7623823
PC18 <= 0.6226293
PC31 <= 0.2183889
PC68 > -0.3035462
PC71 > -0.2932576
-> class 0\|1 [0.893]
Rule 48/39: (6.4, lift 11.7)
PC2 > 2.231518
PC18 > -0.7623823
PC18 <= 0.6226293
PC34 <= -5.047802
-> class 0\|1 [0.880]
Rule 48/40: (6, lift 11.7)
PC2 > 2.231518
PC3 <= -0.7349322
PC5 <= -0.7533382
PC39 <= 0.8989123
PC59 > -0.1885396
-> class 0\|1 [0.875]
Rule 48/41: (5.7, lift 11.6)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.7623823
PC18 <= 0.6226293
PC36 <= 1.656734
PC55 <= -1.45481
-> class 0\|1 [0.871]
Rule 48/42: (5.1, lift 11.5)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= -0.6030719
PC16 > 0.3230948
PC18 <= 0.6226293
PC93 > 0.2641403
-> class 0\|1 [0.860]
Rule 48/43: (5.1, lift 11.5)
PC2 > 2.231518
PC3 <= -0.7349322
PC6 > 0.3421981
PC48 <= 0.4587667
PC55 > -0.289443
PC76 > -0.6032332
-> class 0\|1 [0.859]
Rule 48/44: (127.5/17.5, lift 11.4)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.6226293
PC18 <= 1.22969
PC22 > -0.3632967
PC25 > -0.7787059
PC55 > -0.3803608
PC99 > -0.4739305
-> class 0\|1 [0.858]
Rule 48/45: (40.2/7.8, lift 10.6)
PC2 > 2.231518
PC2 <= 6.608233
PC3 <= 1.640775
PC13 <= 1.533616
PC17 > -0.5206551
PC22 > -0.3632967
PC25 > -0.7787059
PC31 > -0.2922627
PC35 <= -0.3511933
PC55 > -0.3803608
PC66 <= 1.891939
PC100 > -1.212266
-> class 0\|1 [0.791]
Rule 48/46: (75.1/1.3, lift 10.4)
PC7 > -0.7646611
PC11 <= -0.03198645
PC16 <= 2.936707
PC18 <= -1.824607
PC28 <= -0.2954761
PC66 > -4.599384
PC87 <= 0.4267156
PC97 > -1.057257
-> class 0\|2 [0.970]
Rule 48/47: (48.6/1.1, lift 10.3)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > 0.6226293
PC18 <= 1.22969
PC55 > -0.3803608
PC91 <= 2.682686
PC99 <= -0.4739305
-> class 0\|2 [0.958]
Rule 48/48: (80.4/3.6, lift 10.1)
PC2 > 2.231518
PC8 <= -0.2580362
PC13 <= 7.236558
PC18 > 0.6226293
PC25 <= -0.7787059
PC28 <= 3.478025
PC42 > -3.903153
-> class 0\|2 [0.944]
Rule 48/49: (60.7/3.4, lift 10.0)
PC18 > 0.6226293
PC28 > 3.478025
PC42 > -3.903153
-> class 0\|2 [0.930]
Rule 48/50: (14.3/0.7, lift 9.6)
PC2 > 2.231518
PC18 > 0.6226293
PC18 <= 0.7978112
PC25 <= -0.7787059
-> class 0\|2 [0.897]
Rule 48/51: (40.5/3.6, lift 9.5)
PC2 > 2.231518
PC18 > 0.6226293
PC47 <= -0.04210063
PC66 > 1.891939
-> class 0\|2 [0.892]
Rule 48/52: (5.8, lift 9.3)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= 0.6226293
PC80 > 0.08182268
PC80 <= 0.08311477
-> class 0\|2 [0.872]
Rule 48/53: (27.3/3.1, lift 9.2)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.6226293
PC24 <= -0.4429669
PC25 > -0.7787059
PC42 > -3.903153
PC55 <= -0.3803608
PC66 <= 1.891939
-> class 0\|2 [0.858]
Rule 48/54: (21.9/3, lift 8.9)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7646611
PC18 > -2.430627
PC18 <= 0.6226293
PC59 <= 0.3098417
PC90 > -1.848083
-> class 0\|2 [0.834]
Rule 48/55: (48.6/9.6, lift 8.5)
PC18 > 0.6226293
PC22 <= -0.3632967
PC42 > 1.576162
-> class 0\|2 [0.792]
Rule 48/56: (7434.3/5571.1, lift 2.7)
PC2 > 2.231518
-> class 0\|2 [0.251]
Rule 48/57: (167.6, lift 11.9)
PC3 <= 1.640775
PC7 > -0.7646611
PC11 > -0.03198645
PC17 <= 0.4771936
PC18 <= -1.824607
PC26 <= 1.171173
PC35 <= 0.5507866
PC36 <= 1.091125
PC42 <= 1.595751
PC51 <= 0.6695035
PC80 <= 0.08182268
PC89 <= -0.002629766
PC97 <= 0.5421799
-> class 0\|3 [0.994]
Rule 48/58: (132.3, lift 11.9)
PC3 <= 1.640775
PC4 > -8.261679
PC7 > -0.605471
PC10 > -5.760839
PC11 > -0.03198645
PC15 <= 0.787059
PC18 <= -1.824607
PC26 <= 1.475225
PC32 > -1.787548
PC35 <= 0.5507866
PC66 > -4.599384
PC71 <= -0.5496175
PC97 <= 0.5421799
-> class 0\|3 [0.992]
Rule 48/59: (121.8, lift 11.9)
PC3 <= 1.640775
PC10 > -5.760839
PC11 > -0.03198645
PC18 <= -1.824607
PC26 <= 1.475225
PC32 > -1.787548
PC35 <= 0.5507866
PC66 > -4.599384
PC74 > 0.7771566
PC78 <= 2.492486
-> class 0\|3 [0.992]
Rule 48/60: (77.8, lift 11.8)
PC1 <= -0.4544087
PC2 > 2.231518
PC11 > -0.03198645
PC15 <= 0.787059
PC18 <= -1.824607
PC26 <= 1.475225
PC36 <= 1.091125
PC45 <= 1.482281
PC57 <= 0.9057114
PC63 <= 1.312647
PC89 > -0.002629766
PC97 <= 0.5421799
PC100 <= -0.1219419
-> class 0\|3 [0.987]
Rule 48/61: (108/1, lift 11.8)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -5.760839
PC11 > -0.03198645
PC18 <= -1.824607
PC26 <= 1.475225
PC39 <= -0.8742086
PC66 > -4.599384
PC78 <= 2.492486
-> class 0\|3 [0.982]
Rule 48/62: (47.5, lift 11.7)
PC3 <= 1.640775
PC11 > -0.03198645
PC18 <= -1.824607
PC43 <= 1.773609
PC56 <= -0.5868466
PC63 <= 1.312647
PC66 > -4.599384
PC97 > 0.5421799
-> class 0\|3 [0.980]
Rule 48/63: (46.1, lift 11.7)
PC4 > -8.261679
PC14 <= -0.3301691
PC15 <= 0.787059
PC18 <= -1.824607
PC35 <= 0.5507866
PC57 <= 0.9057114
PC78 <= 2.492486
PC89 > -0.002629766
PC91 <= 0.5696232
PC97 <= 0.5421799
-> class 0\|3 [0.979]
Rule 48/64: (42.3, lift 11.7)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7646611
PC15 <= -0.2495917
PC18 <= 0.6226293
PC78 > 2.492486
-> class 0\|3 [0.977]
Rule 48/65: (39.7, lift 11.7)
PC7 > -0.7646611
PC11 <= -0.03198645
PC18 <= -1.824607
PC28 > -0.2954761
-> class 0\|3 [0.976]
Rule 48/66: (92.1/1.3, lift 11.7)
PC15 <= 0.787059
PC18 <= -1.824607
PC32 > -1.787548
PC35 <= 0.5507866
PC42 > 1.595751
PC43 <= 1.457431
PC66 > -4.599384
-> class 0\|3 [0.976]
Rule 48/67: (40.5, lift 11.7)
PC2 > 2.231518
PC7 > -0.7646611
PC9 > -0.2624365
PC17 > -3.383757
PC18 <= -0.7623823
PC21 > -0.6936007
PC23 <= 1.226195
PC32 > -1.787548
PC78 <= 2.492486
PC100 > 0.7863829
-> class 0\|3 [0.976]
Rule 48/68: (39.2, lift 11.7)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -5.760839
PC16 > -0.5561298
PC18 <= 0.6226293
PC43 <= 1.773609
PC70 > 3.395325
PC78 <= 2.492486
-> class 0\|3 [0.976]
Rule 48/69: (80.2/1.3, lift 11.6)
PC1 > -0.8129722
PC3 <= 1.640775
PC7 > -0.7373306
PC16 > -0.5561298
PC17 > -3.383757
PC18 <= -0.7623823
PC21 > -0.6936007
PC23 <= 1.226195
PC27 <= 0.9879488
PC43 <= 1.457431
PC55 <= 0.1513664
PC78 <= 2.492486
PC87 <= -0.4309406
-> class 0\|3 [0.973]
Rule 48/70: (33.7, lift 11.6)
PC2 > 2.231518
PC7 > -0.7646611
PC11 <= -0.03198645
PC16 > -0.5561298
PC18 <= 0.6226293
PC78 <= 2.492486
PC87 > 0.4267156
-> class 0\|3 [0.972]
Rule 48/71: (32.2, lift 11.6)
PC2 > 2.231518
PC18 > -1.824607
PC18 <= -0.7623823
PC32 > -1.787548
PC38 > 1.051602
PC44 <= 0.5817343
-> class 0\|3 [0.971]
Rule 48/72: (25.3, lift 11.5)
PC3 <= 1.640775
PC11 > -0.03198645
PC12 > 0.2974261
PC15 <= 0.787059
PC18 <= -1.824607
PC97 > 0.5421799
-> class 0\|3 [0.963]
Rule 48/73: (30.7/0.2, lift 11.5)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7646611
PC18 > -0.7623823
PC18 <= 0.6226293
PC86 > 2.85107
-> class 0\|3 [0.963]
Rule 48/74: (36/0.4, lift 11.5)
PC18 > -1.824607
PC18 <= -0.7623823
PC20 <= -3.646928
PC43 <= 1.773609
-> class 0\|3 [0.962]
Rule 48/75: (24.3, lift 11.5)
PC2 > 2.231518
PC3 <= 1.640775
PC16 > 2.936707
-> class 0\|3 [0.962]
Rule 48/76: (22.5, lift 11.5)
PC18 <= -0.7623823
PC21 > -0.6936007
PC23 <= 1.226195
PC38 <= 1.051602
PC43 <= 1.457431
PC55 <= 0.1513664
PC73 > -1.313247
PC88 <= -1.770669
-> class 0\|3 [0.959]
Rule 48/77: (36.3/0.6, lift 11.5)
PC2 > 2.231518
PC3 <= 1.640775
PC9 <= 0.1718769
PC18 > -0.7623823
PC18 <= 0.6226293
PC24 > 1.011693
PC31 > 0.1170313
-> class 0\|3 [0.959]
Rule 48/78: (18.7, lift 11.4)
PC2 > 2.231518
PC3 <= 1.640775
PC17 <= -3.383757
PC18 > -1.824607
PC23 <= 1.226195
PC32 > -1.787548
PC43 <= 1.457431
-> class 0\|3 [0.952]
Rule 48/79: (18.2, lift 11.4)
PC2 > 2.231518
PC3 <= 1.640775
PC16 > -0.5561298
PC18 > -1.824607
PC18 <= 0.6226293
PC31 > 0.3181057
-> class 0\|3 [0.950]
Rule 48/80: (430.8/21.9, lift 11.3)
PC2 > 3.463163
PC7 > -0.605471
PC10 > -5.760839
PC11 > -0.03198645
PC17 <= 0.4771936
PC18 <= -1.824607
PC26 <= 1.171173
PC32 > -1.278016
PC35 <= 0.5507866
PC36 <= 1.091125
PC45 <= 1.482281
PC51 <= 0.6695035
PC57 <= 0.9057114
PC63 <= 1.312647
PC81 <= 1.108797
PC89 <= -0.002629766
PC97 <= 0.5421799
-> class 0\|3 [0.947]
Rule 48/81: (38.4/1.1, lift 11.3)
PC3 <= 1.640775
PC7 > -0.7373306
PC18 > -1.824607
PC18 <= -0.7623823
PC21 > -0.6936007
PC27 <= 0.9879488
PC44 <= 0.5817343
PC55 <= 0.1513664
PC61 <= -0.04999185
PC65 > 0.3319795
-> class 0\|3 [0.947]
Rule 48/82: (16.6, lift 11.3)
PC13 > 7.236558
PC18 > 0.6226293
PC34 <= -0.9182814
PC93 <= -0.0705788
-> class 0\|3 [0.946]
Rule 48/83: (43.2/1.6, lift 11.3)
PC2 > 2.231518
PC7 > -0.7646611
PC9 <= 0.1718769
PC18 > -0.7623823
PC18 <= 0.6226293
PC36 > 1.656734
-> class 0\|3 [0.942]
Rule 48/84: (139.2/7.7, lift 11.2)
PC1 <= -0.4544087
PC4 > -8.261679
PC10 > -5.760839
PC11 > -0.03198645
PC13 > -1.020367
PC15 <= 0.787059
PC18 <= -1.824607
PC22 <= -0.4339666
PC35 <= 0.5507866
PC36 <= 1.091125
PC57 <= 0.9057114
PC63 <= 1.312647
PC89 > 0.004038393
PC91 <= 0.5696232
PC97 <= 0.5421799
-> class 0\|3 [0.939]
Rule 48/85: (14.2, lift 11.2)
PC7 <= -0.7646611
PC18 <= -2.430627
PC63 > 1.629891
-> class 0\|3 [0.938]
Rule 48/86: (53/2.4, lift 11.2)
PC3 <= 1.640775
PC4 > -6.9408
PC7 <= -0.3942149
PC11 > -0.03198645
PC15 <= 0.787059
PC18 <= -0.7623823
PC26 <= 1.475225
PC39 > -0.8742086
PC42 <= 1.595751
PC78 <= 2.492486
PC97 > 0.5421799
-> class 0\|3 [0.938]
Rule 48/87: (75.2/3.8, lift 11.2)
PC1 > -0.8129722
PC3 <= 1.640775
PC7 > -0.7373306
PC9 <= -0.2624365
PC16 > -0.5561298
PC18 > -1.824607
PC18 <= -0.7623823
PC23 <= 1.226195
PC43 <= 1.457431
-> class 0\|3 [0.938]
Rule 48/88: (61.8/3, lift 11.2)
PC2 > 2.231518
PC7 > -0.7646611
PC10 > -5.760839
PC16 > -0.5561298
PC18 <= -0.7623823
PC43 > 1.773609
-> class 0\|3 [0.938]
Rule 48/89: (13.7, lift 11.2)
PC13 > 7.236558
PC91 > 1.371692
PC93 > -0.0705788
-> class 0\|3 [0.936]
Rule 48/90: (12.7, lift 11.2)
PC2 > 2.231518
PC3 <= 1.640775
PC9 > 0.5233031
PC10 > -5.760839
PC16 > -0.5561298
PC18 > -1.824607
PC18 <= 0.6226293
PC21 > -0.6936007
-> class 0\|3 [0.932]
Rule 48/91: (11.9, lift 11.1)
PC3 <= -5.374279
PC7 > -0.7373306
PC18 > -1.824607
PC18 <= -0.7623823
PC23 <= 1.226195
PC32 > -1.787548
PC43 <= 1.457431
PC44 <= 0.5817343
-> class 0\|3 [0.928]
Rule 48/92: (35/1.9, lift 11.0)
PC2 > 2.231518
PC9 > -0.2624365
PC18 > -1.824607
PC18 <= 0.6226293
PC21 > -0.6936007
PC23 <= 1.226195
PC27 <= 0.9879488
PC43 <= 1.457431
PC44 <= 0.5817343
PC55 <= 0.1513664
PC73 <= -1.313247
-> class 0\|3 [0.923]
Rule 48/93: (64/4.1, lift 11.0)
PC11 > -0.03198645
PC15 <= 0.787059
PC18 <= -1.824607
PC36 > 0.1685538
PC78 <= 2.492486
PC97 > 0.5421799
-> class 0\|3 [0.922]
Rule 48/94: (10.7, lift 11.0)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7646611
PC16 > 1.823774
PC18 > -0.7623823
-> class 0\|3 [0.921]
Rule 48/95: (8.6, lift 10.8)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.7623823
PC18 <= 0.6226293
PC81 <= -2.504973
-> class 0\|3 [0.906]
Rule 48/96: (8.1, lift 10.8)
PC2 > 2.231518
PC7 > -0.7646611
PC18 <= 0.6226293
PC44 > 0.2002449
PC78 > 2.492486
PC85 <= -0.2875412
-> class 0\|3 [0.900]
Rule 48/97: (18.9/1.1, lift 10.8)
PC2 > 2.231518
PC7 > -0.7646611
PC9 <= 0.1718769
PC18 > -0.7623823
PC18 <= 0.6226293
PC33 <= 2.897988
PC39 <= -1.583112
-> class 0\|3 [0.900]
Rule 48/98: (65.9/6.3, lift 10.7)
PC3 <= 1.640775
PC10 > -5.760839
PC18 > -1.824607
PC18 <= -0.7623823
PC21 > -0.6936007
PC23 <= 1.226195
PC27 <= 0.9879488
PC43 <= 1.457431
PC55 <= 0.1513664
PC60 > 0.4642164
PC78 <= 2.492486
PC100 <= 0.7863829
-> class 0\|3 [0.893]
Rule 48/99: (7, lift 10.6)
PC11 > -0.03198645
PC18 <= -1.824607
PC26 <= 1.475225
PC43 <= 1.457431
PC78 <= 2.492486
PC97 > 0.5421799
PC98 > 1.041646
-> class 0\|3 [0.889]
Rule 48/100: (5.7, lift 10.4)
PC7 > -0.7646611
PC10 <= -5.760839
PC18 <= -0.7623823
PC54 <= -0.6845074
-> class 0\|3 [0.870]
Rule 48/101: (86.7/14.7, lift 9.9)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= -2.430627
PC22 > 1.696119
PC63 <= 1.629891
-> class 0\|3 [0.823]
Rule 48/102: (3.3, lift 9.7)
PC10 <= -5.760839
PC30 <= -4.280624
-> class 0\|3 [0.810]
Rule 48/103: (22.6/4.5, lift 9.3)
PC2 > 2.231518
PC18 > 0.6226293
PC42 <= -3.903153
-> class 0\|3 [0.776]
Rule 48/104: (136.3, lift 23.2)
PC1 > -0.2831207
PC6 <= 7.471952
PC15 <= -3.907995
PC16 <= -2.557459
-> class 1\|0 [0.993]
Rule 48/105: (123.3/0.4, lift 23.1)
PC1 > -0.2831207
PC2 <= 2.231518
PC7 > 2.829017
PC10 <= 0.8569955
PC16 > -2.557459
PC44 <= 1.405561
PC68 <= 1.052754
-> class 1\|0 [0.989]
Rule 48/106: (71.6, lift 23.1)
PC3 > 1.640775
PC8 > -3.618652
PC16 <= 0.5655206
PC22 > 0.1221173
PC47 > -0.295758
PC67 <= -0.5438395
PC86 > -2.243445
-> class 1\|0 [0.986]
Rule 48/107: (88.2/0.4, lift 23.0)
PC2 <= 2.231518
PC16 <= -2.557459
PC78 <= -0.2445637
-> class 1\|0 [0.984]
Rule 48/108: (57.5, lift 23.0)
PC2 <= 2.231518
PC7 > -8.080019
PC16 <= -2.557459
PC99 > 1.432967
-> class 1\|0 [0.983]
Rule 48/109: (81.6/0.5, lift 23.0)
PC3 > 1.640775
PC8 > -3.618652
PC16 <= 0.5655206
PC22 > 0.1221173
PC47 > -0.295758
PC51 > 0.07648648
PC55 <= 0.4233073
PC93 <= -0.4063965
-> class 1\|0 [0.982]
Rule 48/110: (43.8, lift 22.9)
PC2 > 2.231518
PC3 > 1.640775
PC8 > -3.618652
PC12 <= -0.7564321
PC22 > 0.1221173
PC51 > 0.07648648
PC63 > -2.008443
PC86 > -2.243445
PC94 <= 0.07238812
PC95 <= 0.3782978
-> class 1\|0 [0.978]
Rule 48/111: (99.9/1.7, lift 22.8)
PC1 > -0.2831207
PC2 <= 2.231518
PC10 <= 0.08925983
PC16 <= -2.557459
-> class 1\|0 [0.974]
Rule 48/112: (32.9/0.3, lift 22.5)
PC1 > -0.2831207
PC6 > 0.02855038
PC18 > 0.1208674
PC38 > 0.3228078
-> class 1\|0 [0.962]
Rule 48/113: (23.8, lift 22.5)
PC2 > 2.231518
PC3 > 1.640775
PC41 > 0.4214479
PC47 > -0.295758
PC51 > 0.07648648
PC95 <= 0.3782978
-> class 1\|0 [0.961]
Rule 48/114: (32.5/0.8, lift 22.2)
PC1 > -0.2019541
PC16 <= -2.557459
PC95 <= -0.6146882
PC99 <= 1.432967
-> class 1\|0 [0.949]
Rule 48/115: (17.6, lift 22.2)
PC1 > -0.2831207
PC2 <= 2.231518
PC16 <= -2.557459
PC40 <= -1.362599
-> class 1\|0 [0.949]
Rule 48/116: (16.2, lift 22.1)
PC1 > -0.2831207
PC6 > 0.02855038
PC8 > -3.691019
PC16 > -2.557459
PC19 > -1.445436
PC39 > 0.5540493
PC44 > 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
-> class 1\|0 [0.945]
Rule 48/117: (48.8/2, lift 22.0)
PC1 > -0.2831207
PC6 > 0.02855038
PC8 > -3.691019
PC16 > -2.557459
PC16 <= 1.413509
PC18 <= 0.1208674
PC19 > -1.445436
PC44 > 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
PC95 > -0.168121
-> class 1\|0 [0.941]
Rule 48/118: (103.7/6.1, lift 21.8)
PC2 > 2.231518
PC3 > 1.640775
PC13 <= 0.1202108
PC22 > 0.1221173
PC30 <= 0.2182368
PC47 > -0.295758
PC51 > 0.07648648
PC55 <= 0.4233073
PC63 > -2.008443
PC76 <= 0.2058626
PC94 <= 0.07238812
-> class 1\|0 [0.932]
Rule 48/119: (9.4, lift 21.3)
PC2 > 2.231518
PC3 > 1.640775
PC14 <= -1.673445
-> class 1\|0 [0.912]
Rule 48/120: (50/5.2, lift 20.6)
PC2 > 2.231518
PC3 > 1.640775
PC8 > -3.618652
PC13 <= 0.1202108
PC30 > 0.2182368
PC51 > 0.07648648
PC54 <= 0.04245615
PC55 <= 0.4233073
PC61 <= 0.111269
PC76 <= 0.2058626
-> class 1\|0 [0.881]
Rule 48/121: (146.3/18, lift 20.4)
PC1 > -0.2831207
PC6 <= 0.02855038
PC11 <= -1.594386
PC16 > -2.557459
-> class 1\|0 [0.872]
Rule 48/122: (3.2, lift 18.9)
PC1 > -0.2831207
PC2 <= 2.231518
PC16 <= -2.557459
PC83 > 0.5634667
-> class 1\|0 [0.810]
Rule 48/123: (47.8/9.3, lift 18.6)
PC1 > -0.2831207
PC2 <= 2.231518
PC8 > -3.691019
PC18 <= 0.1208674
PC28 <= -0.4898288
-> class 1\|0 [0.794]
Rule 48/124: (15.1/5.6, lift 14.4)
PC1 > -0.2019541
PC3 > 0.282448
PC18 > 0.1208674
PC21 > 0.820407
-> class 1\|0 [0.614]
Rule 48/125: (117.3, lift 16.9)
PC2 > 2.231518
PC3 > 1.640775
PC15 > 0.4240936
PC16 <= 0.5655206
PC34 > -0.3168284
PC44 > -0.5376004
PC51 <= 0.07648648
-> class 1\|1 [0.992]
Rule 48/126: (121.3, lift 16.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC44 > -0.5376004
PC51 > -0.3344619
PC51 <= 0.07648648
PC84 > -0.5049585
-> class 1\|1 [0.992]
Rule 48/127: (90, lift 16.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC72 > -1.307414
PC95 > 0.3782978
-> class 1\|1 [0.989]
Rule 48/128: (70.3, lift 16.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC22 > 0.1221173
PC30 > 0.2182368
PC41 <= 0.4214479
PC61 > 0.111269
PC93 > -0.4063965
-> class 1\|1 [0.986]
Rule 48/129: (68.3, lift 16.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC30 > 0.2182368
PC54 > 0.04245615
PC63 > -2.008443
PC93 > -0.4063965
-> class 1\|1 [0.986]
Rule 48/130: (62, lift 16.8)
PC1 > -0.2831207
PC6 > 0.02855038
PC8 > -3.691019
PC16 > -2.557459
PC16 <= 1.413509
PC18 <= 0.1208674
PC19 > -1.445436
PC39 <= 0.5540493
PC44 > 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
PC95 <= -0.168121
-> class 1\|1 [0.984]
Rule 48/131: (53.6, lift 16.8)
PC3 > 1.640775
PC8 > -3.618652
PC16 <= 0.5655206
PC63 <= -2.008443
PC93 > -0.4063965
-> class 1\|1 [0.982]
Rule 48/132: (41.2, lift 16.6)
PC1 > -0.2019541
PC2 <= 2.231518
PC3 > 0.282448
PC18 > 0.1208674
PC38 <= 0.3228078
PC44 <= 1.405561
PC60 <= -0.839197
-> class 1\|1 [0.975]
Rule 48/133: (48.8/0.3, lift 16.6)
PC2 > 2.231518
PC3 > 1.640775
PC12 > -0.7564321
PC16 <= 0.5655206
PC22 > 0.1221173
PC67 > -0.5438395
PC76 > 0.2058626
PC93 > -0.4063965
-> class 1\|1 [0.975]
Rule 48/134: (33.8, lift 16.6)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC47 > -0.295758
PC55 > 0.4233073
-> class 1\|1 [0.972]
Rule 48/135: (35.5/0.1, lift 16.6)
PC1 > -0.2019541
PC2 > 1.296361
PC7 <= 2.829017
PC16 > -2.557459
PC18 <= 0.1208674
PC45 <= -0.4300224
PC68 <= 0.5907545
PC82 > -0.7688722
-> class 1\|1 [0.970]
Rule 48/136: (26.8, lift 16.5)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 > 1.189706
PC7 <= 2.829017
PC16 > -2.557459
PC18 <= 0.1208674
PC19 > -0.6005948
PC44 <= 0.2459966
PC68 <= 0.5907545
-> class 1\|1 [0.965]
Rule 48/137: (22.7, lift 16.4)
PC2 > 2.231518
PC8 <= -3.618652
PC51 > 0.07648648
-> class 1\|1 [0.959]
Rule 48/138: (20.9, lift 16.3)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC47 <= -0.295758
PC51 > 0.07648648
-> class 1\|1 [0.956]
Rule 48/139: (62.2/2, lift 16.3)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC22 > 0.1221173
PC93 > -0.4063965
PC94 > 0.07238812
-> class 1\|1 [0.953]
Rule 48/140: (24.8/0.4, lift 16.2)
PC2 > 2.231518
PC3 > 1.640775
PC12 > -0.7564321
PC13 > 0.1202108
PC16 <= 0.5655206
PC67 > -0.5438395
PC93 > -0.4063965
-> class 1\|1 [0.946]
Rule 48/141: (16, lift 16.1)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC22 <= 0.1221173
PC51 > 0.07648648
PC95 <= 0.3782978
-> class 1\|1 [0.944]
Rule 48/142: (287.7/17.2, lift 16.0)
PC1 > -0.2831207
PC2 <= 2.231518
PC10 > 0.08925983
PC15 > -3.907995
PC16 <= -2.557459
PC28 <= 0.2840581
PC33 > -1.114879
PC40 > -1.362599
PC78 > -0.2445637
PC83 <= 0.5634667
PC95 > -0.6146882
PC99 <= 1.432967
-> class 1\|1 [0.937]
Rule 48/143: (31.3/1.2, lift 15.9)
PC1 > -0.2019541
PC3 > 0.282448
PC16 > -2.557459
PC18 > 0.1208674
PC19 > 0.8819153
PC21 <= 0.820407
PC38 <= 0.3228078
-> class 1\|1 [0.934]
Rule 48/144: (8.1, lift 15.4)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC86 <= -2.243445
PC93 > -0.4063965
-> class 1\|1 [0.901]
Rule 48/145: (24.8/2.4, lift 14.9)
PC2 <= 2.231518
PC3 > 1.912505
PC6 <= 0.02855038
PC7 <= 2.829017
PC16 > -2.557459
PC16 <= 3.26421
-> class 1\|1 [0.872]
Rule 48/146: (63.3/10.1, lift 14.2)
PC1 > -0.2831207
PC7 <= 2.829017
PC9 > 1.949768
PC18 <= 0.1208674
PC40 > 0.4116391
PC44 <= 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
-> class 1\|1 [0.829]
Rule 48/147: (22.9/3.3, lift 14.1)
PC2 <= 2.231518
PC7 > 2.829017
PC8 <= 2.930057
PC10 <= 0.8569955
PC16 > -2.557459
PC44 <= 1.405561
PC68 > 1.052754
-> class 1\|1 [0.829]
Rule 48/148: (18.9/3.1, lift 13.8)
PC1 > -0.2831207
PC2 <= 2.231518
PC7 > 2.829017
PC10 > 0.8569955
PC16 > -2.557459
-> class 1\|1 [0.806]
Rule 48/149: (49.2/9.4, lift 13.6)
PC6 > 7.471952
PC16 <= -2.557459
-> class 1\|1 [0.797]
Rule 48/150: (10.5/2.1, lift 12.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 > 0.5655206
PC58 <= -0.7329288
-> class 1\|1 [0.756]
Rule 48/151: (171.4/44.2, lift 12.6)
PC1 > 7.712098
PC6 <= 0.02855038
PC7 <= 2.829017
PC8 > -3.691019
PC16 > -2.557459
-> class 1\|1 [0.739]
Rule 48/152: (35.2/11.7, lift 11.2)
PC1 > -0.2831207
PC2 <= 2.231518
PC8 > -3.691019
PC82 <= -0.7688722
-> class 1\|1 [0.657]
Rule 48/153: (20.5/9.2, lift 9.3)
PC1 <= -0.2831207
PC2 > -0.9809387
PC2 <= 2.231518
PC8 > 0.07614408
PC8 <= 1.146677
PC36 > 0.09076007
PC74 > -0.3609722
-> class 1\|1 [0.546]
Rule 48/154: (185, lift 15.2)
PC1 > -0.2831207
PC2 <= 1.296361
PC6 > 0.02855038
PC16 > -2.557459
PC18 <= 0.1208674
PC28 > -0.4898288
PC45 <= -0.4300224
PC68 <= 0.5907545
-> class 1\|2 [0.995]
Rule 48/155: (150.9, lift 15.1)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 <= 1.189706
PC8 > -3.691019
PC9 <= 1.949768
PC14 <= 0.6645313
PC18 <= 0.1208674
PC55 > 0.6873013
PC82 > -0.7688722
-> class 1\|2 [0.993]
Rule 48/156: (144.9, lift 15.1)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 > 1.189706
PC7 <= 2.829017
PC19 <= -0.6005948
PC44 <= 0.2459966
PC99 > -0.7262758
-> class 1\|2 [0.993]
Rule 48/157: (103.8, lift 15.1)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 <= 1.189706
PC8 > -3.691019
PC9 <= 1.949768
PC66 <= -0.3963193
-> class 1\|2 [0.991]
Rule 48/158: (101.1, lift 15.1)
PC1 > -0.2831207
PC6 > 0.02855038
PC8 > -3.691019
PC18 <= 0.1208674
PC44 <= 0.2459966
PC61 > 0.6979577
PC82 > -0.7688722
-> class 1\|2 [0.990]
Rule 48/159: (86.4, lift 15.1)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 <= 2.829017
PC8 > -3.691019
PC9 <= 1.949768
PC14 <= 0.6645313
PC18 <= 0.1208674
PC43 <= -1.319403
PC68 > -2.484912
-> class 1\|2 [0.989]
Rule 48/160: (304.6/2.5, lift 15.1)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 <= 2.829017
PC8 > -3.691019
PC11 <= 8.670343
PC16 <= 5.583865
PC18 <= 0.1208674
PC28 > -0.4898288
PC68 > 0.5907545
PC82 > -0.7688722
-> class 1\|2 [0.989]
Rule 48/161: (77.4, lift 15.1)
PC1 > -0.2831207
PC2 <= 2.231518
PC7 <= 2.829017
PC8 > 2.191673
PC9 <= 1.949768
PC18 <= 0.1208674
PC44 <= 1.405561
PC100 > -0.004760643
-> class 1\|2 [0.987]
Rule 48/162: (144.7/1.2, lift 15.0)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 <= 2.829017
PC8 > -3.691019
PC14 <= 0.6645313
PC16 > -2.557459
PC18 <= 0.1208674
PC43 > -1.319403
PC44 <= 0.2459966
PC82 > -0.7688722
PC84 > 0.1923653
-> class 1\|2 [0.985]
Rule 48/163: (47.2, lift 14.9)
PC1 > -0.2831207
PC6 > 0.02855038
PC9 > 1.949768
PC16 > -2.557459
PC18 <= 0.1208674
PC40 <= 0.4116391
PC44 <= 0.2459966
-> class 1\|2 [0.980]
Rule 48/164: (39.8, lift 14.9)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 <= 2.829017
PC16 > -2.557459
PC19 <= -1.445436
PC44 > 0.2459966
PC86 > 0.01969295
-> class 1\|2 [0.976]
Rule 48/165: (32.8, lift 14.8)
PC1 > -0.2831207
PC2 <= 2.231518
PC18 <= 0.1208674
PC50 <= -0.8234235
PC68 <= 0.5907545
PC82 > -0.7688722
-> class 1\|2 [0.971]
Rule 48/166: (102/3.4, lift 14.6)
PC1 > -0.2831207
PC18 <= 0.1208674
PC68 <= -2.484912
-> class 1\|2 [0.958]
Rule 48/167: (18.8, lift 14.5)
PC1 > -0.2831207
PC2 <= 2.231518
PC7 <= 2.829017
PC100 > -0.004760643
PC100 <= 0.003668455
-> class 1\|2 [0.952]
Rule 48/168: (228.3/10.8, lift 14.5)
PC2 > 2.231518
PC3 > 1.640775
PC10 > -0.5134947
PC14 > -1.673445
PC16 > 0.5655206
PC16 <= 7.884744
PC36 <= 0.04903745
PC58 > -0.7329288
-> class 1\|2 [0.949]
Rule 48/169: (42.5/1.8, lift 14.3)
PC1 > -0.2831207
PC8 <= -3.691019
PC19 <= -1.607163
-> class 1\|2 [0.936]
Rule 48/170: (17.8/0.4, lift 14.2)
PC3 > 1.640775
PC15 > -0.4111427
PC16 > 0.5655206
PC19 > -0.6807034
PC36 > 0.04903745
-> class 1\|2 [0.928]
Rule 48/171: (11.2, lift 14.1)
PC1 > -0.2831207
PC7 > 1.051587
PC7 <= 1.189706
PC14 <= 0.6645313
PC18 <= 0.1208674
PC44 <= 0.2459966
-> class 1\|2 [0.924]
Rule 48/172: (32.1/1.8, lift 14.0)
PC2 > 2.231518
PC16 > 0.5655206
PC19 <= -0.6807034
-> class 1\|2 [0.919]
Rule 48/173: (9.4, lift 13.9)
PC2 > 2.231518
PC3 > 1.640775
PC15 <= 0.4240936
PC16 <= 0.5655206
PC51 <= -0.3344619
-> class 1\|2 [0.912]
Rule 48/174: (9.6/0.1, lift 13.8)
PC2 > 2.231518
PC3 > 1.640775
PC51 <= 0.07648648
PC84 <= -0.5049585
-> class 1\|2 [0.904]
Rule 48/175: (8.3, lift 13.8)
PC1 > 7.712098
PC6 <= 0.02855038
PC28 > 0.2592985
PC44 <= 1.405561
-> class 1\|2 [0.903]
Rule 48/176: (8, lift 13.7)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC44 <= -0.5376004
PC51 <= 0.07648648
-> class 1\|2 [0.900]
Rule 48/177: (117.6/12.2, lift 13.6)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC9 <= 1.949768
PC39 > -0.0122786
PC44 <= 0.2459966
PC52 > 0.1482874
PC100 > -0.004760643
-> class 1\|2 [0.889]
Rule 48/178: (6.1, lift 13.4)
PC2 <= 2.231518
PC6 <= 0.02855038
PC7 <= 2.829017
PC16 > 3.26421
PC38 <= 0.1104617
-> class 1\|2 [0.876]
Rule 48/179: (5.1, lift 13.1)
PC1 <= -0.2831207
PC2 <= 2.231518
PC7 > 0.6238378
PC8 > -2.366995
PC8 <= 0.07614408
PC32 > 1.590739
-> class 1\|2 [0.859]
Rule 48/180: (4, lift 12.7)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= 0.5655206
PC72 <= -1.307414
-> class 1\|2 [0.833]
Rule 48/181: (17.4/4.8, lift 10.7)
PC2 > 2.231518
PC3 > 1.640775
PC34 <= -0.3168284
PC51 <= -0.3344619
-> class 1\|2 [0.700]
Rule 48/182: (177.3/1.4, lift 15.9)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 <= 1.189706
PC8 > -3.691019
PC14 > 0.6645313
PC16 > -2.557459
PC18 <= 0.1208674
PC44 <= 0.2459966
PC45 > -0.4300224
PC50 > -0.8234235
PC61 <= 0.6979577
PC66 > -0.3963193
PC68 <= 0.5907545
-> class 1\|3 [0.986]
Rule 48/183: (59.2/0.1, lift 15.8)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 <= 1.189706
PC8 > -3.691019
PC8 <= 2.191673
PC18 <= 0.1208674
PC39 <= -0.0122786
PC44 <= 0.2459966
PC55 <= 0.6873013
PC68 <= 0.5907545
PC84 <= 0.1923653
PC100 > 0.003668455
-> class 1\|3 [0.982]
Rule 48/184: (64.8/0.9, lift 15.7)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 <= 0.02855038
PC7 <= 2.829017
PC16 > 3.26421
PC38 > 0.1104617
-> class 1\|3 [0.972]
Rule 48/185: (128.7/3.8, lift 15.5)
PC1 > -0.2831207
PC6 > 0.02855038
PC7 <= 1.051587
PC8 > -3.691019
PC9 <= 1.949768
PC14 <= 0.6645313
PC18 <= 0.1208674
PC43 > -1.319403
PC44 <= 0.2459966
PC55 <= 0.6873013
PC66 > -0.3963193
PC68 > -2.484912
PC68 <= 0.5907545
PC100 <= -0.004760643
-> class 1\|3 [0.963]
Rule 48/186: (58.4/1.4, lift 15.5)
PC1 > -0.2019541
PC2 <= 2.231518
PC3 > 0.282448
PC6 > 0.02855038
PC16 > -2.557459
PC18 > 0.1208674
PC19 <= 0.8819153
PC21 <= 0.820407
PC38 <= 0.3228078
PC60 > -0.839197
-> class 1\|3 [0.961]
Rule 48/187: (12.5, lift 15.0)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 > 1.189706
PC16 > -2.557459
PC44 <= 0.2459966
PC68 <= 0.5907545
PC99 <= -0.7262758
-> class 1\|3 [0.931]
Rule 48/188: (29.5/1.3, lift 15.0)
PC1 > -0.2831207
PC2 <= 2.231518
PC16 > 5.583865
PC68 > 0.5907545
-> class 1\|3 [0.927]
Rule 48/189: (90.3/6.1, lift 14.9)
PC1 > -0.2831207
PC2 <= 2.231518
PC6 > 0.02855038
PC7 <= 1.189706
PC8 > -3.691019
PC8 <= 2.191673
PC18 <= 0.1208674
PC44 <= 0.2459966
PC50 > -0.8234235
PC52 <= 0.1482874
PC55 <= 0.6873013
PC84 <= 0.1923653
PC100 > 0.003668455
-> class 1\|3 [0.923]
Rule 48/190: (52/3.7, lift 14.7)
PC1 > -0.2831207
PC6 > 0.02855038
PC19 <= -1.445436
PC44 > 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
PC86 <= 0.01969295
-> class 1\|3 [0.914]
Rule 48/191: (194.5/20.2, lift 14.4)
PC2 > 2.231518
PC3 > 1.640775
PC15 <= -0.4111427
PC19 > -0.6807034
PC36 > 0.04903745
-> class 1\|3 [0.892]
Rule 48/192: (38.2/3.4, lift 14.4)
PC1 > -0.2831207
PC6 > 0.02855038
PC16 > 1.413509
PC44 > 0.2459966
PC45 > -0.4300224
PC68 <= 0.5907545
-> class 1\|3 [0.889]
Rule 48/193: (12.7/0.7, lift 14.3)
PC2 > 2.231518
PC16 > 7.884744
PC36 <= 0.04903745
-> class 1\|3 [0.887]
Rule 48/194: (3.9, lift 13.4)
PC2 > 2.231518
PC3 > 1.640775
PC10 <= -0.5134947
PC16 > 0.5655206
PC36 <= 0.04903745
-> class 1\|3 [0.829]
Rule 48/195: (88.1/0.5, lift 12.7)
PC8 > 2.293971
PC11 > -0.9337804
PC18 > -0.327332
PC66 > -0.8373987
PC84 > -0.5573153
PC89 > 0.4955153
-> class 2\|0 [0.983]
Rule 48/196: (86.4/1.2, lift 12.5)
PC1 <= -0.2831207
PC2 > -0.9809387
PC2 <= 2.231518
PC8 > 1.146677
PC24 <= 1.571487
PC36 > 0.09076007
PC74 > -0.3609722
PC75 <= 0.9745336
-> class 2\|0 [0.975]
Rule 48/197: (74.5/1.3, lift 12.5)
PC1 > -0.2831207
PC1 <= 16.45006
PC2 <= 2.231518
PC5 <= 3.776605
PC8 > -3.691019
PC44 > 1.405561
PC71 > -0.7803868
-> class 2\|0 [0.970]
Rule 48/198: (17.2, lift 12.2)
PC1 > -0.2019541
PC1 <= 7.712098
PC3 <= 1.912505
PC6 <= 0.02855038
PC8 > 1.122945
PC31 <= 0.3108672
PC43 <= 0.9684905
PC44 <= 1.405561
-> class 2\|0 [0.948]
Rule 48/199: (316.2/19.1, lift 12.1)
PC1 <= -0.2831207
PC8 > 2.293971
PC18 > -0.327332
PC19 <= -0.1023379
PC23 <= 1.049265
PC32 > 0.2402195
PC52 <= 0.05123396
PC66 > -0.8373987
PC84 > -0.5573153
-> class 2\|0 [0.937]
Rule 48/200: (596.3/37.2, lift 12.0)
PC1 <= -0.2831207
PC8 > 2.293971
PC11 > -0.9337804
PC18 > -0.327332
PC25 <= 0.2050813
PC28 <= 0.1391531
PC34 <= 0.4274137
PC41 <= 1.662125
PC60 > -0.2222995
PC70 <= 0.155108
PC84 > -0.5573153
-> class 2\|0 [0.936]
Rule 48/201: (13.3, lift 12.0)
PC2 <= -0.9809387
PC8 > 1.190092
PC8 <= 2.293971
PC11 > -0.7345745
PC57 > 0.112213
PC62 <= -1.460659
-> class 2\|0 [0.934]
Rule 48/202: (330.5/22.4, lift 12.0)
PC8 > 2.293971
PC11 > -0.9337804
PC18 > -0.327332
PC25 <= 0.2050813
PC28 <= 0.1391531
PC35 > 0.1892978
PC41 <= 1.662125
PC60 > -0.2222995
PC70 <= 0.155108
PC80 > -0.5746585
-> class 2\|0 [0.930]
Rule 48/203: (24.9/2.1, lift 11.4)
PC1 <= -0.2831207
PC8 > 2.293971
PC11 > -0.9337804
PC18 > -0.327332
PC56 <= -0.3400541
PC66 > -0.8373987
PC70 > 0.155108
PC84 > -0.5573153
-> class 2\|0 [0.886]
Rule 48/204: (135.1/15.4, lift 11.3)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > 0.07614408
PC24 > 0.3545233
PC24 <= 1.571487
PC57 > 0.112213
-> class 2\|0 [0.881]
Rule 48/205: (1479.3/984, lift 4.3)
PC1 > -0.2831207
PC1 <= -0.2019541
PC2 <= 2.231518
-> class 2\|0 [0.335]
Rule 48/206: (102.1, lift 10.3)
PC1 <= -0.2831207
PC8 > 2.293971
PC11 <= -0.9337804
-> class 2\|1 [0.990]
Rule 48/207: (87.5, lift 10.3)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.2110176
PC8 <= 1.524369
PC12 > -1.945252
PC20 > -0.2280973
PC22 > -0.7427934
PC31 > -1.120177
PC55 <= 0.1142869
PC57 <= 0.112213
PC81 > -0.4734708
-> class 2\|1 [0.989]
Rule 48/208: (81.1, lift 10.3)
PC1 <= -0.2831207
PC8 > 2.293971
PC56 > -0.3400541
PC70 > 0.155108
-> class 2\|1 [0.988]
Rule 48/209: (70.8, lift 10.2)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > 0.07614408
PC31 > -1.120177
PC32 <= 0.9118518
PC59 > 0.654796
-> class 2\|1 [0.986]
Rule 48/210: (118.6/0.8, lift 10.2)
PC1 <= -0.2831207
PC8 > 2.293971
PC25 <= 0.2050813
PC52 > 0.05123396
PC60 <= -0.2222995
-> class 2\|1 [0.985]
Rule 48/211: (206.5/2.2, lift 10.2)
PC1 <= -0.2831207
PC8 > 2.293971
PC19 > -0.1023379
PC60 <= -0.2222995
PC89 <= 0.4955153
-> class 2\|1 [0.985]
Rule 48/212: (75.8/0.3, lift 10.2)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 1.524369
PC31 > -1.120177
PC32 > 0.9118518
PC47 > -0.1983162
-> class 2\|1 [0.983]
Rule 48/213: (51.1, lift 10.2)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 1.190092
PC24 <= 0.3545233
PC57 > 0.112213
PC95 <= -0.114977
-> class 2\|1 [0.981]
Rule 48/214: (49.9, lift 10.2)
PC1 > -0.2831207
PC2 <= 2.231518
PC8 > -3.691019
PC16 <= 9.101321
PC44 > 1.405561
PC71 <= -0.7803868
-> class 2\|1 [0.981]
Rule 48/215: (44.3, lift 10.2)
PC1 <= -0.2831207
PC2 <= 2.231518
PC4 <= -0.4850174
PC8 <= 2.293971
-> class 2\|1 [0.978]
Rule 48/216: (48.7/0.2, lift 10.1)
PC1 <= -0.2831207
PC8 > 2.293971
PC66 <= -0.8373987
-> class 2\|1 [0.977]
Rule 48/217: (154.9/3.2, lift 10.1)
PC1 <= -0.2831207
PC7 <= 0.9507787
PC8 > 0.2110176
PC8 <= 2.293971
PC12 > -1.945252
PC20 > -0.2280973
PC22 > -0.7427934
PC27 > -0.2720846
PC31 > -1.120177
PC32 <= 0.9118518
PC57 <= 0.112213
PC81 > -0.4734708
-> class 2\|1 [0.974]
Rule 48/218: (34.1, lift 10.1)
PC1 <= -0.2831207
PC2 > -0.9809387
PC2 <= 2.231518
PC8 > 0.07614408
PC8 <= 2.293971
PC74 <= -0.3609722
-> class 2\|1 [0.972]
Rule 48/219: (66.2/1, lift 10.1)
PC1 <= -0.2831207
PC8 > 2.293971
PC18 <= -0.327332
PC23 <= 1.049265
PC24 <= 1.259521
-> class 2\|1 [0.970]
Rule 48/220: (26.8, lift 10.0)
PC1 <= -0.2831207
PC8 > 0.07614408
PC19 <= -2.226498
PC22 <= -0.7427934
-> class 2\|1 [0.965]
Rule 48/221: (25.5, lift 10.0)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > 0.07614408
PC8 <= 1.190092
PC24 <= 0.3545233
PC57 > 0.112213
PC63 <= -0.01178659
PC80 > -0.101289
-> class 2\|1 [0.964]
Rule 48/222: (25.4, lift 10.0)
PC2 <= 2.231518
PC8 > 0.07614408
PC48 > 3.819473
-> class 2\|1 [0.963]
Rule 48/223: (91.4/2.6, lift 10.0)
PC1 <= -0.2831207
PC8 > 2.293971
PC19 <= -0.1023379
PC23 <= 1.049265
PC25 <= 0.2050813
PC32 <= 0.2402195
PC60 <= -0.2222995
-> class 2\|1 [0.961]
Rule 48/224: (35/0.5, lift 10.0)
PC1 <= -0.2831207
PC8 > 2.293971
PC84 <= -0.5573153
-> class 2\|1 [0.960]
Rule 48/225: (51.6/1.4, lift 9.9)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 2.293971
PC20 <= -0.2280973
PC24 <= 1.571487
PC57 <= 0.112213
PC85 > -1.58448
-> class 2\|1 [0.955]
Rule 48/226: (124.2/5.7, lift 9.8)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 2.293971
PC12 > -2.154582
PC13 > -0.05887304
PC22 <= -0.7427934
PC23 <= 2.378127
PC28 <= 0.02350139
PC31 > -1.120177
PC47 <= 0.6756617
PC50 > -0.6482503
PC65 > -0.4527642
PC74 > -0.590564
PC77 > -0.3707917
-> class 2\|1 [0.947]
Rule 48/227: (49.4/2.3, lift 9.7)
PC1 <= -0.2831207
PC8 > 2.293971
PC28 > 0.1391531
-> class 2\|1 [0.936]
Rule 48/228: (39.3/1.9, lift 9.7)
PC1 <= -0.2831207
PC8 > 2.293971
PC34 > 0.4274137
PC35 <= 0.1892978
-> class 2\|1 [0.930]
Rule 48/229: (67.6/3.9, lift 9.7)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 1.190092
PC24 <= 0.3545233
PC57 > 0.112213
PC63 > -0.01178659
-> class 2\|1 [0.929]
Rule 48/230: (71/4.4, lift 9.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC4 <= -0.3666233
PC8 > -2.366995
PC28 > 0.07878262
PC57 > -0.0158885
-> class 2\|1 [0.926]
Rule 48/231: (11.4, lift 9.6)
PC1 > -0.2831207
PC1 <= -0.2019541
PC2 <= 2.231518
PC8 > -1.658778
PC28 <= 0.009741588
PC87 <= -0.2287902
-> class 2\|1 [0.925]
Rule 48/232: (265.5/19.8, lift 9.6)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC7 > 0.1452274
PC8 > 1.524369
PC8 <= 2.293971
PC24 <= 1.571487
PC40 > -1.442553
PC57 <= 0.112213
PC70 <= 0.2935769
-> class 2\|1 [0.922]
Rule 48/233: (41.2/2.6, lift 9.5)
PC1 <= -0.2831207
PC8 > 2.293971
PC18 > -0.327332
PC25 > 0.2050813
-> class 2\|1 [0.917]
Rule 48/234: (8.7, lift 9.4)
PC1 > -0.2019541
PC1 <= 7.712098
PC6 <= 0.02855038
PC7 <= 2.829017
PC8 > -3.691019
PC16 <= 3.26421
PC31 > 0.3108672
PC44 <= 1.405561
-> class 2\|1 [0.906]
Rule 48/235: (134/15.6, lift 9.1)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 1.190092
PC8 <= 2.293971
PC11 > -0.7345745
PC24 <= 0.3545233
PC57 > 0.112213
PC62 > -1.460659
-> class 2\|1 [0.878]
Rule 48/236: (10.7/0.6, lift 9.1)
PC1 <= -0.2831207
PC2 > -0.9809387
PC2 <= 2.231518
PC8 > 0.07614408
PC75 > 0.9745336
-> class 2\|1 [0.874]
Rule 48/237: (38.5/4.8, lift 8.9)
PC1 <= -0.2831207
PC2 <= 2.231518
PC7 <= 0.6238378
PC8 > -2.366995
PC8 <= 0.07614408
PC19 > -3.647172
PC32 > 1.590739
PC41 <= 4.386878
-> class 2\|1 [0.857]
Rule 48/238: (22.3/2.5, lift 8.9)
PC1 <= -0.2831207
PC8 > 2.293971
PC41 > 1.662125
PC70 <= 0.155108
-> class 2\|1 [0.856]
Rule 48/239: (11/1.3, lift 8.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC4 <= 0.06447037
PC8 > -2.366995
PC8 <= 0.07614408
PC10 <= 0.0131954
PC28 > 0.07878262
-> class 2\|1 [0.824]
Rule 48/240: (23.6/3.7, lift 8.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC4 <= 0.06447037
PC8 > -1.551133
PC8 <= 0.07614408
PC28 > 0.07878262
PC59 <= -0.6643222
PC97 <= 0.4459717
-> class 2\|1 [0.817]
Rule 48/241: (27.8/5.2, lift 8.2)
PC8 > 2.293971
PC11 > -0.9337804
PC23 <= 1.049265
PC34 > 0.4274137
PC80 <= -0.5746585
-> class 2\|1 [0.792]
Rule 48/242: (19/5.6, lift 7.1)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC24 <= -0.2445945
PC43 > -1.343211
PC57 <= -0.0158885
PC64 <= -0.1138732
-> class 2\|1 [0.685]
Rule 48/243: (58.5/18.3, lift 7.1)
PC2 <= 2.231518
PC8 > -2.366995
PC32 <= 1.590739
PC57 <= -0.0158885
PC71 > 1.938841
-> class 2\|1 [0.680]
Rule 48/244: (40.3/15.2, lift 6.4)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC45 > 0.326501
PC57 <= -0.0158885
PC71 <= 1.938841
-> class 2\|1 [0.617]
Rule 48/245: (25.2/10.2, lift 6.1)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC66 > 0.7005113
PC96 <= -1.055575
-> class 2\|1 [0.587]
Rule 48/246: (22.2/10.1, lift 5.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC3 <= -1.644617
PC8 <= 0.07614408
PC57 <= -0.0158885
-> class 2\|1 [0.540]
Rule 48/247: (615.9/303.7, lift 5.3)
PC3 <= 0.282448
PC6 > 0.02855038
PC8 > 0.1080783
PC16 > -2.557459
PC18 > 0.1208674
-> class 2\|1 [0.507]
Rule 48/248: (166, lift 9.7)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 <= 1.524369
PC19 > -2.226498
PC22 <= -0.7427934
PC32 <= 0.9118518
PC57 <= 0.112213
PC77 <= -0.3707917
-> class 2\|2 [0.994]
Rule 48/249: (89/0.2, lift 9.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC10 > -0.3745408
PC16 > -0.2373615
PC18 <= 0.04163619
PC28 <= 0.07878262
PC29 <= 0.2775553
PC44 <= 0.4351138
PC57 > -0.0158885
PC61 > -1.368109
PC63 > -0.3677786
PC64 <= 1.155266
PC78 > -0.3512403
-> class 2\|2 [0.987]
Rule 48/250: (57.3, lift 9.6)
PC1 > -0.2831207
PC1 <= 7.712098
PC2 <= 2.231518
PC6 <= 0.02855038
PC7 > 0.421838
PC7 <= 2.829017
PC8 <= 1.122945
PC16 <= 3.26421
PC31 <= 0.3108672
PC43 <= 0.9684905
-> class 2\|2 [0.983]
Rule 48/251: (107.9/0.8, lift 9.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC10 > -0.3745408
PC16 > -0.2373615
PC26 > 0.5737309
PC28 <= 0.07878262
PC29 <= 0.2775553
PC32 <= 1.590739
PC44 <= 0.4351138
PC57 > -0.0158885
PC61 > -1.368109
PC63 > -0.3677786
PC66 <= 0.7005113
PC78 > -0.3512403
PC85 <= 0.8082542
-> class 2\|2 [0.983]
Rule 48/252: (40.1, lift 9.5)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC7 > 0.9507787
PC8 <= 1.524369
PC20 > -0.2280973
PC22 > -0.7427934
PC32 <= 0.9118518
PC81 > -0.4734708
-> class 2\|2 [0.976]
Rule 48/253: (148.9/2.9, lift 9.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC3 <= -0.003932531
PC8 > -2.228738
PC8 <= 0.07614408
PC10 > -0.3745408
PC16 > -0.2373615
PC28 <= 0.07878262
PC32 <= 1.590739
PC44 <= 0.4351138
PC57 > -0.0158885
PC61 > -1.368109
PC63 > -0.3677786
PC64 <= 1.155266
PC74 <= 0.2588171
PC78 > -0.3512403
-> class 2\|2 [0.974]
Rule 48/254: (33, lift 9.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > 0.07614408
PC23 > 2.378127
-> class 2\|2 [0.971]
Rule 48/255: (18.9, lift 9.3)
PC1 <= -0.2831207
PC8 > -2.366995
PC8 <= 0.07614408
PC32 > 1.590739
PC41 > 4.386878
-> class 2\|2 [0.952]
Rule 48/256: (35.2/0.8, lift 9.3)
PC1 <= -0.2831207
PC8 <= -2.366995
PC39 > 0.2899753
PC43 <= -0.218724
PC64 > 0.2399279
-> class 2\|2 [0.952]
Rule 48/257: (65.5/3.8, lift 9.0)
PC1 <= -0.2831207
PC4 > -0.3666233
PC4 <= 0.06447037
PC8 > -1.551133
PC8 <= 0.07614408
PC10 > 0.0131954
PC28 > 0.07878262
PC57 > -0.0158885
PC59 > -0.6643222
PC97 <= 0.4459717
-> class 2\|2 [0.929]
Rule 48/258: (32.3/1.5, lift 9.0)
PC8 > -3.440398
PC8 <= -2.366995
PC26 > 2.588871
PC43 <= -0.218724
PC71 > -0.3712391
-> class 2\|2 [0.926]
Rule 48/259: (67.9/4.6, lift 9.0)
PC8 > -2.366995
PC8 <= 0.07614408
PC9 > 10.24004
PC28 <= 0.07878262
PC32 <= 1.590739
-> class 2\|2 [0.920]
Rule 48/260: (11.8/0.4, lift 8.8)
PC2 <= 2.231518
PC7 > -0.7966253
PC8 <= -2.366995
PC30 <= 0.1066367
PC57 > -0.2461746
PC71 <= -0.3712391
PC92 > 0.3747213
-> class 2\|2 [0.902]
Rule 48/261: (27.4/2.5, lift 8.6)
PC1 <= -0.2831207
PC8 <= -2.366995
PC30 > 0.1066367
PC38 > 0.198645
PC71 <= -0.3712391
-> class 2\|2 [0.883]
Rule 48/262: (44.6/5, lift 8.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > 0.07614408
PC8 <= 1.190092
PC20 <= -0.1537103
PC24 <= 1.571487
PC63 <= -0.01178659
PC80 <= -0.101289
PC95 > -0.114977
-> class 2\|2 [0.871]
Rule 48/263: (100.2/12.3, lift 8.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC90 > 1.184115
-> class 2\|2 [0.870]
Rule 48/264: (28.9/12.5, lift 5.5)
PC1 <= -0.2831207
PC8 > 1.190092
PC8 <= 2.293971
PC11 <= -0.7345745
PC57 > 0.112213
-> class 2\|2 [0.562]
Rule 48/265: (794.3/354.2, lift 5.4)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC8 > 0.07614408
PC8 <= 1.524369
PC57 <= 0.112213
-> class 2\|2 [0.554]
Rule 48/266: (4077.2/2764.9, lift 3.1)
PC1 <= -0.2831207
PC2 <= -0.9809387
PC57 <= 0.112213
-> class 2\|2 [0.322]
Rule 48/267: (153.1, lift 7.8)
PC1 <= -0.2831207
PC8 <= -2.366995
PC9 <= 4.0182
PC43 > -0.218724
PC96 > 0.2911013
-> class 2\|3 [0.994]
Rule 48/268: (197.3/1, lift 7.8)
PC2 <= 2.231518
PC8 > -5.732341
PC8 <= -2.366995
PC15 > 0.8615877
PC19 > -2.918869
PC43 > -0.218724
PC71 > -0.3712391
-> class 2\|3 [0.990]
Rule 48/269: (95.4, lift 7.8)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 <= 0.07614408
PC9 <= 4.0182
PC15 <= 0.8615877
PC27 > 0.3540703
PC78 <= -0.1149013
PC85 <= 0.8031798
-> class 2\|3 [0.990]
Rule 48/270: (92.5, lift 7.8)
PC1 <= -0.2831207
PC8 <= -2.366995
PC43 > -0.218724
PC85 <= 0.8031798
PC94 > 0.7989936
-> class 2\|3 [0.989]
Rule 48/271: (74.2, lift 7.8)
PC1 <= -0.2831207
PC8 <= -2.366995
PC15 <= 0.8615877
PC27 > -0.1151797
PC71 > -0.3712391
PC82 > 0.1592401
-> class 2\|3 [0.987]
Rule 48/272: (61.8, lift 7.8)
PC2 <= 2.231518
PC7 > -0.7966253
PC8 <= -2.366995
PC30 <= 0.1066367
PC57 > -0.2461746
PC71 <= -0.3712391
PC92 <= 0.3747213
-> class 2\|3 [0.984]
Rule 48/273: (283.3/5.2, lift 7.7)
PC1 <= -0.2831207
PC7 <= -0.7966253
PC8 <= -2.366995
PC20 <= 0.8054562
PC30 <= 0.1066367
PC55 <= 1.434774
PC71 <= -0.3712391
-> class 2\|3 [0.978]
Rule 48/274: (43.4, lift 7.7)
PC1 <= -0.2831207
PC8 <= -2.366995
PC47 > -0.4411531
PC78 <= -0.1149013
PC85 <= 0.8031798
PC92 > 0.1642389
PC96 <= 0.2911013
-> class 2\|3 [0.978]
Rule 48/275: (40.4, lift 7.7)
PC1 <= -0.2831207
PC8 <= -2.366995
PC37 <= -0.5306957
PC43 <= -0.218724
PC56 > -0.110847
-> class 2\|3 [0.976]
Rule 48/276: (133.7/2.2, lift 7.7)
PC1 <= -0.2831207
PC8 <= -2.366995
PC9 <= 4.0182
PC13 <= 0.5263308
PC47 > -0.4411531
PC54 <= -0.2333596
PC63 <= 0.2285535
PC71 > -0.3712391
PC72 <= 0.5798987
PC85 <= 0.8031798
-> class 2\|3 [0.976]
Rule 48/277: (38.4, lift 7.7)
PC1 <= -0.2831207
PC8 > -2.366995
PC8 <= 0.07614408
PC19 <= -3.647172
PC95 <= 0.1109738
-> class 2\|3 [0.975]
Rule 48/278: (39, lift 7.7)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 <= 0.07614408
PC17 <= -0.4170254
PC28 <= 0.07878262
PC29 > 0.2775553
PC57 > -0.0158885
PC75 <= 0.3043314
-> class 2\|3 [0.975]
Rule 48/279: (54.4/0.6, lift 7.7)
PC3 > -1.644617
PC8 <= 0.07614408
PC12 > 4.87245
PC32 <= 1.590739
PC57 <= -0.0158885
PC71 <= 1.938841
-> class 2\|3 [0.972]
Rule 48/280: (27.4, lift 7.6)
PC8 <= -3.440398
PC26 > 2.588871
PC43 <= -0.218724
-> class 2\|3 [0.966]
Rule 48/281: (95.1/2.4, lift 7.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC19 <= 1.218769
PC30 <= 0.2335071
PC43 > -1.343211
PC45 <= 0.326501
PC57 <= -0.0158885
PC64 <= -0.1138732
PC71 <= 1.938841
PC80 <= 0.5475113
-> class 2\|3 [0.965]
Rule 48/282: (26.1, lift 7.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC10 <= -0.3745408
PC57 > -0.0158885
PC68 > -1.684524
-> class 2\|3 [0.964]
Rule 48/283: (345.6/13.8, lift 7.6)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC9 <= 10.24004
PC15 > -1.224923
PC28 <= 0.07878262
PC29 <= 0.2775553
PC44 > 0.4351138
PC56 <= 0.3141276
PC57 > -0.0158885
PC68 > -1.684524
PC90 <= 1.184115
-> class 2\|3 [0.957]
Rule 48/284: (78.2/2.5, lift 7.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC28 <= 0.07878262
PC44 <= 0.4351138
PC57 > -0.0158885
PC63 <= -0.3677786
PC66 <= 0.7005113
PC90 <= 1.184115
-> class 2\|3 [0.956]
Rule 48/285: (22.6/0.4, lift 7.5)
PC1 <= -0.2831207
PC2 <= 2.231518
PC24 > 1.571487
-> class 2\|3 [0.945]
Rule 48/286: (48.3/2.7, lift 7.3)
PC1 <= -0.2831207
PC8 <= -2.366995
PC37 > -0.5306957
PC39 > 0.2899753
PC64 <= 0.2399279
PC71 > -0.3712391
-> class 2\|3 [0.927]
Rule 48/287: (82.3/5.5, lift 7.3)
PC1 <= -0.2831207
PC8 <= -2.366995
PC9 <= 4.0182
PC13 <= 0.5263308
PC15 <= 0.8615877
PC43 > -0.218724
PC47 > -0.4411531
PC72 <= 0.5798987
PC78 > -0.1149013
-> class 2\|3 [0.923]
Rule 48/288: (270.5/22.5, lift 7.2)
PC1 <= -0.2831207
PC8 <= -2.366995
PC26 <= 2.588871
PC37 > -0.5306957
PC39 <= 0.2899753
PC43 <= -0.218724
PC51 <= 0.637553
PC71 > -0.3712391
-> class 2\|3 [0.914]
Rule 48/289: (8.2, lift 7.1)
PC1 <= -0.2831207
PC3 > -1.644617
PC8 > -2.366995
PC8 <= -1.525338
PC56 <= -0.137911
PC57 <= -0.0158885
PC64 > -0.1138732
PC71 <= 1.938841
-> class 2\|3 [0.898]
Rule 48/290: (6.2, lift 6.9)
PC1 <= -0.2831207
PC8 <= 0.07614408
PC9 <= -4.402143
PC32 <= 1.590739
PC57 <= -0.0158885
-> class 2\|3 [0.878]
Rule 48/291: (31.4/5.4, lift 6.4)
PC2 <= 2.231518
PC8 <= 0.07614408
PC32 <= 1.590739
PC57 <= -0.0158885
PC71 <= 1.938841
PC94 > 1.306498
-> class 2\|3 [0.808]
Rule 48/292: (27.8/5.5, lift 6.2)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 <= 0.07614408
PC9 <= 10.24004
PC28 <= 0.07878262
PC29 <= -0.2631929
PC32 <= 1.590739
PC90 <= 1.184115
-> class 2\|3 [0.782]
Rule 48/293: (12503.6/9977.8, lift 1.6)
PC2 <= 2.231518
-> class 2\|3 [0.202]
Rule 48/294: (169.8/0.2, lift 19.0)
PC1 <= -0.2831207
PC8 <= -2.366995
PC43 > -0.218724
PC45 <= 0.1304068
PC47 <= -0.4411531
PC71 > -0.3712391
PC94 <= 0.7989936
PC96 <= 0.2911013
-> class 2\|4 [0.993]
Rule 48/295: (79, lift 18.9)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 <= -2.366995
PC13 > 0.5263308
-> class 2\|4 [0.988]
Rule 48/296: (69.8/0.3, lift 18.7)
PC8 <= -2.366995
PC9 > 4.0182
PC15 <= 0.8615877
PC43 > -0.218724
PC54 > -0.6103426
PC71 > -0.3712391
PC94 <= 0.7989936
-> class 2\|4 [0.982]
Rule 48/297: (42/0.2, lift 18.5)
PC2 <= 2.231518
PC8 <= -2.366995
PC15 <= 0.8615877
PC43 > -0.218724
PC47 > -0.4411531
PC63 <= 0.2285535
PC71 > -0.3712391
PC72 > 0.5798987
PC96 <= 0.2911013
-> class 2\|4 [0.972]
Rule 48/298: (266.8/7.1, lift 18.5)
PC1 <= -0.2831207
PC8 <= -2.366995
PC43 > -0.218724
PC63 > 0.2285535
PC71 > -0.3712391
PC85 <= 0.8031798
PC94 <= 0.7989936
PC96 <= 0.2911013
-> class 2\|4 [0.970]
Rule 48/299: (90.3/2, lift 18.5)
PC1 > -0.2831207
PC2 <= 2.231518
PC8 <= -3.691019
PC26 <= 1.987707
PC79 <= -0.4246424
-> class 2\|4 [0.968]
Rule 48/300: (28.3, lift 18.5)
PC8 <= -2.366995
PC9 <= 4.0182
PC43 > -0.218724
PC71 > -0.3712391
PC77 > 1.170201
PC93 <= 0.4428455
PC96 <= 0.2911013
-> class 2\|4 [0.967]
Rule 48/301: (107.4/4.6, lift 18.1)
PC8 <= -2.366995
PC13 <= 0.5263308
PC15 <= 0.8615877
PC43 > -0.218724
PC71 > -0.3712391
PC85 > 0.8031798
-> class 2\|4 [0.949]
Rule 48/302: (16.4, lift 18.1)
PC1 <= -0.2831207
PC8 > -2.366995
PC19 <= -3.647172
PC95 > 0.1109738
-> class 2\|4 [0.946]
Rule 48/303: (172.9/8.8, lift 18.0)
PC8 <= -2.366995
PC15 <= 0.8615877
PC27 > -0.1151797
PC27 <= 0.3540703
PC43 > -0.218724
PC47 > -0.4411531
PC54 > -0.2333596
PC57 <= 0.7080244
PC78 <= -0.1149013
PC82 <= 0.1592401
PC92 <= 0.1642389
PC93 <= 0.4428455
PC94 <= 0.7989936
PC96 <= 0.1520403
-> class 2\|4 [0.944]
Rule 48/304: (13.9, lift 17.9)
PC1 > -0.2831207
PC37 <= -8.11674
-> class 2\|4 [0.937]
Rule 48/305: (10.6, lift 17.5)
PC8 <= -5.732341
PC15 > 0.8615877
PC43 > -0.218724
PC71 > -0.3712391
-> class 2\|4 [0.918]
Rule 48/306: (28.3/3.2, lift 16.4)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC9 <= 10.24004
PC17 > -0.4170254
PC28 <= 0.07878262
PC29 > 0.2775553
PC57 > -0.0158885
-> class 2\|4 [0.861]
Rule 48/307: (32/4, lift 16.3)
PC1 <= -0.2831207
PC8 <= -2.366995
PC37 <= -0.5306957
PC43 <= -0.218724
PC56 <= -0.110847
PC71 > -0.3712391
-> class 2\|4 [0.854]
Rule 48/308: (21.3/3.8, lift 15.1)
PC1 <= -0.2831207
PC2 <= 2.231518
PC8 > -2.366995
PC8 <= 0.07614408
PC28 <= -0.007667756
PC57 > -0.0158885
PC66 > 0.7005113
-> class 2\|4 [0.793]
Rule 48/309: (26.4/6.4, lift 14.1)
PC1 <= -0.2831207
PC8 <= -2.366995
PC51 > 0.637553
PC71 > -0.3712391
-> class 2\|4 [0.737]
Rule 48/310: (13.1/4.1, lift 12.6)
PC1 > -0.2831207
PC1 <= -0.2019541
PC8 <= -1.658778
-> class 2\|4 [0.660]
Rule 48/311: (15.2/6.5, lift 10.8)
PC1 <= -0.2831207
PC8 <= -2.366995
PC55 > 1.434774
PC71 <= -0.3712391
-> class 2\|4 [0.565]
Default class: 2\|3
----- Trial 49: -----
Rules:
Rule 49/1: (163.7, lift 15.3)
PC1 > -0.6850256
PC3 > -3.875832
PC13 <= 7.792017
PC18 > 1.682558
PC25 <= 1.076158
PC30 > -3.190067
PC34 > 2.09453
PC56 <= 1.508958
-> class 0\|0 [0.994]
Rule 49/2: (133.1, lift 15.2)
PC5 > -0.6053849
PC13 > -5.147082
PC13 <= 0.1231804
PC18 > 2.098551
PC26 <= 0.4966734
PC41 > -0.1666692
PC45 <= 1.438486
PC67 <= -0.03342752
PC76 <= -0.1423236
PC81 <= 0.7577374
-> class 0\|0 [0.993]
Rule 49/3: (110.6, lift 15.2)
PC13 <= 7.792017
PC18 > 2.703638
PC22 > 1.190171
PC30 > -3.190067
PC69 <= 3.342809
PC75 <= 0.2964051
PC81 <= 1.26251
PC82 <= 0.2518968
PC87 <= 1.030551
-> class 0\|0 [0.991]
Rule 49/4: (114.2/0.3, lift 15.2)
PC1 > -0.6850256
PC13 <= 0.1231804
PC18 > 1.682558
PC25 <= 1.076158
PC52 <= 2.275688
PC56 <= 1.508958
PC87 <= 1.030551
PC92 <= -0.8079717
-> class 0\|0 [0.989]
Rule 49/5: (154.9/3.7, lift 14.9)
PC1 <= -0.3801132
PC2 > 2.5099
PC3 > -1.631858
PC13 <= 0.8367534
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 1.682558
PC24 > -0.1711694
PC50 <= 0.2330985
PC59 <= 0.9801084
PC70 > -0.7903281
PC76 <= 0.6999621
PC78 > -0.1723857
-> class 0\|0 [0.970]
Rule 49/6: (313.6/8.4, lift 14.9)
PC1 > -0.6850256
PC5 > -0.6053849
PC13 <= 0.1231804
PC18 > 1.682558
PC34 > -2.857085
PC41 > -0.1666692
PC45 <= 1.438486
PC52 <= 2.275688
PC58 > -1.082893
PC67 > -0.03342752
PC95 <= 0.8596638
PC100 <= 0.7746718
-> class 0\|0 [0.970]
Rule 49/7: (29.7, lift 14.9)
PC1 > -0.6850256
PC13 > 0.1231804
PC13 <= 7.792017
PC18 > 1.682558
PC34 <= 2.09453
PC46 <= -0.3186564
-> class 0\|0 [0.968]
Rule 49/8: (60.4/1.3, lift 14.8)
PC2 > 2.5099
PC13 > -5.147082
PC18 > 1.682558
PC25 <= 1.076158
PC42 > 2.354786
PC69 <= 3.342809
-> class 0\|0 [0.962]
Rule 49/9: (117.5/4.7, lift 14.6)
PC1 > -0.6850256
PC14 <= -0.2438443
PC18 > -0.3695138
PC20 <= -2.141634
PC30 <= 0.2418079
PC59 > -0.5361488
PC81 <= 0.7577374
PC82 > -0.3476017
-> class 0\|0 [0.953]
Rule 49/10: (28.3/0.8, lift 14.4)
PC1 <= -0.6850256
PC2 > 2.5099
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC25 <= 1.076158
PC69 <= 3.342809
PC75 > 0.2964051
PC81 <= 1.26251
-> class 0\|0 [0.941]
Rule 49/11: (12.9, lift 14.3)
PC1 <= -0.6850256
PC2 > 2.5099
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC25 <= -1.050508
PC69 <= 3.342809
PC81 <= 1.26251
PC87 <= 1.030551
-> class 0\|0 [0.933]
Rule 49/12: (36/1.6, lift 14.3)
PC2 > 2.5099
PC13 <= 7.792017
PC18 > 1.682558
PC22 <= 1.190171
PC34 > -2.857085
PC55 > 0.5645977
PC83 > -4.296821
PC87 <= 1.030551
-> class 0\|0 [0.930]
Rule 49/13: (23.2/0.8, lift 14.2)
PC13 > -5.147082
PC18 > -0.3695138
PC25 <= 1.076158
PC30 > 4.67222
PC34 > -2.857085
PC69 <= 3.342809
PC75 <= 0.2964051
-> class 0\|0 [0.928]
Rule 49/14: (10.3, lift 14.1)
PC13 <= -5.147082
PC30 > -3.190067
PC45 <= 4.755146
PC86 > 1.808386
-> class 0\|0 [0.919]
Rule 49/15: (33.6/2, lift 14.0)
PC1 <= -0.6850256
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC25 <= 1.076158
PC31 > -0.03541245
PC53 > 1.098413
PC69 <= 3.342809
PC81 <= 1.26251
-> class 0\|0 [0.914]
Rule 49/16: (77.4/8.9, lift 13.4)
PC1 > -0.6850256
PC13 > 0.1231804
PC18 > 1.682558
PC20 > 3.522162
PC81 <= 1.26251
-> class 0\|0 [0.875]
Rule 49/17: (161.6/30.9, lift 12.3)
PC8 > 0.2321601
PC18 > 1.682558
PC30 <= 4.67222
-> class 0\|0 [0.805]
Rule 49/18: (206.9, lift 12.3)
PC1 <= -0.6850256
PC8 <= 0.2321601
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC22 <= 1.190171
PC31 <= -0.03541245
PC34 > -2.857085
PC42 <= 2.354786
PC55 <= 0.5645977
PC75 <= 0.2964051
-> class 0\|1 [0.995]
Rule 49/19: (85.4, lift 12.2)
PC2 > 2.5099
PC3 <= -1.631858
PC8 > 0.1303017
PC18 > -0.3695138
PC18 <= 1.682558
PC40 > -0.8743591
PC93 <= 0.6614435
-> class 0\|1 [0.989]
Rule 49/20: (89, lift 12.2)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC76 > 0.6999621
-> class 0\|1 [0.989]
Rule 49/21: (85.4, lift 12.2)
PC2 > 2.5099
PC3 <= -1.631858
PC8 <= 0.1303017
PC13 > -5.147082
PC13 <= 7.792017
PC18 > -0.2267651
PC18 <= 1.682558
PC25 > -1.285631
PC40 > -0.8743591
PC71 <= 0.9618047
PC76 <= -0.802922
PC96 <= 1.183383
-> class 0\|1 [0.988]
Rule 49/22: (72.9, lift 12.2)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 1.682558
PC50 > 0.2330985
PC68 > -0.05270654
-> class 0\|1 [0.987]
Rule 49/23: (54.2, lift 12.1)
PC18 > 1.682558
PC34 > -2.857085
PC34 <= 2.09453
PC45 > 1.438486
PC87 <= 1.030551
PC92 > -0.8079717
PC95 <= 0.8596638
-> class 0\|1 [0.982]
Rule 49/24: (52.8, lift 12.1)
PC2 > 2.5099
PC13 > -5.147082
PC18 > 1.682558
PC69 > 3.342809
PC81 <= 1.26251
PC83 > -4.296821
-> class 0\|1 [0.982]
Rule 49/25: (43.3, lift 12.1)
PC5 > -0.6053849
PC13 <= 0.1231804
PC18 > 1.682558
PC26 > 0.4966734
PC41 > -0.1666692
PC67 <= -0.03342752
PC95 <= 0.8596638
-> class 0\|1 [0.978]
Rule 49/26: (41.8, lift 12.1)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 1.682558
PC24 <= -0.1711694
PC71 <= 0.9618047
-> class 0\|1 [0.977]
Rule 49/27: (246.9/5, lift 12.1)
PC1 <= -0.6850256
PC8 <= 0.2321601
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC22 <= 1.190171
PC25 > -1.050508
PC30 <= 4.67222
PC34 > -2.857085
PC53 <= 1.098413
PC55 <= 0.5645977
PC75 <= 0.2964051
PC87 <= 1.030551
-> class 0\|1 [0.976]
Rule 49/28: (37.7, lift 12.1)
PC5 <= -0.6053849
PC13 <= 0.1231804
PC18 > 1.682558
PC20 > -2.141634
PC30 <= 0.2418079
PC52 <= 2.275688
-> class 0\|1 [0.975]
Rule 49/29: (68.5/0.8, lift 12.1)
PC2 > 2.5099
PC5 > -0.6053849
PC13 <= 7.792017
PC18 > 1.682558
PC18 <= 2.098551
PC34 <= 2.09453
PC42 <= 2.354786
PC45 <= 1.438486
PC67 <= -0.03342752
PC100 <= 0.7746718
-> class 0\|1 [0.974]
Rule 49/30: (184.8/4, lift 12.0)
PC13 > 0.1231804
PC13 <= 7.792017
PC18 > 1.682558
PC20 <= 3.522162
PC34 > -2.857085
PC42 <= 2.354786
PC46 > -0.3186564
PC81 <= 1.26251
-> class 0\|1 [0.973]
Rule 49/31: (28.3, lift 12.0)
PC1 > -0.6850256
PC3 <= 1.640775
PC13 <= 0.1231804
PC18 > -0.3695138
PC30 > -3.190067
PC41 > -0.1666692
PC81 <= 1.26251
PC92 > -0.8079717
PC95 > 0.8596638
-> class 0\|1 [0.967]
Rule 49/32: (186.7/6.5, lift 11.9)
PC2 > 2.5099
PC3 <= -1.631858
PC8 > -0.1976984
PC13 <= 7.792017
PC18 > -0.2267651
PC18 <= 1.682558
PC34 > 0.4094731
PC39 > -1.546942
PC47 <= 0.7523432
PC76 > -0.802922
PC96 <= 1.183383
-> class 0\|1 [0.960]
Rule 49/33: (89.3/2.7, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7634127
PC15 > -0.5547554
PC18 <= -0.3695138
PC20 > -3.440173
PC54 <= 0.7634585
PC68 > 0.2213299
-> class 0\|1 [0.959]
Rule 49/34: (19.9, lift 11.8)
PC1 > -0.6850256
PC18 > 1.682558
PC56 > 1.508958
PC83 > -4.296821
-> class 0\|1 [0.954]
Rule 49/35: (28.8/0.5, lift 11.8)
PC1 > -0.6850256
PC13 > -5.147082
PC13 <= 0.1231804
PC18 > 1.682558
PC34 <= 2.09453
PC52 > 2.275688
-> class 0\|1 [0.952]
Rule 49/36: (146.7/6.3, lift 11.8)
PC2 > 2.5099
PC3 <= -1.631858
PC13 > -5.147082
PC13 <= 7.792017
PC18 > -0.3695138
PC18 <= 1.682558
PC25 > -1.285631
PC31 <= 0.2637071
PC40 > -0.8743591
PC69 <= 5.590355
PC71 <= 0.9618047
PC93 > 0.6614435
-> class 0\|1 [0.951]
Rule 49/37: (18.2, lift 11.8)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 1.682558
PC70 <= -0.7903281
-> class 0\|1 [0.950]
Rule 49/38: (45.5/1.4, lift 11.8)
PC2 > 2.5099
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC25 > 1.076158
-> class 0\|1 [0.950]
Rule 49/39: (50.4/1.7, lift 11.7)
PC1 > -0.6850256
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -5.147082
PC13 <= 0.1231804
PC18 > -0.3695138
PC58 <= -1.082893
PC81 <= 1.26251
PC92 > -0.8079717
-> class 0\|1 [0.948]
Rule 49/40: (66.7/2.9, lift 11.7)
PC2 > 2.5099
PC3 <= -1.631858
PC8 > 0.1643589
PC18 > -0.3695138
PC18 <= 1.682558
-> class 0\|1 [0.943]
Rule 49/41: (15.3, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6053849
PC14 <= -0.2438443
PC18 > -0.3695138
PC30 > 0.2418079
PC92 > -0.8079717
-> class 0\|1 [0.942]
Rule 49/42: (28.5/0.9, lift 11.6)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 1.682558
PC59 > 0.9801084
PC71 <= 0.9618047
-> class 0\|1 [0.937]
Rule 49/43: (43.1/2.1, lift 11.5)
PC2 > 2.5099
PC13 > -5.147082
PC18 > 1.682558
PC81 <= 1.26251
PC87 > 1.030551
-> class 0\|1 [0.931]
Rule 49/44: (12.3, lift 11.5)
PC1 > -0.3801132
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= 1.682558
-> class 0\|1 [0.930]
Rule 49/45: (21.6/0.7, lift 11.5)
PC5 <= -0.6053849
PC13 <= 0.1231804
PC14 > -0.2438443
PC18 > 1.682558
PC34 <= 2.09453
PC81 <= 0.7577374
PC92 > -0.8079717
-> class 0\|1 [0.929]
Rule 49/46: (56.2/3.2, lift 11.5)
PC2 > 2.5099
PC6 <= -0.4925124
PC18 > -0.3695138
PC19 > -0.3320972
PC35 <= -0.6627646
PC56 <= 3.735728
PC83 > -4.296821
-> class 0\|1 [0.928]
Rule 49/47: (11.9, lift 11.5)
PC13 > 7.792017
PC18 > -0.3695138
PC46 <= 0.1315872
PC56 > 3.735728
-> class 0\|1 [0.928]
Rule 49/48: (38.4/2, lift 11.4)
PC2 > 2.5099
PC3 > -1.631858
PC3 <= 1.640775
PC15 > -0.4525496
PC18 > -0.3695138
PC18 <= 1.682558
PC78 <= -0.1723857
-> class 0\|1 [0.925]
Rule 49/49: (11.1, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.6053849
PC59 <= -0.5361488
PC82 > -0.3476017
-> class 0\|1 [0.924]
Rule 49/50: (10.6, lift 11.4)
PC5 <= -0.6053849
PC18 > 1.682558
PC82 <= -0.3476017
PC92 > -0.8079717
-> class 0\|1 [0.921]
Rule 49/51: (90.4/7.2, lift 11.3)
PC2 > 2.5099
PC13 > -5.147082
PC13 <= 0.1231804
PC18 > 1.682558
PC34 <= 2.09453
PC67 <= -0.03342752
PC76 > -0.1423236
PC81 <= 0.7577374
PC92 > -0.8079717
PC100 <= 0.7746718
-> class 0\|1 [0.911]
Rule 49/52: (170.7/14.8, lift 11.2)
PC1 <= -0.6850256
PC13 > -5.147082
PC13 <= 7.792017
PC18 > 1.682558
PC42 <= 2.354786
PC75 <= 0.2964051
PC82 > 0.2518968
PC87 <= 1.030551
-> class 0\|1 [0.909]
Rule 49/53: (81.9/6.7, lift 11.2)
PC1 > -0.6850256
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > -0.3695138
PC34 <= 2.09453
PC41 <= -0.1666692
-> class 0\|1 [0.908]
Rule 49/54: (52.4/4.1, lift 11.2)
PC3 <= 1.640775
PC7 > -0.7634127
PC18 <= -0.3695138
PC26 > -0.4589736
PC53 <= 0.823131
PC67 > -0.4478913
PC78 > 2.492486
-> class 0\|1 [0.907]
Rule 49/55: (11.5/0.3, lift 11.1)
PC13 > 7.792017
PC19 <= -0.3320972
PC46 <= 0.1315872
-> class 0\|1 [0.900]
Rule 49/56: (7, lift 11.0)
PC1 > -0.6850256
PC18 > 1.682558
PC34 <= 2.09453
PC81 > 0.7577374
PC92 > -0.8079717
-> class 0\|1 [0.889]
Rule 49/57: (7.1/0.2, lift 10.8)
PC13 > 7.792017
PC18 > -0.3695138
PC19 > -0.3320972
PC30 > -3.190067
PC44 > 1.673152
PC83 > -4.296821
-> class 0\|1 [0.869]
Rule 49/58: (57.5/12.2, lift 9.6)
PC2 > 2.5099
PC2 <= 5.041008
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.3695138
PC20 > -2.71062
PC40 > -0.7468847
PC55 > 0.09161823
PC86 <= 1.625675
-> class 0\|1 [0.778]
Rule 49/59: (28.2/6, lift 9.5)
PC13 <= 7.792017
PC18 > -0.3695138
PC30 > -3.190067
PC45 > 4.755146
PC83 > -4.296821
-> class 0\|1 [0.768]
Rule 49/60: (81.9/26.3, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -0.3695138
PC44 > 0.9994242
PC78 <= 2.492486
-> class 0\|1 [0.674]
Rule 49/61: (38.4/18.4, lift 6.4)
PC6 > -0.4925124
PC13 > 7.792017
PC18 > -0.3695138
PC46 <= 0.1315872
PC83 > -4.296821
-> class 0\|1 [0.519]
Rule 49/62: (70.9, lift 11.0)
PC4 <= -7.750679
PC7 > -0.7634127
PC18 <= -0.3695138
PC60 <= -0.06275523
-> class 0\|2 [0.986]
Rule 49/63: (42.6, lift 10.9)
PC7 > -0.7634127
PC10 <= -4.461755
PC18 <= -0.3695138
PC78 <= 2.492486
PC98 > 0.6952597
-> class 0\|2 [0.978]
Rule 49/64: (38.3, lift 10.9)
PC4 > 9.260436
PC7 > -0.7634127
PC18 <= -1.830459
-> class 0\|2 [0.975]
Rule 49/65: (18.3, lift 10.6)
PC18 <= -1.830459
PC28 <= 0.2508993
PC29 <= -0.4120351
PC38 <= 1.426744
PC57 > 1.499413
PC94 <= 0.4532265
-> class 0\|2 [0.951]
Rule 49/66: (15.4, lift 10.5)
PC4 <= -3.956807
PC13 > 7.792017
PC16 > -0.5948036
-> class 0\|2 [0.943]
Rule 49/67: (17.4/0.1, lift 10.5)
PC3 <= 1.640775
PC7 > -0.7634127
PC18 <= -0.3695138
PC19 <= 0.2118016
PC78 <= 2.492486
PC89 > -0.8291942
PC99 > 3.047008
-> class 0\|2 [0.941]
Rule 49/68: (14.8/0.2, lift 10.4)
PC4 <= -6.347142
PC18 <= -2.305537
PC67 > 0.001768087
PC90 <= -0.6156346
PC94 > -0.1746358
-> class 0\|2 [0.931]
Rule 49/69: (73.2/14, lift 9.0)
PC7 > -0.7634127
PC17 <= -1.446103
PC18 <= -1.830459
PC28 <= 0.2508993
PC29 <= -0.4120351
PC39 > -0.7870743
PC78 <= 2.492486
PC89 > -0.8291942
PC94 > 0.4532265
-> class 0\|2 [0.800]
Rule 49/70: (18/3.3, lift 8.8)
PC3 > -0.8147572
PC18 <= -1.830459
PC28 <= 0.2508993
PC29 <= -0.4120351
PC89 > -0.8291942
-> class 0\|2 [0.786]
Rule 49/71: (7454.7/5672, lift 2.7)
PC2 > 2.5099
-> class 0\|2 [0.239]
Rule 49/72: (149.1, lift 11.2)
PC3 <= 1.640775
PC4 > -6.347142
PC4 <= 9.260436
PC10 > -4.461755
PC18 <= -1.830459
PC19 <= 0.2118016
PC21 > -0.8776686
PC30 <= -2.684667
PC99 <= 3.047008
-> class 0\|3 [0.993]
Rule 49/73: (110, lift 11.2)
PC7 > -0.7634127
PC10 > -4.461755
PC17 <= -1.446103
PC18 <= -1.830459
PC28 <= 0.2508993
PC39 <= -0.7870743
PC49 <= 0.8743109
PC78 <= 2.492486
-> class 0\|3 [0.991]
Rule 49/74: (82.1, lift 11.1)
PC4 > -3.956807
PC7 <= 0.2251046
PC13 > 7.792017
PC16 > -0.5948036
PC46 > 0.1315872
-> class 0\|3 [0.988]
Rule 49/75: (70.6, lift 11.1)
PC3 <= 1.640775
PC4 > -6.347142
PC7 > -0.7634127
PC17 <= -1.446103
PC18 <= -1.830459
PC19 <= 0.2118016
PC21 > -0.8776686
PC28 <= 0.2508993
PC29 > -0.4120351
PC49 <= 0.8743109
PC78 <= 2.492486
-> class 0\|3 [0.986]
Rule 49/76: (52, lift 11.0)
PC4 > -8.261679
PC4 <= -6.347142
PC18 <= -2.305537
PC60 > -0.06275523
PC63 <= 0.4026721
PC90 > -0.6156346
PC94 > -0.1746358
-> class 0\|3 [0.981]
Rule 49/77: (281.4/4.8, lift 11.0)
PC3 <= -0.8147572
PC4 > -6.347142
PC7 > -0.7634127
PC10 > -4.461755
PC17 <= -1.446103
PC18 <= -1.830459
PC19 <= 0.2118016
PC25 <= 0.5081592
PC38 <= 1.426744
PC39 > -0.7870743
PC41 > -0.1994984
PC57 <= 1.499413
PC78 <= 0.6725616
PC94 <= 0.4532265
PC97 <= 2.006778
PC99 <= 3.047008
-> class 0\|3 [0.980]
Rule 49/78: (58.5/0.2, lift 11.0)
PC2 > 2.5099
PC18 > -0.3695138
PC24 <= 3.083391
PC83 <= -4.296821
-> class 0\|3 [0.980]
Rule 49/79: (393.3/8, lift 11.0)
PC3 <= 1.640775
PC4 > -6.347142
PC4 <= 9.260436
PC10 > -4.461755
PC17 <= -1.446103
PC18 <= -1.830459
PC19 <= 0.2118016
PC28 > 0.2508993
PC49 <= 0.8743109
PC78 <= 2.492486
PC99 <= 3.047008
-> class 0\|3 [0.977]
Rule 49/80: (41.3/0.1, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.347142
PC7 > -0.7634127
PC18 <= -1.830459
PC49 > 0.8743109
PC87 > 0.1014272
-> class 0\|3 [0.974]
Rule 49/81: (33.9, lift 10.9)
PC7 > -0.7634127
PC18 <= -0.3695138
PC67 <= -0.4478913
PC78 > 2.492486
-> class 0\|3 [0.972]
Rule 49/82: (25.3, lift 10.8)
PC2 > 2.5099
PC7 > -0.7634127
PC18 > -1.532156
PC18 <= -0.3695138
PC38 > 1.104251
PC44 <= 0.9994242
PC80 <= 0.2297701
-> class 0\|3 [0.963]
Rule 49/83: (55.7/1.3, lift 10.8)
PC4 > -8.261679
PC4 <= -6.347142
PC18 <= -2.305537
PC67 <= 0.001768087
-> class 0\|3 [0.961]
Rule 49/84: (179.8/6.3, lift 10.8)
PC2 > 2.5099
PC4 > -6.347142
PC7 > -0.7634127
PC18 <= -0.3695138
PC21 > -0.8776686
PC22 <= -0.4595917
PC89 > -0.8291942
PC91 <= -0.5372699
PC96 <= -0.1724709
PC98 <= 0.6952597
-> class 0\|3 [0.960]
Rule 49/85: (23.1, lift 10.8)
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -0.3695138
PC23 > -1.952003
PC40 > -0.7468847
PC72 > 0.7790607
PC80 <= 0.2297701
-> class 0\|3 [0.960]
Rule 49/86: (22.7, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7634127
PC18 <= -0.3695138
PC22 > 2.403663
-> class 0\|3 [0.959]
Rule 49/87: (16, lift 10.6)
PC7 <= -0.7634127
PC18 <= -0.3695138
PC20 <= -3.440173
PC33 <= -1.386284
-> class 0\|3 [0.945]
Rule 49/88: (129.2/6.3, lift 10.6)
PC3 <= 1.640775
PC18 <= -1.830459
PC21 > -0.8776686
PC73 > -4.701181
PC78 <= 2.492486
PC89 <= -0.8291942
-> class 0\|3 [0.944]
Rule 49/89: (16.4, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.792017
PC18 > -0.3695138
PC18 <= 1.682558
PC30 > -3.190067
PC71 > 0.9618047
-> class 0\|3 [0.941]
Rule 49/90: (27.9/0.8, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -0.3695138
PC53 <= -2.695378
-> class 0\|3 [0.940]
Rule 49/91: (13.3, lift 10.5)
PC2 > 2.5099
PC3 <= -1.631858
PC13 <= 7.792017
PC18 > -0.3695138
PC18 <= 1.682558
PC30 > -3.190067
PC40 <= -0.8743591
PC74 > 0.7665993
-> class 0\|3 [0.934]
Rule 49/92: (14.6/0.1, lift 10.5)
PC2 > 2.5099
PC3 <= -1.631858
PC18 > -0.3695138
PC18 <= 1.682558
PC30 > -3.190067
PC31 > 0.2637071
PC40 > -0.8743591
-> class 0\|3 [0.934]
Rule 49/93: (72.6/4.6, lift 10.4)
PC2 > 2.5099
PC3 <= -1.631858
PC13 > -5.147082
PC18 <= 1.682558
PC30 > -3.190067
PC39 <= -1.546942
PC40 > -0.8743591
PC83 > -4.296821
-> class 0\|3 [0.925]
Rule 49/94: (11.2, lift 10.4)
PC2 > 2.5099
PC2 <= 2.945963
PC3 <= 1.640775
PC18 > -1.532156
PC18 <= -0.3695138
PC41 <= 0.2175477
-> class 0\|3 [0.924]
Rule 49/95: (9, lift 10.2)
PC2 > 2.5099
PC7 > -0.7634127
PC18 > -1.830459
PC18 <= -1.136285
PC23 > -1.952003
PC41 > 0.2175477
PC80 <= 0.2297701
-> class 0\|3 [0.909]
Rule 49/96: (27.9/2, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC93 > 6.82131
-> class 0\|3 [0.900]
Rule 49/97: (54.9/5.8, lift 9.9)
PC4 <= 9.260436
PC10 > -4.461755
PC16 <= 1.266297
PC17 > -1.446103
PC18 <= -1.830459
PC19 <= 0.2118016
PC41 > -0.1994984
PC49 <= 0.8743109
PC79 > 0.1044958
-> class 0\|3 [0.880]
Rule 49/98: (207.6/26.9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7634127
PC10 > -1.294428
PC18 > -1.830459
PC18 <= -0.3695138
PC40 <= -0.7468847
PC55 > -0.4488775
PC64 > -1.384746
PC75 > 0.0166635
PC78 <= 0.9711549
-> class 0\|3 [0.867]
Rule 49/99: (546.4/104.4, lift 9.1)
PC3 <= 1.640775
PC4 > -7.750679
PC7 > -0.7634127
PC18 <= -2.305537
PC21 > -0.8776686
PC63 <= 0.4026721
PC73 > -4.701181
PC94 > -0.1746358
-> class 0\|3 [0.808]
Rule 49/100: (18.4/3.9, lift 8.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -0.3695138
PC23 <= -1.952003
PC40 > -0.7468847
PC78 <= 2.492486
-> class 0\|3 [0.757]
Rule 49/101: (27.6/6.7, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -1.136285
PC80 > 0.1732274
PC80 <= 0.2297701
-> class 0\|3 [0.741]
Rule 49/102: (21.3/5.9, lift 7.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1139654
PC18 > -1.532156
PC18 <= -1.136285
PC40 > -0.7468847
-> class 0\|3 [0.702]
Rule 49/103: (116.8, lift 24.8)
PC1 > 13.26314
PC3 <= -0.01609154
PC11 <= -0.8052899
PC23 > -0.6376921
PC68 <= 1.01486
-> class 1\|0 [0.992]
Rule 49/104: (84.9, lift 24.7)
PC3 > 1.640775
PC16 <= -4.004418
PC23 > 0.111649
PC68 <= -0.4356467
-> class 1\|0 [0.988]
Rule 49/105: (41.2, lift 24.4)
PC1 > -0.1814509
PC1 <= 0.3860425
PC2 <= 2.5099
PC3 > -0.01609154
PC3 <= 0.6345929
PC8 > -3.845217
PC48 > -0.2733738
-> class 1\|0 [0.977]
Rule 49/106: (39.5, lift 24.4)
PC1 > -0.1814509
PC5 <= 12.1829
PC9 <= 1.340333
PC11 <= 2.611002
PC16 <= -1.941889
PC26 <= -1.009372
PC61 > -1.390081
-> class 1\|0 [0.976]
Rule 49/107: (31.2, lift 24.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC9 <= 1.340333
PC10 <= -0.1605984
PC11 <= 2.611002
PC16 <= -1.941889
-> class 1\|0 [0.970]
Rule 49/108: (30.9, lift 24.2)
PC1 > -0.4334595
PC1 <= 0.3860425
PC8 > -3.845217
PC15 <= -2.325031
PC16 <= 0.3594292
PC48 > -0.2733738
-> class 1\|0 [0.970]
Rule 49/109: (246.4/9.1, lift 24.0)
PC5 <= 12.1829
PC9 > 1.340333
PC10 <= 0.9532421
PC11 <= 1.066485
PC16 <= -1.941889
PC27 > -1.04473
PC41 <= 1.735774
PC61 > -1.390081
PC91 > -0.5109994
PC98 <= -0.002956027
-> class 1\|0 [0.959]
Rule 49/110: (93.8/3.3, lift 23.8)
PC2 > 2.5099
PC3 > 1.640775
PC21 > 0.07480554
PC30 <= 0.3376023
PC67 <= -0.5046137
-> class 1\|0 [0.955]
Rule 49/111: (11.1, lift 23.1)
PC1 > 0.3860425
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > -1.941889
PC57 <= -1.721336
-> class 1\|0 [0.923]
Rule 49/112: (5.4, lift 21.6)
PC1 > -0.1814509
PC2 <= 2.5099
PC8 > -3.845217
PC9 <= 1.340333
PC10 <= 0.9532421
PC16 <= -1.941889
PC83 <= -0.3135706
-> class 1\|0 [0.865]
Rule 49/113: (29.7/3.7, lift 21.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC23 > 0.111649
PC36 > 0.5348178
PC42 > -1.226207
PC64 <= 1.017518
PC100 > -0.6438187
-> class 1\|0 [0.851]
Rule 49/114: (9.7/1.6, lift 19.4)
PC2 > 2.5099
PC3 > 1.640775
PC23 > 0.111649
PC42 <= -1.226207
PC64 <= 1.017518
-> class 1\|0 [0.778]
Rule 49/115: (38.3/8.1, lift 19.3)
PC3 > 1.640775
PC16 <= -0.9381145
PC64 > 1.017518
PC67 > -0.5046137
-> class 1\|0 [0.774]
Rule 49/116: (339.4/101.5, lift 17.5)
PC1 > -0.1814509
PC14 <= -1.848832
-> class 1\|0 [0.700]
Rule 49/117: (49.3/15.3, lift 17.1)
PC3 > 1.640775
PC16 <= -0.9381145
PC23 > 0.111649
PC64 <= 1.017518
PC67 > -0.5046137
PC68 > -0.4356467
PC100 <= -0.6438187
-> class 1\|0 [0.683]
Rule 49/118: (106.2, lift 17.4)
PC5 > 12.1829
PC16 <= -1.941889
PC61 > -1.390081
PC95 > -0.0869053
-> class 1\|1 [0.991]
Rule 49/119: (124.1/0.6, lift 17.4)
PC1 > -0.1814509
PC1 <= 0.3860425
PC3 > 0.6345929
PC15 > -2.325031
PC16 > -1.941889
PC16 <= 0.3594292
-> class 1\|1 [0.988]
Rule 49/120: (108.5/0.4, lift 17.4)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC23 <= 0.111649
PC67 > -0.5046137
-> class 1\|1 [0.988]
Rule 49/121: (117.2/0.6, lift 17.4)
PC1 > -0.4334595
PC2 <= 2.5099
PC10 > 0.9532421
PC11 <= 2.611002
PC16 <= -1.941889
PC34 > -0.8051466
PC61 > -1.390081
-> class 1\|1 [0.987]
Rule 49/122: (126.2/1.1, lift 17.3)
PC2 <= 2.5099
PC5 <= 12.1829
PC9 <= 1.340333
PC10 > -0.1605984
PC11 <= 2.611002
PC16 <= -1.941889
PC26 > -1.009372
PC83 > -0.3135706
-> class 1\|1 [0.984]
Rule 49/123: (60.2, lift 17.3)
PC1 > 13.26314
PC6 <= -1.23731
PC8 > -3.845217
PC40 <= 1.644801
PC68 > 1.01486
-> class 1\|1 [0.984]
Rule 49/124: (50.7/0.2, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -4.004418
PC16 <= -0.9381145
PC67 > -0.5046137
PC68 <= -0.4356467
-> class 1\|1 [0.977]
Rule 49/125: (40.2, lift 17.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -0.01609154
PC7 > 1.802024
PC16 > -1.941889
PC16 <= 0.3594292
PC26 <= 0.7705123
-> class 1\|1 [0.976]
Rule 49/126: (112.2/2.2, lift 17.1)
PC1 > -0.1814509
PC2 <= 2.5099
PC10 <= 0.9532421
PC11 <= 2.611002
PC16 <= -1.941889
PC17 <= 0.354153
PC61 > -1.390081
PC98 > -0.002956027
-> class 1\|1 [0.972]
Rule 49/127: (78.1/1.3, lift 17.1)
PC1 > 13.26314
PC6 <= -1.23731
PC8 > -3.845217
PC11 > -0.8052899
PC40 <= 1.644801
-> class 1\|1 [0.972]
Rule 49/128: (28.3, lift 17.0)
PC1 > -0.4334595
PC9 > 1.340333
PC16 <= -1.941889
PC91 <= -0.5109994
-> class 1\|1 [0.967]
Rule 49/129: (14.2, lift 16.5)
PC2 <= 2.5099
PC5 > 2.962746
PC29 > 0.764478
-> class 1\|1 [0.938]
Rule 49/130: (29.8/1, lift 16.5)
PC1 > -0.1814509
PC3 <= -0.01609154
PC6 <= -1.23731
PC16 > -1.941889
PC23 <= -0.6376921
-> class 1\|1 [0.937]
Rule 49/131: (12.4, lift 16.4)
PC1 > -0.4334595
PC16 <= -1.941889
PC41 > 1.735774
-> class 1\|1 [0.930]
Rule 49/132: (227.9/18.2, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.9381145
PC36 <= 0.5348178
PC42 > -1.226207
PC64 <= 1.017518
PC67 > -0.5046137
PC68 > -0.4356467
PC100 > -0.6438187
-> class 1\|1 [0.916]
Rule 49/133: (9.6, lift 16.1)
PC1 > -0.4334595
PC1 <= 13.26314
PC3 <= -0.01609154
PC7 > 2.56751
PC16 > -1.941889
PC19 > -1.677214
PC44 <= 0.800207
-> class 1\|1 [0.914]
Rule 49/134: (151.4/13.7, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC22 > -2.091307
PC63 > -1.308011
PC65 <= 0.3658748
PC72 > -1.26589
-> class 1\|1 [0.904]
Rule 49/135: (6.8, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC30 > 0.3376023
PC67 <= -0.5046137
-> class 1\|1 [0.887]
Rule 49/136: (6.6, lift 15.6)
PC16 <= -1.941889
PC98 > -0.002956027
PC98 <= -0.0009727581
-> class 1\|1 [0.883]
Rule 49/137: (11.4/0.7, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC21 <= 0.07480554
PC67 <= -0.5046137
-> class 1\|1 [0.871]
Rule 49/138: (61/7.6, lift 15.2)
PC1 > -0.4334595
PC11 > 1.066485
PC11 <= 2.611002
PC16 <= -1.941889
PC91 > -0.5109994
-> class 1\|1 [0.863]
Rule 49/139: (5.1, lift 15.1)
PC2 <= 2.5099
PC11 <= 2.611002
PC16 <= -1.941889
PC27 <= -1.04473
PC61 > -1.390081
-> class 1\|1 [0.859]
Rule 49/140: (51.1/7.2, lift 14.9)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -3.845217
PC16 <= 0.3594292
PC82 <= -0.5669917
-> class 1\|1 [0.846]
Rule 49/141: (4.1, lift 14.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC38 <= 0.2086927
PC58 <= -0.819247
-> class 1\|1 [0.837]
Rule 49/142: (19.1/4.2, lift 13.3)
PC1 > 13.26314
PC3 <= -0.01609154
PC6 > -1.23731
PC12 > 0.8916963
PC16 > -1.941889
-> class 1\|1 [0.755]
Rule 49/143: (62.8/34.7, lift 7.9)
PC1 > 0.3860425
PC8 > -3.845217
PC16 > -1.941889
PC16 <= 0.3594292
PC34 <= -0.999545
PC57 > -1.721336
-> class 1\|1 [0.449]
Rule 49/144: (127.8, lift 14.8)
PC2 <= 2.5099
PC3 > -0.01609154
PC13 <= -0.07932691
PC16 > -1.941889
PC16 <= 0.3594292
PC26 > 0.7705123
PC34 > -0.999545
PC57 > -1.721336
PC82 > -0.5669917
-> class 1\|2 [0.992]
Rule 49/145: (91.8, lift 14.7)
PC1 > 13.26314
PC3 <= -0.01609154
PC6 > -1.23731
PC12 <= 0.8916963
-> class 1\|2 [0.989]
Rule 49/146: (80.1, lift 14.7)
PC3 > -0.01609154
PC8 <= 2.247697
PC25 <= 0.3525581
PC26 > 2.108957
PC100 > -0.004760643
-> class 1\|2 [0.988]
Rule 49/147: (107.5/1.4, lift 14.6)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -0.01609154
PC14 > -1.848832
PC16 > 0.3594292
PC89 <= -0.1798044
PC100 > -0.004760643
-> class 1\|2 [0.978]
Rule 49/148: (279.3/5.1, lift 14.6)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -0.01609154
PC14 > -1.848832
PC16 > 0.3594292
PC19 > -4.263808
PC20 <= 0.1062191
PC43 > 0.3588163
PC56 > -0.6479812
PC76 > -0.5924177
PC100 > -0.6843724
-> class 1\|2 [0.978]
Rule 49/149: (54.9/0.3, lift 14.5)
PC2 <= 2.5099
PC3 > -0.01609154
PC14 > -1.848832
PC16 > 0.3594292
PC25 > 0.3525581
PC43 <= 0.3588163
-> class 1\|2 [0.977]
Rule 49/150: (128/2, lift 14.6)
PC1 > -0.4334595
PC3 > -0.01609154
PC8 > 2.247697
PC14 > -1.848832
PC16 > 0.3594292
-> class 1\|2 [0.977]
Rule 49/151: (32.3, lift 14.5)
PC1 > 0.3860425
PC3 > -0.01609154
PC16 > -1.941889
PC16 <= 0.3594292
PC37 > 1.908487
-> class 1\|2 [0.971]
Rule 49/152: (204.2/5.6, lift 14.4)
PC2 <= 2.5099
PC3 > -0.01609154
PC5 > 2.962746
PC14 > -1.848832
PC16 > 0.3594292
PC29 <= 0.764478
PC85 > -1.245997
-> class 1\|2 [0.968]
Rule 49/153: (92.4/2.5, lift 14.3)
PC1 > 0.3860425
PC2 <= 2.5099
PC3 > -0.01609154
PC7 <= 1.802024
PC12 > -1.782741
PC13 <= -0.07932691
PC16 > -1.941889
PC16 <= 0.3594292
PC34 > -0.999545
PC57 > -1.721336
PC82 > -0.5669917
-> class 1\|2 [0.963]
Rule 49/154: (42.3/0.7, lift 14.3)
PC3 > -0.01609154
PC32 <= -4.733686
-> class 1\|2 [0.961]
Rule 49/155: (24.7, lift 14.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC14 > -1.848832
PC16 > -1.941889
PC29 > 0.385787
PC100 > -0.004760643
-> class 1\|2 [0.960]
Rule 49/156: (28/0.4, lift 14.2)
PC1 > -0.4334595
PC3 > -0.01609154
PC5 <= 2.962746
PC16 > 0.3594292
PC43 <= 0.3588163
PC100 <= -1.181732
-> class 1\|2 [0.954]
Rule 49/157: (88.6/3.2, lift 14.2)
PC2 > 3.713387
PC3 > 1.640775
PC16 > 0.9959877
-> class 1\|2 [0.954]
Rule 49/158: (114.8/4.4, lift 14.2)
PC1 > -0.4334595
PC3 > -0.01609154
PC5 <= 2.962746
PC16 > 0.3594292
PC25 <= 0.3525581
PC42 <= -0.558055
-> class 1\|2 [0.953]
Rule 49/159: (229.9/11.4, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.846783
PC16 > 0.9959877
PC33 <= 1.439952
PC38 <= 0.2086927
PC58 > -0.819247
-> class 1\|2 [0.947]
Rule 49/160: (14.4, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC63 > -1.308011
PC72 <= -1.26589
-> class 1\|2 [0.939]
Rule 49/161: (14, lift 14.0)
PC1 > 0.3860425
PC2 <= 2.5099
PC3 > -0.01609154
PC8 > -3.845217
PC13 > -0.07932691
PC16 > -1.941889
PC16 <= 0.3594292
PC82 > -0.5669917
PC89 <= -0.1512378
-> class 1\|2 [0.937]
Rule 49/162: (13, lift 13.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC63 <= -1.308011
-> class 1\|2 [0.933]
Rule 49/163: (11.8, lift 13.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.9381145
PC22 > -2.091307
PC65 > 0.3658748
-> class 1\|2 [0.927]
Rule 49/164: (13.3/0.2, lift 13.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC16 > -1.941889
PC100 > -0.004760643
PC100 <= 0.003668455
-> class 1\|2 [0.923]
Rule 49/165: (78.4/5.6, lift 13.7)
PC1 > -0.1814509
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > 0.3594292
PC36 <= 0.214975
PC67 <= -0.1478179
PC78 > -0.6123595
PC84 > -0.4462907
PC100 > -0.004760643
-> class 1\|2 [0.917]
Rule 49/166: (9.1, lift 13.6)
PC3 > 1.640775
PC16 > -0.9381145
PC16 <= 0.9959877
PC22 <= -2.091307
-> class 1\|2 [0.910]
Rule 49/167: (9.5, lift 13.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC16 > 8.685221
PC100 > -0.004760643
-> class 1\|2 [0.907]
Rule 49/168: (8.6, lift 13.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -3.845217
PC8 <= 2.247697
PC99 > 1.455613
PC100 > -1.181732
PC100 <= -0.004760643
-> class 1\|2 [0.906]
Rule 49/169: (8.6, lift 13.5)
PC2 <= 2.5099
PC16 <= -1.941889
PC61 <= -1.390081
-> class 1\|2 [0.905]
Rule 49/170: (6.7, lift 13.2)
PC1 > -0.4334595
PC3 > -0.01609154
PC8 <= 2.247697
PC16 > 0.3594292
PC43 <= 0.3588163
PC49 > 1.229545
PC100 <= -0.004760643
-> class 1\|2 [0.884]
Rule 49/171: (6.3, lift 13.1)
PC5 > 12.1829
PC16 <= -1.941889
PC95 <= -0.0869053
-> class 1\|2 [0.880]
Rule 49/172: (32.5/3.2, lift 13.1)
PC1 > 11.24207
PC8 <= -3.845217
-> class 1\|2 [0.879]
Rule 49/173: (28.1/3.1, lift 12.9)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -3.845217
PC16 > -1.941889
PC34 <= -0.999545
PC68 <= -2.108397
-> class 1\|2 [0.863]
Rule 49/174: (47.7/8.9, lift 11.9)
PC1 > -0.4334595
PC8 > -3.845217
PC11 > 2.611002
PC16 <= -1.941889
-> class 1\|2 [0.801]
Rule 49/175: (24.4/4.8, lift 11.6)
PC1 > -0.4334595
PC1 <= 13.26314
PC3 <= -0.01609154
PC16 > -1.941889
PC19 <= -1.677214
PC44 <= 0.800207
-> class 1\|2 [0.781]
Rule 49/176: (170.3/2.1, lift 14.7)
PC2 > 2.5099
PC2 <= 3.713387
PC3 > 1.640775
PC16 > 0.9959877
PC38 > 0.2086927
-> class 1\|3 [0.982]
Rule 49/177: (9.4, lift 13.6)
PC3 > 1.640775
PC16 > 0.9959877
PC33 > 1.439952
-> class 1\|3 [0.912]
Rule 49/178: (4.9/0.4, lift 11.9)
PC2 > 2.5099
PC8 > 1.846783
PC16 > 0.9959877
-> class 1\|3 [0.792]
Rule 49/179: (4917.6/3775.1, lift 3.5)
PC1 > -0.4334595
PC2 <= 2.5099
-> class 1\|3 [0.232]
Rule 49/180: (288.4/0.5, lift 13.5)
PC1 <= -0.4334595
PC8 > 1.708337
PC11 > -0.5750982
PC16 <= 0.5461991
PC21 > 0.03913228
PC27 <= -0.2776462
PC32 > -1.710034
PC35 > -0.0007037701
PC46 <= 1.406275
PC56 <= 0.2032554
PC61 > -0.7268483
PC84 > -0.2054339
-> class 2\|0 [0.995]
Rule 49/181: (279.3/0.9, lift 13.5)
PC8 > 1.708337
PC11 > -0.5750982
PC21 > 1.50095
PC22 > -0.792013
PC32 > -1.710034
PC59 <= 0.3535813
PC60 > -0.5767649
PC96 > -0.3563694
-> class 2\|0 [0.993]
Rule 49/182: (125.6, lift 13.5)
PC8 > 1.708337
PC11 > -0.5750982
PC21 > -0.2469342
PC22 > -0.792013
PC32 > -1.710034
PC61 > -0.7268483
PC94 <= -0.7202388
PC96 > -0.3563694
-> class 2\|0 [0.992]
Rule 49/183: (64.4, lift 13.4)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 > -0.2469342
PC24 > 0.4093125
PC46 <= 1.406275
PC56 <= 0.2032554
PC59 <= 0.3535813
PC60 > -0.5767649
PC72 > -0.3666397
-> class 2\|0 [0.985]
Rule 49/184: (550.5/10.4, lift 13.3)
PC2 <= 2.5099
PC8 > 1.708337
PC11 > -0.5750982
PC21 > 0.03913228
PC22 > -0.792013
PC34 <= 0.4210965
PC46 <= 1.406275
PC56 <= 0.2032554
PC59 <= 0.3535813
PC60 > -0.5767649
PC61 > -0.7268483
PC72 > -0.3666397
-> class 2\|0 [0.979]
Rule 49/185: (38.8, lift 13.2)
PC1 <= -0.4334595
PC2 > -0.4804912
PC8 > 1.708337
-> class 2\|0 [0.975]
Rule 49/186: (158.5/3.6, lift 13.2)
PC8 > 5.900245
PC21 > -0.2469342
-> class 2\|0 [0.972]
Rule 49/187: (69.5/1.2, lift 13.2)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 > -0.2469342
PC22 > -0.792013
PC54 > 1.35245
PC96 > -0.3563694
-> class 2\|0 [0.969]
Rule 49/188: (78/2, lift 13.1)
PC1 > -0.4334595
PC1 <= 13.26314
PC2 <= 2.5099
PC3 <= -0.01609154
PC9 > -2.288806
PC16 > -1.941889
PC44 > 0.800207
PC99 > -2.169783
-> class 2\|0 [0.963]
Rule 49/189: (22.4, lift 13.0)
PC1 <= -0.4334595
PC8 > 1.708337
PC15 <= -2.188156
PC21 > -0.2469342
-> class 2\|0 [0.959]
Rule 49/190: (18.7/0.2, lift 12.8)
PC1 > -0.4334595
PC1 <= -0.1814509
PC2 <= 2.5099
PC6 > -2.754794
PC8 > 0.08273966
PC48 <= 0.1770287
PC56 <= 0.2579809
PC95 <= 0.2667493
-> class 2\|0 [0.944]
Rule 49/191: (358.5/19.5, lift 12.8)
PC8 > 4.672007
PC21 > -0.2469342
PC22 > -0.792013
PC60 > -0.5767649
-> class 2\|0 [0.943]
Rule 49/192: (27.6/1.4, lift 12.5)
PC1 <= -0.4334595
PC8 > 1.708337
PC11 <= -0.5750982
PC20 <= -0.1624147
PC22 > -0.792013
PC60 > -0.5767649
PC96 > -0.3563694
-> class 2\|0 [0.918]
Rule 49/193: (9.6, lift 12.4)
PC1 > -0.4334595
PC1 <= 0.3860425
PC2 <= 2.5099
PC3 > -0.01609154
PC16 > -1.941889
PC16 <= 0.3594292
PC48 <= -0.2733738
-> class 2\|0 [0.914]
Rule 49/194: (78.4/6.1, lift 12.4)
PC1 <= -0.4334595
PC2 > -1.250447
PC2 <= 2.5099
PC8 > 0.2281314
PC32 > 1.362926
-> class 2\|0 [0.912]
Rule 49/195: (9, lift 12.3)
PC1 <= -0.4334595
PC8 > 0.2281314
PC12 > 0.3447308
PC21 > -0.2469342
PC22 <= -0.792013
-> class 2\|0 [0.909]
Rule 49/196: (88.8/7.6, lift 12.3)
PC1 <= -0.4334595
PC8 > 0.2281314
PC39 > -0.9868422
PC62 <= -1.154178
PC85 <= -0.005031254
-> class 2\|0 [0.905]
Rule 49/197: (8.7/0.1, lift 12.1)
PC2 <= 2.5099
PC8 > 1.708337
PC20 <= -0.148854
PC22 <= -0.792013
-> class 2\|0 [0.892]
Rule 49/198: (5.9/0.6, lift 10.9)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 > -0.2469342
PC45 > 0.4987664
PC96 > -0.3563694
-> class 2\|0 [0.803]
Rule 49/199: (123.5, lift 10.2)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= 0.03913228
PC22 > -0.792013
PC24 <= 0.4093125
PC59 <= 0.3535813
-> class 2\|1 [0.992]
Rule 49/200: (215.7/0.9, lift 10.2)
PC1 <= -0.4334595
PC2 <= -0.4804912
PC8 > 1.708337
PC12 <= 0.3447308
PC20 > -0.148854
PC21 > -0.2469342
PC22 <= -0.792013
-> class 2\|1 [0.991]
Rule 49/201: (163.1/0.7, lift 10.1)
PC2 <= -1.250447
PC6 <= 1.373195
PC8 > 0.2281314
PC8 <= 1.708337
PC12 > -2.923698
PC14 > -1.608004
PC21 > -1.55162
PC41 > -0.2190732
PC41 <= 1.427926
PC44 <= 0.8057496
PC55 > -0.8495878
PC60 > -1.509971
PC68 > -1.824262
PC69 <= 0.06156952
PC81 <= 0.03223655
PC93 <= 0.6058885
-> class 2\|1 [0.990]
Rule 49/202: (159/0.5, lift 10.2)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= 1.50095
PC25 <= 0.4695094
PC32 > -1.710034
PC56 > 0.2032554
PC72 > -0.3666397
-> class 2\|1 [0.990]
Rule 49/203: (64.1, lift 10.1)
PC1 <= -0.4334595
PC8 > 1.708337
PC25 <= 0.4695094
PC32 > -1.710034
PC46 > 1.406275
PC60 > -0.5767649
PC94 > -0.7202388
-> class 2\|1 [0.985]
Rule 49/204: (112.6/0.9, lift 10.1)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC12 > -2.923698
PC21 > -1.55162
PC22 > -1.628055
PC45 <= 0.0813176
PC60 > -1.509971
PC69 <= 0.06156952
PC72 > -0.7166225
PC81 <= 0.03223655
PC93 <= 0.7864403
-> class 2\|1 [0.983]
Rule 49/205: (42.8, lift 10.0)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC39 > -0.9868422
PC55 <= -0.8495878
PC62 > -1.154178
-> class 2\|1 [0.978]
Rule 49/206: (42.2, lift 10.0)
PC1 <= -0.4334595
PC8 > 1.708337
PC34 > 0.4210965
PC35 <= -0.0007037701
PC96 > -0.3563694
-> class 2\|1 [0.977]
Rule 49/207: (36.5, lift 10.0)
PC1 <= -0.4334595
PC5 > 1.560003
PC8 > 0.2281314
PC8 <= 1.708337
PC81 > 0.03223655
-> class 2\|1 [0.974]
Rule 49/208: (50.1/0.5, lift 10.0)
PC1 > -0.1814509
PC1 <= 13.26314
PC3 <= -0.01609154
PC8 > -3.845217
PC9 <= -2.288806
PC44 > 0.800207
-> class 2\|1 [0.972]
Rule 49/209: (218.1/5.7, lift 9.9)
PC1 <= -0.4334595
PC8 > 1.708337
PC11 <= -0.5750982
PC20 > -0.1624147
PC21 > -0.2469342
PC32 > -1.710034
-> class 2\|1 [0.970]
Rule 49/210: (45.8/0.5, lift 9.9)
PC1 <= -0.4334595
PC8 > 1.708337
PC11 > -0.5750982
PC16 > 0.5461991
PC21 <= 1.50095
PC25 <= 0.4695094
-> class 2\|1 [0.969]
Rule 49/211: (29, lift 9.9)
PC1 <= -0.4334595
PC8 > 1.708337
PC34 > 0.4210965
PC56 <= 0.2032554
PC59 <= 0.3535813
PC84 <= -0.2054339
-> class 2\|1 [0.968]
Rule 49/212: (28, lift 9.9)
PC1 <= -0.4334595
PC8 > 1.708337
PC59 > 0.3535813
PC60 > -0.5767649
-> class 2\|1 [0.967]
Rule 49/213: (80.5/2.3, lift 9.8)
PC1 <= -0.4334595
PC2 > -1.250447
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC32 <= 1.362926
-> class 2\|1 [0.960]
Rule 49/214: (112.9/3.8, lift 9.8)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= 1.50095
PC61 <= -0.7268483
-> class 2\|1 [0.958]
Rule 49/215: (21.9, lift 9.8)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -3.845217
PC94 > 0.6570436
-> class 2\|1 [0.958]
Rule 49/216: (22.4/0.1, lift 9.8)
PC1 > -0.4334595
PC1 <= -0.1814509
PC2 <= 2.5099
PC8 > 0.08273966
PC56 > 0.2579809
-> class 2\|1 [0.955]
Rule 49/217: (100.6/3.8, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC14 > -1.608004
PC78 <= -0.1352798
PC85 > -0.7970175
-> class 2\|1 [0.954]
Rule 49/218: (198.6/8.3, lift 9.8)
PC5 > -0.02843485
PC7 > 0.1627358
PC8 > 1.708337
PC21 <= -0.2469342
PC22 > -1.762498
PC25 <= 0.4695094
PC40 > -1.511018
-> class 2\|1 [0.953]
Rule 49/219: (18.7, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC22 > 0.8761942
PC44 > 0.1536839
-> class 2\|1 [0.952]
Rule 49/220: (42.3/1.2, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= 0.2281314
PC19 > -3.140827
PC32 > 1.590739
PC37 <= 1.395016
PC56 > 0.1382973
-> class 2\|1 [0.950]
Rule 49/221: (17.3, lift 9.7)
PC1 > -0.4334595
PC1 <= 13.26314
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -3.845217
PC99 <= -2.169783
-> class 2\|1 [0.948]
Rule 49/222: (23.9/0.5, lift 9.7)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC28 > -0.1260165
PC32 <= 1.590739
PC54 <= 1.722556
PC65 <= 1.099229
PC83 > 0.9509131
-> class 2\|1 [0.942]
Rule 49/223: (15.2, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC45 > 0.3833095
PC58 > -0.5321436
-> class 2\|1 [0.942]
Rule 49/224: (40.8/1.6, lift 9.6)
PC8 > 0.2281314
PC8 <= 1.708337
PC62 <= -1.154178
PC74 <= 0.3356011
PC85 > -0.005031254
-> class 2\|1 [0.940]
Rule 49/225: (17.7/0.3, lift 9.6)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= 1.50095
PC59 <= 0.3535813
PC61 > -0.7268483
PC72 <= -0.3666397
-> class 2\|1 [0.934]
Rule 49/226: (14.9/0.4, lift 9.4)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= 1.50095
PC27 > -0.2776462
PC32 > -1.710034
PC34 > 0.4210965
-> class 2\|1 [0.917]
Rule 49/227: (9.8, lift 9.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC76 > 0.3518493
PC78 > -0.1352798
PC81 > 0.03223655
-> class 2\|1 [0.916]
Rule 49/228: (38.6/2.6, lift 9.3)
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC44 > 0.8057496
PC62 > -1.154178
PC78 > -0.1352798
-> class 2\|1 [0.912]
Rule 49/229: (9.3, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC44 <= 0.1536839
PC55 <= -1.113829
-> class 2\|1 [0.912]
Rule 49/230: (8.3, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC17 <= 0.9567902
PC28 <= -0.1260165
PC44 <= 0.1536839
-> class 2\|1 [0.903]
Rule 49/231: (18.8/2.5, lift 8.5)
PC1 <= -0.4334595
PC8 > -0.6680527
PC19 > 3.342159
PC44 > 0.1536839
PC63 <= 0.1379408
PC68 > -1.233251
-> class 2\|1 [0.831]
Rule 49/232: (318.7/54, lift 8.5)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 > -0.2469342
PC60 <= -0.5767649
-> class 2\|1 [0.828]
Rule 49/233: (14.5/1.9, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC16 <= 0.7426538
PC80 <= -0.6463771
PC81 > 0.03223655
-> class 2\|1 [0.827]
Rule 49/234: (13.8/1.8, lift 8.5)
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC44 <= 0.1536839
PC54 <= 1.722556
PC65 > 1.099229
-> class 2\|1 [0.826]
Rule 49/235: (233.7/50.6, lift 8.0)
PC1 <= -0.4334595
PC8 > 0.2281314
PC22 > -0.792013
PC32 <= -1.710034
PC60 > -0.5767649
PC96 > -0.3563694
-> class 2\|1 [0.781]
Rule 49/236: (50.7/12.9, lift 7.5)
PC2 <= 2.5099
PC8 > -3.21639
PC14 <= -3.562955
-> class 2\|1 [0.736]
Rule 49/237: (29/8.2, lift 7.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC16 > 0.7426538
PC62 > -1.154178
PC81 > 0.03223655
-> class 2\|1 [0.705]
Rule 49/238: (158.8/57.3, lift 6.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC19 > -3.140827
PC32 <= 1.590739
PC44 <= 0.1536839
PC55 > -1.113829
PC58 <= -0.5321436
PC65 <= 1.099229
PC83 <= 0.9509131
-> class 2\|1 [0.637]
Rule 49/239: (44.1, lift 9.9)
PC8 > -3.21639
PC8 <= -0.6680527
PC14 > -3.562955
PC14 <= -1.460238
PC43 <= -0.91429
-> class 2\|2 [0.978]
Rule 49/240: (39.7, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC22 <= -1.628055
PC44 <= 0.8057496
-> class 2\|2 [0.976]
Rule 49/241: (188/3.9, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC10 > -0.06519445
PC14 > -3.562955
PC20 > 0.07430925
PC43 > -0.91429
PC57 <= 0.4652151
PC75 > 0.2053886
PC76 <= 0.341296
PC80 > -0.5582992
PC98 <= 1.295247
-> class 2\|2 [0.974]
Rule 49/242: (72.2/1.2, lift 9.8)
PC2 <= -1.892192
PC8 > -3.21639
PC8 <= -0.6680527
PC14 > -3.562955
PC57 > -0.07739355
PC97 <= 1.153858
PC98 > 1.295247
-> class 2\|2 [0.970]
Rule 49/243: (42.8/0.7, lift 9.7)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC14 > -1.608004
PC21 > -1.55162
PC41 <= -0.2190732
PC45 > 0.0813176
PC62 > -1.154178
PC69 <= 0.06156952
PC78 > -0.1352798
-> class 2\|2 [0.961]
Rule 49/244: (24.7, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= 1.708337
PC14 > -1.608004
PC60 <= -1.509971
PC62 > -1.154178
PC81 <= 0.03223655
-> class 2\|2 [0.959]
Rule 49/245: (21.7, lift 9.7)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC12 <= -2.923698
PC44 <= 0.8057496
PC81 <= 0.03223655
-> class 2\|2 [0.958]
Rule 49/246: (20.7, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC23 > 3.121211
PC46 > 0.413817
-> class 2\|2 [0.956]
Rule 49/247: (19.4, lift 9.7)
PC8 > -3.21639
PC8 <= -0.6680527
PC14 > -3.562955
PC20 <= 0.07430925
PC35 <= -3.5737
PC65 <= 0.9533288
PC100 > -3.16163
-> class 2\|2 [0.953]
Rule 49/248: (17.8, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 > 0.1904163
PC8 > -0.6680527
PC8 <= 0.2281314
PC37 <= 1.395016
-> class 2\|2 [0.950]
Rule 49/249: (39.1/1, lift 9.6)
PC1 <= -0.4334595
PC8 > -3.21639
PC8 <= -0.6680527
PC29 <= 0.2792483
PC43 <= -0.91429
PC55 <= -0.1193094
PC57 > -0.07739355
PC68 <= 0.2349037
PC100 > -3.16163
-> class 2\|2 [0.950]
Rule 49/250: (77.9/3.2, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC29 <= 0.2792483
PC30 > 0.223086
PC65 <= 0.9533288
PC75 > 0.2053886
-> class 2\|2 [0.947]
Rule 49/251: (16.3, lift 9.6)
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC32 <= 1.590739
PC45 > -0.2228213
PC75 <= 0.2053886
PC89 <= -1.669469
-> class 2\|2 [0.945]
Rule 49/252: (48/1.9, lift 9.6)
PC1 <= -0.4334595
PC2 <= -1.250447
PC6 > 1.373195
PC8 > 0.2281314
PC8 <= 1.708337
PC45 > 0.0813176
-> class 2\|2 [0.942]
Rule 49/253: (52.2/2.2, lift 9.5)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 <= 1.708337
PC41 > -0.2190732
PC44 <= 0.8057496
PC45 > 0.0813176
PC62 > -1.154178
PC68 <= -1.824262
-> class 2\|2 [0.941]
Rule 49/254: (359.7/21.8, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC3 > -1.640187
PC8 > -0.6680527
PC8 <= 0.2281314
PC19 > -3.140827
PC28 > -0.1260165
PC44 <= 0.1536839
PC45 <= 0.3833095
PC54 <= 1.722556
PC55 > -1.113829
PC58 > -0.5321436
PC65 <= 1.099229
PC83 > -1.071356
PC83 <= 0.9509131
-> class 2\|2 [0.937]
Rule 49/255: (23.1/0.6, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC29 > 0.2792483
PC91 <= -0.137848
-> class 2\|2 [0.935]
Rule 49/256: (13.4, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -1.225654
PC8 <= -0.6680527
PC53 > 0.5437248
PC75 <= 0.2053886
-> class 2\|2 [0.935]
Rule 49/257: (86.1/5.5, lift 9.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= 1.708337
PC14 > -1.608004
PC44 <= 0.8057496
PC55 > -0.8495878
PC72 > -0.7166225
PC78 > -0.1352798
PC93 > 0.7864403
-> class 2\|2 [0.926]
Rule 49/258: (18.5/0.6, lift 9.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC22 <= 0.8761942
PC32 <= 1.590739
PC37 <= 1.395016
PC44 > 0.1536839
PC82 > 0.2161616
-> class 2\|2 [0.923]
Rule 49/259: (221.6/16.5, lift 9.3)
PC1 <= -0.4334595
PC2 <= -1.250447
PC5 <= 1.560003
PC8 > 0.2281314
PC8 <= 1.708337
PC14 > -1.608004
PC16 <= 0.7426538
PC44 <= 0.8057496
PC55 > -0.8495878
PC62 > -1.154178
PC76 <= 0.3518493
PC78 > -0.1352798
PC80 > -0.6463771
PC81 > 0.03223655
-> class 2\|2 [0.922]
Rule 49/260: (38.6/2.3, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= 0.2281314
PC32 <= 1.590739
PC100 <= -3.16163
-> class 2\|2 [0.920]
Rule 49/261: (10.5, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC21 <= -1.55162
PC81 <= 0.03223655
-> class 2\|2 [0.920]
Rule 49/262: (46.5/3, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= 0.2281314
PC14 > -3.562955
PC45 <= -0.2228213
PC57 > -0.07739355
-> class 2\|2 [0.918]
Rule 49/263: (13.7/0.4, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= 0.2281314
PC20 <= 0.07430925
PC28 <= -0.1507373
PC32 <= 1.590739
PC75 > 0.2053886
-> class 2\|2 [0.913]
Rule 49/264: (9.2, lift 9.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC44 <= 0.8057496
PC55 > -0.8495878
PC62 > -1.154178
PC72 <= -0.7166225
PC78 > -0.1352798
-> class 2\|2 [0.911]
Rule 49/265: (18.3/0.8, lift 9.2)
PC1 <= -0.4334595
PC2 <= -3.629129
PC5 <= 0.6919485
PC8 > -3.21639
PC8 <= -0.6680527
PC20 <= 0.07430925
PC29 <= 0.2792483
PC43 > -0.91429
PC65 <= 0.9533288
PC75 > 0.2053886
-> class 2\|2 [0.909]
Rule 49/266: (363.2/32.3, lift 9.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.186474
PC8 <= 0.2281314
PC14 > -3.562955
PC43 <= -0.91429
PC55 > -0.1193094
-> class 2\|2 [0.909]
Rule 49/267: (8.5, lift 9.2)
PC1 <= -0.4334595
PC2 <= -1.250447
PC8 > 0.2281314
PC8 <= 1.708337
PC41 > 1.427926
PC45 > 0.0813176
PC55 > -0.8495878
PC93 <= 0.7864403
-> class 2\|2 [0.904]
Rule 49/268: (7.3, lift 9.1)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC55 > -0.8495878
PC78 <= -0.1352798
PC85 <= -0.7970175
-> class 2\|2 [0.893]
Rule 49/269: (50.1/4.8, lift 9.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC22 <= 0.8761942
PC32 <= 1.590739
PC37 <= 1.395016
PC44 > 0.1536839
PC63 > 0.1379408
-> class 2\|2 [0.888]
Rule 49/270: (795.6/169.8, lift 8.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= 0.2281314
PC14 > -3.562955
PC19 > -3.140827
PC32 <= 1.590739
PC57 <= -0.07739355
PC74 > -1.50725
PC76 <= 0.6005656
-> class 2\|2 [0.786]
Rule 49/271: (42.2/9.1, lift 7.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC44 <= 0.8057496
PC55 > -0.8495878
PC69 > 0.06156952
PC78 > -0.1352798
PC81 <= 0.03223655
-> class 2\|2 [0.771]
Rule 49/272: (59.5/20, lift 6.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -1.225654
PC8 <= -0.6680527
PC28 <= -0.1000803
PC32 <= 1.590739
-> class 2\|2 [0.659]
Rule 49/273: (240.8/143.2, lift 4.1)
PC1 > -0.4334595
PC1 <= 13.26314
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -3.845217
PC16 > -1.941889
PC44 <= 0.800207
-> class 2\|2 [0.406]
Rule 49/274: (260.4/203.7, lift 2.2)
PC1 <= -0.4334595
PC8 > 1.708337
PC21 <= -0.2469342
-> class 2\|2 [0.220]
Rule 49/275: (162.7/0.2, lift 8.1)
PC2 <= 2.5099
PC8 <= -3.21639
PC19 > -2.133636
PC31 <= 1.2266
PC46 <= 0.413817
PC56 > -0.6470296
PC85 <= 0.5882443
PC93 > 0.3211098
-> class 2\|3 [0.993]
Rule 49/276: (98.3, lift 8.0)
PC2 <= 2.5099
PC8 <= -0.6680527
PC19 > -3.140827
PC32 <= 1.590739
PC35 > 0.6613835
PC44 > -0.7858293
PC57 <= -0.07739355
PC76 <= 0.6005656
PC78 <= -0.122013
-> class 2\|3 [0.990]
Rule 49/277: (76.3, lift 8.0)
PC1 > -0.1814509
PC1 <= 11.24207
PC2 <= 2.5099
PC8 <= -3.845217
PC36 > -4.711118
PC79 > -0.3699443
-> class 2\|3 [0.987]
Rule 49/278: (402.3/5.6, lift 8.0)
PC1 <= -0.4334595
PC8 > -3.21639
PC8 <= -1.225654
PC19 > -3.140827
PC29 <= 0.2792483
PC32 <= 1.590739
PC43 > -0.91429
PC44 <= 0.9133549
PC57 > -0.07739355
PC75 <= 0.2053886
PC98 <= 1.295247
-> class 2\|3 [0.984]
Rule 49/279: (35.8, lift 7.9)
PC1 > -0.1814509
PC1 <= 13.26314
PC3 <= -0.01609154
PC7 <= 2.56751
PC8 > -3.845217
PC16 > -1.941889
PC19 > -1.677214
PC21 <= 0.9056267
PC35 > -0.4610973
PC44 <= 0.800207
PC71 <= 0.6015683
PC85 > -0.4943444
PC94 <= 0.6570436
-> class 2\|3 [0.974]
Rule 49/280: (40/0.4, lift 7.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC27 > -0.6067339
PC32 <= 1.590739
PC36 > -0.4247718
PC70 > 0.5957489
PC78 > -0.122013
PC100 > -3.16163
-> class 2\|3 [0.966]
Rule 49/281: (37.5/0.4, lift 7.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= -0.6680527
PC37 <= 1.395016
PC57 <= -0.07739355
PC76 > 0.6005656
PC100 > -3.16163
-> class 2\|3 [0.964]
Rule 49/282: (25.8, lift 7.8)
PC1 <= -0.4334595
PC8 <= -0.6680527
PC32 <= 1.590739
PC37 <= 1.395016
PC57 <= -0.07739355
PC74 > -1.50725
PC78 > -0.122013
PC87 > 0.9083507
-> class 2\|3 [0.963]
Rule 49/283: (24, lift 7.8)
PC2 <= 2.5099
PC8 <= 0.2281314
PC57 > -0.07739355
PC97 > 1.153858
PC98 > 1.295247
-> class 2\|3 [0.961]
Rule 49/284: (21.2, lift 7.8)
PC1 > -0.4334595
PC11 > 2.046466
PC19 > -1.677214
PC44 <= 0.800207
PC85 <= -0.4943444
-> class 2\|3 [0.957]
Rule 49/285: (96.3/5.4, lift 7.6)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= 0.1904163
PC8 > -0.6680527
PC8 <= 0.2281314
PC19 <= 3.342159
PC22 <= 0.8761942
PC44 > 0.1536839
PC63 <= 0.1379408
PC68 > -1.233251
PC82 <= 0.2161616
PC95 <= 3.023073
-> class 2\|3 [0.935]
Rule 49/286: (10.7, lift 7.5)
PC1 > -0.4334595
PC8 <= -3.845217
PC19 > 3.570007
-> class 2\|3 [0.922]
Rule 49/287: (10.8, lift 7.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6680527
PC8 <= 0.2281314
PC17 > 0.9567902
-> class 2\|3 [0.922]
Rule 49/288: (27.5/2.2, lift 7.2)
PC1 > -0.1814509
PC1 <= 11.24207
PC2 <= 2.5099
PC8 > -4.975385
PC8 <= -3.845217
-> class 2\|3 [0.893]
Rule 49/289: (34.3/3.9, lift 7.0)
PC1 <= -0.4334595
PC8 <= -3.21639
PC13 <= 0.5263308
PC24 > 0.6922451
PC85 > 0.5882443
-> class 2\|3 [0.864]
Rule 49/290: (11/0.8, lift 7.0)
PC1 <= -0.4334595
PC8 <= -0.6680527
PC27 <= -0.6067339
PC36 > -0.4247718
PC57 <= -0.07739355
PC100 > -3.16163
-> class 2\|3 [0.863]
Rule 49/291: (28.5/4.3, lift 6.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC19 > -3.140827
PC36 <= -0.4247718
PC57 <= -0.07739355
PC100 > -3.16163
-> class 2\|3 [0.827]
Rule 49/292: (17.4/2.6, lift 6.6)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -0.01609154
PC3 <= 0.2923115
PC16 > 0.3594292
-> class 2\|3 [0.814]
Rule 49/293: (32.3/10.8, lift 5.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > 0.2281314
PC8 <= 1.708337
PC39 > -0.9868422
PC62 <= -1.154178
PC74 > 0.3356011
PC85 > -0.005031254
-> class 2\|3 [0.654]
Rule 49/294: (15.1/5.5, lift 5.0)
PC1 <= -0.4334595
PC8 > 1.708337
PC25 > 0.4695094
-> class 2\|3 [0.622]
Rule 49/295: (12483.2/10026.2, lift 1.6)
PC2 <= 2.5099
-> class 2\|3 [0.197]
Rule 49/296: (144, lift 19.1)
PC2 <= 2.5099
PC8 <= -3.21639
PC22 > -1.900676
PC24 <= 0.6922451
PC26 <= 2.609045
PC46 <= 0.413817
PC56 > -1.762532
PC76 > -1.169583
PC85 > 0.5882443
-> class 2\|4 [0.993]
Rule 49/297: (200.2/1, lift 19.1)
PC1 <= -0.4334595
PC8 <= -3.21639
PC19 <= -4.154634
-> class 2\|4 [0.990]
Rule 49/298: (64.7, lift 19.0)
PC1 <= -0.4334595
PC8 <= -3.21639
PC13 > 0.5263308
-> class 2\|4 [0.985]
Rule 49/299: (46.7, lift 18.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC32 > 3.672419
PC46 <= 0.413817
PC93 <= 0.3211098
-> class 2\|4 [0.979]
Rule 49/300: (46.3, lift 18.9)
PC2 <= 2.5099
PC8 <= -3.21639
PC22 > -1.900676
PC46 <= 0.413817
PC56 > -1.762532
PC57 > 1.017266
-> class 2\|4 [0.979]
Rule 49/301: (66.2/0.5, lift 18.8)
PC1 <= -0.4334595
PC8 <= -3.21639
PC22 > -1.900676
PC46 <= 0.413817
PC79 <= -0.3373926
PC93 <= 0.3211098
-> class 2\|4 [0.977]
Rule 49/302: (58.1/0.4, lift 18.8)
PC8 <= -3.21639
PC9 > 4.475528
PC19 <= 0.6964155
PC22 > -1.900676
PC46 <= 0.413817
PC85 <= 0.5882443
PC93 <= 0.3211098
-> class 2\|4 [0.977]
Rule 49/303: (83.7/2.2, lift 18.5)
PC1 <= -0.4334595
PC8 <= 0.2281314
PC19 <= -3.140827
PC63 <= -0.2927086
PC89 <= 0.4668681
-> class 2\|4 [0.962]
Rule 49/304: (63.9/1.6, lift 18.5)
PC8 <= -0.6680527
PC18 <= -0.09502326
PC19 > -3.140827
PC29 <= 0.2792483
PC44 > 0.9133549
PC57 > -0.07739355
PC75 <= 0.2053886
-> class 2\|4 [0.961]
Rule 49/305: (105.7/5, lift 18.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 <= -3.845217
PC19 <= 3.570007
PC20 <= -0.10826
PC79 <= -0.3699443
-> class 2\|4 [0.944]
Rule 49/306: (15, lift 18.1)
PC1 > -0.4334595
PC1 <= 13.26314
PC2 <= 2.5099
PC3 <= -0.01609154
PC8 > -3.845217
PC16 > -1.941889
PC19 > -1.677214
PC71 > 0.6015683
-> class 2\|4 [0.941]
Rule 49/307: (319.9/18.9, lift 18.1)
PC1 <= -0.4334595
PC8 <= -3.21639
PC19 <= 0.6964155
PC22 > -1.900676
PC31 <= 1.2266
PC36 <= 0.2757236
PC46 <= 0.413817
PC54 <= 1.674318
PC58 <= 0.4766171
PC73 > 0.1580673
PC76 <= 0.491404
PC90 > -0.8380617
PC93 <= 0.3211098
PC95 > 0.04876138
PC96 <= 0.2791295
-> class 2\|4 [0.938]
Rule 49/308: (10.8, lift 17.8)
PC1 > -0.4334595
PC2 <= 2.5099
PC36 <= -4.711118
-> class 2\|4 [0.922]
Rule 49/309: (8.4/0.6, lift 16.3)
PC2 <= 2.5099
PC8 <= -3.21639
PC22 > -1.900676
PC56 > -1.762532
PC56 <= -0.6470296
PC93 > 0.3211098
-> class 2\|4 [0.844]
Rule 49/310: (28.4/4.8, lift 15.6)
PC2 <= 2.5099
PC8 > -3.21639
PC8 <= -0.6680527
PC17 > -0.4170254
PC29 > 0.2792483
PC57 > -0.07739355
PC91 > -0.137848
-> class 2\|4 [0.810]
Default class: 2\|3
----- Trial 50: -----
Rules:
Rule 50/1: (211.6, lift 17.3)
PC4 <= 7.354426
PC7 > -0.8279885
PC13 <= 8.316996
PC18 > 2.790875
PC22 > -0.3249777
PC35 <= -0.1220781
PC66 > -3.223631
-> class 0\|0 [0.995]
Rule 50/2: (154.7, lift 17.3)
PC6 <= 0.1895734
PC14 <= 1.122123
PC18 > 0.5778062
PC24 > 0.02797451
PC28 > -0.7168954
PC31 > 0.09238175
PC48 > 0.3386607
PC63 <= 0.881411
-> class 0\|0 [0.994]
Rule 50/3: (89.6/0.2, lift 17.2)
PC5 <= 2.339702
PC7 > -0.8279885
PC13 > -3.828395
PC18 > 2.790875
PC22 > -0.3249777
PC22 <= 0.1116037
PC66 > -3.223631
PC70 <= -0.3367027
-> class 0\|0 [0.987]
Rule 50/4: (77.2/0.1, lift 17.2)
PC7 <= -0.8322538
PC10 > -4.33567
PC10 <= 0.6580794
PC18 > 2.790875
PC19 > -0.2375407
PC22 > -0.3249777
PC40 > -1.781314
PC61 > -0.4600392
PC73 <= 0.6986846
PC97 <= 0.1330405
-> class 0\|0 [0.986]
Rule 50/5: (39.9, lift 17.0)
PC2 > 2.231518
PC7 <= -0.8279885
PC18 > 2.790875
PC22 > -0.3249777
PC66 > -3.223631
PC74 > 0.7055129
-> class 0\|0 [0.976]
Rule 50/6: (33.1, lift 16.9)
PC2 > 2.231518
PC7 <= -0.8279885
PC18 > 2.790875
PC22 > -0.3249777
PC53 <= -0.8723749
-> class 0\|0 [0.971]
Rule 50/7: (159.6/5.6, lift 16.7)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > 0.1895734
PC7 > 0.2783149
PC8 > -0.01041131
PC18 > -0.4683644
-> class 0\|0 [0.959]
Rule 50/8: (371.8/17.4, lift 16.5)
PC4 <= 7.354426
PC5 <= 2.339702
PC7 > -0.8279885
PC12 <= 1.068592
PC18 > 2.790875
PC22 > -0.3249777
PC66 > -3.223631
PC81 <= 0.8124506
PC85 > -2.06305
PC87 <= 0.7819136
-> class 0\|0 [0.951]
Rule 50/9: (22.6/1.5, lift 15.7)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -3.828395
PC18 > -0.4683644
PC18 <= 0.5778062
PC22 > -0.3249777
PC29 <= 5.380837
PC60 <= -1.01961
PC86 <= 2.85107
-> class 0\|0 [0.899]
Rule 50/10: (7.4, lift 15.6)
PC13 > 8.316996
PC16 <= -1.235095
PC42 <= 0.152677
PC59 <= -0.6026022
-> class 0\|0 [0.894]
Rule 50/11: (7.7/0.2, lift 15.2)
PC2 > 2.231518
PC13 <= 8.316996
PC14 > -0.3420141
PC18 > -0.4683644
PC22 <= -0.3249777
PC64 <= -1.231222
PC84 <= 0.09214821
PC86 <= 2.85107
-> class 0\|0 [0.872]
Rule 50/12: (58/6.7, lift 15.2)
PC13 > -3.828395
PC13 <= 8.316996
PC18 > 0.5778062
PC18 <= 2.790875
PC22 > -0.3249777
PC29 > 1.579295
PC62 > -2.178224
-> class 0\|0 [0.872]
Rule 50/13: (83.6/12.6, lift 14.6)
PC14 > -0.3420141
PC18 > -0.4683644
PC21 <= 0.1282782
PC40 > 2.358534
PC47 <= 4.410915
PC62 > -2.178224
PC84 <= 0.09214821
-> class 0\|0 [0.842]
Rule 50/14: (7.3/1.1, lift 13.5)
PC2 > 2.231518
PC13 <= 8.316996
PC18 > 0.5778062
PC18 <= 2.790875
PC20 <= -2.520303
PC22 > -0.3249777
PC47 <= 4.410915
-> class 0\|0 [0.777]
Rule 50/15: (37.3/8.4, lift 13.2)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.2367005
PC18 > 0.5778062
PC18 <= 2.790875
PC48 <= 0.3386607
-> class 0\|0 [0.761]
Rule 50/16: (67.5/16.9, lift 12.9)
PC2 > 2.231518
PC3 <= 1.640775
PC13 > -3.828395
PC13 <= 8.316996
PC18 > -0.4683644
PC22 > -0.3249777
PC62 > -2.178224
PC86 <= 2.85107
PC90 <= -1.848083
-> class 0\|0 [0.743]
Rule 50/17: (56.3/17.1, lift 12.0)
PC2 > 2.231518
PC13 > -3.828395
PC13 <= 8.316996
PC18 > 0.5778062
PC100 <= -1.292584
-> class 0\|0 [0.689]
Rule 50/18: (29.2/8.7, lift 12.0)
PC2 > 2.231518
PC3 <= 1.640775
PC12 > 1.022493
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 2.790875
PC22 > -0.3249777
PC48 <= 0.3386607
PC100 <= 1.237901
-> class 0\|0 [0.689]
Rule 50/19: (41.9/15, lift 11.1)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 8.316996
PC18 > -0.4683644
PC21 > 0.1282782
PC22 <= -0.3249777
PC47 <= 4.410915
-> class 0\|0 [0.635]
Rule 50/20: (61.1, lift 12.2)
PC2 > 2.231518
PC4 <= 7.354426
PC5 <= 2.339702
PC12 > 1.068592
PC13 <= 8.316996
PC18 > 2.790875
PC35 > -0.1220781
-> class 0\|1 [0.984]
Rule 50/21: (43.3, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7101157
PC18 <= -0.4683644
PC20 > -3.751503
PC49 > -1.24435
PC55 > 0.7797621
-> class 0\|1 [0.978]
Rule 50/22: (40.3, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.1548424
PC18 > -0.4683644
PC18 <= 0.5778062
PC60 > -1.01961
PC90 > -1.848083
-> class 0\|1 [0.976]
Rule 50/23: (37.7, lift 12.0)
PC18 > -0.4683644
PC25 > 2.573061
PC90 > -1.848083
-> class 0\|1 [0.975]
Rule 50/24: (41, lift 12.0)
PC5 <= 2.339702
PC18 > 2.790875
PC66 <= -3.223631
-> class 0\|1 [0.975]
Rule 50/25: (48.9/0.4, lift 12.0)
PC13 <= -3.828395
PC30 > 4.755065
-> class 0\|1 [0.972]
Rule 50/26: (54/2.9, lift 11.5)
PC5 > 2.339702
PC13 > -3.828395
PC13 <= 8.316996
PC18 > 2.790875
PC22 > -0.3249777
-> class 0\|1 [0.931]
Rule 50/27: (39.3/2.5, lift 11.3)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.8279885
PC18 > -0.4683644
PC61 <= -0.4600392
-> class 0\|1 [0.914]
Rule 50/28: (20.5/1.1, lift 11.2)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7101157
PC18 <= -0.4683644
PC55 <= 0.7797621
PC94 > 1.003931
-> class 0\|1 [0.908]
Rule 50/29: (60.8/10, lift 10.2)
PC4 > 7.354426
PC18 > 2.790875
PC22 > 0.1116037
PC29 <= 5.380837
-> class 0\|1 [0.825]
Rule 50/30: (34.6/5.6, lift 10.1)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.0162651
PC18 > -2.052494
PC18 <= -0.4683644
PC47 <= 1.387779
PC61 <= -0.3639649
-> class 0\|1 [0.818]
Rule 50/31: (45.8/8.1, lift 10.0)
PC2 > 2.231518
PC7 > -0.7101157
PC9 > 0.1774768
PC89 > 1.380547
-> class 0\|1 [0.810]
Rule 50/32: (17.6/3.4, lift 9.6)
PC18 <= -0.4683644
PC28 <= -0.05609887
PC36 > 2.366389
PC47 <= 1.387779
PC89 <= 1.380547
PC97 > -0.1540349
-> class 0\|1 [0.775]
Rule 50/33: (22.1/7.1, lift 8.2)
PC3 <= 1.640775
PC7 <= -0.7101157
PC18 <= -0.4683644
PC33 <= -1.365196
PC55 <= 0.7797621
-> class 0\|1 [0.666]
Rule 50/34: (3390.2/1936.2, lift 5.3)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.4683644
-> class 0\|1 [0.429]
Rule 50/35: (90.4, lift 10.0)
PC4 <= -7.144614
PC18 > -2.052494
PC18 <= -0.4683644
PC43 > -0.5825734
-> class 0\|2 [0.989]
Rule 50/36: (115.1/0.5, lift 10.0)
PC2 > 2.231518
PC5 > 2.765218
PC8 > -0.5090897
PC15 > -1.267113
PC18 <= -0.4683644
PC49 <= 0.6123037
-> class 0\|2 [0.988]
Rule 50/37: (74, lift 9.9)
PC2 > 2.231518
PC3 <= 1.640775
PC10 <= 5.852866
PC16 > -0.5623217
PC18 <= -0.4683644
PC42 <= 1.592236
PC47 <= 1.387779
PC71 > -1.016504
PC80 > 0.1269425
PC90 <= -1.114066
-> class 0\|2 [0.987]
Rule 50/38: (57.6, lift 9.9)
PC13 > 8.316996
PC16 > -1.235095
PC18 > -0.4683644
PC29 <= 5.380837
PC31 <= 0.02654657
PC47 <= 4.410915
-> class 0\|2 [0.983]
Rule 50/39: (47.5, lift 9.9)
PC13 > 8.316996
PC16 > -1.235095
PC18 > -0.4683644
PC46 <= -0.2220724
-> class 0\|2 [0.980]
Rule 50/40: (98.9/1.2, lift 9.9)
PC2 > 2.231518
PC13 <= 8.316996
PC15 > -0.5948058
PC18 > -0.4683644
PC22 <= -0.3249777
PC40 <= -1.304991
PC61 <= 0.3978741
PC72 <= 0.716008
-> class 0\|2 [0.978]
Rule 50/41: (38.5, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.4683644
PC47 <= 4.410915
PC62 <= -2.178224
-> class 0\|2 [0.975]
Rule 50/42: (72.2/1, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.6421012
PC14 <= -0.3420141
PC18 > -0.4683644
PC21 <= 0.1282782
PC22 <= -0.3249777
PC40 > -1.304991
PC72 <= 0.716008
PC86 <= 2.85107
-> class 0\|2 [0.973]
Rule 50/43: (45.2/0.4, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > -3.972632
PC13 <= 8.316996
PC18 > -0.4683644
PC21 <= 0.1282782
PC22 <= -0.3249777
PC40 > -1.304991
PC66 > 0.119242
PC72 <= 0.716008
PC84 > 0.09214821
PC86 <= 2.85107
-> class 0\|2 [0.970]
Rule 50/44: (74.6/1.5, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC6 <= 0.1895734
PC8 <= 0.1548424
PC13 <= 8.316996
PC18 > -0.4683644
PC18 <= 0.5778062
PC22 > -0.3249777
PC25 <= 2.573061
PC40 > -2.489008
PC43 > -0.4226703
PC64 > -0.9001468
PC86 <= 2.85107
-> class 0\|2 [0.968]
Rule 50/45: (28.5, lift 9.8)
PC13 > 8.316996
PC16 <= -1.235095
PC18 > -0.4683644
PC42 > 0.152677
-> class 0\|2 [0.967]
Rule 50/46: (25, lift 9.7)
PC13 > 8.316996
PC16 <= -1.235095
PC18 > -0.4683644
PC52 <= -1.024245
-> class 0\|2 [0.963]
Rule 50/47: (35.5/0.5, lift 9.7)
PC18 <= -0.4683644
PC33 > 3.71617
PC71 > -1.016504
PC80 > 0.1269425
-> class 0\|2 [0.961]
Rule 50/48: (48.8/1.3, lift 9.6)
PC13 > 8.316996
PC16 > -1.235095
PC18 > 1.613308
PC29 <= 5.380837
PC47 <= 4.410915
PC80 > -2.879315
-> class 0\|2 [0.955]
Rule 50/49: (14.8, lift 9.5)
PC10 <= 3.213601
PC13 > 8.316996
PC16 > -1.235095
PC18 > -0.4683644
-> class 0\|2 [0.940]
Rule 50/50: (44.3/2.1, lift 9.4)
PC18 > -0.4683644
PC29 > 5.380837
-> class 0\|2 [0.933]
Rule 50/51: (16.3/0.2, lift 9.4)
PC2 > 2.231518
PC3 <= 1.640775
PC6 <= 0.1895734
PC8 <= 0.2367005
PC18 > 0.5778062
PC18 <= 1.033548
PC47 <= 4.410915
PC48 <= 0.3386607
PC64 > 0.9607608
-> class 0\|2 [0.932]
Rule 50/52: (88.1/7.3, lift 9.2)
PC13 <= -3.828395
PC22 > -0.3249777
PC30 <= 4.755065
PC47 <= 4.410915
PC86 <= 2.85107
-> class 0\|2 [0.908]
Rule 50/53: (7.8, lift 9.1)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= -0.6030719
PC8 <= 0.2367005
PC18 > -0.4683644
PC18 <= 1.033548
PC22 > -0.3249777
-> class 0\|2 [0.898]
Rule 50/54: (6.6/0.3, lift 8.5)
PC2 > 2.231518
PC18 > -0.4683644
PC18 <= 0.5778062
PC43 <= -0.4226703
PC77 <= -0.3995599
PC86 <= 2.85107
-> class 0\|2 [0.844]
Rule 50/55: (21.8/3, lift 8.4)
PC2 > 2.231518
PC6 <= 0.1895734
PC18 > -0.4683644
PC18 <= 2.790875
PC22 > -0.3249777
PC24 <= 0.02797451
PC31 > 0.09238175
PC48 > 0.3386607
PC90 > -1.848083
-> class 0\|2 [0.832]
Rule 50/56: (10.9/1.6, lift 8.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 0.5778062
PC22 > -0.3249777
PC43 <= -0.4226703
PC60 > -1.01961
PC79 > 0.6438881
-> class 0\|2 [0.799]
Rule 50/57: (25.1/5.9, lift 7.5)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 2.790875
PC22 > -0.3249777
PC40 <= -2.489008
-> class 0\|2 [0.745]
Rule 50/58: (950.7/483.4, lift 5.0)
PC2 > 2.231518
PC13 <= -0.6017265
PC18 <= -0.4683644
-> class 0\|2 [0.492]
Rule 50/59: (8109/6132, lift 2.5)
PC2 > 2.231518
-> class 0\|2 [0.244]
Rule 50/60: (107.3/0.2, lift 10.1)
PC2 > 2.231518
PC5 <= 2.765218
PC7 > -0.7101157
PC18 <= -0.4683644
PC36 <= 2.366389
PC43 > 1.773609
-> class 0\|3 [0.989]
Rule 50/61: (81.2, lift 10.1)
PC2 > 2.231518
PC5 <= 2.765218
PC7 > -0.7101157
PC18 <= -0.4683644
PC89 <= -2.040107
-> class 0\|3 [0.988]
Rule 50/62: (80.5, lift 10.1)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7101157
PC18 <= -2.052494
PC37 > -0.7685974
PC71 <= -1.016504
-> class 0\|3 [0.988]
Rule 50/63: (116.9/0.5, lift 10.1)
PC5 <= 2.765218
PC7 > -0.7101157
PC16 > -0.5623217
PC18 <= -2.052494
PC37 > -0.7685974
PC42 > 1.592236
-> class 0\|3 [0.988]
Rule 50/64: (174.7/1.4, lift 10.1)
PC7 > -0.4643556
PC17 <= -1.078148
PC18 <= -2.052494
PC34 > -2.607624
PC37 > -0.7685974
PC47 <= 0.5322086
PC59 > -0.4400105
PC68 <= 0.3575667
PC80 > 0.1269425
PC80 <= 0.7724206
PC82 <= 0.08792476
PC86 <= 0.7367945
PC88 > -1.388337
PC97 <= 0.6107759
-> class 0\|3 [0.986]
Rule 50/65: (65.7, lift 10.1)
PC3 <= 1.640775
PC4 > -7.144614
PC18 > -2.052494
PC18 <= -1.733713
PC21 > -0.3289443
PC43 > -0.5825734
PC61 > -0.3639649
PC62 > -0.4169091
PC64 > -0.04241133
-> class 0\|3 [0.985]
Rule 50/66: (61.4, lift 10.0)
PC2 > 2.231518
PC5 <= 2.765218
PC7 > -0.4643556
PC10 <= 5.852866
PC18 <= -2.052494
PC25 > -2.264949
PC33 <= 3.71617
PC34 > -2.607624
PC37 > -0.7685974
PC80 > 0.1269425
PC80 <= 0.7724206
PC90 > -1.114066
PC93 <= -0.6464272
-> class 0\|3 [0.984]
Rule 50/67: (56.1, lift 10.0)
PC5 <= 2.765218
PC7 > -0.4643556
PC18 <= -2.052494
PC64 > 0.354242
PC68 <= 0.3575667
PC80 > 0.1269425
PC90 > -1.114066
-> class 0\|3 [0.983]
Rule 50/68: (118.5/1, lift 10.0)
PC2 > 2.231518
PC7 > -0.7101157
PC16 > -0.5623217
PC18 <= -0.4683644
PC42 > 2.424541
PC61 > -0.3639649
PC90 > -2.88543
-> class 0\|3 [0.983]
Rule 50/69: (57, lift 10.0)
PC16 > -0.5623217
PC18 > -2.052494
PC18 <= -0.4683644
PC38 > 1.184574
PC61 > -0.3639649
-> class 0\|3 [0.983]
Rule 50/70: (72.4/0.3, lift 10.0)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= 2.765218
PC9 <= 0.1774768
PC18 <= -0.4683644
PC52 <= 1.593582
PC89 > 1.380547
-> class 0\|3 [0.982]
Rule 50/71: (51.3, lift 10.0)
PC2 > 2.231518
PC7 > -0.7101157
PC18 <= -0.4683644
PC49 > 1.328311
-> class 0\|3 [0.981]
Rule 50/72: (47.6, lift 10.0)
PC7 > -0.7101157
PC18 <= -2.052494
PC25 > -2.264949
PC33 <= 3.71617
PC82 <= 0.08792476
PC84 <= 0.1186422
PC89 <= 1.380547
PC97 > 0.6107759
-> class 0\|3 [0.979]
Rule 50/73: (45.4/0.2, lift 10.0)
PC3 <= 1.640775
PC7 > -0.7101157
PC18 > -2.052494
PC18 <= -0.4683644
PC21 > -0.3289443
PC28 > -1.44304
PC37 > -0.8735143
PC61 > -0.3639649
PC86 > 1.195412
-> class 0\|3 [0.976]
Rule 50/74: (345.6/7.9, lift 9.9)
PC3 <= 0.7012436
PC5 <= 2.765218
PC7 > -0.7101157
PC10 <= 5.852866
PC17 <= 0.5525088
PC18 <= -2.052494
PC35 > -0.8656774
PC35 <= 0.9758522
PC37 > -0.7685974
PC80 <= 0.1269425
PC89 <= 1.380547
PC95 <= 0.309836
-> class 0\|3 [0.974]
Rule 50/75: (32, lift 9.9)
PC2 > 2.231518
PC5 <= 2.765218
PC18 <= -0.4683644
PC43 > -0.5825734
PC47 <= 1.387779
PC88 <= -2.531168
PC92 > -0.9947528
-> class 0\|3 [0.971]
Rule 50/76: (72.3/1.1, lift 9.9)
PC10 > 3.213601
PC13 > 8.316996
PC16 > -1.235095
PC18 <= 1.613308
PC29 <= 5.380837
PC31 > 0.02654657
PC46 > -0.2220724
-> class 0\|3 [0.971]
Rule 50/77: (41.1/0.3, lift 9.9)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= 2.765218
PC7 > -0.7101157
PC18 > -2.052494
PC18 <= -0.4683644
PC36 <= 2.366389
PC61 > -0.3639649
PC89 <= 1.380547
PC92 <= -0.9947528
-> class 0\|3 [0.969]
Rule 50/78: (30.3, lift 9.9)
PC2 > 2.231518
PC18 > -0.4683644
PC80 <= -2.879315
-> class 0\|3 [0.969]
Rule 50/79: (101.4/2.5, lift 9.9)
PC2 > 2.231518
PC3 <= 1.640775
PC6 > 0.1158387
PC13 > -0.6017265
PC18 <= -0.4683644
PC19 > -0.00603867
PC43 > -0.5825734
PC92 > -0.9947528
-> class 0\|3 [0.966]
Rule 50/80: (27.8, lift 9.9)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.4683644
PC47 > 4.410915
-> class 0\|3 [0.966]
Rule 50/81: (199.2/6, lift 9.8)
PC7 > -0.4643556
PC13 > -1.024433
PC16 > -0.5623217
PC18 <= -2.052494
PC34 > -2.607624
PC37 > -0.7685974
PC47 <= 0.5322086
PC68 <= 0.3575667
PC80 > 0.1269425
PC80 <= 0.7724206
PC82 <= 0.08792476
PC86 <= 0.7367945
PC88 > -1.388337
PC90 > -1.114066
PC97 <= 0.6107759
-> class 0\|3 [0.965]
Rule 50/82: (22.6, lift 9.8)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.7470937
PC18 > -2.052494
PC18 <= -0.4683644
PC36 <= 2.366389
PC61 <= -0.3639649
-> class 0\|3 [0.959]
Rule 50/83: (18.8, lift 9.7)
PC2 > 2.231518
PC5 <= 2.765218
PC12 > 2.341113
PC18 <= -0.4683644
PC43 > -0.5825734
PC61 > -0.3639649
-> class 0\|3 [0.952]
Rule 50/84: (18.9, lift 9.7)
PC3 <= 1.640775
PC5 > 2.765218
PC15 <= -1.267113
PC18 <= -0.4683644
-> class 0\|3 [0.952]
Rule 50/85: (70.8/2.6, lift 9.7)
PC4 > -7.144614
PC5 <= 2.765218
PC18 > -2.052494
PC18 <= -0.4683644
PC21 > -0.3289443
PC37 > -0.8735143
PC42 > 1.347964
PC62 > -0.4169091
PC64 > -0.04241133
-> class 0\|3 [0.951]
Rule 50/86: (48.1/1.4, lift 9.7)
PC2 > 2.231518
PC18 <= -0.4683644
PC36 > 2.366389
PC89 <= 1.380547
PC97 <= -0.1540349
-> class 0\|3 [0.951]
Rule 50/87: (15.6, lift 9.6)
PC2 > 2.231518
PC3 <= 1.640775
PC15 > -1.135348
PC18 <= -0.4683644
PC22 > 2.148456
PC55 <= 0.7797621
-> class 0\|3 [0.943]
Rule 50/88: (478.6/26.4, lift 9.6)
PC3 <= 0.7012436
PC5 <= 2.765218
PC7 > -0.7101157
PC17 <= 0.5525088
PC18 <= -2.052494
PC35 > -0.8656774
PC37 > -0.7685974
PC45 <= 1.462152
PC80 <= 0.1269425
PC98 <= 0.761762
-> class 0\|3 [0.943]
Rule 50/89: (46.6/2.1, lift 9.5)
PC2 > 2.231518
PC3 <= 1.640775
PC5 <= 2.765218
PC8 <= 0.0162651
PC16 <= 0.3380335
PC18 <= -0.4683644
PC61 <= -0.3639649
PC89 <= 1.380547
PC90 > -2.88543
-> class 0\|3 [0.936]
Rule 50/90: (38.2/2.6, lift 9.3)
PC5 <= 2.765218
PC18 <= -2.052494
PC37 <= -0.7685974
PC89 <= 1.380547
PC91 <= -0.6448779
-> class 0\|3 [0.911]
Rule 50/91: (13/0.4, lift 9.3)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.5948058
PC18 > -0.4683644
PC22 <= -0.3249777
PC29 <= 5.380837
PC40 <= -1.304991
-> class 0\|3 [0.907]
Rule 50/92: (77.8/6.6, lift 9.2)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -7.144614
PC5 <= 2.765218
PC18 > -2.052494
PC18 <= -0.4683644
PC21 > -0.3289443
PC28 > -1.44304
PC43 > -0.5825734
PC61 > -0.3639649
PC62 > -0.4169091
PC64 > -0.04241133
PC79 <= 0.5110226
PC91 > -0.6888503
-> class 0\|3 [0.905]
Rule 50/93: (7.9, lift 9.2)
PC2 > 2.231518
PC3 <= 1.640775
PC7 > -0.7101157
PC8 > 0.1276592
PC16 > -0.5623217
PC18 <= -0.4683644
PC28 > -1.44304
PC37 > -0.8735143
PC64 <= -0.04241133
-> class 0\|3 [0.899]
Rule 50/94: (21.3/1.6, lift 9.1)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7101157
PC18 <= -0.4683644
PC68 <= -0.4169007
PC94 <= 1.003931
-> class 0\|3 [0.887]
Rule 50/95: (55.9/5.6, lift 9.0)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -2.052494
PC18 <= -0.4683644
PC21 <= -0.3289443
PC36 <= 2.366389
PC61 > -0.3639649
PC63 > 0.8071297
-> class 0\|3 [0.886]
Rule 50/96: (8.8/0.7, lift 8.6)
PC3 <= 1.640775
PC7 <= -0.7101157
PC15 > -1.135348
PC18 <= -0.992298
PC55 <= 0.7797621
PC97 > 1.585326
-> class 0\|3 [0.844]
Rule 50/97: (24.1/4.6, lift 8.0)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= -0.7101157
PC15 <= -1.135348
PC18 <= -0.4683644
-> class 0\|3 [0.785]
Rule 50/98: (154.3/35.5, lift 7.8)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 8.316996
PC22 <= -0.3249777
PC29 <= 5.380837
PC72 > 0.716008
PC80 > -2.879315
-> class 0\|3 [0.767]
Rule 50/99: (166/63.8, lift 6.3)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 8.316996
PC62 > -2.178224
PC86 > 2.85107
-> class 0\|3 [0.614]
Rule 50/100: (139.1, lift 19.1)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.7459509
PC26 <= -0.8456872
PC46 > -0.6478975
PC48 > -0.2572594
-> class 1\|0 [0.993]
Rule 50/101: (82.4, lift 19.0)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.7459509
PC44 <= -0.1893252
PC65 > -0.1389549
PC94 <= 0.2249536
-> class 1\|0 [0.988]
Rule 50/102: (77.3, lift 19.0)
PC1 > -0.3028592
PC10 > -0.3377119
PC19 > 2.872353
PC21 > -1.096123
PC69 > -0.5836473
-> class 1\|0 [0.987]
Rule 50/103: (70.3, lift 19.0)
PC1 > -0.2019541
PC2 <= 2.231518
PC3 > 0.3930258
PC10 <= -0.3377119
PC14 <= 1.30466
PC16 <= 0.08525795
PC48 > -0.4114403
PC69 > -0.5836473
PC97 > -1.086712
-> class 1\|0 [0.986]
Rule 50/104: (57.8, lift 19.0)
PC2 > 2.231518
PC3 > 1.640775
PC46 > 0.9321272
PC65 > -0.1389549
PC94 <= 0.2249536
-> class 1\|0 [0.983]
Rule 50/105: (374.6/8.4, lift 18.8)
PC1 > -0.3028592
PC2 <= 2.231518
PC7 > -0.2138148
PC15 <= -3.58571
-> class 1\|0 [0.975]
Rule 50/106: (284.4/7.7, lift 18.7)
PC1 > -0.3028592
PC2 <= 2.231518
PC7 > -0.2138148
PC15 <= -3.157014
PC59 <= 0.1603719
-> class 1\|0 [0.969]
Rule 50/107: (35.4/0.4, lift 18.6)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.7459509
PC46 > -0.6478975
PC47 > 1.277223
PC94 <= 0.2249536
-> class 1\|0 [0.962]
Rule 50/108: (268.1/12.5, lift 18.3)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 <= 0.3930258
PC9 > -0.1601986
PC10 <= 0.9200311
PC11 <= 0.2502615
PC19 > -1.661511
PC21 <= 1.737025
PC68 <= 0.8621076
PC76 > -1.302066
-> class 1\|0 [0.950]
Rule 50/109: (194.4/10, lift 18.2)
PC3 > 1.640775
PC16 <= -0.7459509
PC26 <= 0.04168434
PC30 <= 0.1719044
PC41 <= 0.4214479
PC65 > -0.0373049
PC95 <= -0.1261714
-> class 1\|0 [0.944]
Rule 50/110: (14.6, lift 18.1)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.7459509
PC41 > 0.4214479
PC46 > -0.6478975
-> class 1\|0 [0.940]
Rule 50/111: (10.4, lift 17.7)
PC2 <= 2.231518
PC3 > 0.3930258
PC25 > 0.6074538
PC48 > -0.4114403
-> class 1\|0 [0.919]
Rule 50/112: (52.4/3.5, lift 17.7)
PC2 > 2.231518
PC3 > 1.640775
PC26 <= 0.04168434
PC29 > -0.4626223
PC46 > -0.6478975
PC65 > -0.0373049
PC70 > 0.5258349
PC92 <= 0.4890302
-> class 1\|0 [0.917]
Rule 50/113: (5.8, lift 16.8)
PC2 > 2.231518
PC3 > 1.640775
PC14 <= -1.660562
-> class 1\|0 [0.871]
Rule 50/114: (66.6/9.3, lift 16.4)
PC3 > 1.640775
PC7 <= 9.7885
PC16 <= -0.7459509
PC26 <= 0.04168434
PC46 > -0.6478975
PC65 > -0.0373049
PC70 > 0.5258349
-> class 1\|0 [0.850]
Rule 50/115: (44.3/7.5, lift 15.8)
PC1 > -0.3028592
PC16 <= 0.08525795
PC26 > 1.787033
PC48 > -0.4114403
PC69 <= -0.5836473
-> class 1\|0 [0.817]
Rule 50/116: (258.1, lift 15.9)
PC3 > 0.3930258
PC12 > 2.832065
PC15 > -3.157014
PC96 > -0.4075566
-> class 1\|1 [0.996]
Rule 50/117: (31.6, lift 15.5)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 <= 0.3930258
PC9 > -0.1601986
PC11 > 0.2502615
PC15 > -3.157014
PC19 > -1.661511
-> class 1\|1 [0.969]
Rule 50/118: (28.7, lift 15.4)
PC1 > 12.55189
PC3 <= 0.3930258
PC9 <= -0.1601986
PC19 > -1.661511
PC54 > -3.347882
-> class 1\|1 [0.967]
Rule 50/119: (49.9/1.6, lift 15.2)
PC1 > -0.3028592
PC3 <= 0.3930258
PC10 > 0.9200311
PC15 > -3.157014
PC19 > -1.661511
-> class 1\|1 [0.950]
Rule 50/120: (57.6/2.1, lift 15.1)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 <= 0.3930258
PC9 > -0.1601986
PC15 > -3.157014
PC19 > -1.661511
PC68 > 0.8621076
-> class 1\|1 [0.947]
Rule 50/121: (311.4/18.1, lift 15.0)
PC1 > -0.2019541
PC2 <= 2.231518
PC3 > 0.3930258
PC10 > -0.3377119
PC11 <= 2.611002
PC15 > -3.157014
PC16 <= 0.08525795
PC21 > -1.096123
PC48 > -0.4114403
PC55 <= 1.710191
PC69 > -0.5836473
PC69 <= 0.6566458
PC87 > -0.8473092
PC91 <= 0.6665241
PC97 > -1.092103
-> class 1\|1 [0.939]
Rule 50/122: (22.9/0.5, lift 15.0)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 <= 0.3930258
PC15 > -3.157014
PC19 > -1.661511
PC76 <= -1.302066
-> class 1\|1 [0.938]
Rule 50/123: (17.6/0.4, lift 14.9)
PC1 > -0.3028592
PC2 <= 2.231518
PC7 > -0.2138148
PC15 > -3.58571
PC15 <= -3.157014
PC59 > 0.1603719
-> class 1\|1 [0.931]
Rule 50/124: (7.9, lift 14.3)
PC2 <= 2.231518
PC10 <= -0.3377119
PC11 <= 2.611002
PC16 <= 0.08525795
PC69 > -0.5836473
PC97 <= -1.086712
-> class 1\|1 [0.899]
Rule 50/125: (9.7/0.5, lift 13.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.7459509
PC26 <= -0.8456872
PC48 <= -0.2572594
-> class 1\|1 [0.873]
Rule 50/126: (39.2/4.5, lift 13.8)
PC1 > 15.92312
PC6 <= -2.2305
PC19 <= -1.661511
-> class 1\|1 [0.866]
Rule 50/127: (25.7/9.8, lift 9.8)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC36 > 0.797594
-> class 1\|1 [0.611]
Rule 50/128: (2721.2/1848.2, lift 5.1)
PC3 > 1.640775
-> class 1\|1 [0.321]
Rule 50/129: (134, lift 16.2)
PC1 > -0.2019541
PC2 <= 2.231518
PC3 > 0.3930258
PC3 <= 1.630107
PC7 > 1.252206
PC15 <= 4.104633
PC16 > 0.08525795
-> class 1\|2 [0.993]
Rule 50/130: (117, lift 16.2)
PC6 > 1.074766
PC12 <= 2.832065
PC16 > 0.08525795
PC53 > 1.037077
-> class 1\|2 [0.992]
Rule 50/131: (115.1, lift 16.2)
PC3 > 0.3930258
PC7 <= 1.252206
PC14 <= 0.5601762
PC16 > 0.08525795
PC37 <= 0.2875497
PC60 <= 1.833433
PC65 <= 0.505168
PC100 > 0.510457
-> class 1\|2 [0.991]
Rule 50/132: (105.7, lift 16.2)
PC2 <= 2.231518
PC3 > 0.3930258
PC8 > 2.247697
PC12 <= 2.832065
PC15 > -3.157014
PC16 > 0.08525795
PC65 <= 0.505168
-> class 1\|2 [0.991]
Rule 50/133: (103.2, lift 16.2)
PC3 > 0.3930258
PC7 <= 1.252206
PC12 <= 2.832065
PC14 <= 0.5601762
PC16 > 0.08525795
PC45 > -0.5018888
PC55 > 0.6811348
PC61 <= 0.7707137
-> class 1\|2 [0.990]
Rule 50/134: (86.1, lift 16.2)
PC2 > 2.231518
PC3 > 1.640775
PC14 > -1.660562
PC16 > 1.258097
PC44 <= 19.92434
PC51 > -0.7663754
-> class 1\|2 [0.989]
Rule 50/135: (63.7, lift 16.1)
PC5 <= -6.561722
PC16 > -0.7459509
PC51 <= -0.7663754
-> class 1\|2 [0.985]
Rule 50/136: (126.6/1.5, lift 16.0)
PC2 <= 2.231518
PC3 > 5.422003
PC12 <= 2.832065
PC16 > 0.08525795
PC17 > 0.3942855
-> class 1\|2 [0.981]
Rule 50/137: (44.3, lift 16.0)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.7459509
PC22 <= -2.091307
PC44 <= 19.92434
PC51 > -0.7663754
-> class 1\|2 [0.978]
Rule 50/138: (87.6/1, lift 16.0)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.7459509
PC51 > -0.7663754
PC83 <= -0.3823677
PC93 > -0.9696231
-> class 1\|2 [0.977]
Rule 50/139: (62/0.7, lift 15.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.7459509
PC51 <= -0.7663754
PC80 > 0.3968048
-> class 1\|2 [0.974]
Rule 50/140: (147.3/3, lift 15.9)
PC1 > -0.3028592
PC3 <= 0.3930258
PC6 > -2.2305
PC8 <= 1.32482
PC19 <= -1.661511
PC82 > -0.1607774
-> class 1\|2 [0.973]
Rule 50/141: (35.7, lift 15.9)
PC2 <= 2.231518
PC3 > 0.3930258
PC14 <= 0.5601762
PC65 <= 0.505168
PC67 <= -0.444327
-> class 1\|2 [0.973]
Rule 50/142: (107.1/2.2, lift 15.9)
PC2 <= 2.231518
PC3 > 0.3930258
PC9 <= 1.943403
PC14 <= 0.5601762
PC44 <= -0.7079262
PC53 <= 1.037077
PC65 <= 0.505168
-> class 1\|2 [0.971]
Rule 50/143: (35.9/0.1, lift 15.9)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 > 0.3930258
PC7 <= 1.252206
PC12 <= 2.832065
PC16 > 0.08525795
PC61 <= 0.7707137
PC67 > 0.3189066
-> class 1\|2 [0.970]
Rule 50/144: (117.1/2.7, lift 15.9)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 > 0.3930258
PC3 <= 1.461406
PC14 <= 0.5601762
PC16 > 0.08525795
PC44 > -0.7079262
PC65 <= 0.505168
-> class 1\|2 [0.969]
Rule 50/145: (29.4, lift 15.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.7459509
PC86 <= -1.966605
-> class 1\|2 [0.968]
Rule 50/146: (25.7, lift 15.8)
PC3 > 1.640775
PC14 > -1.660562
PC16 > -0.7459509
PC44 <= 19.92434
PC51 > -0.7663754
PC65 <= -0.6879153
PC83 > -0.3823677
-> class 1\|2 [0.964]
Rule 50/147: (25, lift 15.8)
PC2 <= 2.231518
PC3 > 0.3930258
PC15 > -3.157014
PC16 > 0.08525795
PC61 <= 0.7707137
PC76 <= -0.8371909
-> class 1\|2 [0.963]
Rule 50/148: (23.4, lift 15.7)
PC1 > -0.3028592
PC3 > 0.3930258
PC14 > 1.30466
PC45 <= -0.4144146
-> class 1\|2 [0.961]
Rule 50/149: (23.8, lift 15.7)
PC2 > 2.231518
PC8 <= -2.627135
PC51 <= -0.7663754
-> class 1\|2 [0.961]
Rule 50/150: (26.1/0.2, lift 15.7)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.7459509
PC51 > -0.7663754
PC63 <= -1.308011
-> class 1\|2 [0.957]
Rule 50/151: (44.9/1.1, lift 15.6)
PC3 > 1.640775
PC18 > 0.4005001
PC51 <= -0.7663754
-> class 1\|2 [0.955]
Rule 50/152: (19.7, lift 15.6)
PC2 <= 2.231518
PC3 > 0.3930258
PC10 > -0.3377119
PC19 <= 2.872353
PC87 <= -0.8473092
-> class 1\|2 [0.954]
Rule 50/153: (48.5/1.5, lift 15.6)
PC2 <= 2.231518
PC3 > 0.3930258
PC16 <= 0.08525795
PC21 <= -1.096123
-> class 1\|2 [0.951]
Rule 50/154: (44.9/1.3, lift 15.5)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 > 0.3930258
PC12 <= 2.832065
PC14 <= 1.30466
PC16 <= 0.08525795
PC48 <= -0.4114403
-> class 1\|2 [0.950]
Rule 50/155: (25.5/0.6, lift 15.4)
PC3 > 0.3930258
PC11 <= 2.611002
PC25 <= 0.6074538
PC55 > 1.710191
PC69 > -0.5836473
-> class 1\|2 [0.943]
Rule 50/156: (18.2/0.1, lift 15.4)
PC1 > -0.3028592
PC2 <= 2.231518
PC3 > 0.3930258
PC3 <= 5.422003
PC7 <= 1.252206
PC16 > 0.08525795
PC61 > 0.7707137
-> class 1\|2 [0.943]
Rule 50/157: (28.8/1, lift 15.3)
PC2 <= 2.231518
PC3 > 0.3930258
PC10 > -0.3377119
PC16 <= 0.08525795
PC25 <= 0.6074538
PC97 <= -1.092103
-> class 1\|2 [0.936]
Rule 50/158: (40/3.4, lift 14.7)
PC1 > -0.3028592
PC3 > 0.3930258
PC16 > 0.08525795
PC44 > -0.7079262
PC60 > 1.833433
PC65 <= 0.505168
-> class 1\|2 [0.895]
Rule 50/159: (5.3, lift 14.1)
PC1 > -0.3028592
PC3 > 0.3930258
PC14 > 1.30466
PC14 <= 1.418458
PC16 <= 0.08525795
-> class 1\|2 [0.862]
Rule 50/160: (94.6, lift 15.3)
PC1 > -0.2019541
PC3 > 0.3930258
PC3 <= 5.422003
PC9 <= 1.943403
PC16 > 0.08525795
PC61 <= 0.7707137
PC65 > 0.505168
PC67 <= 0.3189066
-> class 1\|3 [0.990]
Rule 50/161: (48.7/0.2, lift 15.1)
PC3 > 0.3930258
PC14 > 1.418458
PC16 <= 0.08525795
PC45 > -0.4144146
-> class 1\|3 [0.977]
Rule 50/162: (32.1, lift 15.0)
PC3 > 1.630107
PC3 <= 5.422003
PC7 > 1.252206
PC16 > 0.08525795
PC53 <= 1.037077
-> class 1\|3 [0.971]
Rule 50/163: (304.5/9.5, lift 14.9)
PC2 > 2.231518
PC3 > 1.640775
PC5 > -6.561722
PC8 > -2.627135
PC18 <= 0.4005001
PC51 <= -0.7663754
PC80 <= 0.3968048
PC86 > -1.966605
-> class 1\|3 [0.966]
Rule 50/164: (21.5, lift 14.8)
PC1 > -0.3028592
PC2 <= 2.231518
PC14 <= 1.30466
PC15 > -3.157014
PC16 <= 0.08525795
PC26 <= 1.787033
PC48 > -0.4114403
PC69 <= -0.5836473
-> class 1\|3 [0.957]
Rule 50/165: (240.5/16.8, lift 14.3)
PC2 <= 2.231518
PC3 > 1.461406
PC7 <= 1.252206
PC8 <= 2.247697
PC15 > -3.157014
PC16 > 0.08525795
PC44 > -0.7079262
PC45 > -0.5018888
PC53 <= 1.037077
PC55 <= 0.6811348
PC60 <= 1.833433
PC61 <= 0.7707137
PC67 <= 0.3189066
PC76 > -0.8371909
PC100 <= 0.510457
-> class 1\|3 [0.927]
Rule 50/166: (134.8/11.1, lift 14.1)
PC2 <= 2.231518
PC3 > 1.461406
PC3 <= 5.422003
PC7 <= 1.252206
PC9 <= 1.943403
PC16 > 0.08525795
PC37 > 0.2875497
PC45 > -0.5018888
PC53 <= 1.037077
PC55 <= 0.6811348
PC60 <= 1.833433
PC67 > -0.444327
PC67 <= 0.3189066
-> class 1\|3 [0.912]
Rule 50/167: (13.6/4.4, lift 10.1)
PC1 > -0.3028592
PC2 > -0.3112209
PC7 <= -0.2138148
PC15 <= -3.157014
-> class 1\|3 [0.653]
Rule 50/168: (4396.4/3402.9, lift 3.5)
PC1 > -0.3028592
PC2 <= 2.231518
-> class 1\|3 [0.226]
Rule 50/169: (45.8, lift 13.0)
PC8 > 1.988585
PC10 <= -0.4068872
PC15 <= -1.08941
PC89 <= 0.5533978
-> class 2\|0 [0.979]
Rule 50/170: (25.2/1.4, lift 12.2)
PC1 <= -0.3028592
PC8 > 1.988585
PC17 > 0.4777961
PC21 > -0.248798
PC60 <= -0.01839448
-> class 2\|0 [0.913]
Rule 50/171: (40/2.9, lift 12.1)
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 <= -0.1786643
PC32 > 1.071236
PC36 <= 0.797594
PC49 <= 0.3436811
PC87 > 0.02162136
-> class 2\|0 [0.907]
Rule 50/172: (48.5/5.6, lift 11.6)
PC1 <= -0.3028592
PC8 > 1.190268
PC8 <= 1.988585
PC19 <= -0.3854837
PC26 <= 1.860836
PC32 <= 1.071236
PC63 <= -0.01194157
-> class 2\|0 [0.869]
Rule 50/173: (962.1/443.5, lift 7.2)
PC1 > -0.3028592
PC1 <= -0.2019541
PC2 <= 2.231518
PC25 <= -0.08540493
PC97 > -0.1569582
-> class 2\|0 [0.539]
Rule 50/174: (1637.8/824.1, lift 6.6)
PC1 <= -0.3028592
PC8 > 1.988585
PC26 <= 4.180573
PC36 <= 0.797594
-> class 2\|0 [0.497]
Rule 50/175: (136.9/75.8, lift 5.9)
PC1 > -0.2019541
PC3 <= 0.3930258
PC8 > -0.1526319
PC9 <= -0.1601986
PC21 > -0.2623605
-> class 2\|0 [0.447]
Rule 50/176: (152.3, lift 10.6)
PC1 <= -1.390956
PC5 <= 1.629143
PC8 > 1.988585
PC11 > -0.3195422
PC21 <= -0.248798
PC26 <= 4.180573
-> class 2\|1 [0.994]
Rule 50/177: (73.5, lift 10.5)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.1786643
PC32 > 1.071236
PC49 <= 0.3436811
-> class 2\|1 [0.987]
Rule 50/178: (72.9, lift 10.5)
PC1 > -4.570809
PC1 <= -0.3028592
PC8 > 1.988585
PC21 > -0.248798
PC29 > 0.1246052
PC60 <= -0.01839448
PC69 <= 0.3280344
-> class 2\|1 [0.987]
Rule 50/179: (38.9, lift 10.4)
PC1 <= -0.3028592
PC8 > 1.988585
PC10 > 0.5683248
PC60 > -0.01839448
-> class 2\|1 [0.976]
Rule 50/180: (96.3/1.4, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC45 > 0.2947588
PC58 <= -0.1482247
PC63 > -0.01194157
-> class 2\|1 [0.975]
Rule 50/181: (158.5/3.2, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > 0.2795834
PC8 <= 1.988585
PC10 <= -0.04852062
PC24 > -0.2414268
PC32 <= 1.071236
PC63 > -0.01194157
-> class 2\|1 [0.974]
Rule 50/182: (43.1/0.2, lift 10.4)
PC8 > -0.2273773
PC10 > -0.04852062
PC21 > 2.607432
PC63 > -0.01194157
-> class 2\|1 [0.974]
Rule 50/183: (36.3, lift 10.4)
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC24 <= 0.839894
PC36 <= 0.797594
PC44 > 0.9918954
PC63 > -0.01194157
-> class 2\|1 [0.974]
Rule 50/184: (64.5/0.8, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > 1.190268
PC8 <= 1.988585
PC19 > -0.3854837
PC32 <= 1.071236
PC63 <= -0.01194157
PC71 > -1.085969
-> class 2\|1 [0.973]
Rule 50/185: (34.6, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC21 <= 2.607432
PC30 > -0.146873
PC46 <= 1.728501
PC59 > -0.2226959
PC74 <= 0.6011673
PC82 <= -0.1843163
PC98 <= 0.06901895
-> class 2\|1 [0.973]
Rule 50/186: (39.1/0.2, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC92 <= -1.178071
PC99 <= 1.041684
-> class 2\|1 [0.972]
Rule 50/187: (324.7/8.3, lift 10.4)
PC1 > -4.570809
PC1 <= -0.3028592
PC8 > 1.988585
PC8 <= 5.638007
PC15 > -1.08941
PC21 > -0.248798
PC34 > -0.6209064
PC60 <= -0.01839448
PC69 <= 0.3280344
PC89 <= 0.5533978
-> class 2\|1 [0.972]
Rule 50/188: (32.5, lift 10.3)
PC1 <= -0.3028592
PC8 > 1.988585
PC34 > 0.4300883
PC84 <= -0.1833188
-> class 2\|1 [0.971]
Rule 50/189: (27.9, lift 10.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC49 <= 0.3084636
PC63 <= -0.01194157
PC87 <= -0.8686969
-> class 2\|1 [0.967]
Rule 50/190: (40.1/0.4, lift 10.3)
PC1 <= -0.3028592
PC8 > 1.988585
PC11 > -0.6403958
PC72 > 0.8327367
-> class 2\|1 [0.966]
Rule 50/191: (61.5/1.2, lift 10.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > 1.190268
PC8 <= 1.988585
PC26 > 1.860836
PC63 <= -0.01194157
-> class 2\|1 [0.965]
Rule 50/192: (37.4/0.4, lift 10.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC12 > -2.780835
PC24 <= 0.839894
PC32 <= 1.071236
PC63 > -0.01194157
PC67 <= -0.3791652
-> class 2\|1 [0.965]
Rule 50/193: (25.6, lift 10.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC10 <= 0.5683248
PC11 > -0.6403958
PC21 > -0.248798
PC54 <= -2.008829
PC74 <= -0.451249
PC97 > -0.129299
-> class 2\|1 [0.964]
Rule 50/194: (23.5, lift 10.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC63 > -0.01194157
PC99 > 1.425039
-> class 2\|1 [0.961]
Rule 50/195: (22.7, lift 10.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC28 <= -0.2738551
PC56 > 0.2843107
-> class 2\|1 [0.960]
Rule 50/196: (106.2/3.5, lift 10.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC12 > -2.780835
PC24 <= 0.839894
PC26 > -2.430872
PC32 <= 1.071236
PC36 <= 0.797594
PC45 <= -0.006751917
PC63 > -0.01194157
PC74 <= 0.6011673
-> class 2\|1 [0.958]
Rule 50/197: (26.3/0.2, lift 10.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.04852062
PC12 > -2.780835
PC24 <= 0.839894
PC30 <= -0.146873
PC45 > -0.006751917
PC47 > -0.4460302
PC63 > -0.01194157
PC67 > -0.3791652
-> class 2\|1 [0.957]
Rule 50/198: (131.5/4.9, lift 10.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC12 > -2.780835
PC36 <= 0.797594
PC47 <= -0.4460302
PC63 > -0.01194157
PC74 <= 0.6011673
-> class 2\|1 [0.956]
Rule 50/199: (19.8, lift 10.2)
PC1 > -0.3028592
PC1 <= 15.92312
PC6 <= -2.2305
PC8 <= 1.32482
PC15 > -3.157014
PC19 <= -1.661511
-> class 2\|1 [0.954]
Rule 50/200: (57.8/1.7, lift 10.2)
PC1 > -0.2019541
PC3 <= 0.3930258
PC8 > -0.1526319
PC9 <= -0.1601986
PC19 > -1.661511
PC21 > -0.2623605
PC31 > -0.5691792
PC33 > -0.02442696
PC36 <= 0.2470704
-> class 2\|1 [0.954]
Rule 50/201: (18.7, lift 10.1)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC12 > -2.780835
PC45 > -0.006751917
PC45 <= 0.2947588
PC63 > -0.01194157
PC100 <= -0.8929599
-> class 2\|1 [0.952]
Rule 50/202: (63.8/2.1, lift 10.1)
PC1 <= -0.3028592
PC2 <= 2.231518
PC4 > 0.01242219
PC8 > -0.2273773
PC8 <= 1.190268
PC36 <= 0.797594
PC63 <= -0.01194157
-> class 2\|1 [0.952]
Rule 50/203: (54.5/2, lift 10.1)
PC1 <= -0.3028592
PC8 > 1.988585
PC11 <= -0.6403958
PC20 > -0.1681042
PC60 > -0.01839448
-> class 2\|1 [0.947]
Rule 50/204: (394.1/21.5, lift 10.0)
PC1 > -4.570809
PC1 <= -0.3028592
PC8 > 1.988585
PC8 <= 5.638007
PC10 > -0.4068872
PC17 <= 0.4777961
PC21 > -0.248798
PC34 > -0.6209064
PC53 <= 1.326225
PC60 <= -0.01839448
PC69 <= 0.3280344
PC89 <= 0.5533978
-> class 2\|1 [0.943]
Rule 50/205: (73.6/3.3, lift 10.0)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC63 <= -0.01194157
PC99 > 1.041684
-> class 2\|1 [0.943]
Rule 50/206: (48/2, lift 10.0)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC32 > 1.071236
PC49 <= 0.3436811
PC87 <= 0.02162136
-> class 2\|1 [0.940]
Rule 50/207: (75.3/4.2, lift 9.9)
PC8 > -0.2273773
PC10 > -0.04852062
PC19 <= -1.633033
PC24 <= 0.839894
PC32 <= 1.071236
PC45 > -0.006751917
PC59 > -0.2226959
PC63 > -0.01194157
PC67 > -0.3791652
PC99 <= 1.425039
-> class 2\|1 [0.933]
Rule 50/208: (33.5/1.4, lift 9.9)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC36 <= 0.797594
PC46 > 1.728501
PC63 > -0.01194157
-> class 2\|1 [0.933]
Rule 50/209: (69.8/4.5, lift 9.8)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC12 > -2.780835
PC30 > -0.146873
PC45 <= 0.2947588
PC63 > -0.01194157
PC93 <= 0.08484361
PC98 > 0.06901895
-> class 2\|1 [0.924]
Rule 50/210: (150.3/10.8, lift 9.8)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.04852062
PC45 > -0.006751917
PC59 <= -0.2226959
PC63 > -0.01194157
PC74 <= 0.6011673
-> class 2\|1 [0.922]
Rule 50/211: (83.8/7.8, lift 9.6)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC12 > -2.780835
PC24 <= 0.839894
PC47 > 0.1870073
PC63 > -0.01194157
PC67 > -0.3791652
PC98 > 0.06901895
-> class 2\|1 [0.898]
Rule 50/212: (36.2/3, lift 9.5)
PC2 <= -9.120993
PC8 <= -0.2273773
-> class 2\|1 [0.896]
Rule 50/213: (6.5, lift 9.4)
PC2 <= 2.231518
PC8 <= -0.2273773
PC22 <= 1.182491
PC29 <= -0.2591521
PC43 <= -1.519546
-> class 2\|1 [0.883]
Rule 50/214: (39.4/3.9, lift 9.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 <= 4.756855
PC22 <= 1.182491
PC30 > 0.2182368
PC87 <= -0.7578653
-> class 2\|1 [0.881]
Rule 50/215: (10.8/0.5, lift 9.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC11 <= 4.756855
PC22 <= 1.182491
PC75 <= -1.833494
PC87 <= -0.7578653
-> class 2\|1 [0.881]
Rule 50/216: (60.5/8.2, lift 9.1)
PC1 <= -0.3028592
PC8 > 1.988585
PC74 <= -0.451249
PC97 <= -0.129299
-> class 2\|1 [0.853]
Rule 50/217: (4.2, lift 8.9)
PC8 > -3.393956
PC15 > 3.421718
PC22 <= 1.182491
PC79 > 0.4815935
-> class 2\|1 [0.838]
Rule 50/218: (123.3/20.1, lift 8.9)
PC1 <= -0.3028592
PC8 > 1.988585
PC26 <= 4.180573
PC46 > 1.406275
-> class 2\|1 [0.832]
Rule 50/219: (16.3/2.4, lift 8.7)
PC1 <= -0.3028592
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > 4.756855
PC22 <= 1.182491
PC43 > -1.519546
PC72 <= 3.897374
PC73 > 0.9392994
-> class 2\|1 [0.815]
Rule 50/220: (80.1/20.9, lift 7.8)
PC1 <= -0.3028592
PC8 > 1.988585
PC16 > 0.5844321
PC21 > -0.248798
-> class 2\|1 [0.733]
Rule 50/221: (16.5/4.3, lift 7.6)
PC1 > -0.3028592
PC3 <= 0.3930258
PC8 <= -0.1526319
PC15 > -3.157014
PC54 <= -3.347882
-> class 2\|1 [0.712]
Rule 50/222: (237.2/1.4, lift 11.7)
PC1 <= -0.3028592
PC2 > -9.120993
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC19 > -3.368043
PC22 <= 1.182491
PC26 <= 3.029306
PC47 <= 0.6332861
PC57 <= -0.1485425
PC76 <= 0.5437125
PC78 > -0.1121761
PC87 > -0.7578653
-> class 2\|2 [0.990]
Rule 50/223: (183.7/1.1, lift 11.7)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.04852062
PC19 > -1.633033
PC30 > -0.146873
PC45 > -0.006751917
PC45 <= 0.2947588
PC46 <= 1.728501
PC47 > -0.4460302
PC59 > -0.2226959
PC63 > -0.01194157
PC67 > -0.3791652
PC82 > -0.1843163
PC98 <= 0.06901895
PC99 <= 1.425039
PC100 > -0.8929599
-> class 2\|2 [0.988]
Rule 50/224: (91.4/0.6, lift 11.6)
PC1 <= -0.3028592
PC8 > -3.052472
PC8 <= -0.2273773
PC11 > 4.756855
PC22 <= 1.182491
PC73 <= 0.9392994
-> class 2\|2 [0.983]
Rule 50/225: (98.2/0.7, lift 11.6)
PC1 <= -0.3028592
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.04852062
PC12 <= -2.780835
PC21 <= 2.607432
PC32 <= 1.071236
PC44 <= 0.9918954
-> class 2\|2 [0.983]
Rule 50/226: (216.7/3.8, lift 11.5)
PC1 <= -0.3028592
PC2 > -9.120993
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC13 > -1.212704
PC19 > -3.368043
PC20 <= 0.569308
PC38 > -0.06801012
PC40 <= 0.009732706
PC42 > -0.7110608
PC42 <= -0.144099
PC43 <= 0.9829425
PC47 > -0.9152054
PC62 > -1.29437
PC76 <= 0.2568888
PC78 > -0.2518843
PC87 > -0.7578653
PC94 <= 0.5567049
-> class 2\|2 [0.978]
Rule 50/227: (41.8, lift 11.5)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC38 > -0.06801012
PC68 <= -1.363614
PC87 > -0.7578653
-> class 2\|2 [0.977]
Rule 50/228: (50.1/0.2, lift 11.5)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.421718
PC27 <= -0.2334193
PC38 > -0.06801012
PC42 > -0.7110608
PC42 <= -0.144099
PC62 > -1.29437
PC76 > 0.2568888
-> class 2\|2 [0.977]
Rule 50/229: (35.3, lift 11.5)
PC1 > -0.3028592
PC1 <= 12.55189
PC2 <= 2.231518
PC3 <= 0.3930258
PC8 <= -0.1526319
PC15 > -3.157014
PC19 > -1.661511
PC98 > 0.3673541
PC100 > -1.79497
-> class 2\|2 [0.973]
Rule 50/230: (41.3/0.3, lift 11.5)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.421718
PC19 > -3.368043
PC38 > -0.06801012
PC73 <= -0.5715255
PC87 > -0.7578653
PC94 <= 0.5567049
-> class 2\|2 [0.971]
Rule 50/231: (29.5, lift 11.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC21 <= 2.607432
PC32 <= 1.071236
PC63 > -0.01194157
PC67 > -0.3791652
PC74 > 0.6011673
PC99 <= 1.425039
-> class 2\|2 [0.968]
Rule 50/232: (28, lift 11.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC19 > -3.368043
PC20 > 0.7229795
PC22 <= 1.182491
-> class 2\|2 [0.967]
Rule 50/233: (84.2/2.3, lift 11.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC10 > -0.04852062
PC19 > -1.633033
PC30 > -0.146873
PC46 <= 1.728501
PC47 <= 0.1870073
PC59 > -0.2226959
PC63 > -0.01194157
PC93 > 0.08484361
PC98 > 0.06901895
PC99 <= 1.425039
-> class 2\|2 [0.962]
Rule 50/234: (182.3/8.4, lift 11.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -2.982366
PC8 <= -0.2273773
PC13 > -1.212704
PC22 <= 1.182491
PC29 > -0.2591521
PC43 <= -1.519546
PC87 <= 6.593572
-> class 2\|2 [0.949]
Rule 50/235: (54.9/2.1, lift 11.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC24 > 0.839894
PC32 <= 1.071236
PC63 > -0.01194157
-> class 2\|2 [0.946]
Rule 50/236: (15.2, lift 11.1)
PC1 > -0.3028592
PC2 <= 2.231518
PC8 > -0.1526319
PC9 <= -0.1601986
PC19 > -1.661511
PC21 <= -0.2623605
-> class 2\|2 [0.942]
Rule 50/237: (12.5, lift 11.0)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 <= 4.756855
PC22 <= 1.182491
PC28 > -0.2738551
PC30 <= 0.2182368
PC63 <= 1.976867
PC72 > 0.8485894
PC87 <= -0.7578653
-> class 2\|2 [0.931]
Rule 50/238: (12.3, lift 11.0)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC20 > 0.3911802
PC22 <= 1.182491
PC30 <= 0.2182368
PC87 <= -0.7578653
-> class 2\|2 [0.930]
Rule 50/239: (9.4, lift 10.7)
PC1 > -0.3028592
PC1 <= 12.55189
PC3 <= 0.3930258
PC8 <= -0.1526319
PC9 <= -0.1601986
PC15 > -3.157014
PC29 <= -0.1354575
PC54 > -3.347882
-> class 2\|2 [0.911]
Rule 50/240: (15.4/0.6, lift 10.7)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 <= 4.756855
PC63 > 1.976867
PC75 > -1.833494
PC87 <= -0.7578653
-> class 2\|2 [0.909]
Rule 50/241: (70.9/5.8, lift 10.7)
PC8 > -3.393956
PC8 <= -0.2273773
PC9 > 6.933325
PC19 > -3.368043
PC22 <= 1.182491
PC38 <= -0.06801012
PC76 <= 0.3322757
PC87 > -0.7578653
-> class 2\|2 [0.906]
Rule 50/242: (8.6, lift 10.7)
PC1 <= -0.3028592
PC8 > 1.190268
PC8 <= 1.988585
PC32 <= 1.071236
PC63 <= -0.01194157
PC71 <= -1.085969
-> class 2\|2 [0.906]
Rule 50/243: (115.1/10.1, lift 10.7)
PC8 > -3.393956
PC8 <= -0.2273773
PC19 > 3.016936
PC43 > -1.519546
PC51 > 0.2323646
PC76 <= 0.3322757
-> class 2\|2 [0.905]
Rule 50/244: (151.6/13.8, lift 10.7)
PC2 > -9.120993
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC22 <= 1.061937
PC26 > 1.913723
PC31 > -0.5660677
PC55 > -0.4301633
PC76 <= 0.3322757
-> class 2\|2 [0.904]
Rule 50/245: (241.2/23.2, lift 10.6)
PC1 <= -0.3028592
PC2 > -9.120993
PC2 <= 2.231518
PC8 > -1.581418
PC8 <= -0.2273773
PC19 > -3.368043
PC22 <= 1.182491
PC57 <= -0.1485425
PC87 > -0.7578653
-> class 2\|2 [0.901]
Rule 50/246: (80.7/7.7, lift 10.6)
PC1 <= -0.3028592
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.421718
PC19 > 2.627846
PC38 > -0.06801012
PC62 > -1.29437
PC94 <= 0.5567049
-> class 2\|2 [0.895]
Rule 50/247: (12.3/0.6, lift 10.5)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 <= 4.756855
PC15 <= 3.421718
PC38 > -0.06801012
PC42 > -0.144099
PC43 > -1.519546
PC87 > -0.7578653
PC94 <= -0.7929602
-> class 2\|2 [0.890]
Rule 50/248: (6.7, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 1.988585
PC45 > 0.2947588
PC58 > -0.1482247
PC63 > -0.01194157
-> class 2\|2 [0.885]
Rule 50/249: (115.4/12.7, lift 10.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC4 <= 0.01242219
PC8 > -0.2273773
PC8 <= 1.190268
PC11 > -0.6801308
PC14 > -1.588971
PC29 <= 0.2676151
PC49 <= 0.3084636
PC59 > -0.6449376
PC63 <= -0.01194157
PC68 <= 1.74373
PC87 > -0.8686969
PC99 <= 1.041684
-> class 2\|2 [0.883]
Rule 50/250: (11.3/0.7, lift 10.3)
PC1 > -0.3028592
PC3 <= 0.3930258
PC15 > -3.157014
PC19 > -1.661511
PC21 > -0.2623605
PC31 <= -0.5691792
-> class 2\|2 [0.874]
Rule 50/251: (43.2/5, lift 10.2)
PC1 <= -0.6007821
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC13 > -1.212704
PC17 <= -0.7384679
PC22 > 1.182491
PC66 > -1.598383
PC89 <= 0.4153433
-> class 2\|2 [0.867]
Rule 50/252: (29.4/3.5, lift 10.1)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -3.816464
PC15 <= 3.421718
PC22 <= 1.182491
PC52 <= -0.4311869
PC87 > -0.7578653
-> class 2\|2 [0.858]
Rule 50/253: (53.8/10.9, lift 9.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -3.816464
PC15 <= 3.421718
PC51 > 0.415072
PC57 > -0.1485425
PC87 > -0.7578653
-> class 2\|2 [0.787]
Rule 50/254: (16.7/3.2, lift 9.2)
PC1 <= -0.3028592
PC5 <= 1.629143
PC8 > 1.988585
PC11 <= -0.3195422
PC21 <= -0.248798
-> class 2\|2 [0.777]
Rule 50/255: (26.4/7.3, lift 8.4)
PC1 <= -0.3028592
PC5 > 1.629143
PC8 > 1.988585
PC21 <= -0.248798
PC26 <= 4.180573
PC36 <= 0.797594
-> class 2\|2 [0.709]
Rule 50/256: (13.6/4.1, lift 7.9)
PC1 <= -0.3028592
PC8 <= -3.393956
PC43 <= 1.878197
PC46 > 0.413817
PC50 > 0.1001369
-> class 2\|2 [0.673]
Rule 50/257: (20.9/8.9, lift 6.7)
PC1 > -0.3028592
PC1 <= -0.2019541
PC2 <= 2.231518
PC25 > -0.08540493
PC27 <= -0.1411613
-> class 2\|2 [0.568]
Rule 50/258: (113.1/56.6, lift 5.9)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > 0.2795834
PC8 <= 1.988585
PC24 <= -0.2414268
PC63 > -0.01194157
-> class 2\|2 [0.500]
Rule 50/259: (101.7, lift 8.3)
PC1 > -0.3028592
PC1 <= 12.55189
PC2 <= 2.231518
PC3 <= 0.3930258
PC8 <= -0.1526319
PC15 > -3.157014
PC19 > -1.661511
PC29 > -0.1354575
PC58 <= 0.8590334
PC71 > -1.398771
PC71 <= 0.5719942
PC98 <= 0.3673541
-> class 2\|3 [0.990]
Rule 50/260: (64, lift 8.3)
PC1 > -0.2019541
PC2 <= -0.3112209
PC7 <= -0.2138148
PC15 <= -3.157014
PC36 > -4.764976
PC50 > -0.4994218
PC79 > -0.3699443
-> class 2\|3 [0.985]
Rule 50/261: (92.4/0.9, lift 8.3)
PC8 <= -3.393956
PC13 <= 0.5213512
PC43 <= 1.878197
PC47 > -0.3317296
PC64 <= 0.09154131
PC85 > 0.1985633
PC85 <= 0.4908885
PC100 > 0.05330182
-> class 2\|3 [0.980]
Rule 50/262: (107.8/1.3, lift 8.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 > -3.816464
PC11 <= 4.756855
PC22 <= 1.182491
PC43 > 0.9829425
PC57 > -0.1485425
PC76 <= 0.2568888
PC87 > -0.7578653
-> class 2\|3 [0.979]
Rule 50/263: (38, lift 8.2)
PC1 <= -0.3028592
PC8 <= -3.393956
PC42 <= -0.5100476
PC43 <= 1.878197
PC47 <= -0.3317296
-> class 2\|3 [0.975]
Rule 50/264: (31.8, lift 8.2)
PC1 > -0.3028592
PC2 <= -0.3112209
PC7 <= -0.2138148
PC15 <= -3.157014
PC43 <= -0.2012475
PC50 > -0.4994218
-> class 2\|3 [0.970]
Rule 50/265: (27.8, lift 8.1)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC20 > 0.569308
PC43 > -1.519546
PC57 > -0.1485425
-> class 2\|3 [0.966]
Rule 50/266: (26.4, lift 8.1)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 <= -0.2273773
PC22 > 1.182491
PC66 <= -1.598383
-> class 2\|3 [0.965]
Rule 50/267: (159.2/6.5, lift 8.0)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC11 <= 4.756855
PC19 > -2.010088
PC28 > -0.1430286
PC38 <= -0.06801012
PC43 > -1.519546
PC57 > -0.1485425
PC76 > 0.3322757
PC87 > -0.7578653
-> class 2\|3 [0.953]
Rule 50/268: (59/2.1, lift 8.0)
PC2 <= 2.231518
PC8 <= -0.2273773
PC11 <= 4.756855
PC22 <= 1.182491
PC27 > -0.2334193
PC28 > -0.2738551
PC38 > -0.06801012
PC42 <= -0.144099
PC57 > -0.1485425
PC76 > 0.2568888
PC94 <= 0.5567049
-> class 2\|3 [0.949]
Rule 50/269: (16.7, lift 8.0)
PC1 <= -0.3028592
PC8 <= -3.393956
PC22 <= -1.667393
PC43 <= 1.878197
PC85 > 0.4908885
-> class 2\|3 [0.947]
Rule 50/270: (14.2, lift 7.9)
PC1 <= -0.3028592
PC2 <= 2.231518
PC22 <= 1.182491
PC57 <= -0.1485425
PC76 > 0.5437125
PC78 > -0.1121761
-> class 2\|3 [0.938]
Rule 50/271: (5.8, lift 7.3)
PC8 <= -3.393956
PC18 > 0.2099423
PC43 > 1.878197
-> class 2\|3 [0.872]
Rule 50/272: (67.6/8, lift 7.3)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 <= -0.2273773
PC17 > 0.2984003
PC43 <= 1.878197
PC47 <= -0.3317296
PC69 <= 0.03042231
PC85 <= 0.4908885
-> class 2\|3 [0.870]
Rule 50/273: (11825.8/9457.9, lift 1.7)
PC2 <= 2.231518
-> class 2\|3 [0.200]
Rule 50/274: (214.4, lift 19.4)
PC1 <= -0.3028592
PC8 <= -3.393956
PC18 <= 0.2099423
PC43 > 1.878197
-> class 2\|4 [0.995]
Rule 50/275: (204.1/0.7, lift 19.3)
PC2 <= 2.231518
PC8 <= -3.393956
PC13 <= 0.5213512
PC16 <= 0.3685372
PC22 > -1.667393
PC43 > -0.4244435
PC46 <= 0.413817
PC85 > 0.4908885
PC92 <= 0.07184996
-> class 2\|4 [0.992]
Rule 50/276: (79.6, lift 19.2)
PC1 <= -0.3028592
PC8 <= -0.2273773
PC19 <= -3.368043
PC31 > -0.02216431
-> class 2\|4 [0.988]
Rule 50/277: (50, lift 19.1)
PC1 <= -0.3028592
PC8 <= -3.393956
PC13 > 0.5213512
PC46 <= 0.413817
-> class 2\|4 [0.981]
Rule 50/278: (172.1/2.7, lift 19.1)
PC2 <= 2.231518
PC8 <= -3.393956
PC13 <= 0.5213512
PC46 <= 0.413817
PC64 > 0.09154131
PC85 > 0.1985633
PC85 <= 0.4908885
-> class 2\|4 [0.979]
Rule 50/279: (143.5/3.1, lift 18.9)
PC8 <= -3.393956
PC17 > 0.2984003
PC42 > -0.5100476
PC46 <= 0.413817
PC47 <= -0.3317296
PC69 > 0.03042231
PC85 <= 0.4908885
-> class 2\|4 [0.972]
Rule 50/280: (145.8/3.8, lift 18.9)
PC2 <= 2.231518
PC8 <= -3.393956
PC13 <= 0.5213512
PC22 > -1.667393
PC25 <= 0.2079864
PC43 <= 1.878197
PC46 <= 0.413817
PC85 > 0.4908885
-> class 2\|4 [0.968]
Rule 50/281: (76.3/1.8, lift 18.8)
PC1 <= -0.3028592
PC2 > -9.120993
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC17 > -0.7384679
PC22 > 1.182491
PC96 <= 0.1535768
-> class 2\|4 [0.964]
Rule 50/282: (22.8, lift 18.7)
PC1 > -0.3028592
PC3 <= 0.3930258
PC9 <= -0.1601986
PC15 > -3.157014
PC19 > -1.661511
PC71 > 0.5719942
PC100 > -1.79497
-> class 2\|4 [0.960]
Rule 50/283: (32.4/0.5, lift 18.6)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 <= -0.2273773
PC10 <= -0.2142037
PC65 > 0.9605793
-> class 2\|4 [0.955]
Rule 50/284: (18.2, lift 18.5)
PC8 <= -3.393956
PC46 <= 0.413817
PC47 > -0.3317296
PC85 > 0.1985633
PC87 > 0.3826352
PC100 <= 0.05330182
-> class 2\|4 [0.950]
Rule 50/285: (40.1/1.4, lift 18.4)
PC1 <= -0.3028592
PC8 > -3.393956
PC8 <= -0.2273773
PC19 <= -3.368043
PC56 <= 0.02460346
-> class 2\|4 [0.944]
Rule 50/286: (86.5/4.1, lift 18.4)
PC1 > -0.3028592
PC2 <= -0.3112209
PC15 <= -3.157014
PC43 > -0.2012475
PC79 <= -0.3699443
-> class 2\|4 [0.942]
Rule 50/287: (35.6/2.1, lift 17.9)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC10 <= 0.01438939
PC38 <= -0.06801012
PC55 <= -0.4301633
PC76 <= 0.3322757
PC87 > -0.7578653
-> class 2\|4 [0.917]
Rule 50/288: (8.5, lift 17.6)
PC1 > -0.3028592
PC36 <= -4.764976
-> class 2\|4 [0.905]
Rule 50/289: (101.7/9.2, lift 17.6)
PC2 <= 2.231518
PC8 <= -3.393956
PC44 > 0.9053153
PC46 <= 0.413817
PC47 <= -0.3317296
-> class 2\|4 [0.902]
Rule 50/290: (6.8, lift 17.2)
PC1 <= -0.3028592
PC8 > -3.393956
PC19 <= -2.010088
PC43 > -1.519546
PC57 > -0.1485425
PC76 > 0.3322757
-> class 2\|4 [0.881]
Rule 50/291: (4.8, lift 16.6)
PC2 <= 2.231518
PC8 <= -3.393956
PC63 <= -5.356032
-> class 2\|4 [0.854]
Rule 50/292: (51.6/10.7, lift 15.2)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC28 <= -0.2738551
PC56 <= 0.2843107
-> class 2\|4 [0.782]
Rule 50/293: (15.7/3.6, lift 14.4)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 <= -0.2273773
PC11 <= 4.756855
PC15 <= 3.421718
PC29 > 0.3446466
PC52 > -0.4311869
PC57 > -0.1485425
-> class 2\|4 [0.741]
Rule 50/294: (15.1/4.2, lift 13.5)
PC1 <= -0.3028592
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC28 <= -0.1430286
PC76 > 0.3322757
PC87 > -0.7578653
-> class 2\|4 [0.693]
Rule 50/295: (149.2/49.3, lift 13.0)
PC1 <= -0.3028592
PC2 <= 2.231518
PC11 <= -3.816464
PC87 > -0.7578653
-> class 2\|4 [0.667]
Default class: 2\|3
----- Trial 51: -----
Rules:
Rule 51/1: (67.8, lift 17.3)
PC2 > 2.579857
PC18 > 1.574468
PC27 <= 1.865097
PC59 > -2.114046
PC91 <= 3.159646
PC100 <= -1.469016
-> class 0\|0 [0.986]
Rule 51/2: (112.6/1, lift 17.2)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC26 <= 0.6106197
PC41 <= 0.5485136
PC43 <= 1.781402
PC59 > -2.114046
PC86 <= -1.24345
-> class 0\|0 [0.982]
Rule 51/3: (124.8/1.4, lift 17.2)
PC15 > -0.651148
PC18 > 1.574468
PC26 <= 0.6106197
PC39 <= 1.734369
PC62 <= -1.128852
PC72 > -1.445022
PC82 > -1.121691
PC97 <= 0.4267278
PC98 > -1.262157
-> class 0\|0 [0.981]
Rule 51/4: (39.8, lift 17.1)
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC39 > 1.734369
PC59 > -2.114046
PC82 > -1.121691
PC86 > -1.24345
PC91 > -1.896513
-> class 0\|0 [0.975]
Rule 51/5: (53/0.5, lift 17.0)
PC7 > -0.9006965
PC13 > -2.655839
PC13 <= 8.891523
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC30 <= 2.630275
PC59 > -2.114046
PC82 > -1.121691
PC91 > 0.4755529
PC97 <= 0.4267278
PC99 <= -0.04279222
-> class 0\|0 [0.972]
Rule 51/6: (30.8, lift 17.0)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC15 > -0.651148
PC18 > -0.6495812
PC26 <= 0.6106197
PC30 <= 2.630275
PC59 > -2.114046
PC91 > -1.896513
PC95 > 0.6812794
PC99 <= -0.04279222
-> class 0\|0 [0.969]
Rule 51/7: (30.5, lift 17.0)
PC7 > -0.9006965
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC27 <= 1.865097
PC43 <= -1.166289
PC59 > -2.114046
PC72 > -1.445022
PC91 > -1.896513
PC97 > 0.4267278
-> class 0\|0 [0.969]
Rule 51/8: (338.2/10.1, lift 16.9)
PC1 > -0.7883886
PC7 > -0.9006965
PC13 > -2.655839
PC13 <= 8.891523
PC17 > -0.1378038
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC31 <= 0.2286633
PC47 <= 0.4973541
PC56 <= 0.6137891
PC64 <= 1.584733
PC72 > -1.445022
PC91 > -1.301775
PC95 <= 0.8596638
PC97 <= 0.4267278
PC98 > -1.262157
PC99 > -0.04279222
-> class 0\|0 [0.967]
Rule 51/9: (23.2, lift 16.8)
PC7 <= -0.9006965
PC18 > 1.574468
PC26 <= 0.6106197
PC41 <= 0.5485136
PC55 > 0.3990142
-> class 0\|0 [0.960]
Rule 51/10: (31.5/0.4, lift 16.8)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC15 > -0.651148
PC18 > -0.6495812
PC26 <= -0.695217
PC31 <= 0.2509368
PC82 > -1.121691
PC88 <= 0.5475043
PC97 <= 0.4267278
-> class 0\|0 [0.958]
Rule 51/11: (18.1, lift 16.6)
PC2 > 2.579857
PC13 <= 1.65137
PC15 > -0.651148
PC18 > 0.7593552
PC43 <= -2.447127
-> class 0\|0 [0.950]
Rule 51/12: (254/11.9, lift 16.6)
PC1 > -0.7883886
PC7 > -0.9006965
PC13 > -2.655839
PC13 <= -0.2262086
PC17 > -0.1378038
PC18 > 1.574468
PC26 <= 0.6106197
PC59 > -2.114046
PC64 <= 1.584733
PC91 > -1.301775
PC91 <= 3.159646
PC95 <= 0.8596638
PC97 <= 0.4267278
PC98 > -1.262157
PC99 > -0.04279222
-> class 0\|0 [0.950]
Rule 51/13: (45.4/1.5, lift 16.6)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= -0.3155258
PC15 > -0.651148
PC18 > -0.6495812
PC18 <= 1.574468
PC47 <= -0.9183904
-> class 0\|0 [0.948]
Rule 51/14: (17, lift 16.6)
PC13 > -2.655839
PC13 <= 8.891523
PC15 > -0.651148
PC17 > -0.1378038
PC18 > 1.574468
PC26 > -0.695217
PC26 <= 0.6106197
PC39 <= 1.734369
PC82 > -1.121691
PC85 <= -0.7321177
PC91 > -1.896513
PC97 <= 0.4267278
PC98 > -1.262157
-> class 0\|0 [0.947]
Rule 51/15: (16.5, lift 16.6)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC91 > -1.896513
PC91 <= 3.159646
PC97 > 0.4267278
PC98 > -1.262157
PC99 > 1.035885
-> class 0\|0 [0.946]
Rule 51/16: (15.7, lift 16.5)
PC9 > 0.529448
PC18 > 1.574468
PC82 > -1.121691
PC99 <= -0.04279222
PC100 > -1.469016
-> class 0\|0 [0.943]
Rule 51/17: (36/1.2, lift 16.5)
PC7 > -0.9006965
PC13 > -2.655839
PC13 <= 8.891523
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC30 <= 2.630275
PC39 <= 1.734369
PC72 > -1.445022
PC88 > 0.5475043
PC97 <= 0.4267278
PC98 > -1.262157
PC99 <= -0.04279222
-> class 0\|0 [0.942]
Rule 51/18: (13.2, lift 16.4)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= -0.9006965
PC18 > -0.6495812
PC30 <= -1.663647
PC91 <= 3.159646
-> class 0\|0 [0.934]
Rule 51/19: (30.9/1.5, lift 16.2)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC30 <= 2.630275
PC31 > 0.2509368
-> class 0\|0 [0.924]
Rule 51/20: (9, lift 15.9)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= -0.9006965
PC18 > -0.6495812
PC26 <= 0.6106197
PC69 > 0.89635
-> class 0\|0 [0.909]
Rule 51/21: (27.7/1.9, lift 15.8)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC59 > -2.114046
PC76 > 2.726436
PC91 <= 3.159646
-> class 0\|0 [0.903]
Rule 51/22: (7.2, lift 15.6)
PC7 > -0.9006965
PC18 > 1.574468
PC26 > 0.5595937
PC26 <= 0.6106197
PC86 > -1.24345
PC97 > 0.4267278
PC98 > -1.262157
-> class 0\|0 [0.891]
Rule 51/23: (44.5/4.8, lift 15.3)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= -0.9006965
PC18 > -0.6495812
PC26 <= 0.6106197
PC31 > 0.001927556
PC41 <= 0.5485136
-> class 0\|0 [0.876]
Rule 51/24: (18/1.7, lift 15.1)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 0.7593552
PC18 <= 1.574468
PC60 <= -0.9760237
PC80 <= 0.6358552
-> class 0\|0 [0.863]
Rule 51/25: (5.1, lift 15.0)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC18 > -0.6495812
PC59 <= -2.114046
PC71 <= -0.5508063
-> class 0\|0 [0.858]
Rule 51/26: (4.6, lift 14.9)
PC18 > 0.7593552
PC18 <= 0.7599854
-> class 0\|0 [0.848]
Rule 51/27: (174/29.4, lift 14.5)
PC2 > 2.579857
PC3 <= 1.640775
PC6 > 0.1746644
PC13 <= 1.65137
PC15 > -0.651148
PC18 > -0.6495812
-> class 0\|0 [0.827]
Rule 51/28: (130.3/25.4, lift 14.0)
PC7 > -0.9006965
PC7 <= -0.79344
PC13 > -2.655839
PC17 > -0.1378038
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC82 > -1.121691
PC97 <= 0.4267278
-> class 0\|0 [0.801]
Rule 51/29: (110/0.3, lift 12.1)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 1.65137
PC15 > -0.651148
PC18 > -0.6495812
PC18 <= 0.7593552
PC32 > -0.1149764
PC34 > 0.1974441
PC80 <= 0.6358552
PC83 > -3.670182
-> class 0\|1 [0.989]
Rule 51/30: (65, lift 12.0)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC27 > 1.865097
PC59 > -2.114046
PC64 <= 0.7759411
-> class 0\|1 [0.985]
Rule 51/31: (55.8, lift 12.0)
PC1 <= -0.5221188
PC13 <= 8.891523
PC18 > 1.574468
PC27 <= 1.865097
PC59 <= -2.114046
PC71 > -0.5508063
PC83 > -3.670182
PC93 <= 0.5958865
PC96 <= 2.611007
-> class 0\|1 [0.983]
Rule 51/32: (47.4, lift 12.0)
PC1 <= -0.7883886
PC2 > 2.579857
PC7 > -0.9006965
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC82 > -1.121691
PC91 <= 3.159646
PC97 <= 0.4267278
PC98 > -1.262157
-> class 0\|1 [0.980]
Rule 51/33: (115.7/2.1, lift 11.9)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= 0.3436348
PC9 <= 0.4660531
PC17 > -2.125433
PC18 <= -0.6495812
PC30 > -0.5798313
PC55 > 0.1993428
PC94 > -0.2379779
-> class 0\|1 [0.974]
Rule 51/34: (37.5, lift 11.9)
PC1 > -0.5670417
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 1.65137
PC18 > -0.6495812
PC18 <= 0.7593552
PC34 > 0.1974441
-> class 0\|1 [0.974]
Rule 51/35: (33.3, lift 11.9)
PC2 > 2.579857
PC13 <= 8.891523
PC18 > 1.574468
PC27 <= 1.865097
PC83 > -3.670182
PC91 > 3.159646
-> class 0\|1 [0.972]
Rule 51/36: (39.5/0.3, lift 11.9)
PC2 > 2.579857
PC7 > -0.9006965
PC15 > -0.651148
PC18 > 1.574468
PC72 <= -1.445022
PC76 <= 2.726436
-> class 0\|1 [0.969]
Rule 51/37: (27.9, lift 11.8)
PC13 <= 8.891523
PC18 > 1.574468
PC39 <= 1.734369
PC59 > -2.114046
PC86 > -1.24345
PC91 > -1.896513
PC98 > -3.321252
PC98 <= -1.262157
PC100 > -1.469016
-> class 0\|1 [0.967]
Rule 51/38: (27.2, lift 11.8)
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC27 <= 1.865097
PC91 <= -1.896513
PC98 > -3.321252
PC100 > -1.469016
-> class 0\|1 [0.966]
Rule 51/39: (27.5, lift 11.8)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC26 <= 0.6106197
PC27 <= 1.865097
PC76 <= 2.726436
PC82 <= -1.121691
PC98 > -3.321252
-> class 0\|1 [0.966]
Rule 51/40: (174/5.6, lift 11.8)
PC2 > 2.579857
PC3 <= 1.640775
PC6 <= 0.1746644
PC13 <= 1.65137
PC15 > -0.651148
PC18 > -0.6495812
PC18 <= 0.7593552
PC40 > -2.335613
PC41 > 0.05049452
PC47 > -0.9183904
PC80 <= 0.6358552
PC90 > -1.764218
PC99 <= 1.594266
-> class 0\|1 [0.962]
Rule 51/41: (24, lift 11.8)
PC1 > -0.7883886
PC2 > 2.579857
PC3 <= 1.640775
PC13 > -0.2262086
PC13 <= 8.891523
PC17 > -0.1378038
PC18 > -0.6495812
PC47 > 0.4973541
PC99 > -0.04279222
-> class 0\|1 [0.961]
Rule 51/42: (28.2/0.3, lift 11.7)
PC2 > 2.579857
PC3 <= 1.640775
PC18 <= -0.6495812
PC55 > 0.9090521
PC55 <= 1.076346
-> class 0\|1 [0.958]
Rule 51/43: (28/0.4, lift 11.7)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= -0.6697605
PC15 <= -0.651148
PC18 > -0.6495812
PC72 <= 0.6361522
-> class 0\|1 [0.953]
Rule 51/44: (57.8/1.8, lift 11.7)
PC13 <= 8.891523
PC17 > -0.1378038
PC18 > 1.574468
PC30 > 2.630275
PC59 > -2.114046
PC62 > -1.128852
PC97 <= 0.4267278
PC100 > -1.469016
-> class 0\|1 [0.953]
Rule 51/45: (17.9, lift 11.6)
PC2 > 2.579857
PC3 <= 1.640775
PC13 > -0.3155258
PC13 <= 1.65137
PC18 > -0.6495812
PC18 <= 1.574468
PC47 <= -0.9183904
-> class 0\|1 [0.950]
Rule 51/46: (29.6/0.6, lift 11.6)
PC2 > 2.579857
PC3 <= 1.640775
PC15 <= -0.651148
PC18 > -0.6495812
PC45 > 0.5256948
PC83 > -3.670182
PC86 > -0.1073124
-> class 0\|1 [0.948]
Rule 51/47: (121.9/5.8, lift 11.6)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 1.65137
PC18 > 0.1208674
PC18 <= 0.7593552
PC34 > 0.1974441
PC80 <= 0.6358552
PC83 > -3.670182
PC90 > -1.764218
-> class 0\|1 [0.945]
Rule 51/48: (21.7/0.3, lift 11.6)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC17 > -0.1378038
PC18 > -0.6495812
PC39 <= 1.734369
PC62 > -1.128852
PC76 <= 2.726436
PC86 > -1.24345
PC95 > 0.8596638
PC100 > -1.469016
-> class 0\|1 [0.944]
Rule 51/49: (14.5, lift 11.5)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > -0.6495812
PC34 <= 0.1974441
PC48 <= -1.096851
PC80 <= 0.6358552
-> class 0\|1 [0.940]
Rule 51/50: (13.9, lift 11.5)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC41 > 0.5485136
-> class 0\|1 [0.937]
Rule 51/51: (31.7/1.2, lift 11.4)
PC1 > -0.7883886
PC13 <= 8.891523
PC18 > -0.6495812
PC41 <= 0.5485136
PC59 > -2.114046
PC62 > -1.128852
PC64 > 1.584733
PC99 > -0.04279222
-> class 0\|1 [0.936]
Rule 51/52: (154.4/9.4, lift 11.4)
PC13 <= 8.891523
PC18 > 1.574468
PC26 > 0.6106197
PC43 <= 1.781402
PC53 <= 2.078044
PC59 > -2.114046
PC98 > -3.321252
PC100 > -1.469016
-> class 0\|1 [0.933]
Rule 51/53: (275.6/19.7, lift 11.3)
PC2 > 2.579857
PC3 <= 1.640775
PC6 <= 0.1746644
PC13 <= 1.65137
PC18 > 0.7599854
PC18 <= 1.574468
PC40 > -2.335613
PC43 > -2.447127
PC47 > -0.9183904
PC59 > -3.263467
PC60 > -0.9760237
PC80 <= 0.6358552
PC90 > -1.764218
-> class 0\|1 [0.925]
Rule 51/54: (142.9/10.6, lift 11.3)
PC7 > -0.79344
PC9 <= 0.529448
PC13 <= 8.891523
PC18 > 1.574468
PC26 > -0.695217
PC31 <= 0.2509368
PC59 > -2.114046
PC62 > -1.128852
PC85 > -0.7321177
PC88 <= 0.5475043
PC91 <= 0.4755529
PC95 <= 0.6812794
PC97 <= 0.4267278
PC99 <= -0.04279222
PC100 > -1.469016
-> class 0\|1 [0.920]
Rule 51/55: (117.8/9.1, lift 11.2)
PC7 > -0.9006965
PC13 <= 8.891523
PC15 > -0.651148
PC18 > 1.574468
PC26 <= 0.5595937
PC39 <= 1.734369
PC43 > -1.166289
PC43 <= 1.781402
PC76 <= 2.726436
PC86 > -1.24345
PC97 > 0.4267278
PC98 > -1.262157
PC99 <= 1.035885
PC100 > -1.469016
-> class 0\|1 [0.916]
Rule 51/56: (122.5/9.9, lift 11.2)
PC2 > 2.579857
PC7 <= -0.9006965
PC18 > 1.574468
PC30 > -1.663647
PC31 <= 0.001927556
PC43 <= 1.781402
PC55 <= 0.3990142
PC69 <= 0.89635
PC86 > -1.24345
-> class 0\|1 [0.912]
Rule 51/57: (72.8/5.6, lift 11.2)
PC1 > -0.7883886
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC17 > -0.1378038
PC18 > -0.6495812
PC39 <= 1.734369
PC56 > 0.6137891
PC59 > -2.114046
PC82 > -1.121691
PC86 > -1.24345
PC99 > -0.04279222
PC100 > -1.469016
-> class 0\|1 [0.912]
Rule 51/58: (6.4, lift 10.8)
PC2 > 2.579857
PC3 <= 1.640775
PC5 <= -0.976656
PC18 > -0.6495812
PC18 <= 1.574468
PC41 <= 0.05049452
-> class 0\|1 [0.882]
Rule 51/59: (82.8/9.5, lift 10.7)
PC2 > 2.579857
PC3 <= 1.640775
PC13 <= 8.891523
PC15 > -0.651148
PC18 > -0.6495812
PC18 <= 1.574468
PC34 > 0.1974441
PC80 <= 0.6358552
PC83 > -3.670182
PC87 > 0.2867545
-> class 0\|1 [0.876]
Rule 51/60: (73.7/8.4, lift 10.7)
PC7 > -0.9006965
PC13 <= -2.655839
PC17 > -0.1378038
PC18 > 1.574468
PC39 <= 1.734369
PC62 > -1.128852
PC82 > -1.121691
PC86 > -1.24345
PC98 > -1.262157
PC100 > -1.469016
-> class 0\|1 [0.876]
Rule 51/61: (5.7, lift 10.6)
PC10 <= -6.299334
PC11 <= 0.003633523
PC18 <= -0.6495812
-> class 0\|1 [0.871]
Rule 51/62: (26.3/3.6, lift 10.2)
PC2 > 2.579857
PC13 <= 8.891523
PC15 > -0.651148
PC17 > -0.1378038
PC18 > -0.6495812
PC31 > 0.2286633
PC99 > -0.04279222
-> class 0\|1 [0.838]
Rule 51/63: (61.2/9.4, lift 10.2)
PC7 > -0.9006965
PC13 <= 8.891523
PC15 > -0.651148
PC17 <= -0.1378038
PC18 > 1.574468
PC27 <= 1.865097
PC43 <= 1.781402
PC86 > -1.24345
PC98 > -3.321252
PC100 > -1.469016
-> class 0\|1 [0.836]
Rule 51/64: (4, lift 10.2)
PC2 > 2.579857
PC17 <= -2.125433
PC53 > 3.044981
PC55 > 0.1993428
-> class 0\|1 [0.833]
Rule 51/65: (39.3/12.1, lift 8.3)
PC13 > 8.891523
PC18 > 3.718587
-> class 0\|1 [0.683]
Rule 51/66: (71.1, lift 9.4)
PC2 > 2.579857
PC3 <= 1.640775
PC7 > -0.6032248
PC10 > -6.299334
PC15 > -0.2819429
PC18 <= -0.6495812
PC31 <= -0.3469182
PC53 <= 3.972713
-> class 0\|2 [0.986]
Rule 51/67: (84.8/2.7, lift 9.2)
PC4 <= -7.7002
PC18 <= -0.6495812
PC87 > 0.02870315
-> class 0\|2 [0.958]
Rule 51/68: (15.4/0.5, lift 8.7)
PC4 > 7.486916
PC17 <= -2.125433
PC18 <= -0.6495812
PC55 > 0.1993428
PC55 <= 0.9090521
-> class 0\|2 [0.913]
Rule 51/69: (95.9/12.6, lift 8.2)
PC2 > 2.579857
PC3 <= 1.640775
PC15 <= -0.651148
PC18 > -0.6495812
PC86 <= -0.1073124
-> class 0\|2 [0.861]
Rule 51/70: (7845/5762.9, lift 2.5)
PC2 > 2.579857
-> class 0\|2 [0.265]
Rule 51/71: (199.7, lift 10.9)
PC3 <= 1.640775
PC4 > -7.7002
PC8 <= 0.005125114
PC10 > -1.511999
PC18 <= -1.824607
PC25 > -1.166537
PC30 <= 1.233656
PC31 > -0.3469182
PC55 <= 0.1993428
PC63 <= 1.296047
PC73 > -1.166736
PC78 > -0.1065277
-> class 0\|3 [0.995]
Rule 51/72: (152, lift 10.9)
PC4 > -7.60884
PC4 <= 7.486916
PC17 <= -2.125433
PC18 <= -0.6495812
PC20 <= 1.121512
PC55 > 0.1993428
PC61 <= 0.6593934
-> class 0\|3 [0.994]
Rule 51/73: (120.1, lift 10.8)
PC2 > 2.579857
PC4 > -7.7002
PC18 <= -2.15512
PC34 > -2.323716
PC34 <= -0.05185324
PC36 <= 1.294355
PC45 <= 1.225911
PC62 <= 0.184581
PC63 <= 1.296047
PC65 <= 0.5264435
PC73 > -1.166736
PC78 > -0.1065277
-> class 0\|3 [0.992]
Rule 51/74: (99.3, lift 10.8)
PC2 > 2.579857
PC3 <= 1.640775
PC4 > -7.7002
PC5 <= 2.575476
PC18 <= -1.824607
PC28 > -2.017513
PC31 > -0.3469182
PC36 <= 1.294355
PC63 <= 1.296047
PC96 <= -0.6923687
-> class 0\|3 [0.990]
Rule 51/75: (96.5, lift 10.8)
PC7 > -0.6032248
PC10 > -6.299334
PC18 <= -0.6495812
PC26 > -2.09578
PC31 > -0.3469182
PC39 <= -1.330274
PC85 > -3.579261
-> class 0\|3 [0.989]
Rule 51/76: (90.5, lift 10.8)
PC5 <= 2.575476
PC18 <= -0.6495812
PC31 > -0.3469182
PC46 <= 0.6415065
PC55 <= 0.1993428
PC56 <= 2.088812
PC68 <= -0.3734163
PC72 > -0.03705155
-> class 0\|3 [0.989]
Rule 51/77: (118/0.6, lift 10.8)
PC2 > 2.579857
PC5 <= 2.575476
PC7 > -0.6032248
PC18 <= -0.6495812
PC31 > -0.3469182
PC46 > 0.6415065
PC55 <= 0.1993428
-> class 0\|3 [0.987]
Rule 51/78: (71.8, lift 10.8)
PC2 > 2.579857
PC3 <= 1.640775
PC5 <= 2.575476
PC7 > -0.6032248
PC18 <= -0.6495812
PC31 > -0.3469182
PC32 > -1.678754
PC71 <= -0.9794831
-> class 0\|3 [0.986]
Rule 51/79: (62.5, lift 10.8)
PC7 > -0.6032248
PC18 > -1.824607
PC18 <= -0.6495812
PC31 > -0.3469182
PC55 <= 0.1993428
PC72 > -0.03705155
PC87 <= -0.2954277
PC94 <= 0.4379654
-> class 0\|3 [0.984]
Rule 51/80: (60.2, lift 10.8)
PC7 > -0.6032248
PC18 <= -0.6495812
PC31 > -0.3469182
PC32 > -1.678754
PC55 <= 0.1993428
PC56 > 2.088812
PC85 > -3.579261
-> class 0\|3 [0.984]
Rule 51/81: (71.8/0.3, lift 10.7)
PC5 <= 2.575476
PC18 <= -1.824607
PC26 > -2.09578
PC78 <= -0.9401445
PC91 <= -0.7435561
PC96 > -0.6923687
-> class 0\|3 [0.983]
Rule 51/82: (177.3/2, lift 10.7)
PC4 > -7.7002
PC5 <= 2.575476
PC7 > -0.6032248
PC18 <= -1.824607
PC28 > -2.017513
PC30 <= 1.233656
PC31 > -0.3469182
PC32 > -1.346216
PC36 <= 1.294355
PC37 > -0.7685974
PC63 <= 1.296047
PC70 > 0.5779408
PC73 > -1.166736
-> class 0\|3 [0.983]
Rule 51/83: (57, lift 10.7)
PC10 > -6.299334
PC18 <= -0.6495812
PC36 > 3.641171
-> class 0\|3 [0.983]
Rule 51/84: (52.6, lift 10.7)
PC2 > 2.579857
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -0.6495812
PC55 > 1.076346
-> class 0\|3 [0.982]
Rule 51/85: (310.7/4.8, lift 10.7)
PC2 > 2.579857
PC4 > -7.7002
PC5 <= 2.575476
PC7 > -0.6032248
PC8 > -0.7622703
PC18 <= -2.15512
PC25 > -1.166537
PC30 <= 1.233656
PC32 > -1.346216
PC34 > -2.323716
PC37 > -0.7685974
PC55 <= 0.1993428
PC71 > -0.9705097
PC78 > -0.9401445
PC78 <= -0.1065277
-> class 0\|3 [0.981]
Rule 51/86: (47.9, lift 10.7)
PC2 > 2.579857
PC5 > -0.2313705
PC7 > -0.6697605
PC7 <= 0.5930502
PC15 <= -0.651148
PC18 > -0.6495812
PC45 <= 0.5256948
PC86 > -0.1073124
PC95 <= 0.3622045
-> class 0\|3 [0.980]
Rule 51/87: (34.4, lift 10.6)
PC2 > 2.579857
PC18 > -1.824607
PC18 <= -0.6495812
PC26 <= 0.3255049
PC55 <= 0.1993428
PC72 > -0.03705155
PC98 <= -0.1504936
-> class 0\|3 [0.973]
Rule 51/88: (59.9/0.7, lift 10.6)
PC5 <= 2.575476
PC7 > -0.6032248
PC18 > -1.824607
PC18 <= -0.6495812
PC20 > -2.71062
PC31 > -0.3469182
PC52 <= -1.922131
PC55 <= 0.1993428
-> class 0\|3 [0.972]
Rule 51/89: (29.8, lift 10.6)
PC2 > 2.579857
PC7 > -0.6032248
PC7 <= 0.3005878
PC32 <= -1.678754
-> class 0\|3 [0.969]
Rule 51/90: (45.5/0.5, lift 10.6)
PC2 > 2.579857
PC3 <= 1.640775
PC17 <= -2.125433
PC51 > 0.6820217
PC53 <= 3.044981
PC55 > 0.1993428
-> class 0\|3 [0.969]
Rule 51/91: (61.8/1.3, lift 10.5)
PC2 > 2.579857
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -0.6495812
PC40 <= -2.798079
PC85 > -3.579261
-> class 0\|3 [0.965]
Rule 51/92: (36.2/0.4, lift 10.5)
PC2 > 2.579857
PC17 <= -2.125433
PC55 > 0.1993428
PC59 <= -1.048265
-> class 0\|3 [0.964]
Rule 51/93: (24.6, lift 10.5)
PC13 > 8.891523
PC36 > 1.476349
-> class 0\|3 [0.962]
Rule 51/94: (113.3/5.4, lift 10.3)
PC18 > -2.15512
PC18 <= -0.6495812
PC20 <= -2.752749
PC32 > -1.678754
PC63 <= 1.296047
PC78 > -0.9401445
-> class 0\|3 [0.944]
Rule 51/95: (13.9, lift 10.2)
PC3 <= 1.640775
PC7 <= -0.6032248
PC10 > -6.299334
PC18 <= -0.6495812
PC39 > 2.540315
-> class 0\|3 [0.937]
Rule 51/96: (28.8/0.9, lift 10.2)
PC2 > 2.579857
PC13 > 1.65137
PC13 <= 8.891523
PC18 > -0.6495812
PC18 <= 1.574468
PC31 > 0.08785236
-> class 0\|3 [0.937]
Rule 51/97: (84/5, lift 10.2)
PC18 > -1.824607
PC18 <= -0.6495812
PC20 <= -2.71062
PC32 > -1.678754
PC40 > -2.798079
-> class 0\|3 [0.930]
Rule 51/98: (45/2.8, lift 10.0)
PC2 > 2.579857
PC6 <= -0.2197398
PC18 > -0.6495812
PC26 <= 0.9036272
PC83 <= -3.670182
-> class 0\|3 [0.918]
Rule 51/99: (9.7, lift 10.0)
PC2 > 2.579857
PC3 <= 1.640775
PC7 <= -0.6032248
PC55 <= 0.1993428
PC63 > 1.772787
-> class 0\|3 [0.914]
Rule 51/100: (9.1, lift 9.9)
PC7 > -0.6032248
PC18 <= -0.6495812
PC31 <= -0.3469182
PC53 > 3.972713
-> class 0\|3 [0.910]
Rule 51/101: (47.3/4.1, lift 9.8)
PC4 > -7.7002
PC7 > -0.6032248
PC17 <= -2.021242
PC18 > -2.15512
PC18 <= -1.824607
PC28 > -2.017513
PC32 > -1.678754
PC36 <= 1.294355
PC63 <= 1.296047
PC73 > -1.166736
-> class 0\|3 [0.897]
Rule 51/102: (74.5/8.3, lift 9.6)
PC18 <= -0.6495812
PC30 <= -4.280624
-> class 0\|3 [0.878]
Rule 51/103: (20.1/1.9, lift 9.5)
PC3 <= 1.640775
PC18 <= -3.65122
PC20 > 1.121512
PC55 > 0.1993428
-> class 0\|3 [0.871]
Rule 51/104: (134.1/21.2, lift 9.1)
PC2 > 2.579857
PC3 <= 1.640775
PC10 > -6.299334
PC18 <= -0.6495812
PC29 <= 0.4539043
PC30 <= -0.5798313
PC55 > 0.1993428
-> class 0\|3 [0.837]
Rule 51/105: (18.2/2.7, lift 8.9)
PC7 <= -0.6032248
PC13 <= -1.466745
PC18 <= -0.6495812
PC55 <= 0.1993428
-> class 0\|3 [0.818]
Rule 51/106: (23.7/4.1, lift 8.7)
PC4 <= -7.7002
PC7 > -0.6032248
PC18 <= -1.824607
PC55 <= 0.1993428
PC87 <= 0.02870315
-> class 0\|3 [0.800]
Rule 51/107: (71.1/14.3, lift 8.6)
PC3 > -3.774415
PC13 > 8.891523
PC18 <= 3.718587
-> class 0\|3 [0.791]
Rule 51/108: (89/18.1, lift 8.6)
PC3 <= 1.640775
PC7 > -0.6032248
PC18 > -1.824607
PC18 <= -0.6495812
PC26 > -2.09578
PC26 <= 0.3255049
PC72 > -0.03705155
PC93 <= -0.09702238
PC94 <= 0.4379654
PC98 > -0.1504936
-> class 0\|3 [0.790]
Rule 51/109: (115.2, lift 20.6)
PC7 <= 10.48223
PC16 <= -2.651365
PC39 > 0.09551492
PC50 > 0.1127683
PC65 > -0.1389549
PC71 <= 2.168019
PC92 <= 0.4384783
-> class 1\|0 [0.991]
Rule 51/110: (208.7/1.6, lift 20.6)
PC2 > 2.579857
PC7 <= 10.48223
PC16 <= -2.651365
PC32 > -0.7099972
PC39 > -0.09855404
PC47 > -0.295758
PC65 > -0.1389549
PC71 <= 2.168019
PC77 <= 0.7052994
PC92 <= 0.4384783
PC95 <= -0.178911
-> class 1\|0 [0.988]
Rule 51/111: (38.2, lift 20.3)
PC3 > 0.717109
PC4 > -0.08245218
PC10 > -0.7069036
PC10 <= -0.2259851
PC16 <= 0.859188
-> class 1\|0 [0.975]
Rule 51/112: (60.8/1.2, lift 20.1)
PC2 <= 2.579857
PC3 > 0.717109
PC11 <= 1.987797
PC17 <= -1.007422
PC47 <= 0.7720775
PC61 > -1.611665
PC68 <= -0.6986104
-> class 1\|0 [0.965]
Rule 51/113: (419.5/15, lift 20.0)
PC1 > -0.4334595
PC3 <= 0.717109
PC9 > 0.3778667
PC10 > -0.7069036
PC10 <= 0.7136616
PC11 <= 1.243502
PC85 <= 0.1636353
PC91 > -0.4927763
PC95 <= 0.4803047
-> class 1\|0 [0.962]
Rule 51/114: (18.8, lift 19.8)
PC3 > 0.717109
PC16 <= 0.859188
PC19 > 2.94253
-> class 1\|0 [0.951]
Rule 51/115: (185.6/12.8, lift 19.3)
PC1 > -0.4334595
PC3 <= 0.717109
PC9 > 0.3778667
PC10 > -0.7069036
PC11 <= 1.243502
PC67 <= 0.4582677
PC74 <= 0.04313645
PC91 > -0.4927763
PC98 <= -0.01490029
-> class 1\|0 [0.926]
Rule 51/116: (10, lift 19.1)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 <= 0.717109
PC9 > 0.2354248
PC30 <= -0.1090895
PC85 > 0.1636353
PC98 > -0.01490029
-> class 1\|0 [0.917]
Rule 51/117: (17.8/0.8, lift 18.9)
PC3 <= 0.717109
PC16 <= -4.274662
PC91 > -0.4927763
PC98 > -0.01490029
-> class 1\|0 [0.910]
Rule 51/118: (220.1/20.4, lift 18.8)
PC1 > -0.4334595
PC10 > -0.7069036
PC12 > 2.702868
PC18 > -0.3349287
-> class 1\|0 [0.904]
Rule 51/119: (7.6, lift 18.5)
PC2 > 2.579857
PC3 > 1.640775
PC16 > -2.651365
PC16 <= -0.8879908
PC65 > -0.1389549
PC67 <= -0.4987029
-> class 1\|0 [0.889]
Rule 51/120: (10.6/0.5, lift 18.3)
PC2 > 2.579857
PC3 > 1.640775
PC16 > -2.651365
PC16 <= -0.8879908
PC32 <= -0.6606634
PC65 > -0.1389549
-> class 1\|0 [0.878]
Rule 51/121: (42.4/9.9, lift 15.7)
PC2 <= 2.579857
PC3 > 0.717109
PC10 > -0.7069036
PC16 <= 0.859188
PC93 <= -0.8947799
-> class 1\|0 [0.756]
Rule 51/122: (27.9/8.5, lift 14.2)
PC1 > -0.4334595
PC17 <= -1.007422
PC63 > 1.768406
-> class 1\|0 [0.682]
Rule 51/123: (209.4, lift 17.3)
PC2 <= 2.579857
PC3 > 0.717109
PC12 > 2.702868
PC18 <= -0.3349287
-> class 1\|1 [0.995]
Rule 51/124: (96.1, lift 17.2)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 > 0.717109
PC17 <= -1.007422
PC63 <= 1.768406
PC68 > -0.6986104
PC99 <= 1.762854
-> class 1\|1 [0.990]
Rule 51/125: (91.7, lift 17.2)
PC3 > 1.640775
PC16 <= -0.8879908
PC32 > -0.7099972
PC39 > -0.09855404
PC50 <= 0.1127683
PC92 <= 0.4384783
PC95 > -0.178911
-> class 1\|1 [0.989]
Rule 51/126: (158.4/2.6, lift 17.0)
PC1 <= 8.6641
PC2 <= 2.579857
PC3 > 0.717109
PC10 > -0.2259851
PC12 <= 2.702868
PC16 <= 0.859188
PC17 > -1.007422
PC19 > -1.113511
PC19 <= 2.708552
PC64 > -1.000899
PC69 > -0.7025993
PC75 <= 1.004633
PC93 > -0.8947799
PC97 > -1.451257
-> class 1\|1 [0.977]
Rule 51/127: (77.6/0.9, lift 16.9)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= -0.8879908
PC65 <= -0.1389549
-> class 1\|1 [0.976]
Rule 51/128: (32.7, lift 16.9)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= -0.8879908
PC47 <= -0.295758
-> class 1\|1 [0.971]
Rule 51/129: (44.1/0.3, lift 16.9)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= -0.8879908
PC39 <= -0.09855404
-> class 1\|1 [0.971]
Rule 51/130: (29, lift 16.8)
PC3 > 1.640775
PC16 <= -0.8879908
PC32 > -0.7099972
PC39 > -0.09855404
PC39 <= 0.09551492
PC92 <= 0.4384783
PC95 > -0.178911
-> class 1\|1 [0.968]
Rule 51/131: (84.2/1.8, lift 16.8)
PC2 > 2.579857
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 1.26344
PC22 > -2.091307
PC50 > -0.3675416
PC53 > -0.258497
PC65 > -0.6879153
PC77 <= 0.6994851
PC83 > -0.4227733
-> class 1\|1 [0.967]
Rule 51/132: (151.5/5.6, lift 16.6)
PC2 > 2.579857
PC3 > 1.640775
PC16 > -2.651365
PC16 <= -0.8879908
PC32 > -0.6606634
PC67 > -0.4987029
-> class 1\|1 [0.957]
Rule 51/133: (18.1, lift 16.5)
PC7 > 11.8481
PC28 <= -0.2507009
PC50 > -0.3675416
-> class 1\|1 [0.950]
Rule 51/134: (16.7, lift 16.4)
PC1 > -0.4334595
PC3 <= 0.717109
PC9 > 0.2354248
PC9 <= 0.3778667
PC10 > -0.7069036
PC11 <= 1.243502
-> class 1\|1 [0.947]
Rule 51/135: (16.5, lift 16.4)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= -0.8879908
PC77 > 0.7052994
-> class 1\|1 [0.946]
Rule 51/136: (15.4, lift 16.4)
PC1 > -0.4334595
PC3 <= 0.717109
PC9 > 0.2354248
PC61 > -1.390081
PC67 > 0.4582677
-> class 1\|1 [0.942]
Rule 51/137: (15.1, lift 16.3)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 <= 0.717109
PC10 > -0.7069036
PC11 <= 1.243502
PC61 > -1.390081
PC91 <= -0.4927763
-> class 1\|1 [0.941]
Rule 51/138: (15, lift 16.3)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= 1.26344
PC28 > -0.2507009
PC50 > -0.3675416
PC83 <= -0.4227733
-> class 1\|1 [0.937]
Rule 51/139: (18.1/0.4, lift 16.2)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 <= 0.717109
PC11 <= 1.243502
PC85 <= 0.1636353
PC95 > 0.4803047
-> class 1\|1 [0.931]
Rule 51/140: (26.4/1.4, lift 15.9)
PC2 > 2.579857
PC3 > 1.640775
PC7 <= 10.48223
PC16 <= -0.8879908
PC92 > 0.4384783
-> class 1\|1 [0.917]
Rule 51/141: (9.5, lift 15.8)
PC7 > 10.48223
PC16 <= -2.651365
-> class 1\|1 [0.913]
Rule 51/142: (215.3/18.7, lift 15.8)
PC1 > -0.4334595
PC2 <= 2.579857
PC9 > 0.3778667
PC10 > 0.7136616
PC11 <= 1.243502
PC61 > -1.390081
PC85 <= 0.1636353
PC91 > -0.4927763
PC95 <= 0.4803047
-> class 1\|1 [0.910]
Rule 51/143: (29.7/2.8, lift 15.3)
PC1 > -0.4334595
PC9 > 0.3778667
PC74 > 0.04313645
PC85 > 0.1636353
PC91 > -0.4927763
PC98 <= -0.01490029
-> class 1\|1 [0.881]
Rule 51/144: (56.1/8, lift 14.7)
PC2 > 2.579857
PC3 > 1.640775
PC16 <= -2.651365
PC32 <= -0.7099972
-> class 1\|1 [0.846]
Rule 51/145: (4.3, lift 14.6)
PC2 <= 2.579857
PC3 > 0.717109
PC17 <= -1.007422
PC47 > 0.7720775
PC68 <= -0.6986104
-> class 1\|1 [0.842]
Rule 51/146: (120.2/18.6, lift 14.6)
PC1 > -0.4334595
PC3 <= 0.717109
PC9 > 0.2354248
PC10 > -0.7069036
PC11 <= 1.243502
PC16 > -4.274662
PC30 > -0.1090895
PC61 > -1.390081
PC85 > 0.1636353
PC98 > -0.01490029
-> class 1\|1 [0.839]
Rule 51/147: (21/4.2, lift 13.4)
PC3 > 1.640775
PC16 <= -0.8879908
PC71 > 2.168019
-> class 1\|1 [0.774]
Rule 51/148: (40/11.3, lift 12.3)
PC1 > 7.463374
PC3 <= 0.717109
PC9 <= 0.2354248
PC10 > -0.7069036
PC19 > -1.152695
-> class 1\|1 [0.708]
Rule 51/149: (57.3/19.8, lift 11.3)
PC1 > -0.4334595
PC2 <= 2.579857
PC6 <= -1.250467
PC8 <= 0.5883431
PC10 > -0.7069036
PC19 <= -1.152695
-> class 1\|1 [0.649]
Rule 51/150: (13.3/6.3, lift 9.1)
PC1 <= -0.4334595
PC2 <= 2.579857
PC4 > 0.25686
PC8 > -0.2273773
PC8 <= 1.706811
-> class 1\|1 [0.524]
Rule 51/151: (115.6, lift 16.0)
PC1 > 8.6641
PC3 > 0.717109
PC10 > -0.2259851
PC12 <= 2.702868
PC17 > -1.007422
PC19 <= 2.94253
PC93 > -0.8947799
-> class 1\|2 [0.991]
Rule 51/152: (143.4/5.4, lift 15.4)
PC2 <= 2.579857
PC3 > 0.717109
PC5 > 2.457253
PC12 <= 2.702868
PC16 > 0.859188
PC65 <= 1.019995
-> class 1\|2 [0.956]
Rule 51/153: (41.8/3.1, lift 14.6)
PC10 <= -0.7069036
PC17 > 0.4474143
PC19 <= -1.607163
-> class 1\|2 [0.905]
Rule 51/154: (51.7/9, lift 13.1)
PC1 > -0.4334595
PC2 <= 2.579857
PC10 <= -0.7069036
PC17 <= 0.4474143
PC45 <= -0.4195936
-> class 1\|2 [0.813]
Rule 51/155: (577.1/280.8, lift 8.3)
PC2 > 2.579857
PC3 > 1.640775
PC16 > -0.8879908
-> class 1\|2 [0.513]
Rule 51/156: (3073.4/2220.6, lift 4.5)
PC1 > -0.4334595
PC2 <= 2.579857
PC10 > -0.7069036
-> class 1\|2 [0.278]
Rule 51/157: (133.2, lift 14.8)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC16 > 0.859188
PC27 > -0.2652204
PC44 > -0.4976424
PC60 > -0.7596195
PC70 <= 0.9701324
PC99 <= 1.053622
PC100 <= -0.009884551
-> class 1\|3 [0.993]
Rule 51/158: (142.9/1.1, lift 14.7)
PC2 > 2.579857
PC3 > 1.640775
PC24 <= 0.2983689
PC38 > 0.2026206
PC50 <= -0.3675416
PC82 > -0.4331053
-> class 1\|3 [0.986]
Rule 51/159: (62, lift 14.7)
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC16 > 0.859188
PC23 <= -0.9964626
PC70 <= 0.9701324
-> class 1\|3 [0.984]
Rule 51/160: (63.6, lift 14.7)
PC1 > -0.4334595
PC3 > 0.717109
PC15 > 4.020658
PC27 > -0.2652204
PC53 <= 1.238959
PC98 > -0.9144674
-> class 1\|3 [0.984]
Rule 51/161: (56.8, lift 14.7)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC16 > 0.859188
PC27 > -0.2652204
PC44 > -0.4976424
PC53 <= 1.238959
PC60 > -0.7596195
PC98 > 0.07864691
-> class 1\|3 [0.982]
Rule 51/162: (117.3/1.7, lift 14.6)
PC2 > 2.579857
PC3 > 1.640775
PC6 > -3.187833
PC24 <= 0.2983689
PC50 <= -0.3675416
PC82 > -0.4331053
-> class 1\|3 [0.977]
Rule 51/163: (37.6, lift 14.6)
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC9 <= 0.2734779
PC16 > 0.859188
PC44 <= -0.4976424
PC70 <= 0.9701324
-> class 1\|3 [0.975]
Rule 51/164: (37.8, lift 14.6)
PC2 > 2.312328
PC2 <= 2.579857
PC4 <= 0.8657938
PC5 <= 2.457253
PC17 > -1.007422
PC44 > -0.4976424
PC60 > -0.7596195
-> class 1\|3 [0.975]
Rule 51/165: (36.3, lift 14.6)
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC23 > -0.9964626
PC27 > -0.2652204
PC44 > -0.4976424
PC53 <= 1.238959
PC80 <= -0.7970471
PC98 > -0.9144674
-> class 1\|3 [0.974]
Rule 51/166: (34.2, lift 14.5)
PC3 > 0.717109
PC5 <= 2.457253
PC12 <= 2.702868
PC16 > 0.859188
PC24 > 4.099611
PC44 > -0.4976424
-> class 1\|3 [0.972]
Rule 51/167: (25.5, lift 14.4)
PC1 <= 8.6641
PC2 <= 2.579857
PC3 > 0.717109
PC16 <= 0.859188
PC17 > -1.007422
PC69 <= -0.7025993
PC93 > -0.8947799
-> class 1\|3 [0.964]
Rule 51/168: (26.1, lift 14.4)
PC2 <= 2.579857
PC3 > 0.717109
PC10 > -0.7069036
PC23 > -0.9964626
PC30 > -0.5015287
PC44 > -0.4976424
PC66 > 0.3869977
-> class 1\|3 [0.964]
Rule 51/169: (151/5.7, lift 14.3)
PC2 <= 2.579857
PC3 > 0.717109
PC5 <= 2.457253
PC16 > 0.859188
PC30 > -0.5015287
PC43 <= -0.448946
PC60 > -0.7596195
-> class 1\|3 [0.956]
Rule 51/170: (19.1, lift 14.2)
PC2 <= 2.579857
PC3 > 0.717109
PC4 <= 0.8657938
PC5 <= 2.457253
PC12 <= 2.702868
PC15 <= 4.020658
PC16 > 0.859188
PC43 > -0.448946
PC44 > -0.4976424
PC70 <= 0.9701324
PC80 > 0.09326851
-> class 1\|3 [0.952]
Rule 51/171: (7.5, lift 13.3)
PC3 > 0.717109
PC11 > 1.987797
PC17 <= -1.007422
-> class 1\|3 [0.890]
Rule 51/172: (16.1/1.1, lift 13.2)
PC3 > 0.717109
PC9 > -1.653745
PC19 <= -1.113511
PC48 > 0.4174948
PC93 > -0.8947799
-> class 1\|3 [0.885]
Rule 51/173: (6.5, lift 13.2)
PC2 <= 2.579857
PC3 > 0.717109
PC16 > 0.859188
PC65 > 1.019995
-> class 1\|3 [0.882]
Rule 51/174: (54.2/5.9, lift 13.1)
PC2 <= 2.579857
PC3 > 0.717109
PC4 <= -0.08245218
PC7 > -5.712859
PC10 <= -0.2259851
PC16 <= 0.859188
PC17 > -1.007422
PC93 > -0.8947799
-> class 1\|3 [0.877]
Rule 51/175: (17.2/1.5, lift 13.0)
PC2 <= 2.579857
PC3 > 0.717109
PC9 <= -1.653745
PC10 > -0.2259851
PC16 <= 0.859188
PC93 > -0.8947799
-> class 1\|3 [0.868]
Rule 51/176: (10.7/1.8, lift 11.6)
PC1 > -0.4334595
PC3 <= 0.717109
PC6 > -1.250467
PC9 <= 0.2354248
PC10 > -0.7069036
PC19 <= -1.152695
PC65 > 0.4489444
-> class 1\|3 [0.777]
Rule 51/177: (1063.6/413.5, lift 9.1)
PC1 > -0.4334595
PC2 <= 2.579857
PC10 <= -0.7069036
PC17 <= 0.4474143
PC45 > -0.4195936
-> class 1\|3 [0.611]
Rule 51/178: (178.8/1.6, lift 13.1)
PC8 > 1.706811
PC9 <= -0.5251705
PC19 <= 1.13824
PC20 <= -0.04177124
PC31 > -0.8458249
PC42 > -0.3084469
PC60 > -0.498684
PC63 <= 0.1688537
PC70 > 0.01680937
PC70 <= 0.1531509
PC73 > -0.8312845
PC74 > -0.6437991
PC100 > -0.6329606
-> class 2\|0 [0.986]
Rule 51/179: (57.4, lift 13.0)
PC1 > -0.4334595
PC3 <= 0.717109
PC8 > 0.5883431
PC9 > -2.660782
PC9 <= 0.2354248
PC12 > 0.8447506
-> class 2\|0 [0.983]
Rule 51/180: (37.1, lift 12.9)
PC1 <= -0.4334595
PC8 > 1.706811
PC42 <= -0.3084469
PC58 <= -1.078367
PC73 > -0.8312845
PC87 > -1.102282
-> class 2\|0 [0.974]
Rule 51/181: (72.3/1.2, lift 12.9)
PC8 > 1.706811
PC21 > -0.2479957
PC34 > -0.7590267
PC41 <= -0.9372267
PC49 > -0.6087352
PC63 <= 0.1688537
PC96 > -0.3563694
-> class 2\|0 [0.970]
Rule 51/182: (603.7/23, lift 12.7)
PC1 <= -0.4334595
PC6 <= 2.911929
PC8 > 1.706811
PC12 > -1.731584
PC21 > -0.2479957
PC42 > -0.3084469
PC59 <= 0.3535813
PC60 > -0.6551447
PC63 <= 0.1688537
PC70 <= 0.01680937
PC74 > -0.6437991
PC99 <= 1.280946
-> class 2\|0 [0.960]
Rule 51/183: (21.9, lift 12.7)
PC2 <= 2.579857
PC3 > 0.1090698
PC4 <= 0.25686
PC6 <= 1.404732
PC8 > -0.2273773
PC8 <= 1.706811
PC22 > -0.8724027
PC34 <= -0.3792612
-> class 2\|0 [0.958]
Rule 51/184: (285.8/13.1, lift 12.6)
PC1 <= -0.4334595
PC8 > 4.980061
PC12 > -1.731584
PC21 > -0.2479957
PC60 > -0.6551447
PC99 <= 1.280946
-> class 2\|0 [0.951]
Rule 51/185: (131.2/5.9, lift 12.6)
PC2 <= 2.579857
PC6 <= 2.911929
PC8 > 1.706811
PC12 > -1.731584
PC21 > -0.2479957
PC60 > -0.6551447
PC63 <= 0.1688537
PC73 > -0.8312845
PC74 > -0.6437991
PC98 > 0.2919893
PC99 <= 1.280946
-> class 2\|0 [0.948]
Rule 51/186: (385.5/22.5, lift 12.4)
PC6 <= 2.911929
PC8 > 1.706811
PC10 <= 0.4210731
PC12 > -1.731584
PC21 > -0.2479957
PC60 > -0.6551447
PC63 <= 0.1688537
PC64 <= -0.4027931
PC73 > -0.8312845
PC74 > -0.6437991
PC99 <= 1.280946
-> class 2\|0 [0.939]
Rule 51/187: (163.6/12.6, lift 12.2)
PC1 <= -0.4334595
PC8 > -0.2273773
PC19 <= -1.19703
PC22 > -0.8724027
PC43 > 0.7369745
-> class 2\|0 [0.918]
Rule 51/188: (8.9/0.1, lift 11.9)
PC8 > 1.706811
PC21 > -0.2479957
PC25 <= 0.331427
PC51 > -0.1568295
PC63 <= 0.1688537
PC87 <= -1.102282
-> class 2\|0 [0.899]
Rule 51/189: (5.1, lift 11.4)
PC8 > 1.706811
PC21 > -0.2479957
PC91 > 2.549849
-> class 2\|0 [0.860]
Rule 51/190: (14.3/1.7, lift 11.1)
PC1 <= -0.4334595
PC8 > 1.706811
PC21 > -0.2479957
PC49 <= -0.6087352
PC60 <= -0.6551447
PC63 <= 0.1688537
-> class 2\|0 [0.836]
Rule 51/191: (113/18.6, lift 11.0)
PC1 <= -0.4334595
PC8 > 1.706811
PC15 <= -1.715107
PC21 > -0.2479957
-> class 2\|0 [0.830]
Rule 51/192: (206.8/92.8, lift 7.3)
PC1 > -1.364033
PC1 <= -0.4334595
PC8 > 1.706811
-> class 2\|0 [0.551]
Rule 51/193: (1020.6/606.4, lift 5.4)
PC2 <= 2.579857
PC7 > -0.8388027
PC10 <= -0.7069036
-> class 2\|0 [0.406]
Rule 51/194: (241, lift 10.3)
PC1 <= -1.364033
PC6 <= -0.2963097
PC7 > 0.1627358
PC8 > 1.756507
PC11 > -0.9793475
PC21 <= -0.2479957
PC25 <= 0.331427
PC40 > -1.644845
PC93 <= 0.5821239
-> class 2\|1 [0.996]
Rule 51/195: (134.2, lift 10.3)
PC1 <= -0.4334595
PC8 > 1.706811
PC12 <= -1.731584
PC60 > -0.6551447
-> class 2\|1 [0.993]
Rule 51/196: (106.6, lift 10.2)
PC8 > 1.706811
PC9 <= -0.5251705
PC60 <= -0.498684
PC70 > 0.01680937
PC70 <= 0.1531509
-> class 2\|1 [0.991]
Rule 51/197: (191.8/0.8, lift 10.2)
PC1 <= -0.4334595
PC8 > 1.706811
PC15 > -1.715107
PC21 > -0.2479957
PC63 > 0.1688537
PC69 > -0.3915931
PC91 <= 2.549849
PC96 > -0.3563694
-> class 2\|1 [0.991]
Rule 51/198: (75.5, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC10 > 0.4210731
PC12 > -1.731584
PC21 > -0.2479957
PC42 <= -0.3084469
-> class 2\|1 [0.987]
Rule 51/199: (166.1/1.4, lift 10.2)
PC1 <= -0.4334595
PC5 <= 1.184286
PC8 > 1.706811
PC34 > -0.7590267
PC41 > -0.9372267
PC49 > -0.6087352
PC60 <= -0.6551447
PC63 <= 0.1688537
-> class 2\|1 [0.985]
Rule 51/200: (65.7, lift 10.2)
PC1 <= -0.4334595
PC8 > 1.706811
PC19 > 1.13824
PC20 <= -0.04177124
-> class 2\|1 [0.985]
Rule 51/201: (60.4, lift 10.2)
PC1 > -0.4334595
PC3 <= 0.717109
PC8 > 0.5883431
PC9 <= 0.2354248
PC10 > -0.5037766
PC12 <= 0.8447506
PC56 > -0.493567
-> class 2\|1 [0.984]
Rule 51/202: (56.2, lift 10.2)
PC1 <= -0.4334595
PC8 > 1.706811
PC10 > -0.2064315
PC51 <= -0.1568295
PC63 <= 0.1688537
PC87 <= -1.102282
-> class 2\|1 [0.983]
Rule 51/203: (164.7/2, lift 10.1)
PC1 <= -0.4334595
PC8 > 1.706811
PC8 <= 4.980061
PC42 <= -0.3084469
PC58 > -1.078367
PC60 > -0.6551447
PC64 > -0.4027931
PC73 > -0.8312845
PC96 > -0.3563694
PC98 <= 0.2919893
-> class 2\|1 [0.982]
Rule 51/204: (48, lift 10.1)
PC1 <= -0.4334595
PC6 > 2.911929
PC8 > 1.706811
-> class 2\|1 [0.980]
Rule 51/205: (67.9/0.4, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC87 > -1.102282
PC96 > -0.3563694
PC99 > 1.280946
-> class 2\|1 [0.980]
Rule 51/206: (79.6/0.8, lift 10.1)
PC1 <= -0.4334595
PC8 > 1.706811
PC20 > -0.04177124
PC31 > -0.8458249
PC60 > -0.6551447
PC70 > 0.01680937
-> class 2\|1 [0.978]
Rule 51/207: (38.3/0.1, lift 10.0)
PC1 <= -0.4334595
PC8 > 1.706811
PC59 > 0.3535813
PC60 > -0.6551447
-> class 2\|1 [0.972]
Rule 51/208: (29.7, lift 10.0)
PC1 <= -0.4334595
PC8 > 1.706811
PC31 <= -0.8458249
PC42 > -0.3084469
PC70 > 0.01680937
PC87 > -1.102282
-> class 2\|1 [0.968]
Rule 51/209: (28.3, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > 0.710245
PC22 <= -0.8724027
PC88 > 0.4436537
-> class 2\|1 [0.967]
Rule 51/210: (26.1, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > 0.710245
PC8 <= 1.706811
PC95 <= -0.6196921
-> class 2\|1 [0.964]
Rule 51/211: (25.4, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.579857
PC6 <= 1.404732
PC8 > -0.2273773
PC22 > -0.8724027
PC27 > 0.03023119
PC31 > -1.454528
PC56 > -0.3209011
PC70 > 0.23548
-> class 2\|1 [0.963]
Rule 51/212: (63.7/1.7, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > 0.710245
PC59 > 0.6649538
-> class 2\|1 [0.959]
Rule 51/213: (228.5/9.4, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 <= 0.1090698
PC6 <= 1.404732
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC22 > -0.8724027
PC31 > -1.454528
PC43 <= 0.7369745
PC46 <= 1.868977
PC56 > -0.3209011
PC64 <= 0.3028164
PC70 <= 0.23548
PC85 > -1.504104
-> class 2\|1 [0.955]
Rule 51/214: (27.8/0.6, lift 9.8)
PC1 <= -0.4334595
PC28 <= -0.2562993
PC31 > 1.217825
-> class 2\|1 [0.947]
Rule 51/215: (61.1/2.8, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC12 > 2.198731
PC76 <= -0.6040889
-> class 2\|1 [0.940]
Rule 51/216: (12.1, lift 9.6)
PC1 > -0.4334595
PC8 > 0.5883431
PC9 <= -2.660782
-> class 2\|1 [0.929]
Rule 51/217: (48.2/2.7, lift 9.6)
PC1 <= -0.4334595
PC8 > 1.706811
PC9 <= -0.5251705
PC42 > -0.3084469
PC70 > 0.1531509
-> class 2\|1 [0.926]
Rule 51/218: (28.8/1.4, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC10 <= -0.01714168
PC22 <= -0.8724027
PC55 > 0.6825182
-> class 2\|1 [0.923]
Rule 51/219: (40.8/2.4, lift 9.5)
PC2 <= 2.579857
PC6 <= 2.911929
PC8 > 1.706811
PC9 > -0.5251705
PC21 > -0.2479957
PC42 > -0.3084469
PC70 > 0.01680937
PC73 > -0.8312845
PC99 <= 1.280946
-> class 2\|1 [0.921]
Rule 51/220: (16.7/0.5, lift 9.5)
PC1 > -0.4334595
PC2 <= 2.579857
PC3 <= 0.717109
PC10 > -0.7069036
PC58 > -0.4296502
PC94 > 0.4891157
-> class 2\|1 [0.920]
Rule 51/221: (10.1, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC22 <= -0.8724027
PC34 <= -0.4775807
-> class 2\|1 [0.918]
Rule 51/222: (90.6/6.8, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC6 <= -0.5124202
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC40 <= 0.1654914
PC56 <= -0.3209011
PC95 <= 0.3359291
PC98 > -0.4347838
PC100 > -0.6890752
-> class 2\|1 [0.916]
Rule 51/223: (55.7/4, lift 9.4)
PC1 > -1.886077
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > 0.710245
PC8 <= 1.706811
PC14 > -1.142013
PC30 > -0.01695349
-> class 2\|1 [0.914]
Rule 51/224: (47.4/3.9, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 > 0.1090698
PC6 <= 1.404732
PC8 > -0.2273773
PC8 <= 1.706811
PC34 > -0.3792612
-> class 2\|1 [0.902]
Rule 51/225: (156.9/15.2, lift 9.3)
PC1 <= -0.4334595
PC8 > 0.710245
PC8 <= 1.706811
PC14 <= 1.805421
PC30 <= -0.01695349
PC95 <= 0.1052106
PC99 <= 0.4634011
-> class 2\|1 [0.898]
Rule 51/226: (327.2/32.7, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 <= 0.1090698
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC17 > -0.3394866
PC22 > -0.8724027
PC43 <= 0.7369745
PC46 <= 1.868977
PC50 <= 0.5983326
PC56 > -0.3209011
PC68 > -1.979696
PC70 <= 0.23548
PC85 > -1.504104
-> class 2\|1 [0.898]
Rule 51/227: (7.6, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC14 <= -1.142013
PC22 <= -0.8724027
-> class 2\|1 [0.896]
Rule 51/228: (84.5/8.1, lift 9.2)
PC1 <= -0.4334595
PC8 > 1.706811
PC74 <= -0.6437991
PC87 > -1.102282
-> class 2\|1 [0.895]
Rule 51/229: (5.8, lift 9.0)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 <= -0.2273773
PC10 <= -0.2958407
PC46 <= -1.507581
-> class 2\|1 [0.872]
Rule 51/230: (98.7/14.1, lift 8.8)
PC2 <= -9.022285
-> class 2\|1 [0.850]
Rule 51/231: (39.3/5.2, lift 8.8)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC100 > 3.830744
-> class 2\|1 [0.849]
Rule 51/232: (314.2/54.3, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 <= 0.1090698
PC6 <= 1.404732
PC8 > -0.2273773
PC8 <= 1.706811
PC22 > -0.8724027
PC43 <= 0.7369745
PC76 <= -0.07148779
PC85 > -1.504104
-> class 2\|1 [0.825]
Rule 51/233: (38.4/6.8, lift 8.3)
PC1 <= -0.4334595
PC8 > 1.706811
PC42 > -0.3084469
PC70 > 0.01680937
PC73 > -0.8312845
PC100 <= -0.6329606
-> class 2\|1 [0.808]
Rule 51/234: (15.1/4.1, lift 7.2)
PC1 <= -0.4334595
PC2 <= 2.579857
PC4 <= 0.1372792
PC8 > -2.366995
PC8 <= -0.2273773
PC29 <= -0.2381321
PC35 <= -0.5524438
-> class 2\|1 [0.701]
Rule 51/235: (163.4/53.7, lift 6.9)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC60 > 0.07348618
PC68 <= -1.61263
-> class 2\|1 [0.669]
Rule 51/236: (194.5/1.1, lift 10.8)
PC1 <= -0.4334595
PC2 > -9.022285
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC10 > -0.06993597
PC44 <= -0.7637701
PC60 <= 0.07348618
-> class 2\|2 [0.989]
Rule 51/237: (75, lift 10.8)
PC2 <= 2.579857
PC5 > -1.423835
PC8 > -2.366995
PC8 <= -1.48177
PC10 > -0.06993597
PC12 <= 2.198731
PC60 <= 0.07348618
PC78 > 0.1016633
-> class 2\|2 [0.987]
Rule 51/238: (70.3/0.2, lift 10.8)
PC1 > -0.4334595
PC1 <= 7.463374
PC3 <= 0.717109
PC8 <= 0.5883431
PC9 <= 0.2354248
PC10 > -0.7069036
PC11 <= 2.046466
PC19 > -1.152695
PC60 <= -0.6163653
PC83 <= -0.1383405
PC94 <= 0.4891157
-> class 2\|2 [0.984]
Rule 51/239: (90.7/0.8, lift 10.8)
PC1 <= -1.886077
PC8 > 0.710245
PC8 <= 1.706811
PC22 <= -0.8724027
PC30 > -0.01695349
PC59 <= 0.6649538
PC88 <= 0.4436537
PC95 > -0.6196921
-> class 2\|2 [0.981]
Rule 51/240: (46.6, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC12 <= 5.358043
PC43 <= -1.974697
PC68 > -1.61263
PC92 > -0.9525924
-> class 2\|2 [0.979]
Rule 51/241: (42.5, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC10 <= -0.06993597
PC12 <= 2.198731
PC42 <= -0.04923536
PC60 <= 0.07348618
PC98 > -0.1039443
-> class 2\|2 [0.978]
Rule 51/242: (39.3, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC46 > -0.9218189
PC56 <= -0.3209011
PC85 > -1.504104
PC95 > 0.3359291
-> class 2\|2 [0.976]
Rule 51/243: (302/6.6, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 > -1.597352
PC8 > -0.2273773
PC8 <= 0.710245
PC14 > -1.142013
PC22 <= -0.8724027
PC34 > -0.4775807
PC55 <= 0.6825182
-> class 2\|2 [0.975]
Rule 51/244: (37.1, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC14 > 1.805421
PC22 <= -0.8724027
-> class 2\|2 [0.974]
Rule 51/245: (34.5, lift 10.7)
PC2 <= 2.579857
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 1.706811
PC22 <= -0.8724027
PC30 <= -0.01695349
PC95 > 0.1052106
-> class 2\|2 [0.973]
Rule 51/246: (27.3, lift 10.6)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC35 > -0.5524438
PC92 <= -0.9525924
PC100 <= 3.830744
-> class 2\|2 [0.966]
Rule 51/247: (119.4/3.2, lift 10.6)
PC1 <= -0.4334595
PC2 > -9.022285
PC2 <= 2.579857
PC6 <= -0.1999346
PC8 > -2.366995
PC8 <= -0.2273773
PC12 <= 5.358043
PC29 > -0.2381321
PC35 <= -0.5524438
PC60 > 0.07348618
PC99 > -2.478395
PC100 <= 3.830744
-> class 2\|2 [0.965]
Rule 51/248: (22.7, lift 10.5)
PC1 <= -0.4334595
PC2 > -9.022285
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC12 > 2.198731
PC12 <= 5.358043
PC39 > 0.1705026
PC55 > -0.8704183
-> class 2\|2 [0.960]
Rule 51/249: (18.9, lift 10.4)
PC1 <= -0.4334595
PC2 <= 2.579857
PC6 <= -0.5124202
PC8 <= 1.706811
PC12 <= 2.184593
PC22 > -0.8724027
PC31 > -1.454528
PC43 <= 0.7369745
PC56 <= -0.3209011
PC100 <= -0.6890752
-> class 2\|2 [0.952]
Rule 51/250: (363.1/17.6, lift 10.4)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 > -1.597352
PC8 > -0.2273773
PC8 <= 0.710245
PC10 > -0.01714168
PC14 > -1.142013
PC22 <= -0.8724027
PC34 > -0.4775807
-> class 2\|2 [0.949]
Rule 51/251: (66.3/2.5, lift 10.4)
PC2 <= 2.579857
PC7 > -0.4969177
PC8 > -2.366995
PC8 <= -0.2273773
PC22 <= -0.7274001
PC25 > -0.1976948
PC44 <= 0.4486594
PC49 > -0.3510323
PC60 > 0.07348618
PC63 > 0.0702319
-> class 2\|2 [0.949]
Rule 51/252: (14.8, lift 10.3)
PC2 <= 2.579857
PC3 <= 0.1090698
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC17 <= -0.3394866
PC22 > -0.8724027
PC56 > -0.3209011
PC64 > 0.3028164
PC70 <= 0.23548
-> class 2\|2 [0.941]
Rule 51/253: (14.4, lift 10.3)
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC12 <= 5.358043
PC14 <= -1.917754
PC44 <= 0.4486594
PC60 > 0.07348618
-> class 2\|2 [0.939]
Rule 51/254: (67.7/3.4, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC10 > -0.2514858
PC12 <= 5.358043
PC41 > -1.204676
PC45 <= 0.4439914
PC49 <= -0.3510323
PC60 > 0.07348618
PC80 > -2.777921
PC100 <= 3.830744
-> class 2\|2 [0.937]
Rule 51/255: (344.7/21.8, lift 10.2)
PC1 <= -0.4334595
PC2 > -9.022285
PC2 <= 2.579857
PC8 > -1.48177
PC8 <= -0.2273773
PC10 > -0.06993597
PC12 <= 2.198731
PC55 > -0.8704183
PC60 <= 0.07348618
-> class 2\|2 [0.934]
Rule 51/256: (24/0.9, lift 10.1)
PC1 <= -0.4334595
PC4 <= 0.25686
PC6 > 1.404732
PC8 > -0.2273773
PC8 <= 1.706811
PC22 > -0.8724027
PC43 <= 0.7369745
-> class 2\|2 [0.926]
Rule 51/257: (11.3, lift 10.1)
PC1 <= -0.4334595
PC8 > -2.366995
PC8 <= -0.2273773
PC29 <= 0.2788967
PC35 > -0.5524438
PC44 > 0.4486594
PC45 <= 0.4439914
PC84 <= -0.7034432
-> class 2\|2 [0.925]
Rule 51/258: (274.4/20.9, lift 10.1)
PC2 <= 2.579857
PC5 > -1.423835
PC8 > -2.366995
PC8 <= -0.2273773
PC10 > -0.06993597
PC12 <= 2.198731
PC60 <= 0.07348618
PC68 <= -0.4472958
-> class 2\|2 [0.921]
Rule 51/259: (128.6/9.6, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC27 <= 0.03023119
PC43 <= 0.7369745
PC56 > -0.3209011
PC70 > 0.23548
-> class 2\|2 [0.919]
Rule 51/260: (9.7, lift 10.0)
PC2 <= 2.579857
PC8 <= -0.2273773
PC97 <= -6.863705
-> class 2\|2 [0.915]
Rule 51/261: (13.1/0.3, lift 10.0)
PC1 <= -0.4334595
PC8 <= -2.366995
PC11 > -4.669395
PC27 <= -0.3602188
PC46 <= 0.4193404
PC64 > -0.5976912
PC72 > -0.504717
PC85 > -0.4749953
PC96 <= 0.2911013
-> class 2\|2 [0.914]
Rule 51/262: (87.2/7.3, lift 9.9)
PC1 <= -0.4334595
PC2 > -9.022285
PC2 <= 2.579857
PC8 > -0.4605807
PC8 <= -0.2273773
PC12 <= 5.358043
PC44 <= 0.4486594
PC49 > -0.3510323
-> class 2\|2 [0.907]
Rule 51/263: (62.5/5.9, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC12 <= 2.184593
PC43 <= 0.7369745
PC50 > 0.5983326
-> class 2\|2 [0.893]
Rule 51/264: (11.6/0.5, lift 9.8)
PC1 <= -0.4334595
PC8 <= -2.366995
PC46 > -1.507581
PC85 <= -0.4749953
PC96 > 1.540321
-> class 2\|2 [0.892]
Rule 51/265: (6.9/0.3, lift 9.3)
PC8 <= -2.366995
PC17 <= -0.5041462
PC30 > 0.1880327
PC31 > 1.217825
PC85 > -0.4749953
-> class 2\|2 [0.850]
Rule 51/266: (55.9/7.8, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC21 <= -0.2479957
PC40 <= -1.644845
-> class 2\|2 [0.849]
Rule 51/267: (34.2/5.3, lift 9.1)
PC3 <= 0.1090698
PC8 > -0.2273773
PC8 <= 1.706811
PC31 > -1.454528
PC43 <= 0.7369745
PC46 > 1.868977
PC56 > -0.3209011
-> class 2\|2 [0.826]
Rule 51/268: (31.1/5.4, lift 8.9)
PC1 <= -0.4334595
PC8 <= -2.366995
PC31 <= 1.217825
PC46 > -1.507581
PC57 <= -0.2954396
PC88 > 0.05644245
-> class 2\|2 [0.808]
Rule 51/269: (20/3.6, lift 8.7)
PC1 <= -0.4334595
PC8 <= -2.366995
PC17 > -0.5041462
PC31 > 1.217825
PC46 > -1.507581
PC85 > -0.4749953
-> class 2\|2 [0.792]
Rule 51/270: (12.8/2.2, lift 8.6)
PC1 <= -0.4334595
PC8 > 1.706811
PC11 <= -0.9793475
PC21 <= -0.2479957
-> class 2\|2 [0.782]
Rule 51/271: (73.7/15.5, lift 8.6)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC12 <= 5.358043
PC28 > 0.04813993
PC29 <= 0.2788967
PC44 <= 0.4486594
PC45 <= 0.4439914
PC49 > -0.3510323
PC60 > 0.07348618
PC92 > -0.9525924
-> class 2\|2 [0.781]
Rule 51/272: (26.5/5.3, lift 8.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC8 <= 1.706811
PC12 > 2.184593
PC43 <= 0.7369745
PC76 > -0.07148779
-> class 2\|2 [0.779]
Rule 51/273: (36/9.4, lift 8.0)
PC8 <= -2.366995
PC26 > 1.836091
PC36 <= 0.7554582
PC74 <= -0.06008569
PC85 <= -0.4749953
-> class 2\|2 [0.726]
Rule 51/274: (26.1/6.9, lift 7.9)
PC2 <= 2.579857
PC4 <= 0.25686
PC8 > -0.2273773
PC8 <= 1.706811
PC43 <= 0.7369745
PC85 <= -1.504104
-> class 2\|2 [0.718]
Rule 51/275: (87.2/25.1, lift 7.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -0.2273773
PC21 <= -0.2479957
PC93 > 0.5821239
-> class 2\|2 [0.707]
Rule 51/276: (145.2/0.7, lift 8.4)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 <= -0.2273773
PC16 > -0.2386917
PC27 > -0.3602188
PC46 > -1.507581
PC46 <= 0.4193404
PC54 > -0.6104201
PC55 <= -0.1196011
PC57 > -0.2954396
PC75 > -1.584095
PC85 <= 0.7277512
PC93 <= 0.4416389
-> class 2\|3 [0.988]
Rule 51/277: (181.7/1.8, lift 8.4)
PC1 <= -0.4334595
PC8 <= -2.366995
PC11 > -4.669395
PC46 > -1.507581
PC54 <= -0.6104201
PC85 <= 0.7277512
PC93 <= 0.4416389
-> class 2\|3 [0.985]
Rule 51/278: (70/0.4, lift 8.3)
PC1 > -0.4334595
PC1 <= 7.463374
PC2 <= 2.579857
PC3 <= 0.717109
PC9 <= 0.2354248
PC10 > -0.7069036
PC19 > -1.152695
PC22 > -0.5619316
PC58 > -0.4296502
PC59 <= 0.926239
PC83 > -0.1383405
-> class 2\|3 [0.980]
Rule 51/279: (28.4, lift 8.2)
PC1 <= -0.4334595
PC2 <= 2.579857
PC7 <= -0.4969177
PC8 > -2.366995
PC15 > -1.372357
PC22 <= -0.7274001
PC35 > -0.5524438
PC60 > 0.07348618
-> class 2\|3 [0.967]
Rule 51/280: (44.7/0.8, lift 8.2)
PC1 > -0.4334595
PC1 <= 7.463374
PC2 <= 2.579857
PC3 <= 0.717109
PC8 <= 0.5883431
PC9 <= 0.2354248
PC10 > -0.7069036
PC19 > -1.152695
PC58 > -0.4296502
PC60 > -0.6163653
-> class 2\|3 [0.962]
Rule 51/281: (16.4/0.4, lift 7.8)
PC1 > -0.4334595
PC9 <= 0.2354248
PC11 > 2.046466
PC19 > -1.152695
PC58 > -0.4296502
PC60 <= -0.6163653
PC83 <= -0.1383405
PC94 <= 0.4891157
-> class 2\|3 [0.924]
Rule 51/282: (11.7/0.3, lift 7.7)
PC80 <= -9.079314
-> class 2\|3 [0.908]
Rule 51/283: (19.7/1.4, lift 7.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC3 <= 0.1090698
PC6 > -0.5124202
PC8 > -0.2273773
PC8 <= 1.706811
PC56 <= -0.3209011
PC95 <= 0.3359291
-> class 2\|3 [0.888]
Rule 51/284: (39/3.6, lift 7.5)
PC1 <= -0.4334595
PC2 <= 2.579857
PC6 > -0.1999346
PC8 > -2.366995
PC8 <= -0.2273773
PC35 <= -0.5524438
-> class 2\|3 [0.887]
Rule 51/285: (12089.9/9741.4, lift 1.6)
PC2 <= 2.579857
-> class 2\|3 [0.194]
Rule 51/286: (170.9/0.1, lift 20.2)
PC8 <= -2.366995
PC9 > 0.9093667
PC46 <= -1.507581
PC73 > -1.266342
PC80 > -2.73506
-> class 2\|4 [0.993]
Rule 51/287: (130, lift 20.2)
PC1 <= -0.4334595
PC8 <= -2.366995
PC16 <= 0.3955539
PC22 > -1.627083
PC22 <= -0.7527353
PC27 > -0.3602188
PC46 <= 0.4193404
PC54 > -0.6104201
PC71 > -0.42189
PC78 > -0.1759739
PC96 <= 0.2911013
-> class 2\|4 [0.992]
Rule 51/288: (162.9/1.1, lift 20.1)
PC8 <= -2.366995
PC16 <= 0.3955539
PC22 > -1.627083
PC46 <= 0.4193404
PC57 > -0.2954396
PC71 > -0.42189
PC85 > 0.7277512
-> class 2\|4 [0.987]
Rule 51/289: (73, lift 20.1)
PC2 <= 2.579857
PC8 <= -2.366995
PC16 <= 0.3955539
PC22 > -0.7527353
PC33 <= 0.1948262
PC54 > -0.6104201
PC57 > -0.2954396
PC72 > -0.504717
PC94 > 0.486068
-> class 2\|4 [0.987]
Rule 51/290: (41, lift 19.9)
PC1 <= -0.4334595
PC11 <= -4.669395
-> class 2\|4 [0.977]
Rule 51/291: (41.1, lift 19.9)
PC1 <= -0.4334595
PC8 <= -2.366995
PC16 <= 0.3955539
PC22 > -0.7527353
PC33 > 0.1948262
PC78 > -0.1759739
-> class 2\|4 [0.977]
Rule 51/292: (74.2/0.8, lift 19.9)
PC1 > -0.4334595
PC2 <= 2.579857
PC10 <= -0.7069036
PC19 > -1.607163
PC19 <= 3.554503
PC80 > -9.079314
PC85 > 0.4219957
-> class 2\|4 [0.976]
Rule 51/293: (39.8/0.2, lift 19.8)
PC1 <= -0.4334595
PC8 <= -2.366995
PC31 <= 1.217825
PC65 > 0.8865677
PC71 > -0.42189
PC85 > -0.4749953
-> class 2\|4 [0.972]
Rule 51/294: (358.7/14, lift 19.5)
PC2 <= 2.579857
PC8 <= -2.366995
PC16 <= -0.2386917
PC17 <= 0.9289167
PC22 > -1.627083
PC27 > -0.1388012
PC54 > -0.6104201
PC55 <= -0.1196011
PC57 > -0.2954396
PC72 > -0.504717
PC75 > -1.584095
PC78 <= -0.1759739
PC85 > -0.4749953
PC93 <= 0.4416389
PC96 <= 0.2911013
-> class 2\|4 [0.958]
Rule 51/295: (67.2/2.1, lift 19.4)
PC1 <= -0.4334595
PC8 <= -2.366995
PC17 > 0.01645969
PC22 > -1.627083
PC27 > -0.3602188
PC55 > -0.1196011
PC61 > 0.1140411
PC71 > -0.42189
PC78 <= -0.1759739
PC95 > 0.110657
PC96 <= 0.2911013
PC97 > -0.3057042
PC99 <= 0.6867496
-> class 2\|4 [0.955]
Rule 51/296: (14.6, lift 19.1)
PC1 > -0.4334595
PC1 <= 7.463374
PC2 <= 2.579857
PC3 <= 0.717109
PC9 <= 0.2354248
PC10 > -0.7069036
PC19 > -1.152695
PC58 <= -0.4296502
-> class 2\|4 [0.940]
Rule 51/297: (55.4/4.5, lift 18.4)
PC2 <= 2.579857
PC8 <= -2.366995
PC27 <= -0.3602188
PC46 <= 0.4193404
PC64 <= -0.5976912
PC71 > -0.42189
PC96 <= 0.2911013
-> class 2\|4 [0.903]
Rule 51/298: (22.2/1.6, lift 18.2)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC29 > 0.2788967
PC52 > -0.9559822
PC60 > 0.07348618
PC82 > -0.2050043
-> class 2\|4 [0.892]
Rule 51/299: (7.2, lift 18.1)
PC1 <= -0.4334595
PC8 <= -2.366995
PC31 <= 1.217825
PC41 <= -1.617165
PC72 > -0.504717
PC85 > -0.4749953
PC96 > 0.2911013
-> class 2\|4 [0.891]
Rule 51/300: (5.7, lift 17.7)
PC36 <= -11.39638
-> class 2\|4 [0.871]
Rule 51/301: (11.4/1.1, lift 17.1)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 > -2.366995
PC8 <= -0.2273773
PC10 > -0.2514858
PC15 <= -1.372357
PC35 > -0.5524438
PC60 > 0.07348618
PC95 > 0.1109738
-> class 2\|4 [0.840]
Rule 51/302: (59.3/28.2, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.579857
PC8 <= -0.2273773
PC45 > 0.4439914
PC60 > 0.07348618
-> class 2\|4 [0.524]
Default class: 2\|3
----- Trial 52: -----
Rules:
Rule 52/1: (83.8, lift 16.4)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.1703712
PC18 <= 2.052136
PC24 > 0.1716518
PC28 > -0.5053671
PC42 <= 1.231999
PC43 > -1.949436
PC46 <= 2.26159
PC48 > 0.3737023
-> class 0\|0 [0.988]
Rule 52/2: (56, lift 16.3)
PC4 <= 9.036902
PC18 > 2.052136
PC20 > 5.389591
PC40 <= 2.539887
PC55 > -0.2017151
-> class 0\|0 [0.983]
Rule 52/3: (91.6/1.4, lift 16.2)
PC13 <= 6.92457
PC18 > 2.052136
PC24 > -2.807883
PC40 > 2.539887
PC94 > -0.08038266
-> class 0\|0 [0.974]
Rule 52/4: (33.2/2, lift 15.2)
PC18 > -0.1703712
PC18 <= 2.052136
PC20 > 2.415194
PC23 > -1.15308
PC24 > 1.251147
PC48 <= 0.3737023
-> class 0\|0 [0.916]
Rule 52/5: (7.6, lift 14.9)
PC2 > 2.231518
PC3 <= 1.640775
PC6 <= -1.842872
PC18 > -1.151425
PC18 <= -0.1703712
-> class 0\|0 [0.896]
Rule 52/6: (21.9/2.9, lift 13.9)
PC3 <= 1.640775
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > -0.1703712
PC23 > -1.15308
PC25 <= -1.179281
PC42 <= 1.231999
PC69 > -2.954287
PC85 <= 2.512079
PC86 <= 3.738426
-> class 0\|0 [0.837]
Rule 52/7: (28.9/8.3, lift 11.7)
PC6 > -0.4129731
PC13 > 6.92457
PC18 > -0.1703712
PC34 > -0.9182814
PC93 <= -0.3378307
-> class 0\|0 [0.701]
Rule 52/8: (68.2/20.3, lift 11.6)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.036902
PC11 > -0.1208021
PC18 > -0.1703712
PC23 > -1.15308
PC31 <= 0.2246533
PC42 <= 1.231999
PC59 > -2.862893
PC69 > -2.954287
PC76 <= -1.220887
-> class 0\|0 [0.697]
Rule 52/9: (1615.3/612, lift 10.3)
PC2 > 2.231518
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > 2.052136
PC85 <= 2.512079
-> class 0\|0 [0.621]
Rule 52/10: (92.6, lift 12.5)
PC1 <= -0.6001828
PC4 <= 9.036902
PC13 <= 6.92457
PC16 > -2.086792
PC18 > 2.052136
PC28 > 0.5989197
PC40 <= 2.539887
PC48 > -0.5261896
PC60 > -0.6793855
PC97 > -0.6640993
PC100 <= 1.198495
-> class 0\|1 [0.989]
Rule 52/11: (81.9, lift 12.5)
PC1 <= -0.6001828
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > 2.331058
PC24 > -2.807883
PC28 <= 3.038249
PC42 <= 2.389616
PC55 <= -0.2017151
PC60 > -0.6793855
-> class 0\|1 [0.988]
Rule 52/12: (152.7/1.5, lift 12.4)
PC1 <= -0.6001828
PC13 <= 6.92457
PC18 > 2.052136
PC20 <= 5.389591
PC24 > -2.807883
PC25 > -1.050508
PC32 > -0.846393
PC55 > -0.1706757
PC60 > -0.6793855
PC80 > 0.09952402
PC86 <= 3.738426
PC99 > -2.460464
-> class 0\|1 [0.984]
Rule 52/13: (58.2, lift 12.4)
PC1 <= -0.4022276
PC2 > 2.231518
PC6 > -1.842872
PC18 > -1.151425
PC18 <= -0.1703712
PC20 > -4.323125
PC41 > 0.1165162
PC43 > -1.914891
PC84 <= 0.3881398
-> class 0\|1 [0.983]
Rule 52/14: (56.1/0.4, lift 12.3)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > -0.1703712
PC18 <= 2.052136
PC23 > -1.15308
PC24 > 0.1716518
PC28 <= -0.5053671
PC42 <= 1.231999
PC85 <= 2.512079
-> class 0\|1 [0.975]
Rule 52/15: (172.3/3.6, lift 12.3)
PC1 <= -0.6001828
PC2 > 2.231518
PC13 <= 6.92457
PC16 > -2.086792
PC18 > -0.1703712
PC20 <= 5.389591
PC24 > -2.807883
PC25 > -1.050508
PC28 <= 0.5989197
PC40 <= 2.539887
PC43 <= 0.886059
PC45 <= 0.04725019
PC46 <= 0.1465455
PC54 > -0.7879031
PC55 > -0.2017151
PC80 <= 0.09952402
PC97 > -0.6640993
PC100 <= 1.198495
-> class 0\|1 [0.974]
Rule 52/16: (71.1/1.1, lift 12.3)
PC6 <= -0.4129731
PC13 > 6.92457
PC13 <= 11.33877
PC18 > -0.1703712
PC34 > -0.9182814
PC47 > -1.455151
PC93 <= -0.3378307
-> class 0\|1 [0.971]
Rule 52/17: (24.9, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.151425
PC18 <= -0.1703712
PC41 <= 0.1165162
PC43 <= -1.03128
PC85 <= 2.483291
-> class 0\|1 [0.960]
Rule 52/18: (55.2/1.3, lift 12.1)
PC1 <= -0.6001828
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > 2.052136
PC18 <= 2.331058
PC28 <= 3.038249
PC40 <= 2.539887
PC85 <= 2.512079
-> class 0\|1 [0.960]
Rule 52/19: (24.6/0.2, lift 12.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.1703712
PC24 <= -2.807883
PC28 <= 3.038249
PC55 > 0.5360361
-> class 0\|1 [0.955]
Rule 52/20: (20.2, lift 12.1)
PC2 > 2.231518
PC13 <= 6.92457
PC18 > -0.1703712
PC24 > -2.807883
PC40 > 2.539887
PC46 <= 2.26159
PC90 <= 3.016202
PC94 <= -0.08038266
-> class 0\|1 [0.955]
Rule 52/21: (20.4, lift 12.1)
PC1 > -0.6001828
PC18 > 2.052136
PC45 > 1.030894
PC51 > 0.2182656
-> class 0\|1 [0.955]
Rule 52/22: (18.1, lift 12.0)
PC2 > 2.231518
PC3 <= 1.640775
PC10 <= 0.3821183
PC43 > -1.914891
PC78 > 2.841389
PC79 > -0.2786686
-> class 0\|1 [0.950]
Rule 52/23: (15.5, lift 11.9)
PC1 > -0.6001828
PC13 <= 6.92457
PC18 > 2.052136
PC24 > -2.807883
PC51 > 0.2182656
PC52 <= -0.002370123
PC86 <= 3.738426
-> class 0\|1 [0.943]
Rule 52/24: (68.5/3.1, lift 11.9)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.0332509
PC16 <= 0.9584243
PC18 <= -0.1703712
PC43 <= -1.914891
PC64 <= 0.9781231
-> class 0\|1 [0.942]
Rule 52/25: (14.8, lift 11.9)
PC2 > 2.231518
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > 2.052136
PC90 > 3.016202
-> class 0\|1 [0.941]
Rule 52/26: (13, lift 11.8)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.151425
PC18 <= -0.1703712
PC20 > -4.323125
PC78 > 2.204419
-> class 0\|1 [0.933]
Rule 52/27: (9.9, lift 11.6)
PC4 > 9.036902
PC8 > -0.1970699
PC18 > -0.1703712
-> class 0\|1 [0.916]
Rule 52/28: (27.6/3, lift 10.9)
PC13 <= 6.92457
PC18 > 2.052136
PC20 > -5.04436
PC24 > -2.807883
PC28 <= 3.038249
PC53 > -0.8665792
PC74 <= -0.8942738
-> class 0\|1 [0.863]
Rule 52/29: (24.4/2.7, lift 10.9)
PC4 <= 9.036902
PC18 > 2.052136
PC24 > -2.807883
PC25 <= -0.4056139
PC51 <= 0.2182656
PC53 > -0.8665792
-> class 0\|1 [0.860]
Rule 52/30: (36/5, lift 10.6)
PC4 > 9.036902
PC18 > -0.1703712
PC20 > 2.858433
PC43 <= 2.642208
PC85 <= 2.512079
PC86 <= 3.738426
-> class 0\|1 [0.842]
Rule 52/31: (6/0.3, lift 10.5)
PC1 > -0.6001828
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.1703712
PC51 <= 0.2182656
PC94 <= -1.030458
-> class 0\|1 [0.834]
Rule 52/32: (128.2/22.4, lift 10.4)
PC2 > 2.231518
PC6 > -1.842872
PC18 > -1.151425
PC18 <= -0.1703712
PC20 > -4.323125
PC44 > 0.7174938
PC51 <= 0.7510986
-> class 0\|1 [0.820]
Rule 52/33: (15.1/2.3, lift 10.2)
PC1 > -0.6001828
PC18 > 2.052136
PC21 > 0.4170112
PC53 > -0.8665792
-> class 0\|1 [0.809]
Rule 52/34: (24.9/7.1, lift 8.8)
PC2 > 2.231518
PC3 <= 1.640775
PC9 > 0.7720632
PC18 > -1.151425
PC41 <= 0.1165162
-> class 0\|1 [0.699]
Rule 52/35: (2618.1/1380.9, lift 6.0)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 9.036902
PC13 <= 6.92457
PC18 > -0.1703712
PC43 <= 2.642208
PC46 <= 2.26159
PC85 <= 2.512079
PC86 <= 3.738426
-> class 0\|1 [0.473]
Rule 52/36: (109.3/0.3, lift 9.4)
PC2 > 2.231518
PC3 <= 1.640775
PC7 <= 0.6447995
PC8 <= 0.1692954
PC13 <= 6.92457
PC18 > -0.1703712
PC18 <= 2.052136
PC42 > 1.231999
PC43 <= 2.642208
-> class 0\|2 [0.988]
Rule 52/37: (80.6/0.2, lift 9.4)
PC3 <= 1.640775
PC8 > -0.02650097
PC18 <= -1.151425
PC35 <= -0.6423977
PC39 > -0.887435
PC43 > -1.914891
-> class 0\|2 [0.985]
Rule 52/38: (111.2/0.6, lift 9.4)
PC4 <= -5.741927
PC18 > -2.15512
PC18 <= -1.151425
PC34 > -3.312161
PC36 <= 1.410687
PC43 > -1.914891
PC93 > -1.141158
-> class 0\|2 [0.985]
Rule 52/39: (129.8/2.7, lift 9.2)
PC4 > 8.372863
PC5 > 2.361656
PC18 <= -0.1703712
PC37 > -2.503764
PC53 > -10.05933
PC78 <= 2.841389
-> class 0\|2 [0.972]
Rule 52/40: (19.9, lift 9.1)
PC2 > 2.231518
PC3 <= 1.640775
PC8 > 0.0332509
PC16 > 0.9584243
PC43 <= -1.914891
-> class 0\|2 [0.954]
Rule 52/41: (22.1/1.3, lift 8.6)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= -0.1703712
PC35 > -0.6423977
PC36 <= 1.567114
PC56 > -0.3356005
PC64 > 0.2261279
PC79 > -3.772085
PC100 > 1.124759
-> class 0\|2 [0.905]
Rule 52/42: (53.1/4.9, lift 8.5)
PC2 > 2.231518
PC11 > -0.1208021
PC18 > -0.1703712
PC18 <= 2.052136
PC42 <= 1.231999
PC43 <= 2.642208
PC59 <= -2.862893
-> class 0\|2 [0.893]
Rule 52/43: (42.7/4, lift 8.4)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -0.1703712
PC20 > -3.048295
PC36 <= 1.410687
PC46 > -0.2919482
PC78 <= 0.3674746
PC97 > 0.5408844
-> class 0\|2 [0.887]
Rule 52/44: (81.5/8.4, lift 8.4)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.151425
PC18 <= -0.1703712
PC20 > -4.323125
PC28 <= 0.5167035
PC84 > 0.3881398
-> class 0\|2 [0.887]
Rule 52/45: (95.8/13.2, lift 8.1)
PC2 > 2.231518
PC3 <= -1.230333
PC11 > -0.1208021
PC18 > -0.1703712
PC18 <= 2.052136
PC23 <= -1.15308
PC41 > -0.1446953
PC86 > -0.8558152
-> class 0\|2 [0.854]
Rule 52/46: (29.7/3.8, lift 8.1)
PC18 > 2.052136
PC28 > 3.038249
PC46 <= 2.26159
-> class 0\|2 [0.850]
Rule 52/47: (35.5/9.9, lift 6.7)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.92457
PC18 > -0.1703712
PC18 <= 2.052136
PC31 > 0.2246533
PC46 <= 2.26159
PC48 <= 0.3737023
PC85 <= 2.512079
-> class 0\|2 [0.709]
Rule 52/48: (7987.6/5893.1, lift 2.5)
PC2 > 2.231518
-> class 0\|2 [0.262]
Rule 52/49: (176.7, lift 10.6)
PC3 <= 0.1731922
PC4 <= 8.372863
PC18 <= -2.15512
PC27 > -6.428258
PC35 > -0.6423977
PC43 > -1.805454
PC49 <= 0.9721346
PC56 <= -0.2717859
PC64 <= 0.2261279
PC91 > -0.7195712
PC92 > -0.988363
-> class 0\|3 [0.994]
Rule 52/50: (108.9, lift 10.5)
PC4 <= 8.372863
PC18 <= -2.15512
PC64 <= 0.2261279
PC71 <= 0.4394381
PC97 <= -0.9246993
-> class 0\|3 [0.991]
Rule 52/51: (106.3, lift 10.5)
PC4 > -7.746524
PC4 <= 8.372863
PC10 > -6.330352
PC18 <= -2.15512
PC34 > -2.607624
PC44 <= 0.7573652
PC56 > -0.3356005
PC71 <= 0.4394381
PC74 <= 1.682982
PC91 <= -0.7195712
-> class 0\|3 [0.991]
Rule 52/52: (146.2/0.6, lift 10.5)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -5.741927
PC4 <= 8.372863
PC18 <= -0.1703712
PC23 <= -1.946444
PC35 > -0.6423977
PC65 > -0.787691
-> class 0\|3 [0.989]
Rule 52/53: (82.8, lift 10.5)
PC10 > -6.330352
PC18 <= -1.151425
PC35 > -0.6423977
PC36 > 1.410687
PC36 <= 1.567114
PC70 <= 0.3689561
-> class 0\|3 [0.988]
Rule 52/54: (78.2, lift 10.5)
PC4 > -7.746524
PC4 <= 8.372863
PC18 <= -2.15512
PC35 > -0.6423977
PC36 <= 1.567114
PC49 <= 0.9721346
PC56 > -0.3356005
PC71 <= 0.4394381
PC74 <= 1.682982
PC92 <= -0.988363
-> class 0\|3 [0.987]
Rule 52/55: (72.4, lift 10.5)
PC4 <= 8.372863
PC18 > -2.15512
PC18 <= -0.1703712
PC20 <= -3.048295
PC65 > -0.787691
PC79 > -3.772085
-> class 0\|3 [0.987]
Rule 52/56: (74, lift 10.5)
PC3 <= 1.640775
PC4 > -5.741927
PC4 <= 8.372863
PC17 > -2.900951
PC18 <= -1.151425
PC36 <= 1.567114
PC52 <= -1.304395
PC60 > -0.3030066
PC65 > -0.787691
PC78 <= 2.841389
-> class 0\|3 [0.987]
Rule 52/57: (78.1, lift 10.5)
PC2 > 2.231518
PC3 <= 0.1731922
PC4 > -5.741927
PC4 <= 8.372863
PC18 <= -0.1703712
PC42 > 1.999709
PC65 > -0.787691
PC81 <= 1.765621
PC86 <= 1.767536
-> class 0\|3 [0.987]
Rule 52/58: (62.7, lift 10.5)
PC2 > 2.231518
PC4 > -7.746524
PC4 <= 8.372863
PC18 > -2.15512
PC18 <= -1.151425
PC36 <= 1.567114
PC81 <= 1.765621
PC93 <= -1.141158
-> class 0\|3 [0.985]
Rule 52/59: (66.1, lift 10.5)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 8.372863
PC10 > -6.330352
PC18 > -2.15512
PC18 <= -1.151425
PC77 <= -0.5661916
PC79 > -3.772085
PC81 <= 1.765621
-> class 0\|3 [0.985]
Rule 52/60: (62.2, lift 10.5)
PC2 > 2.231518
PC3 <= 1.640775
PC18 <= -0.1703712
PC26 <= -2.09578
PC43 > -1.914891
-> class 0\|3 [0.984]
Rule 52/61: (102.5/0.7, lift 10.5)
PC2 > 8.245768
PC4 > -7.746524
PC4 <= 8.372863
PC18 <= -1.151425
PC27 > -6.428258
PC81 <= 1.765621
-> class 0\|3 [0.983]
Rule 52/62: (49.9, lift 10.4)
PC2 > 2.231518
PC3 <= 1.640775
PC4 > -7.746524
PC4 <= 8.372863
PC18 <= -2.15512
PC28 <= 2.68267
PC35 > -0.6423977
PC36 <= 1.567114
PC56 > -0.3356005
PC62 > 0.2202972
PC78 <= 2.841389
PC91 > -0.7195712
PC92 <= -0.1957213
-> class 0\|3 [0.981]
Rule 52/63: (51.9, lift 10.4)
PC3 <= 1.640775
PC4 <= 8.372863
PC18 > -2.15512
PC18 <= -1.151425
PC35 > -0.6423977
PC36 <= 1.567114
PC78 <= 2.841389
PC81 <= 1.765621
PC86 > 1.767536
-> class 0\|3 [0.981]
Rule 52/64: (49.7, lift 10.4)
PC2 > 2.231518
PC4 <= 8.372863
PC10 > -6.330352
PC18 <= -1.151425
PC36 > 2.720673
-> class 0\|3 [0.981]
Rule 52/65: (44.4, lift 10.4)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -0.1703712
PC46 > 2.26159
-> class 0\|3 [0.978]
Rule 52/66: (42, lift 10.4)
PC2 > 2.231518
PC3 <= 1.640775
PC10 > 0.3821183
PC18 <= -0.1703712
PC43 > -1.914891
PC78 > 2.841389
-> class 0\|3 [0.977]
Rule 52/67: (128.8/2.2, lift 10.4)
PC2 > 2.231518
PC3 <= 1.640775
PC4 <= 8.372863
PC10 > -6.330352
PC18 <= -1.151425
PC27 > -6.428258
PC35 > -0.6423977
PC81 <= 1.765621
PC100 <= -0.725608
-> class 0\|3 [0.975]
Rule 52/68: (36.8, lift 10.4)
PC2 > 2.231518
PC18 <= -1.151425
PC35 <= -0.6423977
PC39 <= -0.887435
-> class 0\|3 [0.974]
Rule 52/69: (226.6/6.1, lift 10.3)
PC3 <= 0.1731922
PC4 > -7.746524
PC4 <= 8.372863
PC18 <= -2.15512
PC27 > -6.428258
PC35 > -0.6423977
PC36 <= 1.567114
PC37 <= 2.179505
PC43 > -1.805454
PC49 <= 0.9721346
PC56 <= -0.3356005
PC79 > -3.772085
-> class 0\|3 [0.969]
Rule 52/70: (28.4, lift 10.3)
PC13 > 6.92457
PC38 > 0.9552551
PC68 <= 0.1363901
PC93 > -0.3378307
-> class 0\|3 [0.967]
Rule 52/71: (30.1/0.2, lift 10.2)
PC2 > 2.231518
PC3 <= 1.640775
PC11 <= -0.1208021
PC13 <= 6.92457
PC18 <= 2.052136
PC85 <= 2.512079
-> class 0\|3 [0.963]
Rule 52/72: (28.8/0.2, lift 10.2)
PC4 <= 8.372863
PC18 > -2.15512
PC18 <= -1.151425
PC34 > -3.312161
PC34 <= -2.804436
-> class 0\|3 [0.962]
Rule 52/73: (23.5, lift 10.2)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -0.9933308
PC18 > -1.151425
PC18 <= -0.1703712
PC42 > 0.4535916
-> class 0\|3 [0.961]
Rule 52/74: (36.4/0.7, lift 10.2)
PC2 > 2.231518
PC3 <= 1.640775
PC15 <= -1.210525
PC18 > -1.151425
PC18 <= -0.1703712
PC43 > -1.03128
-> class 0\|3 [0.956]
Rule 52/75: (21.7, lift 10.2)
PC2 > 2.231518
PC41 <= 0.1165162
PC43 > -1.03128
PC47 > 2.80289
PC85 <= 2.483291
-> class 0\|3 [0.955]
Rule 52/76: (20.1, lift 10.2)
PC13 > 6.92457
PC34 <= -0.9182814
PC93 <= -0.3378307
-> class 0\|3 [0.955]
Rule 52/77: (147.9/6.1, lift 10.1)
PC2 > 2.231518
PC4 > -5.741927
PC4 <= 8.372863
PC5 > -0.4823957
PC14 <= 0.3581009
PC17 > -2.900951
PC18 > -2.15512
PC18 <= -1.151425
PC28 > -1.457534
PC46 > -0.2919482
PC59 <= 0.9079112
PC60 > -0.3030066
PC65 > -0.787691
PC78 <= 0.3674746
PC86 > 0.2526835
PC92 > -0.5108621
PC97 <= 0.5408844
-> class 0\|3 [0.953]
Rule 52/78: (18.8, lift 10.1)
PC3 <= 0.1731922
PC4 > -5.741927
PC17 > -2.900951
PC18 <= -1.151425
PC20 > -3.048295
PC23 > -1.946444
PC43 > -1.914891
PC43 <= -0.961693
PC65 > -0.787691
-> class 0\|3 [0.952]
Rule 52/79: (15.7, lift 10.0)
PC13 > 6.92457
PC43 <= 2.642208
PC90 > 2.841596
PC93 > -0.3378307
-> class 0\|3 [0.943]
Rule 52/80: (297.9/16.5, lift 10.0)
PC3 <= 0.1731922
PC4 > -7.746524
PC4 <= 8.372863
PC18 <= -2.15512
PC26 <= 1.475225
PC34 > -2.607624
PC35 > -0.6423977
PC36 <= 1.567114
PC37 <= 2.179505
PC64 > 0.2261279
PC71 <= 0.4394381
-> class 0\|3 [0.942]
Rule 52/81: (233/14.4, lift 9.9)
PC3 <= 0.1731922
PC4 > -7.746524
PC10 > -5.636711
PC15 <= 0.7941363
PC17 <= 0.213413
PC18 <= -2.15512
PC27 > -6.428258
PC28 <= 2.68267
PC36 <= 1.188272
PC42 > -0.9284814
PC49 <= 0.9721346
PC57 <= 1.459397
PC64 <= 0.2261279
PC70 <= 1.354141
PC71 <= 0.4394381
PC81 > -2.928782
PC91 > -0.7149974
PC92 > -0.1957213
PC100 > -0.725608
-> class 0\|3 [0.935]
Rule 52/82: (13.5, lift 10.0)
PC2 > 2.231518
PC3 <= 1.640775
PC85 > 2.512079
PC92 <= -4.384049
-> class 0\|3 [0.935]
Rule 52/83: (9.1, lift 9.7)
PC13 > 6.92457
PC39 > 2.631004
PC43 <= 2.642208
-> class 0\|3 [0.910]
Rule 52/84: (7.4, lift 9.5)
PC18 > -1.151425
PC18 <= -0.1703712
PC28 > 3.778366
-> class 0\|3 [0.894]
Rule 52/85: (5.4, lift 9.2)
PC4 > 8.372863
PC18 <= -1.151425
PC37 <= -2.503764
PC78 <= 2.841389
-> class 0\|3 [0.865]
Rule 52/86: (43.9/5.8, lift 9.1)
PC18 <= -1.151425
PC78 <= 2.841389
PC79 <= -3.772085
-> class 0\|3 [0.853]
Rule 52/87: (79.2/11.4, lift 9.0)
PC13 > 6.92457
PC22 <= -1.542372
PC68 <= 0.1363901
PC93 > -0.3378307
-> class 0\|3 [0.848]
Rule 52/88: (36.1/4.9, lift 9.0)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.151425
PC18 <= -0.1703712
PC38 > -0.2161568
PC41 <= 0.1165162
PC42 > 0.4535916
PC44 <= 0.7174938
-> class 0\|3 [0.846]
Rule 52/89: (18.3/2.5, lift 8.8)
PC4 > 8.372863
PC5 <= 2.361656
PC18 <= -0.1703712
PC40 > 0.8230735
PC79 > -3.772085
-> class 0\|3 [0.826]
Rule 52/90: (40.3/6.9, lift 8.7)
PC2 > 2.231518
PC18 > -0.1703712
PC43 > 2.642208
-> class 0\|3 [0.813]
Rule 52/91: (37.5/6.4, lift 8.6)
PC2 > 2.231518
PC3 <= 1.640775
PC8 <= 0.0332509
PC18 <= -0.1703712
PC43 <= -1.914891
-> class 0\|3 [0.812]
Rule 52/92: (53.2/12, lift 8.1)
PC2 > 2.231518
PC3 <= 1.640775
PC18 > -1.151425
PC18 <= -0.1703712
PC41 <= 0.1165162
PC51 > 0.7510986
-> class 0\|3 [0.764]
Rule 52/93: (15.9/5.8, lift 6.6)
PC4 <= -7.746524
PC18 <= -1.151425
PC43 > 0.3290616
-> class 0\|3 [0.621]
Rule 52/94: (102.9/54.9, lift 5.0)
PC2 > 2.231518
PC3 <= 1.640775
PC13 <= 6.92457
PC86 > 3.738426
-> class 0\|3 [0.467]
Rule 52/95: (307.8, lift 18.9)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 <= 5.401444
PC7 > -0.2138148
PC15 <= -3.180526
-> class 1\|0 [0.997]
Rule 52/96: (217.8, lift 18.9)
PC1 > -0.4334595
PC2 <= 2.231518
PC7 > -0.2138148
PC8 > 0.5808797
PC15 <= -3.180526
PC73 > -0.2849351
-> class 1\|0 [0.995]
Rule 52/97: (154.2, lift 18.8)
PC1 > -0.4334595
PC12 > 2.330901
PC16 <= 3.192014
PC53 > -2.026939
PC94 <= -0.1856826
-> class 1\|0 [0.993]
Rule 52/98: (106.3, lift 18.8)
PC2 <= 2.231518
PC4 > 0.2599949
PC6 <= -3.131424
PC11 <= -0.8052899
PC68 <= 1.01486
-> class 1\|0 [0.991]
Rule 52/99: (124.7/0.2, lift 18.8)
PC1 > -0.4334595
PC12 > 2.330901
PC53 > -2.026939
PC62 <= -0.2572035
PC98 > -0.6808266
-> class 1\|0 [0.990]
Rule 52/100: (69.2, lift 18.7)
PC1 <= 0.2641448
PC2 <= 2.231518
PC4 > 0.1724442
PC10 <= -0.1163324
PC18 <= 0.1765426
PC21 > 0.5164179
-> class 1\|0 [0.986]
Rule 52/101: (44.1, lift 18.5)
PC1 > -0.4334595
PC6 > -3.131424
PC18 <= 0.1765426
PC25 > 0.6966315
PC53 > -2.026939
-> class 1\|0 [0.978]
Rule 52/102: (27.6, lift 18.3)
PC1 > -0.4334595
PC2 <= 2.231518
PC15 > -3.180526
PC34 <= -1.165227
PC53 <= -2.026939
-> class 1\|0 [0.966]
Rule 52/103: (15.1, lift 17.8)
PC1 > -0.4334595
PC6 <= -0.5779222
PC12 > 2.330901
PC53 > -2.026939
-> class 1\|0 [0.942]
Rule 52/104: (28.8/1.1, lift 17.7)
PC1 > -0.4334595
PC12 > 2.330901
PC13 > -0.1439423
PC16 <= 3.192014
-> class 1\|0 [0.933]
Rule 52/105: (54.8/3.3, lift 17.5)
PC1 > -0.1812657
PC2 <= 2.231518
PC16 <= -0.5596209
PC18 > 0.1765426
PC59 <= 0.1105919
PC98 <= -0.02077594
-> class 1\|0 [0.925]
Rule 52/106: (26.6/1.2, lift 17.5)
PC1 > -0.4334595
PC7 > -0.2138148
PC15 <= -3.180526
PC73 <= -0.2849351
-> class 1\|0 [0.923]
Rule 52/107: (41.2/6, lift 15.9)
PC1 > -0.4334595
PC12 > 2.330901
PC16 <= 3.192014
PC93 > 0.4460569
-> class 1\|0 [0.838]
Rule 52/108: (610.8/283.8, lift 10.1)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
-> class 1\|0 [0.535]
Rule 52/109: (344.5/1.1, lift 16.1)
PC1 > -0.4334595
PC6 > -0.5779222
PC12 > 2.330901
PC13 <= -0.1439423
PC15 > -3.180526
PC16 <= 3.192014
PC62 > -0.2572035
PC93 <= 0.4460569
PC94 > -0.1856826
PC98 > -0.6808266
-> class 1\|1 [0.994]
Rule 52/110: (88.4, lift 16.0)
PC1 > 0.2641448
PC2 <= 2.231518
PC6 > -3.131424
PC7 > 1.530903
PC12 <= 2.330901
PC18 <= 0.1765426
PC19 > -0.401007
PC20 > -0.2868626
PC71 > -0.5136471
-> class 1\|1 [0.989]
Rule 52/111: (58.8, lift 15.9)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 <= -3.131424
PC11 > -0.8052899
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|1 [0.984]
Rule 52/112: (54.6, lift 15.9)
PC2 > 2.231518
PC3 > 1.640775
PC7 <= 10.6763
PC15 <= 1.034963
PC16 <= -0.8879908
PC71 <= 1.357093
-> class 1\|1 [0.982]
Rule 52/113: (46.2, lift 15.9)
PC1 > -0.1812657
PC2 <= 2.231518
PC16 <= -0.5596209
PC18 > 0.1765426
PC53 > -2.026939
PC59 > 0.1105919
-> class 1\|1 [0.979]
Rule 52/114: (107.1/1.5, lift 15.8)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 > -3.131424
PC7 > 1.530903
PC9 > 0.6369242
PC12 <= 2.330901
-> class 1\|1 [0.977]
Rule 52/115: (74/0.9, lift 15.8)
PC1 > -0.1812657
PC1 <= 0.2641448
PC4 > 0.1724442
PC6 > -3.131424
PC16 <= 0.8572028
PC18 <= 0.1765426
PC21 <= 0.5164179
PC96 <= 0.2275267
-> class 1\|1 [0.975]
Rule 52/116: (38.3, lift 15.8)
PC1 > 0.2641448
PC4 > -1.262205
PC13 <= -0.029561
PC15 > -3.180526
PC18 <= 0.1765426
PC21 > 0.1540816
PC35 <= 0.6117443
PC39 <= 0.3637722
PC71 > -0.5136471
PC90 <= 0.295255
-> class 1\|1 [0.975]
Rule 52/117: (37.5, lift 15.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
PC33 <= -0.5413352
-> class 1\|1 [0.975]
Rule 52/118: (36.7, lift 15.8)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 <= -3.131424
PC53 > -2.026939
PC68 > 1.01486
PC71 > -0.5136471
-> class 1\|1 [0.974]
Rule 52/119: (36.9, lift 15.8)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
PC65 <= -0.2877388
-> class 1\|1 [0.974]
Rule 52/120: (34.5, lift 15.8)
PC1 > -0.4334595
PC2 <= 2.231518
PC4 <= 0.2599949
PC6 <= -3.131424
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|1 [0.973]
Rule 52/121: (92.4/1.7, lift 15.7)
PC2 > 2.231518
PC3 > 1.640775
PC11 <= 0.4190986
PC14 <= 0.06546658
PC16 <= -0.8879908
-> class 1\|1 [0.972]
Rule 52/122: (28.6, lift 15.7)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
PC47 <= -0.295758
-> class 1\|1 [0.967]
Rule 52/123: (40.4/0.6, lift 15.6)
PC1 > -0.4334595
PC3 <= -0.4155948
PC7 <= 1.530903
PC19 <= -1.577841
PC35 <= 0.6117443
PC53 > -2.026939
PC71 > -0.5136471
PC90 <= 0.295255
PC98 > 0.0927595
PC98 <= 0.5380343
-> class 1\|1 [0.963]
Rule 52/124: (47.5/0.9, lift 15.6)
PC1 > -0.1812657
PC1 <= 0.2641448
PC4 > 0.1724442
PC6 > -3.131424
PC10 > -0.1163324
PC16 <= 0.8572028
PC18 <= 0.1765426
-> class 1\|1 [0.962]
Rule 52/125: (22.9, lift 15.6)
PC2 > 2.231518
PC3 > 1.640775
PC15 > 0.3925309
PC50 <= -0.2592405
-> class 1\|1 [0.960]
Rule 52/126: (64.5/1.8, lift 15.5)
PC6 > 5.401444
PC8 <= 0.5808797
PC15 <= -3.180526
PC62 > -0.1436179
PC73 > -0.2849351
-> class 1\|1 [0.958]
Rule 52/127: (20.3, lift 15.5)
PC5 <= -8.621844
PC14 > 0.06546658
-> class 1\|1 [0.955]
Rule 52/128: (82.6/2.9, lift 15.5)
PC1 > -0.1812657
PC2 <= 2.231518
PC6 > -3.131424
PC18 > 0.1765426
PC21 <= 0.9340292
PC67 > -0.3533701
PC71 > -0.5136471
PC98 > -0.02077594
-> class 1\|1 [0.954]
Rule 52/129: (17.1, lift 15.4)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
PC24 <= -0.6120089
-> class 1\|1 [0.948]
Rule 52/130: (28.4/0.6, lift 15.3)
PC1 > -0.1812657
PC2 > -1.739893
PC2 <= 2.231518
PC15 > -3.180526
PC19 > 1.491655
PC53 > -2.026939
PC71 <= -0.5136471
-> class 1\|1 [0.946]
Rule 52/131: (48.7/2.3, lift 15.2)
PC7 > 10.6763
PC14 > 0.06546658
PC16 <= -0.8879908
-> class 1\|1 [0.935]
Rule 52/132: (10.5, lift 14.9)
PC2 > 2.231518
PC3 > 1.640775
PC16 <= -0.8879908
PC75 > 1.283722
-> class 1\|1 [0.920]
Rule 52/133: (37.4/3, lift 14.6)
PC1 > -0.1812657
PC7 <= 1.530903
PC12 <= 2.330901
PC15 > -3.180526
PC23 > -2.081516
PC53 > -2.026939
PC71 > -0.5136471
PC90 <= 0.295255
PC98 > 0.5380343
-> class 1\|1 [0.898]
Rule 52/134: (10.9/0.4, lift 14.5)
PC2 > 2.231518
PC3 > 1.640775
PC15 > -0.4466875
PC16 > -0.8879908
PC23 > 0.8038166
-> class 1\|1 [0.892]
Rule 52/135: (6.8, lift 14.4)
PC1 > -0.1812657
PC6 > -3.131424
PC12 <= 2.330901
PC25 > 0.4423031
PC25 <= 0.6966315
PC45 <= -0.4300224
PC90 <= 0.295255
-> class 1\|1 [0.887]
Rule 52/136: (55.4/8.1, lift 13.6)
PC2 > 2.231518
PC3 > 1.640775
PC15 > 0.3925309
PC16 > -0.8879908
PC83 > -0.4227733
-> class 1\|1 [0.841]
Rule 52/137: (58.3/11.9, lift 12.7)
PC1 > 0.2641448
PC2 <= 2.231518
PC23 <= -2.081516
PC35 <= 0.6117443
PC53 > -2.026939
-> class 1\|1 [0.786]
Rule 52/138: (40.3/9.1, lift 12.4)
PC2 > 2.231518
PC3 > 1.640775
PC15 > -0.4466875
PC16 > -0.8879908
PC55 <= -0.2135467
-> class 1\|1 [0.763]
Rule 52/139: (37.3/9.8, lift 11.8)
PC1 > 0.2641448
PC6 > -3.131424
PC6 <= 3.793985
PC12 <= 2.330901
PC15 > -3.180526
PC18 <= 0.1765426
PC35 > 0.6117443
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|1 [0.727]
Rule 52/140: (234.8/156, lift 5.5)
PC1 > -0.4334595
PC1 <= -0.1812657
PC8 > 0.08846416
PC25 > 0.03642078
-> class 1\|1 [0.337]
Rule 52/141: (145.5, lift 15.9)
PC1 > -0.4334595
PC3 <= -0.4155948
PC6 > -3.131424
PC15 > -3.180526
PC19 <= -1.577841
PC35 <= 0.6117443
PC98 <= 0.0927595
-> class 1\|2 [0.993]
Rule 52/142: (95.8, lift 15.8)
PC1 > 0.2641448
PC3 > -0.4155948
PC7 <= 1.530903
PC12 <= 2.330901
PC15 > -3.180526
PC18 <= 0.1765426
PC45 > -0.4300224
PC66 <= -0.404139
-> class 1\|2 [0.990]
Rule 52/143: (66, lift 15.8)
PC1 > 0.2641448
PC3 > -0.4155948
PC7 <= 1.530903
PC18 <= 0.1765426
PC23 > -2.081516
PC25 <= 0.4423031
PC45 <= -0.4300224
PC71 > -0.5136471
-> class 1\|2 [0.985]
Rule 52/144: (150.7/1.2, lift 15.8)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 > -3.131424
PC7 > 1.530903
PC9 <= 0.6369242
PC18 <= 0.1765426
PC19 <= -0.401007
PC20 > -0.2868626
PC53 > -2.026939
-> class 1\|2 [0.985]
Rule 52/145: (63.5, lift 15.8)
PC3 > 1.640775
PC11 > -0.06240804
PC16 > -0.8879908
PC50 > -0.2592405
PC55 > -0.2135467
PC83 <= -0.4227733
-> class 1\|2 [0.985]
Rule 52/146: (118.1/0.9, lift 15.8)
PC3 > 8.554027
PC14 > -1.660562
PC15 <= -0.4466875
PC16 <= 9.680324
PC87 > -0.3342626
-> class 1\|2 [0.984]
Rule 52/147: (57.1, lift 15.7)
PC1 > 0.6894339
PC2 > -1.739893
PC2 <= 2.231518
PC12 <= 2.330901
PC19 <= 1.491655
PC53 > -2.026939
PC71 <= -0.5136471
PC94 > 0.07605403
-> class 1\|2 [0.983]
Rule 52/148: (61.5/0.2, lift 15.7)
PC1 > 0.2641448
PC3 > -0.4155948
PC7 <= 1.530903
PC13 <= -0.029561
PC18 <= 0.1765426
PC45 > -0.4300224
PC53 > -2.026939
PC73 > 0.1665001
PC90 <= 0.295255
-> class 1\|2 [0.982]
Rule 52/149: (52, lift 15.7)
PC1 > 0.2641448
PC1 <= 1.57334
PC2 <= 2.231518
PC12 <= 2.330901
PC21 <= 0.1540816
PC39 <= 0.3637722
PC42 <= -0.5513097
PC66 > -0.404139
PC71 > -0.5136471
PC90 <= 0.295255
-> class 1\|2 [0.981]
Rule 52/150: (46.4, lift 15.7)
PC1 > -0.1812657
PC4 <= -1.262205
PC7 <= 1.530903
PC18 <= 0.1765426
PC45 > -0.4300224
PC90 <= 0.295255
-> class 1\|2 [0.979]
Rule 52/151: (44.3, lift 15.7)
PC1 > 0.2641448
PC6 > -3.131424
PC7 <= 1.530903
PC13 <= -0.029561
PC25 <= 0.6966315
PC35 <= 0.6117443
PC63 > 0.7915884
-> class 1\|2 [0.978]
Rule 52/152: (127/1.9, lift 15.7)
PC1 > 1.57334
PC3 > -0.4155948
PC4 > -1.262205
PC7 <= 1.530903
PC12 <= 2.330901
PC13 <= -0.029561
PC21 <= -0.01504164
PC25 <= 0.6966315
PC35 <= 0.6117443
-> class 1\|2 [0.978]
Rule 52/153: (101.5/1.4, lift 15.6)
PC2 > 2.231518
PC3 > 1.640775
PC11 > -0.06240804
PC15 > -0.4466875
PC15 <= 0.3925309
PC23 <= 0.8038166
-> class 1\|2 [0.977]
Rule 52/154: (195/5.6, lift 15.5)
PC1 > 0.2641448
PC6 > -3.131424
PC7 <= 1.530903
PC15 > -3.180526
PC18 <= 0.1765426
PC25 <= 0.6966315
PC35 <= 0.6117443
PC53 > -2.026939
PC71 > -0.5136471
PC90 > 0.295255
-> class 1\|2 [0.966]
Rule 52/155: (37.1/0.4, lift 15.5)
PC2 > 2.231518
PC3 > 1.640775
PC14 > -1.660562
PC15 <= -0.4466875
PC56 > 0.5521903
-> class 1\|2 [0.965]
Rule 52/156: (42.1/0.9, lift 15.3)
PC1 > -0.4334595
PC6 > 3.793985
PC12 <= 2.330901
PC18 <= 0.1765426
PC35 > 0.6117443
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|2 [0.957]
Rule 52/157: (21.1, lift 15.3)
PC2 > 2.231518
PC3 > 1.640775
PC16 > -0.8879908
PC86 <= -1.966605
-> class 1\|2 [0.957]
Rule 52/158: (179.4/8.9, lift 15.1)
PC1 > 0.2641448
PC6 > -3.131424
PC7 <= 1.530903
PC12 <= 2.330901
PC15 > -3.180526
PC18 <= 0.1765426
PC39 > 0.3637722
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|2 [0.945]
Rule 52/159: (18.1/0.5, lift 14.8)
PC1 > -0.4334595
PC1 <= 0.2641448
PC2 <= 2.231518
PC16 > 0.8572028
PC18 <= 0.1765426
PC42 <= -0.01984132
PC53 > -2.026939
-> class 1\|2 [0.926]
Rule 52/160: (68.5/5.6, lift 14.5)
PC2 > 2.231518
PC6 <= -4.412595
PC15 <= -0.4466875
-> class 1\|2 [0.907]
Rule 52/161: (28.4/2.3, lift 14.3)
PC1 > -0.4334595
PC15 <= -3.180526
PC50 <= -0.4994218
-> class 1\|2 [0.891]
Rule 52/162: (136.7/17.5, lift 13.9)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 > -3.131424
PC12 <= 2.330901
PC13 <= -0.029561
PC18 <= 0.1765426
PC35 <= 0.6117443
PC53 > -2.026939
PC57 > 0.4830003
-> class 1\|2 [0.867]
Rule 52/163: (89.7/11.5, lift 13.8)
PC1 > -0.4334595
PC2 <= 2.231518
PC21 <= 0.9340292
PC45 > 0.5608946
PC53 > -2.026939
PC71 > -0.5136471
-> class 1\|2 [0.863]
Rule 52/164: (11.7/2, lift 12.6)
PC1 > -0.4334595
PC12 > 2.330901
PC15 > -3.180526
PC16 > 3.192014
PC53 > -2.026939
-> class 1\|2 [0.784]
Rule 52/165: (46.9/15.5, lift 10.6)
PC1 > -0.4334595
PC2 <= 2.231518
PC3 > -1.26054
PC34 > -1.165227
PC53 <= -2.026939
-> class 1\|2 [0.663]
Rule 52/166: (40.2/18.6, lift 8.6)
PC1 > -0.4334595
PC1 <= -0.1812657
PC2 <= 2.231518
PC95 > 0.2140702
-> class 1\|2 [0.535]
Rule 52/167: (30.8, lift 15.5)
PC1 > -0.1812657
PC2 <= 2.231518
PC6 > -3.131424
PC12 > -0.5798975
PC16 > -0.5596209
PC18 > 0.1765426
PC21 <= 0.9340292
PC45 <= 0.5608946
PC98 <= -0.02077594
-> class 1\|3 [0.969]
Rule 52/168: (260.8/9.4, lift 15.4)
PC1 > 0.2641448
PC3 > -0.4155948
PC4 > -1.262205
PC7 <= 0.5417639
PC13 > -0.029561
PC15 > -3.180526
PC18 <= 0.1765426
PC35 <= 0.6117443
PC39 <= 0.3637722
PC45 > -0.4300224
PC66 > -0.404139
PC90 <= 0.295255
-> class 1\|3 [0.961]
Rule 52/169: (17.9, lift 15.2)
PC1 > -0.4334595
PC1 <= -0.1812657
PC2 <= 2.231518
PC8 > 0.08846416
PC25 <= 0.03642078
PC71 > 0.3490205
-> class 1\|3 [0.950]
Rule 52/170: (118.9/5.7, lift 15.1)
PC2 > 2.231518
PC3 > 1.640775
PC15 <= -0.4466875
PC87 <= -0.3342626
-> class 1\|3 [0.945]
Rule 52/171: (17/0.4, lift 14.8)
PC1 > 0.2641448
PC2 <= 2.231518
PC4 > -1.262205
PC7 <= 1.530903
PC13 <= -0.029561
PC21 > -0.01504164
PC21 <= 0.1540816
PC35 <= 0.6117443
PC39 <= 0.3637722
PC90 <= 0.295255
-> class 1\|3 [0.927]
Rule 52/172: (233.8/16.7, lift 14.8)
PC2 > 2.231518
PC3 > 1.640775
PC3 <= 8.554027
PC6 > -4.412595
PC15 <= -0.4466875
PC56 <= 0.5521903
PC86 > -1.966605
-> class 1\|3 [0.925]
Rule 52/173: (132.9/10, lift 14.7)
PC1 > -0.1812657
PC1 <= 0.2641448
PC6 > -3.131424
PC16 > 0.8572028
PC42 > -0.01984132
-> class 1\|3 [0.918]
Rule 52/174: (183.5/18.2, lift 14.3)
PC1 > 0.2641448
PC1 <= 1.57334
PC6 > -3.131424
PC7 <= 1.530903
PC13 <= -0.029561
PC15 > -3.180526
PC21 <= 0.1540816
PC42 > -0.5513097
PC45 > -0.4300224
PC57 <= 0.4830003
PC63 <= 0.7915884
PC73 <= 0.1665001
PC90 <= 0.295255
-> class 1\|3 [0.896]
Rule 52/175: (4.2, lift 13.4)
PC2 > 2.231518
PC16 > 9.680324
-> class 1\|3 [0.839]
Rule 52/176: (23.4/4.9, lift 12.3)
PC1 > -0.1812657
PC1 <= 0.6894339
PC2 > -1.739893
PC2 <= 2.231518
PC53 > -2.026939
PC71 <= -0.5136471
-> class 1\|3 [0.767]
Rule 52/177: (324.1/0.6, lift 12.5)
PC5 <= 1.653798
PC8 > 2.293971
PC11 > -0.5750982
PC21 > -0.248798
PC28 <= 0.1522125
PC56 <= 0.2989103
PC60 > -0.4687333
PC70 <= -0.04090679
PC71 <= 0.9060505
PC73 > -1.045497
-> class 2\|0 [0.995]
Rule 52/178: (153.5, lift 12.5)
PC8 > 2.293971
PC17 > -0.2448919
PC21 > 0.01606804
PC24 > -0.1922835
PC30 <= 0.4288014
PC46 <= 0.9898062
PC56 <= 0.2989103
PC60 > -0.4687333
PC72 > -0.3578642
PC75 > 0.2797736
-> class 2\|0 [0.994]
Rule 52/179: (111, lift 12.5)
PC8 > 2.293971
PC21 > 2.39312
PC30 <= 0.4288014
PC56 <= 0.2989103
PC73 > -1.045497
-> class 2\|0 [0.991]
Rule 52/180: (399.9/3.4, lift 12.5)
PC1 <= -0.4334595
PC8 > 2.293971
PC10 <= 0.4714059
PC11 > -0.5750982
PC21 > -0.248798
PC28 <= 0.1522125
PC30 <= 0.4288014
PC41 <= 1.294022
PC46 <= 1.148417
PC56 <= 0.2989103
PC59 <= 0.3113531
PC60 > -0.4687333
PC75 <= 0.2797736
-> class 2\|0 [0.989]
Rule 52/181: (62.7, lift 12.4)
PC8 > 2.293971
PC21 > -0.248798
PC50 > 0.4240414
PC56 <= 0.2989103
PC60 <= -0.4687333
PC73 > -1.045497
PC88 > -0.1024168
-> class 2\|0 [0.984]
Rule 52/182: (50.8, lift 12.4)
PC1 > -0.4334595
PC2 <= 2.231518
PC3 <= -1.26054
PC15 > -3.180526
PC53 <= -2.026939
PC71 > -0.7803868
-> class 2\|0 [0.981]
Rule 52/183: (146.7/4.1, lift 12.2)
PC8 > 2.293971
PC21 > -0.248798
PC30 <= 0.4288014
PC31 > 0.8244593
PC56 <= 0.2989103
PC60 > -0.4687333
PC73 > -1.045497
-> class 2\|0 [0.966]
Rule 52/184: (99.6/2.6, lift 12.2)
PC1 <= -0.4334595
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC23 > -0.8236977
PC32 <= 1.071236
PC57 > 0.112213
PC69 <= 0.1875028
PC74 > -0.4723717
PC81 <= -0.0512562
-> class 2\|0 [0.965]
Rule 52/185: (21.3, lift 12.1)
PC8 > 2.293971
PC21 > -0.248798
PC40 > 1.247804
PC69 > -0.3568537
-> class 2\|0 [0.957]
Rule 52/186: (60.9/1.8, lift 12.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC10 <= -0.173114
PC12 > -0.9480676
PC32 > 1.071236
PC36 > 0.09076007
PC36 <= 0.3296598
-> class 2\|0 [0.955]
Rule 52/187: (13.6/0.7, lift 11.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC21 > -0.248798
PC56 > 0.2989103
PC69 <= -0.3568537
-> class 2\|0 [0.892]
Rule 52/188: (119.8/12.1, lift 11.2)
PC8 > 5.884351
PC21 > -0.248798
-> class 2\|0 [0.892]
Rule 52/189: (36.6/5.9, lift 10.4)
PC1 <= -0.4334595
PC8 > 2.293971
PC21 > -0.248798
PC49 <= -0.5975915
PC56 <= 0.2989103
PC60 <= -0.4687333
PC71 <= 0.9060505
-> class 2\|0 [0.822]
Rule 52/190: (988.2/441.1, lift 7.0)
PC1 > -0.4334595
PC1 <= -0.1812657
PC2 <= 2.231518
PC6 <= 3.194601
PC8 > 0.08846416
PC25 <= 0.03642078
PC71 <= 0.3490205
-> class 2\|0 [0.553]
Rule 52/191: (53.6/24.4, lift 6.8)
PC1 > -0.4334595
PC1 <= 9.948109
PC2 <= -1.739893
PC53 <= -1.822465
PC71 <= -0.5136471
-> class 2\|0 [0.543]
Rule 52/192: (165.9/1, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC21 <= -0.248798
PC22 > -1.207938
-> class 2\|1 [0.988]
Rule 52/193: (122.9/0.7, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC17 <= 0.03018144
PC19 > -0.4432499
PC28 > 0.07660204
PC40 > -1.177517
PC57 > 0.112213
-> class 2\|1 [0.987]
Rule 52/194: (73.7, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC10 > -0.173114
PC31 > -1.305315
PC32 > 1.071236
PC35 <= 1.159993
-> class 2\|1 [0.987]
Rule 52/195: (266.2/2.4, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC21 <= 2.39312
PC49 > -0.5975915
PC50 <= 0.4240414
PC57 <= -0.1227591
PC60 <= -0.4687333
-> class 2\|1 [0.987]
Rule 52/196: (72.8, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC17 <= -0.2448919
PC75 > 0.2797736
-> class 2\|1 [0.987]
Rule 52/197: (102.5/0.4, lift 10.3)
PC1 <= -0.4334595
PC8 > 2.293971
PC46 > 0.9898062
PC70 > -0.04090679
PC75 > 0.2797736
-> class 2\|1 [0.986]
Rule 52/198: (64.6, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC12 <= -0.9480676
PC31 > -1.305315
PC32 > 1.071236
PC35 <= 1.159993
-> class 2\|1 [0.985]
Rule 52/199: (59.1, lift 10.3)
PC1 > -0.4334595
PC3 <= -1.26054
PC15 > -3.180526
PC44 > 0.9012404
PC71 <= -0.7803868
-> class 2\|1 [0.984]
Rule 52/200: (52.8, lift 10.2)
PC2 <= -8.96454
PC32 <= -1.658215
PC87 > -0.7065366
-> class 2\|1 [0.982]
Rule 52/201: (179.4/2.4, lift 10.2)
PC1 <= -0.4334595
PC8 > 0.6300744
PC8 <= 2.293971
PC22 > -0.318399
PC32 <= 1.071236
PC35 <= 1.159993
PC57 <= 0.112213
PC58 > -0.2512889
-> class 2\|1 [0.981]
Rule 52/202: (102.3/1, lift 10.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC10 <= 0.4714059
PC21 <= 0.01606804
PC70 > -0.04090679
PC75 > 0.2797736
-> class 2\|1 [0.981]
Rule 52/203: (51, lift 10.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC28 > 0.1522125
-> class 2\|1 [0.981]
Rule 52/204: (42.9, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC35 <= 1.159993
PC64 <= -1.353724
-> class 2\|1 [0.978]
Rule 52/205: (39, lift 10.2)
PC1 <= -0.4334595
PC8 > 0.6300744
PC19 > 2.813428
PC100 > 0.09910014
-> class 2\|1 [0.976]
Rule 52/206: (39.8, lift 10.2)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 12.34091
PC32 <= -1.658215
PC42 <= -0.5816344
PC87 <= -0.7065366
-> class 2\|1 [0.976]
Rule 52/207: (37.7, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC11 > -0.5750982
PC24 <= -0.1922835
PC46 <= 1.148417
PC70 > -0.04090679
PC75 > 0.2797736
-> class 2\|1 [0.975]
Rule 52/208: (139.1/2.7, lift 10.2)
PC1 <= -0.4334595
PC8 > 2.293971
PC11 <= -0.5750982
PC31 <= 0.8244593
-> class 2\|1 [0.974]
Rule 52/209: (33.2, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC30 <= 0.03602969
PC32 <= 1.071236
PC39 > -0.4145089
PC47 > -0.6756435
PC57 > 0.112213
-> class 2\|1 [0.972]
Rule 52/210: (33.6, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC19 > -0.4432499
PC21 <= -0.2369291
PC35 <= 1.159993
PC40 > -1.177517
PC57 > 0.112213
-> class 2\|1 [0.972]
Rule 52/211: (32.2, lift 10.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC32 > 1.071236
PC36 <= 0.09076007
-> class 2\|1 [0.971]
Rule 52/212: (29.1, lift 10.1)
PC1 <= -0.4334595
PC8 > 2.293971
PC30 > 0.4288014
PC56 <= 0.2989103
-> class 2\|1 [0.968]
Rule 52/213: (28, lift 10.1)
PC1 <= -0.4334595
PC8 > 2.293971
PC71 > 0.9060505
-> class 2\|1 [0.967]
Rule 52/214: (26.2, lift 10.1)
PC1 <= -0.4334595
PC5 > 1.653798
PC8 > 2.293971
PC70 <= -0.04090679
-> class 2\|1 [0.965]
Rule 52/215: (25.1, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC10 > 0.4714059
PC60 > -0.4687333
PC70 > -0.04090679
-> class 2\|1 [0.963]
Rule 52/216: (25.3, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC56 > -0.4646702
PC57 <= 0.112213
PC96 <= -0.9326168
-> class 2\|1 [0.963]
Rule 52/217: (24.1, lift 10.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC12 > -1.672101
PC32 <= 1.071236
PC45 <= -0.1272229
PC56 > -0.4646702
PC57 <= 0.112213
-> class 2\|1 [0.962]
Rule 52/218: (51.1/1.1, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC59 > 0.3113531
PC70 > -0.04090679
PC75 <= 0.2797736
-> class 2\|1 [0.960]
Rule 52/219: (22.8, lift 10.0)
PC8 > 0.6300744
PC8 <= 2.293971
PC32 > 0.9398344
PC32 <= 1.071236
PC57 <= 0.112213
-> class 2\|1 [0.960]
Rule 52/220: (21.8, lift 10.0)
PC1 <= -0.4334595
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC35 <= 1.159993
PC57 > 0.112213
PC74 <= -0.4723717
PC93 <= 0.9738616
-> class 2\|1 [0.958]
Rule 52/221: (30.8/0.4, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC41 > 1.294022
PC56 <= 0.2989103
PC75 <= 0.2797736
-> class 2\|1 [0.956]
Rule 52/222: (20.1, lift 10.0)
PC8 > 0.6300744
PC19 > 2.813428
PC70 > 0.2946905
-> class 2\|1 [0.955]
Rule 52/223: (125.4/4.8, lift 10.0)
PC1 <= -0.4334595
PC8 > 2.293971
PC56 <= 0.2989103
PC60 <= -0.4687333
PC88 <= -0.1024168
-> class 2\|1 [0.954]
Rule 52/224: (52/1.7, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC31 <= 1.321666
PC57 > 0.112213
PC69 <= 0.1875028
PC81 > -0.0512562
-> class 2\|1 [0.950]
Rule 52/225: (18.1, lift 9.9)
PC1 > -0.4334595
PC1 <= -0.1812657
PC6 > 3.194601
PC95 <= 0.2140702
-> class 2\|1 [0.950]
Rule 52/226: (51/1.7, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 <= 0.2386457
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC29 <= -0.02825792
PC32 <= 1.071236
PC57 > 0.112213
-> class 2\|1 [0.949]
Rule 52/227: (251.1/11.9, lift 9.9)
PC1 <= -0.4334595
PC8 > 2.293971
PC8 <= 5.884351
PC40 <= 1.247804
PC56 > 0.2989103
PC69 > -0.3568537
-> class 2\|1 [0.949]
Rule 52/228: (13.9, lift 9.8)
PC1 > -0.4334595
PC1 <= 9.948109
PC2 <= -1.739893
PC12 <= 2.330901
PC15 > -3.180526
PC31 > 0.3185152
PC71 <= -0.5136471
-> class 2\|1 [0.937]
Rule 52/229: (30.5/1.1, lift 9.7)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC35 > 1.159993
PC93 <= 0.0192432
-> class 2\|1 [0.935]
Rule 52/230: (341.8/25.6, lift 9.6)
PC1 <= -0.4334595
PC6 <= 4.979324
PC8 > 0.6300744
PC8 <= 2.293971
PC12 > -3.177498
PC19 <= 2.813428
PC29 <= 0.1750378
PC32 <= 1.071236
PC33 <= 0.4790857
PC35 <= 1.159993
PC40 > -1.071633
PC52 > -0.1671013
PC57 <= 0.112213
PC61 <= 0.3838942
PC73 > -0.8958033
PC86 <= 0.7410226
-> class 2\|1 [0.923]
Rule 52/231: (38.3/2.3, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC31 > -1.305315
PC32 > 1.071236
PC36 > 0.3296598
-> class 2\|1 [0.917]
Rule 52/232: (45.2/2.9, lift 9.6)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 <= 0.2386457
PC8 > -0.2273773
PC36 > 0.4925368
PC56 > -0.4646702
PC67 > -0.7041289
-> class 2\|1 [0.916]
Rule 52/233: (99.3/8.1, lift 9.5)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC23 <= -0.8236977
PC57 > 0.112213
PC69 <= 0.1875028
PC81 <= -0.0512562
-> class 2\|1 [0.910]
Rule 52/234: (52/4.3, lift 9.4)
PC8 > 2.293971
PC21 > -0.248798
PC46 > 1.148417
PC60 > -0.4687333
PC70 > -0.04090679
-> class 2\|1 [0.901]
Rule 52/235: (8.9/0.1, lift 9.4)
PC1 <= -0.4334595
PC4 <= -0.3727229
PC8 > 0.6300744
PC8 <= 2.293971
PC40 <= -1.071633
-> class 2\|1 [0.898]
Rule 52/236: (85.1/8.3, lift 9.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC6 <= 0.7221945
PC8 > -3.393956
PC9 <= 8.286128
PC73 <= -1.404115
-> class 2\|1 [0.893]
Rule 52/237: (7.8/0.3, lift 9.1)
PC1 <= -0.4334595
PC8 > 2.293971
PC60 > -0.4687333
PC72 <= -0.3578642
PC75 > 0.2797736
-> class 2\|1 [0.872]
Rule 52/238: (19/2.2, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 0.6300744
PC12 > -1.672101
PC35 <= 1.159993
PC67 <= -0.7041289
-> class 2\|1 [0.850]
Rule 52/239: (41.1/5.5, lift 8.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 > 0.2386457
PC8 > -0.2273773
-> class 2\|1 [0.849]
Rule 52/240: (21/3.1, lift 8.6)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 0.6300744
PC12 > -1.672101
PC35 <= 1.159993
PC56 > -0.4646702
PC57 <= 0.112213
PC98 > 0.5733155
-> class 2\|1 [0.821]
Rule 52/241: (46/8, lift 8.5)
PC1 <= -0.4334595
PC8 > -0.2273773
PC8 <= 0.6300744
PC11 <= -1.8482
PC12 > -1.672101
-> class 2\|1 [0.813]
Rule 52/242: (28.1/10.4, lift 6.5)
PC2 <= 2.231518
PC23 <= -9.042807
-> class 2\|1 [0.622]
Rule 52/243: (20.6/8.9, lift 5.9)
PC1 > -0.1812657
PC6 > -3.131424
PC15 > -3.180526
PC18 > 0.1765426
PC21 > 0.9340292
PC53 > -2.026939
-> class 2\|1 [0.562]
Rule 52/244: (162.9, lift 11.6)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC10 > -0.3745408
PC11 > -3.603205
PC15 <= 3.836274
PC32 > -1.658215
PC41 > -0.9599223
PC58 <= 0.3449852
PC63 > 0.1578914
PC73 > -1.404115
PC78 > -0.1913931
PC85 > -1.70518
PC98 > -0.8459371
-> class 2\|2 [0.994]
Rule 52/245: (77.5/0.1, lift 11.5)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 > -0.3727229
PC8 > 0.6300744
PC8 <= 2.293971
PC22 <= -0.318399
PC32 <= 0.9398344
PC35 <= 1.159993
PC40 <= -1.071633
-> class 2\|2 [0.986]
Rule 52/246: (61.2, lift 11.5)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 <= 2.293971
PC19 <= 2.813428
PC22 <= -0.318399
PC32 <= 1.071236
PC57 <= 0.112213
PC86 > 0.7410226
-> class 2\|2 [0.984]
Rule 52/247: (61.9, lift 11.5)
PC1 <= -2.1305
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.836274
PC30 > 0.08101894
PC42 > -0.4032674
PC44 <= 0.5444354
PC60 > 0.01726107
PC62 <= 0.5356175
PC65 <= 0.9605793
PC78 > -0.1913931
PC80 > -0.4655629
-> class 2\|2 [0.984]
Rule 52/248: (69.3/0.2, lift 11.4)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 3.128259
PC15 <= 3.836274
PC19 > -3.200062
PC32 > -1.658215
PC43 > -1.062606
PC53 <= 2.046905
PC58 > 0.3449852
PC84 <= 0.2229569
-> class 2\|2 [0.983]
Rule 52/249: (72.7/0.6, lift 11.4)
PC1 <= -0.4334595
PC8 > 0.6300744
PC8 <= 2.293971
PC19 > 2.813428
PC64 > -1.353724
PC70 <= 0.2946905
PC100 <= 0.09910014
-> class 2\|2 [0.978]
Rule 52/250: (39.1, lift 11.4)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.836274
PC32 > -1.658215
PC73 > -1.404115
PC88 <= 0.8913909
PC91 > 1.315644
-> class 2\|2 [0.976]
Rule 52/251: (27.8, lift 11.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 <= 2.293971
PC19 <= -0.4432499
PC31 <= 1.321666
PC32 <= 1.071236
PC35 <= 1.159993
PC93 > 0.9738616
-> class 2\|2 [0.966]
Rule 52/252: (25, lift 11.2)
PC1 <= -0.4334595
PC8 > -3.393956
PC8 <= -0.2273773
PC12 <= 1.551
PC26 > 2.93625
PC29 <= 0.2788967
PC78 <= -0.1913931
PC79 > -0.2514036
-> class 2\|2 [0.963]
Rule 52/253: (46.4/0.9, lift 11.2)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC15 <= 3.836274
PC19 > -3.200062
PC29 <= 0.2788967
PC32 > -1.658215
PC36 <= -0.3939905
PC69 > -0.6630386
PC78 > -0.1913931
PC89 > -0.7814886
-> class 2\|2 [0.962]
Rule 52/254: (34.4/0.5, lift 11.2)
PC1 <= -0.4334595
PC8 > -3.393956
PC15 <= 3.836274
PC19 > 3.495609
PC30 <= 0.08101894
PC43 <= 0.6588725
PC45 <= 0.4335379
PC60 > 0.01726107
PC78 > -0.1913931
PC88 <= 0.8913909
-> class 2\|2 [0.960]
Rule 52/255: (21.8, lift 11.2)
PC1 <= -0.4334595
PC2 <= 2.231518
PC7 > 0.9211287
PC8 <= -0.2273773
PC15 <= 3.836274
PC43 <= 0.6588725
-> class 2\|2 [0.958]
Rule 52/256: (234/10, lift 11.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 <= 0.2386457
PC8 > -0.2273773
PC8 <= 0.6300744
PC11 > -1.8482
PC20 <= 0.5435099
PC32 <= 1.071236
PC36 <= 0.4925368
PC45 > -0.1272229
PC56 > -0.4646702
PC57 <= 0.112213
PC64 > -1.353724
PC67 > -0.7041289
PC96 > -0.9326168
PC98 <= 0.5733155
PC99 <= 1.492635
-> class 2\|2 [0.953]
Rule 52/257: (179.2/9.1, lift 11.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC4 <= 0.1598349
PC8 > -3.393956
PC8 <= -0.2273773
PC10 > -0.3745408
PC12 <= 2.077054
PC15 <= 3.836274
PC29 <= 0.2788967
PC32 > -1.658215
PC43 > -1.062606
PC43 <= 0.6588725
PC45 > -0.05648392
PC60 <= 0.01726107
PC61 > -1.478493
PC78 > -0.1913931
PC79 > -0.2514036
-> class 2\|2 [0.944]
Rule 52/258: (13.3, lift 10.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= 2.813428
PC22 <= -0.318399
PC33 > 0.4790857
PC35 <= 1.159993
PC57 <= 0.112213
-> class 2\|2 [0.933]
Rule 52/259: (166.2/10.6, lift 10.8)
PC1 <= -0.4334595
PC4 <= 0.2386457
PC8 > -0.2273773
PC8 <= 0.6300744
PC12 <= -1.672101
PC57 <= 0.112213
PC64 > -1.353724
PC96 > -0.9326168
-> class 2\|2 [0.931]
Rule 52/260: (12.4, lift 10.8)
PC2 <= 2.231518
PC4 <= 0.2386457
PC8 > -0.2273773
PC8 <= 2.293971
PC35 <= 1.159993
PC57 <= 0.112213
PC61 <= 0.3838942
PC64 > -1.353724
PC73 <= -0.8958033
PC86 <= 0.7410226
-> class 2\|2 [0.930]
Rule 52/261: (242.8/16.3, lift 10.8)
PC2 <= 2.231518
PC6 <= -0.04968825
PC8 > -3.393956
PC8 <= -0.2273773
PC9 > -2.63055
PC19 > -3.200062
PC32 > -1.658215
PC43 <= -1.062606
PC47 <= 0.5499423
PC53 > -1.245386
PC65 <= 2.230184
PC68 <= 2.618352
PC85 > -2.22348
-> class 2\|2 [0.929]
Rule 52/262: (11.8, lift 10.8)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC22 > -0.318399
PC32 <= 1.071236
PC57 <= 0.112213
PC58 <= -0.2512889
PC64 > -1.353724
-> class 2\|2 [0.927]
Rule 52/263: (42.5/2.5, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC21 > -0.2369291
PC28 <= 0.07660204
PC29 > -0.02825792
PC30 > 0.03602969
PC39 > -0.4145089
PC47 > -0.6756435
PC57 > 0.112213
-> class 2\|2 [0.922]
Rule 52/264: (12.8/0.2, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC10 > -0.3745408
PC19 > -3.200062
PC30 <= 0.08101894
PC40 <= -0.6677162
PC45 <= 0.4335379
PC60 > 0.01726107
PC63 <= 0.1578914
PC73 > -1.404115
PC79 > -0.2514036
PC88 <= 0.8913909
-> class 2\|2 [0.916]
Rule 52/265: (19/0.8, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC10 > -0.3745408
PC10 <= -0.3283361
PC58 <= 0.3449852
PC65 <= 0.9605793
PC78 > -0.1913931
-> class 2\|2 [0.915]
Rule 52/266: (9, lift 10.5)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > 0.6300744
PC8 <= 2.293971
PC19 <= 2.813428
PC22 <= -0.318399
PC32 <= 1.071236
PC35 <= 1.159993
PC40 > -1.071633
PC52 <= -0.1671013
-> class 2\|2 [0.906]
Rule 52/267: (8.6, lift 10.5)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC23 > -9.042807
PC32 <= -1.658215
PC62 > 1.680902
PC64 <= 0.1207646
-> class 2\|2 [0.906]
Rule 52/268: (74.1/6.4, lift 10.5)
PC1 <= -0.4334595
PC8 > -0.2273773
PC8 <= 2.293971
PC12 <= -3.177498
PC22 <= -0.318399
PC32 <= 1.071236
PC64 > -1.353724
-> class 2\|2 [0.902]
Rule 52/269: (43.2/3.6, lift 10.5)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC10 > -0.3745408
PC58 <= 0.3449852
PC63 <= 0.1578914
PC65 <= 0.9605793
PC79 > -0.2514036
PC85 > -1.70518
PC88 <= 0.8913909
PC89 <= -0.7814886
-> class 2\|2 [0.898]
Rule 52/270: (45.8/4.2, lift 10.4)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC31 <= -1.305315
PC35 <= 1.159993
-> class 2\|2 [0.891]
Rule 52/271: (19.8/1.5, lift 10.3)
PC1 <= -0.4334595
PC8 > -0.2273773
PC8 <= 2.293971
PC19 <= -0.4432499
PC31 > 1.321666
PC57 > 0.112213
-> class 2\|2 [0.887]
Rule 52/272: (63.1/6.7, lift 10.3)
PC1 <= -0.4334595
PC8 > 0.6300744
PC8 <= 2.293971
PC19 <= 2.813428
PC22 <= -0.318399
PC32 <= 1.071236
PC35 <= 1.159993
PC56 > -0.4646702
PC57 <= 0.112213
PC61 > 0.3838942
-> class 2\|2 [0.881]
Rule 52/273: (23/2.5, lift 10.0)
PC8 > -3.393956
PC8 <= -0.2273773
PC9 > 8.286128
PC23 > -9.042807
PC73 <= -1.404115
-> class 2\|2 [0.861]
Rule 52/274: (21.8/2.5, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC19 > -0.4432499
PC40 <= -1.177517
PC57 > 0.112213
-> class 2\|2 [0.851]
Rule 52/275: (10.3/0.9, lift 9.9)
PC1 <= -0.4334595
PC4 <= 0.2386457
PC6 > 4.979324
PC8 > -0.2273773
PC8 <= 2.293971
PC32 <= 1.071236
-> class 2\|2 [0.849]
Rule 52/276: (23.4/2.8, lift 9.9)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC12 > 1.551
PC15 <= 3.836274
PC29 <= 0.2788967
PC32 > -1.658215
PC65 <= 0.9605793
PC78 <= -0.1913931
PC79 > -0.2514036
-> class 2\|2 [0.849]
Rule 52/277: (11.4/1.1, lift 9.8)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC8 <= 2.293971
PC57 > 0.112213
PC62 <= -1.959648
-> class 2\|2 [0.841]
Rule 52/278: (74.8/11.3, lift 9.8)
PC1 <= -0.4334595
PC2 > -8.96454
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC32 <= -1.658215
PC64 > 0.1207646
PC73 > -1.404115
-> class 2\|2 [0.840]
Rule 52/279: (71.3/10.9, lift 9.7)
PC8 > -3.393956
PC8 <= -0.2273773
PC9 > 12.34091
-> class 2\|2 [0.838]
Rule 52/280: (3.9, lift 9.7)
PC1 <= -0.4334595
PC8 > -3.393956
PC11 > -3.603205
PC11 <= -3.589997
-> class 2\|2 [0.831]
Rule 52/281: (49.3/7.9, lift 9.6)
PC1 > -0.1812657
PC1 <= 9.948109
PC2 <= -1.739893
PC12 <= 2.330901
PC15 > -3.180526
PC27 <= -0.0922567
PC31 <= 0.3185152
PC43 <= 0.9897748
PC53 > -1.822465
-> class 2\|2 [0.826]
Rule 52/282: (220.1/48.3, lift 9.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -0.2273773
PC21 <= -0.248798
PC22 <= -1.207938
-> class 2\|2 [0.778]
Rule 52/283: (118.8/0.2, lift 8.4)
PC2 <= 2.231518
PC8 <= -3.393956
PC43 <= 1.878197
PC74 <= -0.8870361
-> class 2\|3 [0.990]
Rule 52/284: (74.6, lift 8.4)
PC1 <= -0.4334595
PC8 <= -3.393956
PC22 <= -1.905907
PC85 > -0.4749953
-> class 2\|3 [0.987]
Rule 52/285: (179.1/1.9, lift 8.4)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC19 > -3.200062
PC32 > -1.658215
PC43 > -1.062606
PC43 <= 0.6588725
PC60 > 0.01726107
PC63 <= 0.1578914
PC69 > -0.6630386
PC80 <= -0.4655629
PC89 > -0.7814886
PC91 <= 1.315644
-> class 2\|3 [0.984]
Rule 52/286: (59.3/0.2, lift 8.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 <= -0.2273773
PC29 <= 0.2788967
PC30 > 0.08101894
PC32 > -1.658215
PC36 > -0.3939905
PC42 <= -0.4032674
PC43 > -1.062606
PC43 <= 0.6588725
PC60 > 0.01726107
PC63 <= 0.1578914
-> class 2\|3 [0.980]
Rule 52/287: (37.6, lift 8.3)
PC8 <= -3.393956
PC26 > 3.239936
-> class 2\|3 [0.975]
Rule 52/288: (73.1/2.3, lift 8.1)
PC2 <= 2.231518
PC8 <= -3.393956
PC45 > 0.1566226
PC85 <= 0.5527021
-> class 2\|3 [0.956]
Rule 52/289: (53/1.5, lift 8.1)
PC1 <= -0.4334595
PC2 <= 2.231518
PC23 > -9.042807
PC53 > 2.046905
PC69 > -0.6630386
-> class 2\|3 [0.955]
Rule 52/290: (80.9/4, lift 8.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 12.34091
PC43 > -1.062606
PC58 <= 0.3449852
PC62 > 0.5356175
PC63 <= 0.1578914
PC78 > -0.1913931
PC89 > -0.7814886
-> class 2\|3 [0.939]
Rule 52/291: (9, lift 7.7)
PC1 > -0.1812657
PC2 <= 2.231518
PC6 > -3.131424
PC12 <= -0.5798975
PC18 > 0.1765426
PC98 <= -0.02077594
-> class 2\|3 [0.909]
Rule 52/292: (1338.2/605.6, lift 4.7)
PC1 <= -0.4334595
PC8 <= -3.393956
-> class 2\|3 [0.547]
Rule 52/293: (11947.3/9603.8, lift 1.7)
PC2 <= 2.231518
-> class 2\|3 [0.196]
Rule 52/294: (196.3/1.9, lift 22.6)
PC2 <= 2.231518
PC8 <= -3.393956
PC18 <= -0.3244587
PC22 > -1.905907
PC46 <= 0.413817
PC80 > -0.8535311
PC81 <= 0.3170384
PC85 > -0.4749953
PC96 <= 0.2911013
-> class 2\|4 [0.985]
Rule 52/295: (148.3/1.4, lift 22.6)
PC2 <= 2.231518
PC8 <= -3.393956
PC22 > -1.905907
PC46 <= 0.413817
PC81 <= 0.3170384
PC85 > 0.5527021
PC93 <= 0.3430927
-> class 2\|4 [0.984]
Rule 52/296: (139.9/1.8, lift 22.5)
PC1 <= -0.4334595
PC8 <= -3.393956
PC23 > -9.042807
PC43 > 1.878197
-> class 2\|4 [0.980]
Rule 52/297: (35.1, lift 22.3)
PC1 <= -0.4334595
PC8 <= -3.393956
PC21 > 1.261063
PC23 > -9.042807
PC80 > -0.8535311
PC81 <= 0.3170384
PC85 > -0.4749953
-> class 2\|4 [0.973]
Rule 52/298: (339.1/9.5, lift 22.2)
PC2 <= 2.231518
PC6 <= 0.09646326
PC8 <= -3.393956
PC12 > -0.6752266
PC22 > -1.905907
PC31 <= 1.2266
PC36 > -0.4081607
PC43 > -0.082638
PC45 <= 0.1566226
PC54 > -0.5684821
PC54 <= 1.07421
PC81 <= 0.3170384
PC85 > -0.4749953
PC86 > -0.4907506
PC93 <= 0.3430927
PC96 <= 0.2911013
-> class 2\|4 [0.969]
Rule 52/299: (20.7, lift 21.9)
PC1 > -1.842212
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 <= -0.2273773
PC15 <= 3.836274
PC32 > -1.658215
PC43 > -1.062606
PC65 > 0.9605793
PC69 > -0.6630386
-> class 2\|4 [0.953]
Rule 52/300: (18.1/0.1, lift 21.7)
PC1 <= -0.4334595
PC8 <= -3.393956
PC22 > -1.905907
PC31 <= 1.2266
PC46 <= -0.9632035
PC74 > -0.8870361
PC93 > 0.3430927
-> class 2\|4 [0.944]
Rule 52/301: (75.1/3.5, lift 21.6)
PC2 <= -0.3112209
PC7 <= -0.2138148
PC14 <= 1.410908
PC15 <= -3.180526
PC31 > -0.08342639
-> class 2\|4 [0.941]
Rule 52/302: (26.3/0.8, lift 21.5)
PC2 <= 2.231518
PC8 <= -3.393956
PC22 > -1.905907
PC26 <= 3.239936
PC43 <= 1.878197
PC44 > 0.1606775
PC46 <= 0.413817
PC74 > -0.8870361
PC81 <= 0.3170384
PC93 > 0.3430927
PC96 <= 0.2911013
-> class 2\|4 [0.936]
Rule 52/303: (10.6, lift 21.1)
PC1 <= -0.4334595
PC6 > 0.09646326
PC8 <= -3.393956
PC31 <= 1.2266
PC40 > 0.5126001
PC93 <= 0.3430927
-> class 2\|4 [0.921]
Rule 52/304: (10.2, lift 21.0)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 12.34091
PC15 <= 3.836274
PC51 > 0.07203522
PC58 <= 0.3449852
PC79 <= -0.2514036
PC91 <= 1.315644
-> class 2\|4 [0.917]
Rule 52/305: (100.8/7.9, lift 21.0)
PC1 <= -0.4334595
PC8 <= -0.2273773
PC19 <= -3.200062
PC73 > 0.2751132
-> class 2\|4 [0.914]
Rule 52/306: (9.1, lift 20.9)
PC1 <= -0.4334595
PC8 > -3.393956
PC8 <= -0.2273773
PC19 <= -3.200062
PC22 > -1.173825
PC32 > -1.658215
-> class 2\|4 [0.910]
Rule 52/307: (6.3, lift 20.2)
PC1 > -0.4334595
PC2 <= 2.231518
PC6 > -3.131424
PC18 > 0.1765426
PC67 <= -0.3533701
PC98 > -0.02077594
-> class 2\|4 [0.880]
Rule 52/308: (5.6/0.1, lift 19.6)
PC2 <= 2.231518
PC8 > -3.393956
PC43 <= -1.062606
PC65 > 2.230184
PC69 > -0.6630386
-> class 2\|4 [0.853]
Rule 52/309: (3.9, lift 19.0)
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC34 <= -1.223326
PC43 > -1.062606
-> class 2\|4 [0.829]
Rule 52/310: (35.3/13, lift 14.3)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 12.34091
PC69 <= -0.6630386
PC73 > -1.404115
-> class 2\|4 [0.624]
Rule 52/311: (43.1/16.2, lift 14.2)
PC1 <= -0.4334595
PC2 <= 2.231518
PC8 > -3.393956
PC8 <= -0.2273773
PC9 <= 12.34091
PC32 > -1.658215
PC45 > 0.4335379
PC73 > -1.404115
-> class 2\|4 [0.619]
Default class: 2\|3
----- Trial 53: -----
Rules:
Rule 53/1: (78.6, lift 18.8)
PC2 > 2.5099
PC14 > -0.7352768
PC18 > 1.059375
PC35 <= 0.4312338
PC39 <= 0.8584095
PC43 > -1.190145
PC58 > -1.082893
PC87 <= 0.3121256
PC92 <= -0.7560207
PC94 <= 2.988182
-> class 0\|0 [0.988]
Rule 53/2: (72.2, lift 18.8)
PC14 > -0.7352768
PC18 > 1.059375
PC19 <= 0.01074242
PC21 > 0.4791392
PC35 <= 0.4312338
-> class 0\|0 [0.987]
Rule 53/3: (71.4, lift 18.8)
PC1 > -0.7608647
PC7 > -0.9640536
PC18 > 1.059375
PC22 > -0.3330673
PC35 <= 0.4312338
PC58 > -0.9601887
PC66 <= -1.041652
PC76 <= 0.5309201
PC79 > -2.054516
PC92 > -0.7560207
-> class 0\|0 [0.986]
Rule 53/4: (76.5/0.2, lift 18.8)
PC1 > -0.7608647
PC7 > -0.9640536
PC15 > -0.2097452
PC17 > -0.264261
PC18 > 1.059375
PC22 > -0.3330673
PC32 > -0.6841727
PC38 > -0.6754741
PC39 <= 0.8584095
PC53 <= 1.939603
PC76 <= 0.5309201
PC87 <= -0.1403757
-> class 0\|0 [0.985]
Rule 53/5: (115.5/0.8, lift 18.8)
PC1 > -0.7608647
PC7 > -0.9640536
PC15 > -0.2097452
PC18 > 1.059375
PC22 > -0.3330673
PC35 <= 0.4312338
PC39 <= 0.8584095
PC69 > -3.640316
PC76 <= 0.5309201
PC84 > 0.3188441
-> class 0\|0 [0.985]
Rule 53/6: (59.4, lift 18.7)
PC15 > -0.2097452
PC18 > 1.059375
PC21 > 0.1626203
PC21 <= 0.4791392
PC39 <= 0.8584095
PC58 > -1.082893
PC84 <= 0.3188441
PC87 <= 0.3121256
PC94 <= 2.988182
-> class 0\|0 [0.984]
Rule 53/7: (59, lift 18.7)
PC2 > 2.5099
PC5 <= 1.912418
PC18 > 1.059375
PC22 > -0.3330673
PC35 <= 0.4312338
PC53 > 1.939603
-> class 0\|0 [0.984]
Rule 53/8: (57.5, lift 18.7)
PC7 > -0.9640536
PC18 > 1.059375
PC22 > -0.3330673
PC39 <= 0.8584095
PC58 > -1.082893
PC58 <= -0.9601887
PC70 <= 0.2250143
-> class 0\|0 [0.983]
Rule 53/9: (54.9, lift 18.7)
PC3 > -0.6656461
PC17 > -0.264261
PC18 > 1.059375
PC22 > -0.3330673
PC31 > -0.2922627
-> class 0\|0 [0.982]
Rule 53/10: (52.7, lift 18.7)
PC2 > 2.5099
PC5 <= 1.912418
PC7 > -0.9640536
PC14 > -0.7352768
PC18 > -0.3695138
PC22 > -0.3330673
PC39 <= 0.8584095
PC58 > -1.082893
PC73 > 0.7797525
PC84 <= 0.3188441
-> class 0\|0 [0.982]
Rule 53/11: (57.2/0.3, lift 18.6)
PC7 > -0.9640536
PC13 <= -0.5371296
PC17 > -0.264261
PC18 > 1.059375
PC35 <= 0.4312338
PC43 <= -1.190145
PC53 > -1.012046
PC58 > -1.082893
PC94 <= 2.988182
-> class 0\|0 [0.977]
Rule 53/12: (38, lift 18.6)
PC5 <= 1.912418
PC7 > -0.9640536
PC17 > -0.264261
PC18 > 1.059375
PC22 > -0.3330673
PC38 > -0.6754741
PC38 <= -0.6243031
-> class 0\|0 [0.975]
Rule 53/13: (80.4/1, lift 18.6)
PC2 > 2.5099
PC5 <= 1.912418
PC7 > -0.9640536
PC17 > -0.264261
PC22 > -0.3330673
PC35 <= 0.4312338
PC39 <= 0.8584095
PC48 > 0.4543721
PC53 > -1.012046
PC87 <= 0.3121256
-> class 0\|0 [0.975]
Rule 53/14: (33, lift 18.5)
PC5 <= 1.912418
PC7 > -0.9640536
PC17 > -0.264261
PC18 > 1.059375
PC22 > -0.3330673
PC28 <= -2.199023
PC58 > -1.082893
-> class 0\|0 [0.971]
Rule 53/15: (32.6, lift 18.5)
PC5 <= 1.912418
PC7 > -0.9640536
PC15 > -0.2097452
PC15 <= 0.9186463
PC17 > -0.264261
PC18 > 1.059375
PC35 <= 0.4312338
PC39 > -1.099381
PC39 <= 0.8584095
PC70 > 0.07854509
PC76 <= 0.5309201
PC87 <= 0.2345016
-> class 0\|0 [0.971]
Rule 53/16: (38.6/0.2, lift 18.5)
PC8 <= 0.2398475
PC18 > 1.059375
PC31 > -0.2922627
PC35 <= 0.4312338
PC38 > -0.6754741
PC53 > -1.012046
PC58 > -1.082893
PC76 <= 0.5309201
PC87 > 0.2345016
PC87 <= 0.3121256
-> class 0\|0 [0.971]
Rule 53/17: (42.3/0.3, lift 18.5)
PC2 > 2.5099
PC7 > -0.9640536
PC14 > -0.7352768
PC18 > 1.059375
PC22 > -0.3330673
PC35 <= 0.4312338
PC39 <= 0.8584095
PC76 <= 0.5309201
PC79 <= -2.054516
-> class 0\|0 [0.970]
Rule 53/18: (28.9, lift 18.4)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.7206238
PC18 > 1.059375
PC35 <= 0.4312338
PC39 <= 0.8584095
-> class 0\|0 [0.968]
Rule 53/19: (62.8/1.3, lift 18.4)
PC5 <= 1.912418
PC15 <= 0.9186463
PC18 > 1.059375
PC22 > -0.3330673
PC23 <= -0.7943376
PC38 > -0.6754741
PC39 > -1.099381
PC39 <= 0.8584095
PC58 > -1.082893
PC77 <= 0.3982634
-> class 0\|0 [0.965]
Rule 53/20: (35.6/0.3, lift 18.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.9640536
PC8 > 0.2398475
PC18 > -0.3695138
PC22 > -0.3330673
PC58 > -1.082893
-> class 0\|0 [0.965]
Rule 53/21: (22, lift 18.2)
PC1 > -0.7608647
PC7 > -0.9640536
PC17 > -0.264261
PC18 > 1.059375
PC22 > -0.3330673
PC32 <= -0.6841727
PC35 <= 0.4312338
PC76 <= 0.5309201
PC87 <= 0.3121256
-> class 0\|0 [0.957]
Rule 53/22: (82.2/2.8, lift 18.2)
PC5 <= 1.912418
PC7 > -0.9640536
PC18 > 1.059375
PC21 <= 0.4791392
PC22 > -0.3330673
PC35 <= 0.4312338
PC77 > 0.3982634
-> class 0\|0 [0.955]
Rule 53/23: (49.6/1.6, lift 18.1)
PC1 <= -0.7608647
PC2 > 2.5099
PC5 <= 1.912418
PC7 > -0.9640536
PC18 > 1.059375
PC22 > -0.3330673
PC35 <= 0.4312338
PC39 <= 0.8584095
PC43 > -1.190145
PC76 <= 0.5309201
-> class 0\|0 [0.949]
Rule 53/24: (17.6, lift 18.1)
PC10 <= -7.275247
PC18 > 1.059375
PC31 > -0.2922627
-> class 0\|0 [0.949]
Rule 53/25: (194/10.9, lift 17.9)
PC5 <= 1.912418
PC18 > 1.059375
PC21 <= 0.4791392
PC22 > -0.3330673
PC53 <= -1.012046
PC56 <= 1.199871
-> class 0\|0 [0.939]
Rule 53/26: (67.2/4.2, lift 17.6)
PC1 > -0.7608647
PC5 <= 1.912418
PC18 > 1.059375
PC23 <= -1.175824
PC31 > -0.2922627
PC35 <= 0.4312338
PC48 <= 0.4543721
PC66 > -1.041652
PC77 <= 0.3982634
PC87 > -0.1403757
PC87 <= 0.3121256
-> class 0\|0 [0.925]
Rule 53/27: (6.5, lift 16.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC18 <= -0.3633127
PC22 > -0.3330673
-> class 0\|0 [0.882]
Rule 53/28: (23.6/2.6, lift 16.3)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.7352768
PC17 > -3.514541
PC18 > -0.3695138
PC18 <= 1.059375
PC22 > -0.3330673
PC67 > 0.5365798
PC81 > -1.84261
-> class 0\|0 [0.858]
Rule 53/29: (3.8, lift 15.8)
PC14 > -0.7352768
PC18 > 1.059375
PC22 > 5.317678
PC35 <= 0.4312338
-> class 0\|0 [0.828]
Rule 53/30: (10.5/1.2, lift 15.7)
PC2 > 2.5099
PC7 <= -0.9640536
PC18 > 1.059375
PC75 > 0.1302689
-> class 0\|0 [0.823]
Rule 53/31: (39.3/6.9, lift 15.4)
PC2 > 2.5099
PC14 <= -0.7352768
PC18 > -0.3695138
PC39 > 2.516853
PC94 <= 2.988182
-> class 0\|0 [0.810]
Rule 53/32: (16.6/3.9, lift 14.1)
PC2 > 2.5099
PC14 > -0.7352768
PC18 > -0.3695138
PC22 <= -0.3330673
PC39 > -2.258128
PC46 <= 2.26159
PC72 <= 0.303648
PC88 > 2.88609
PC94 <= 2.988182
-> class 0\|0 [0.739]
Rule 53/33: (28.6/9.9, lift 12.3)
PC2 > 2.5099
PC14 > -0.7352768
PC18 > -0.3695138
PC39 <= -2.258128
PC40 > -1.292104
PC72 <= 0.303648
-> class 0\|0 [0.644]
Rule 53/34: (63/1.4, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.630364
PC8 > 0.1224632
PC18 > -1.136285
PC18 <= -0.3695138
PC67 > -0.0693355
-> class 0\|1 [0.963]
Rule 53/35: (76.6/3.2, lift 10.1)
PC2 > 2.5099
PC3 > -1.953879
PC3 <= 1.640775
PC6 > -1.630364
PC18 > -1.136285
PC18 <= -0.3695138
PC28 <= -0.05898223
PC55 > 0.1400903
-> class 0\|1 [0.946]
Rule 53/36: (13.9, lift 10.0)
PC18 <= -0.3695138
PC53 > -1.030605
PC55 <= 0.8780612
PC78 > 2.841389
PC79 > -0.2786686
-> class 0\|1 [0.937]
Rule 53/37: (26.2/0.9, lift 9.9)
PC3 <= 1.640775
PC15 > 0.6110314
PC18 <= -1.136285
PC55 > 0.8780612
-> class 0\|1 [0.934]
Rule 53/38: (11, lift 9.7)
PC2 > 2.5099
PC43 <= -1.917052
PC51 > 0.8830279
PC55 <= 0.8780612
PC78 <= 2.841389
-> class 0\|1 [0.916]
Rule 53/39: (9.8, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.136285
PC18 <= -0.3695138
PC78 > 2.204419
-> class 0\|1 [0.912]
Rule 53/40: (27.8/11.3, lift 6.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.630364
PC18 <= -0.3695138
-> class 0\|1 [0.588]
Rule 53/41: (3495.2/1802.1, lift 5.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC46 <= 2.26159
PC94 <= 2.988182
-> class 0\|1 [0.484]
Rule 53/42: (92.2, lift 8.7)
PC3 <= 1.640775
PC18 <= -1.136285
PC22 <= 2.537433
PC35 > -0.3769619
PC37 <= -0.7631932
PC39 > -0.8562604
PC40 > -2.911253
PC47 <= 1.888896
PC66 > -0.3374136
PC75 <= 0.481412
PC86 <= 1.834453
-> class 0\|2 [0.989]
Rule 53/43: (89.3, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 2.75214
PC6 > -1.630364
PC16 <= 2.936707
PC18 <= -0.3695138
PC39 > -0.8562604
PC77 <= 1.10058
-> class 0\|2 [0.989]
Rule 53/44: (91.6/0.3, lift 8.7)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.4858649
PC17 > -3.514541
PC18 > -0.3695138
PC18 <= 1.059375
PC22 > -0.3330673
PC46 <= 2.26159
PC47 > -0.7059371
PC61 > -0.6688709
PC79 > 0.3188861
-> class 0\|2 [0.986]
Rule 53/45: (99/1.5, lift 8.6)
PC2 > 2.5099
PC14 > -0.7352768
PC18 > -0.3695138
PC22 <= -0.3330673
PC40 <= -1.292104
PC61 > -0.2762196
PC68 > -1.156515
PC72 <= 0.303648
-> class 0\|2 [0.976]
Rule 53/46: (135.4/2.9, lift 8.5)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= -0.7352768
PC17 > -1.327441
PC18 > -0.3695138
PC39 <= 2.516853
PC44 <= 1.163643
-> class 0\|2 [0.972]
Rule 53/47: (34.2, lift 8.5)
PC6 <= -0.1476273
PC18 > -0.3695138
PC22 <= -0.3330673
PC39 > -2.258128
PC52 > 2.264059
PC65 > -2.560152
PC66 > -0.938536
-> class 0\|2 [0.972]
Rule 53/48: (88.5/2.5, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC17 <= -0.334144
PC18 > -0.3695138
PC22 <= -0.3330673
PC46 <= 2.26159
PC66 > -0.938536
PC72 <= 0.303648
PC91 <= 0.1353041
-> class 0\|2 [0.961]
Rule 53/49: (28.5/0.3, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.7352768
PC14 <= -0.4440857
PC18 > -0.3695138
PC22 <= -0.3330673
-> class 0\|2 [0.957]
Rule 53/50: (35.2/0.6, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.08225611
PC39 <= -0.8562604
PC40 > -2.911253
PC73 <= 2.287993
PC81 <= 1.744475
-> class 0\|2 [0.956]
Rule 53/51: (152.5/6.1, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.4858649
PC17 > -3.514541
PC18 > -0.3695138
PC18 <= 1.059375
PC43 > 0.08197448
PC67 <= 0.5365798
PC81 > -1.84261
-> class 0\|2 [0.954]
Rule 53/52: (19, lift 8.4)
PC2 > 2.5099
PC18 > 1.059375
PC19 > 0.01074242
PC21 > 0.4791392
PC35 <= 0.4312338
PC69 > -3.640316
-> class 0\|2 [0.952]
Rule 53/53: (17, lift 8.3)
PC2 > 2.5099
PC14 > 0.4858649
PC18 > -0.3695138
PC18 <= 1.059375
PC22 > -0.3330673
PC53 > 1.34839
-> class 0\|2 [0.947]
Rule 53/54: (15.7, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.1476273
PC11 <= -0.2261316
PC22 <= -0.3330673
PC39 > -2.258128
PC66 > -0.938536
-> class 0\|2 [0.943]
Rule 53/55: (14.6, lift 8.3)
PC2 > 2.5099
PC17 <= -0.334144
PC22 <= -0.3330673
PC36 <= -2.851057
PC66 > -0.938536
PC71 <= 0.03272932
-> class 0\|2 [0.940]
Rule 53/56: (52.2/2.2, lift 8.3)
PC2 > 2.5099
PC14 > -0.7352768
PC17 > -3.514541
PC18 <= 1.059375
PC22 > -0.3330673
PC67 <= 0.5365798
PC73 <= -2.03583
-> class 0\|2 [0.940]
Rule 53/57: (82.6/5.3, lift 8.1)
PC2 > 2.5099
PC3 <= 1.640775
PC17 <= -0.334144
PC18 > -0.3695138
PC22 <= -0.3330673
PC39 > -2.258128
PC46 <= 2.26159
PC71 > 0.03272932
PC83 <= 0.5351078
-> class 0\|2 [0.925]
Rule 53/58: (48.9/3.7, lift 8.0)
PC2 > 2.5099
PC18 > -0.3695138
PC46 <= 2.26159
PC65 <= -2.560152
PC98 <= 2.203675
-> class 0\|2 [0.908]
Rule 53/59: (131.2/13.8, lift 7.8)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -2.672382
PC14 > -0.7352768
PC18 > -0.3695138
PC22 <= -0.3330673
PC36 <= 5.795026
PC67 > -0.3405957
PC72 > 0.303648
PC88 > -1.935161
PC94 <= 2.988182
-> class 0\|2 [0.889]
Rule 53/60: (22.1/2.2, lift 7.6)
PC5 > 1.912418
PC18 > 1.059375
PC21 <= 0.4791392
PC22 > -0.3330673
PC28 > 0.9377012
PC35 <= 0.4312338
PC46 <= 2.26159
PC69 > -3.640316
-> class 0\|2 [0.866]
Rule 53/61: (40.3/5.2, lift 7.5)
PC2 > 2.5099
PC6 <= -0.1476273
PC14 > -0.7352768
PC18 > -0.3695138
PC22 <= -0.3330673
PC40 > -1.292104
PC46 <= 2.26159
PC72 <= 0.303648
PC83 > 0.5351078
-> class 0\|2 [0.853]
Rule 53/62: (56.7/9.1, lift 7.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC22 > -0.3330673
PC69 <= -3.640316
-> class 0\|2 [0.828]
Rule 53/63: (28/13.5, lift 4.5)
PC2 > 2.5099
PC18 > -0.3695138
PC94 > 2.988182
-> class 0\|2 [0.517]
Rule 53/64: (8119.1/5848.4, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.280]
Rule 53/65: (85.4, lift 11.7)
PC3 <= 1.640775
PC18 <= -1.136285
PC28 > -1.425636
PC39 <= 2.355772
PC78 <= 2.841389
PC84 <= 0.8683419
PC86 > 1.834453
PC90 <= 1.624293
-> class 0\|3 [0.989]
Rule 53/66: (88/0.5, lift 11.6)
PC3 <= 1.640775
PC4 <= 9.305666
PC10 <= 2.372984
PC17 <= -0.9437485
PC18 <= -1.136285
PC24 <= -1.123601
PC39 <= 2.355772
PC55 <= 0.8780612
PC61 > -0.3673702
PC70 <= 2.671518
PC75 <= 0.4450211
PC78 <= 2.841389
PC84 <= 0.8683419
PC87 > -1.036039
-> class 0\|3 [0.984]
Rule 53/67: (158.2/1.7, lift 11.6)
PC3 <= 1.640775
PC4 > -8.177876
PC4 <= 1.615468
PC18 <= -1.136285
PC19 > -0.0917671
PC28 > -1.425636
PC28 <= 3.256614
PC60 <= 0.9504896
PC61 > -0.3673702
PC69 > 0.6240178
PC79 <= 2.061678
PC99 > -0.9776424
-> class 0\|3 [0.983]
Rule 53/68: (73/0.2, lift 11.6)
PC3 <= 1.640775
PC4 > -8.177876
PC4 <= 9.305666
PC18 <= -1.136285
PC28 > -1.425636
PC39 <= 2.355772
PC47 <= 1.888896
PC81 <= 1.744475
PC90 <= 1.624293
PC91 > 1.347156
-> class 0\|3 [0.983]
Rule 53/69: (61.4/0.1, lift 11.6)
PC3 <= 1.640775
PC18 <= -0.3695138
PC20 > 4.871992
PC22 <= 2.537433
-> class 0\|3 [0.983]
Rule 53/70: (51.1, lift 11.6)
PC3 <= 1.640775
PC18 <= -0.3695138
PC56 <= -7.906567
-> class 0\|3 [0.981]
Rule 53/71: (50.6, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.75214
PC18 <= -0.3695138
PC22 <= 2.537433
PC54 <= -2.607517
PC73 <= 2.287993
PC78 <= 2.841389
-> class 0\|3 [0.981]
Rule 53/72: (49.4, lift 11.6)
PC5 <= 2.75214
PC10 > 2.372984
PC17 <= -0.9437485
PC18 <= -1.136285
PC28 > -1.425636
PC33 <= 4.564105
PC39 > -0.8562604
PC50 <= 0.9698194
PC54 > -2.607517
PC60 <= 0.9504896
PC84 <= 0.8683419
-> class 0\|3 [0.981]
Rule 53/73: (56.7/0.2, lift 11.6)
PC4 > -7.08523
PC5 <= 2.75214
PC13 > -0.949329
PC17 <= -0.9437485
PC18 > -2.154652
PC18 <= -1.136285
PC19 > -0.0917671
PC28 > -1.425636
PC37 > -0.7631932
PC39 > -0.8562604
PC43 > -0.5728426
PC61 > -0.3673702
PC68 > -0.05995467
PC94 <= 0.476174
PC99 > -0.9776424
-> class 0\|3 [0.980]
Rule 53/74: (119.2/1.7, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 2.75214
PC18 <= -1.136285
PC28 > -1.425636
PC28 <= 3.256614
PC39 <= 2.355772
PC61 > -0.3673702
PC75 > 0.481412
PC77 <= 1.10058
PC79 <= 2.061678
-> class 0\|3 [0.978]
Rule 53/75: (82.6/1.1, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.177876
PC5 <= 2.75214
PC18 <= -1.136285
PC39 <= 2.355772
PC90 > 1.624293
-> class 0\|3 [0.976]
Rule 53/76: (37.5, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.305666
PC5 <= 2.75214
PC18 <= -0.3695138
PC35 > -0.3769619
PC37 <= -0.7631932
PC39 > -0.8562604
PC66 <= -0.3374136
PC75 <= 0.481412
PC81 <= 1.744475
PC90 <= 1.624293
-> class 0\|3 [0.975]
Rule 53/77: (245/5.2, lift 11.5)
PC4 > -7.08523
PC13 > -1.123398
PC13 <= 1.174005
PC18 <= -2.154652
PC19 > -0.0917671
PC24 > -1.055442
PC26 <= 1.178837
PC37 > -0.7631932
PC39 > -0.8562604
PC43 > -1.917052
PC51 > -1.052437
PC58 <= 2.342078
PC60 <= 0.9504896
PC61 > -0.3673702
PC70 > -0.749936
PC75 > -0.2669877
PC87 > -1.036039
PC94 <= 0.476174
-> class 0\|3 [0.975]
Rule 53/78: (35.7, lift 11.5)
PC5 <= 2.75214
PC18 <= -1.136285
PC39 > -0.8562604
PC70 > 3.325685
PC78 <= 2.841389
-> class 0\|3 [0.973]
Rule 53/79: (36, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.630364
PC15 <= 0.6110314
PC18 <= -0.3695138
PC55 > 0.8780612
-> class 0\|3 [0.973]
Rule 53/80: (34.1, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.3695138
PC46 > 2.26159
-> class 0\|3 [0.972]
Rule 53/81: (72.4/1.2, lift 11.5)
PC2 > 2.5099
PC4 <= 9.305666
PC18 <= -1.136285
PC28 > -1.425636
PC35 <= -0.3769619
PC37 <= -0.7631932
-> class 0\|3 [0.970]
Rule 53/82: (30.8, lift 11.5)
PC3 <= 1.640775
PC17 <= -0.9437485
PC18 <= -0.3695138
PC37 > 0.6275831
PC43 > -1.917052
PC61 > -0.3673702
PC69 <= 0.6240178
PC81 <= 1.744475
PC94 > 0.476174
-> class 0\|3 [0.970]
Rule 53/83: (30.3, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 <= 9.305666
PC5 <= 2.75214
PC16 <= 0.3481089
PC18 <= -1.136285
PC43 > -1.917052
PC61 <= -0.3673702
PC78 <= 2.841389
PC81 <= 1.744475
-> class 0\|3 [0.969]
Rule 53/84: (94.3/2, lift 11.5)
PC3 <= 1.640775
PC4 > -8.177876
PC5 <= 1.87946
PC13 > 1.228332
PC17 <= -0.9437485
PC18 <= -0.3695138
PC28 <= 3.256614
PC33 <= 4.564105
PC37 > -0.7631932
PC39 <= 2.355772
PC50 <= 0.9698194
PC61 > -0.3673702
PC99 > -0.9776424
-> class 0\|3 [0.969]
Rule 53/85: (181.2/4.9, lift 11.5)
PC7 > -0.9704399
PC11 <= 0.08225611
PC18 <= -1.136285
PC39 <= -0.8562604
PC48 <= 0.5333741
PC78 <= 2.841389
-> class 0\|3 [0.968]
Rule 53/86: (35.1/0.2, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.3695138
PC22 > 2.537433
PC56 > -5.911789
-> class 0\|3 [0.966]
Rule 53/87: (42/0.8, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -1.136285
PC40 > -2.911253
PC43 > -1.917052
PC77 > 1.10058
PC78 <= 2.841389
-> class 0\|3 [0.960]
Rule 53/88: (161.7/5.8, lift 11.3)
PC3 <= 1.640775
PC4 > -7.08523
PC13 > -1.123398
PC18 <= -2.154652
PC24 > -1.055442
PC26 <= 1.178837
PC33 <= 4.564105
PC37 > 0.1435111
PC39 > -0.8562604
PC43 > -1.917052
PC61 > -0.3673702
PC66 <= -0.1009636
PC70 > -0.749936
PC87 > -1.036039
PC94 <= 0.476174
-> class 0\|3 [0.958]
Rule 53/89: (19.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.325352
PC18 > -1.136285
PC18 <= -0.3695138
-> class 0\|3 [0.953]
Rule 53/90: (26.4/0.3, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC10 > -2.672382
PC14 > -0.7352768
PC22 <= -0.3330673
PC72 > 0.303648
PC88 <= -1.935161
-> class 0\|3 [0.953]
Rule 53/91: (60.6/2, lift 11.3)
PC13 > -1.123398
PC17 <= -0.9437485
PC18 <= -1.136285
PC28 > -1.425636
PC37 > -0.7631932
PC43 > -1.917052
PC61 > -0.3673702
PC79 <= 2.061678
PC81 > 0.1428901
PC94 > 0.476174
-> class 0\|3 [0.952]
Rule 53/92: (16.6, lift 11.2)
PC18 > -1.136285
PC18 <= -0.3695138
PC20 <= -4.747729
-> class 0\|3 [0.946]
Rule 53/93: (49.5/2.1, lift 11.1)
PC2 > 2.5099
PC18 <= -1.136285
PC55 <= 0.8780612
PC73 > 2.287993
PC78 <= 2.841389
-> class 0\|3 [0.939]
Rule 53/94: (14.8, lift 11.1)
PC2 > 2.5099
PC8 <= 0.1224632
PC18 > -1.136285
PC18 <= -0.3695138
PC44 > 1.216121
-> class 0\|3 [0.936]
Rule 53/95: (62.4/3.1, lift 11.1)
PC2 > 2.5099
PC14 <= -0.7352768
PC17 <= -1.327441
PC18 > -0.3695138
-> class 0\|3 [0.936]
Rule 53/96: (97.4/6.3, lift 11.0)
PC3 <= 1.640775
PC4 > -7.08523
PC5 <= 2.75214
PC13 > -0.949329
PC17 <= -0.9437485
PC18 > -2.154652
PC18 <= -1.136285
PC19 > -0.0917671
PC37 > -0.7631932
PC39 > -0.8562604
PC43 > -0.5728426
PC61 > -0.3673702
PC65 <= 0.4624855
PC79 <= 2.061678
PC94 <= 0.476174
PC99 > -0.9776424
-> class 0\|3 [0.926]
Rule 53/97: (82.3/5.4, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -8.177876
PC4 <= 9.305666
PC10 > -1.237648
PC18 <= -1.136285
PC28 > -1.425636
PC54 > -2.607517
PC61 <= -0.3673702
PC70 <= 2.671518
PC78 <= 2.841389
PC84 <= 0.8683419
PC90 <= 1.624293
-> class 0\|3 [0.925]
Rule 53/98: (41.7/2.3, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -0.7352768
PC22 <= -0.3330673
PC65 > -2.560152
PC67 <= -0.3405957
PC72 > 0.303648
-> class 0\|3 [0.924]
Rule 53/99: (9.5, lift 10.8)
PC4 > -8.177876
PC4 <= -7.08523
PC13 > -1.123398
PC13 <= -1.056064
PC18 <= -0.3695138
-> class 0\|3 [0.913]
Rule 53/100: (8.1, lift 10.7)
PC4 > -8.177876
PC4 <= -7.08523
PC18 <= -1.136285
PC26 <= 1.178837
PC28 > -1.425636
PC37 > -0.7631932
PC50 > 0.3706526
PC50 <= 0.9698194
-> class 0\|3 [0.901]
Rule 53/101: (21.6/1.4, lift 10.7)
PC2 > 2.5099
PC22 <= -0.3330673
PC40 <= -1.292104
PC61 <= -0.2762196
PC72 <= 0.303648
PC94 <= 2.988182
-> class 0\|3 [0.900]
Rule 53/102: (8, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC17 <= -3.514541
PC18 > -0.3695138
-> class 0\|3 [0.900]
Rule 53/103: (7.7, lift 10.6)
PC4 > -8.177876
PC4 <= -7.08523
PC18 <= -1.136285
PC26 <= 1.178837
PC44 > 0.5483401
PC50 <= 0.9698194
PC61 > -0.3673702
-> class 0\|3 [0.897]
Rule 53/104: (7.1, lift 10.5)
PC2 > 2.5099
PC6 > -1.630364
PC18 > -1.136285
PC18 <= -0.3695138
PC71 > 1.267219
-> class 0\|3 [0.890]
Rule 53/105: (6.9, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1224632
PC18 > -1.136285
PC18 <= -0.3695138
PC75 > 0.3462674
-> class 0\|3 [0.888]
Rule 53/106: (6.6, lift 10.5)
PC4 > -8.177876
PC5 <= 2.75214
PC10 <= -1.237648
PC18 <= -1.136285
PC43 <= -0.7014652
PC61 <= -0.3673702
-> class 0\|3 [0.884]
Rule 53/107: (5.2, lift 10.2)
PC2 > 2.5099
PC18 > -1.136285
PC18 <= -0.3695138
PC50 > 1.140365
-> class 0\|3 [0.862]
Rule 53/108: (4.4, lift 10.0)
PC14 > -0.7352768
PC36 > 5.795026
PC72 > 0.303648
-> class 0\|3 [0.845]
Rule 53/109: (82.7/14.7, lift 9.6)
PC2 > 2.5099
PC15 > -1.325352
PC18 <= -0.3695138
PC20 > -4.747729
PC42 > 2.341977
PC44 <= 1.216121
PC71 <= 1.267219
-> class 0\|3 [0.814]
Rule 53/110: (4.5/0.2, lift 9.6)
PC2 > 2.5099
PC2 <= 2.874486
PC3 <= 1.640775
PC94 > 0.476174
-> class 0\|3 [0.809]
Rule 53/111: (106.1, lift 22.5)
PC8 <= 1.683145
PC16 <= -5.311409
PC51 > 0.6706642
PC89 > -0.2256902
-> class 1\|0 [0.991]
Rule 53/112: (70.1, lift 22.4)
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -1.588202
PC31 > 0.4343889
PC31 <= 1.114247
PC58 <= 0.04086615
PC99 <= 1.432967
-> class 1\|0 [0.986]
Rule 53/113: (74.3/0.3, lift 22.3)
PC3 > 1.640775
PC16 <= -0.8879908
PC24 > 2.878761
PC87 <= 0.02773845
-> class 1\|0 [0.983]
Rule 53/114: (47.1, lift 22.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC30 <= -0.7061402
PC73 > 0.021124
-> class 1\|0 [0.980]
Rule 53/115: (48.4, lift 22.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC24 <= 2.878761
PC67 <= -0.5438395
PC78 > -0.8248965
-> class 1\|0 [0.980]
Rule 53/116: (40.7, lift 22.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC7 > -10.12877
PC8 > -0.2284522
PC16 <= -1.588202
PC51 <= 1.156279
PC58 <= 0.04086615
PC84 <= -0.3212972
-> class 1\|0 [0.977]
Rule 53/117: (87.4/1.2, lift 22.1)
PC2 <= 2.5099
PC3 <= -3.702978
PC9 > -0.1601986
PC10 <= 1.030518
PC69 <= 0.2200295
-> class 1\|0 [0.976]
Rule 53/118: (120.8/2.4, lift 22.0)
PC1 > -0.4334595
PC2 <= 2.5099
PC10 <= -0.1625412
PC13 <= 0.2095596
PC16 <= -1.588202
PC31 <= 1.114247
-> class 1\|0 [0.973]
Rule 53/119: (57/1, lift 21.9)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC5 <= 10.15818
PC12 <= 2.986485
PC16 <= 0.8861174
PC18 <= 0.2238859
PC19 > -1.235424
PC19 <= 1.915938
PC38 <= 0.06805414
PC99 <= -0.4697019
-> class 1\|0 [0.966]
Rule 53/120: (272.4/9.2, lift 21.8)
PC13 <= 0.2095596
PC15 <= -3.542519
PC16 <= -1.588202
PC19 > 1.553915
-> class 1\|0 [0.963]
Rule 53/121: (22.2, lift 21.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC13 <= 0.2095596
PC16 <= -1.588202
PC31 <= 1.114247
PC38 <= -0.2318162
PC58 <= 0.04086615
PC99 <= 1.432967
-> class 1\|0 [0.959]
Rule 53/122: (40.6/0.9, lift 21.7)
PC2 <= 2.5099
PC7 > -10.12877
PC13 <= 0.2095596
PC16 <= -1.588202
PC51 <= 1.156279
PC99 > 1.432967
-> class 1\|0 [0.956]
Rule 53/123: (10.4, lift 20.8)
PC1 > -0.4334595
PC3 > 0.09497605
PC15 <= -1.99789
PC16 > -1.588202
PC16 <= 0.8861174
PC18 <= 0.2238859
PC19 > -1.235424
-> class 1\|0 [0.919]
Rule 53/124: (28.9/2.3, lift 20.2)
PC1 > -0.4334595
PC13 <= 0.2095596
PC16 <= -1.588202
PC21 > 0.75994
PC31 <= 1.114247
-> class 1\|0 [0.892]
Rule 53/125: (49.4/4.7, lift 20.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC99 <= -0.4304281
-> class 1\|0 [0.889]
Rule 53/126: (16.5/2.5, lift 18.4)
PC2 <= 2.5099
PC16 <= -1.588202
PC51 <= 1.156279
PC87 <= -0.9873593
-> class 1\|0 [0.810]
Rule 53/127: (3.9/0.6, lift 16.6)
PC3 > 1.640775
PC16 <= -0.8879908
PC70 > 1.537228
PC100 > -0.7740685
-> class 1\|0 [0.734]
Rule 53/128: (104.2/42.8, lift 13.3)
PC3 > 1.640775
PC16 <= -0.8879908
PC24 <= 2.878761
PC99 > -0.4304281
PC100 <= -0.7740685
-> class 1\|0 [0.587]
Rule 53/129: (168/85.8, lift 11.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC34 <= -0.999545
-> class 1\|0 [0.490]
Rule 53/130: (131.7, lift 16.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC5 <= 10.15818
PC15 > -1.99789
PC16 > -1.588202
PC16 <= 0.8861174
PC18 <= 0.2238859
PC19 > -1.235424
PC19 <= 1.915938
PC26 <= 0.8402635
PC38 <= 0.06805414
PC99 > -0.4697019
-> class 1\|1 [0.993]
Rule 53/131: (190/0.6, lift 16.3)
PC2 <= 2.5099
PC8 > -0.2284522
PC10 > -0.1625412
PC15 > -3.542519
PC16 <= -1.588202
PC24 <= 2.620331
PC31 <= 0.4343889
PC38 > -0.2318162
PC51 <= 1.156279
PC84 > -0.3212972
PC86 > -0.9033735
PC87 > -0.9873593
PC95 > -0.6217793
PC99 <= 1.432967
-> class 1\|1 [0.991]
Rule 53/132: (111, lift 16.3)
PC1 > -0.4334595
PC12 > 2.986485
PC16 > -1.588202
PC18 <= -0.4300101
-> class 1\|1 [0.991]
Rule 53/133: (268.2/3.6, lift 16.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC8 > -0.2284522
PC10 > -0.1625412
PC15 > -3.542519
PC16 <= -1.588202
PC21 <= 0.75994
PC24 <= 2.620331
PC40 <= 1.135067
PC51 <= 1.156279
PC58 > 0.04086615
PC86 > -0.9033735
PC99 <= 1.432967
-> class 1\|1 [0.983]
Rule 53/134: (27.5, lift 15.8)
PC1 > 13.61654
PC3 <= 0.09497605
PC9 <= -0.1601986
PC19 > -1.59841
-> class 1\|1 [0.966]
Rule 53/135: (20.3, lift 15.7)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > -3.702978
PC3 <= 0.09497605
PC4 <= 1.973993
PC9 > -0.1601986
PC10 <= 1.030518
PC16 > -1.588202
PC89 <= 0.7748538
-> class 1\|1 [0.955]
Rule 53/136: (28.8/0.6, lift 15.6)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.09497605
PC8 > -0.7816728
PC16 > -1.588202
PC35 <= -0.5053669
PC46 > -2.172833
-> class 1\|1 [0.949]
Rule 53/137: (23.7/1.2, lift 15.0)
PC1 > -0.4334595
PC6 <= -3.131424
PC8 <= -0.7816728
PC19 <= -1.59841
-> class 1\|1 [0.915]
Rule 53/138: (30.8/3.3, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC78 <= -0.8248965
-> class 1\|1 [0.870]
Rule 53/139: (26.4/4.5, lift 13.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.09497605
PC9 > -0.1601986
PC10 <= 1.030518
PC16 > -1.588202
PC69 > 0.2200295
PC89 <= 0.7748538
-> class 1\|1 [0.807]
Rule 53/140: (361.6/107.9, lift 11.5)
PC1 > -0.4334595
PC2 <= 2.5099
PC7 > -10.12877
PC13 <= 0.2095596
PC16 <= -1.588202
PC19 <= 1.553915
PC40 <= 1.135067
PC51 <= 1.156279
-> class 1\|1 [0.701]
Rule 53/141: (13.1/3.7, lift 11.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6211014
PC8 <= 1.454696
PC37 > 1.080778
-> class 1\|1 [0.689]
Rule 53/142: (1258.6/813.1, lift 5.8)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.354]
Rule 53/143: (182.6/0.7, lift 14.4)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC14 <= 0.4701008
PC19 <= -1.235424
PC38 <= 0.06805414
PC52 <= 0.5440753
PC75 <= 1.649806
-> class 1\|2 [0.991]
Rule 53/144: (225.3/1.5, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC32 <= 0.1903198
PC38 <= 0.1614285
-> class 1\|2 [0.989]
Rule 53/145: (90.8, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC80 > 0.4388997
-> class 1\|2 [0.989]
Rule 53/146: (165.6/1.1, lift 14.3)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC9 > -2.179996
PC11 > -1.594386
PC12 <= 2.470828
PC18 <= 0.2238859
PC34 > -0.999545
PC38 > 0.06805414
PC55 > 0.3379085
-> class 1\|2 [0.988]
Rule 53/147: (84.6, lift 14.3)
PC2 <= 2.5099
PC3 > 6.952269
PC38 > 0.06805414
-> class 1\|2 [0.988]
Rule 53/148: (70.4, lift 14.3)
PC1 > 1.498617
PC3 > 0.09497605
PC3 <= 6.952269
PC11 <= -1.594386
PC12 <= 2.986485
PC34 > -0.999545
PC55 > 0.3379085
-> class 1\|2 [0.986]
Rule 53/149: (158.3/1.5, lift 14.3)
PC1 > 6.785127
PC3 <= 0.09497605
PC6 > -3.131424
PC8 <= -0.7816728
PC19 <= -1.59841
PC97 <= 1.735712
-> class 1\|2 [0.985]
Rule 53/150: (180.6/2, lift 14.2)
PC3 > 9.243622
PC16 > 0.9959877
-> class 1\|2 [0.984]
Rule 53/151: (103.1/0.9, lift 14.2)
PC1 > -0.4334595
PC3 > 0.09497605
PC5 > -4.824086
PC16 > -1.588202
PC18 <= 0.2238859
PC34 > -0.999545
PC38 > 0.06805414
PC85 > 0.2905863
-> class 1\|2 [0.982]
Rule 53/152: (136.7/1.7, lift 14.2)
PC1 > -0.4334595
PC3 > 0.09497605
PC12 <= 2.986485
PC16 > -1.588202
PC18 <= 0.2238859
PC19 > 1.915938
PC30 > -0.7061402
PC34 > -0.999545
-> class 1\|2 [0.980]
Rule 53/153: (80.3/0.7, lift 14.2)
PC1 > -0.4334595
PC3 > 0.09497605
PC5 <= 10.15818
PC12 <= 2.986485
PC16 > -1.588202
PC16 <= 0.8861174
PC18 <= 0.2238859
PC26 > 0.8402635
PC30 > -0.7061402
PC38 <= 0.06805414
-> class 1\|2 [0.979]
Rule 53/154: (43.6, lift 14.2)
PC3 > 0.09497605
PC16 > -1.588202
PC19 <= -1.235424
PC38 <= 0.06805414
PC51 <= -0.5481034
-> class 1\|2 [0.978]
Rule 53/155: (88.5/1.2, lift 14.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC12 <= 2.986485
PC13 <= 0.1716649
PC16 > 0.8861174
PC18 <= 0.2238859
PC19 > -1.235424
PC19 <= 1.915938
PC34 > -0.999545
PC38 <= 0.06805414
PC56 > -0.3959101
-> class 1\|2 [0.976]
Rule 53/156: (35.1, lift 14.1)
PC2 <= 2.5099
PC3 <= 0.09497605
PC9 <= -0.1601986
PC46 <= -2.172833
-> class 1\|2 [0.973]
Rule 53/157: (66/1, lift 14.1)
PC5 > 10.15818
PC16 > -1.588202
PC34 > -0.999545
-> class 1\|2 [0.970]
Rule 53/158: (93.3/1.9, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC14 <= 0.5482061
PC16 > -0.8879908
PC16 <= 0.9959877
PC19 > -0.8935584
PC35 > -0.193996
PC39 <= -0.01522951
PC67 > -0.04335097
PC97 <= 1.535991
-> class 1\|2 [0.970]
Rule 53/159: (29.2, lift 14.0)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 <= 0.09497605
PC10 > 1.030518
PC16 > -1.588202
-> class 1\|2 [0.968]
Rule 53/160: (34.5/0.3, lift 14.0)
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -1.588202
PC30 <= -0.7061402
PC73 <= 0.021124
-> class 1\|2 [0.965]
Rule 53/161: (24.7, lift 13.9)
PC2 <= 2.5099
PC16 <= -1.588202
PC51 > 1.156279
-> class 1\|2 [0.961]
Rule 53/162: (22.7, lift 13.9)
PC3 > 0.09497605
PC16 > -1.588202
PC19 <= -1.235424
PC76 <= -0.7794777
-> class 1\|2 [0.959]
Rule 53/163: (116.3/4.8, lift 13.8)
PC1 > -0.4334595
PC3 > 0.09497605
PC7 > 1.188413
PC19 <= -1.235424
PC38 <= 0.06805414
-> class 1\|2 [0.951]
Rule 53/164: (22.7/0.3, lift 13.7)
PC2 <= 2.5099
PC7 <= -10.12877
-> class 1\|2 [0.947]
Rule 53/165: (16.3, lift 13.7)
PC1 > -0.4334595
PC16 > -1.588202
PC22 > 2.231625
PC68 <= -2.25446
-> class 1\|2 [0.945]
Rule 53/166: (15.2, lift 13.6)
PC2 <= 2.5099
PC3 > 0.09497605
PC14 > 0.4701008
PC16 > -1.588202
PC36 > 1.243866
-> class 1\|2 [0.942]
Rule 53/167: (15.3, lift 13.6)
PC1 > -0.4334595
PC3 > 0.09497605
PC22 > 2.231625
PC38 > 0.06805414
PC100 > 0.6112863
-> class 1\|2 [0.942]
Rule 53/168: (9.9, lift 13.3)
PC3 > 0.09497605
PC9 <= -5.872347
PC19 <= -1.235424
-> class 1\|2 [0.916]
Rule 53/169: (49.4/5, lift 12.8)
PC2 <= 2.5099
PC3 > 0.09497605
PC5 <= -4.824086
PC18 <= 0.2238859
PC38 > 0.06805414
-> class 1\|2 [0.882]
Rule 53/170: (108.7/12.2, lift 12.8)
PC1 > -0.4334595
PC3 > 0.09497605
PC16 > -1.588202
PC22 > 2.231625
PC38 > 0.06805414
PC91 <= 0.08581691
-> class 1\|2 [0.881]
Rule 53/171: (31.7/4.6, lift 12.1)
PC1 > -0.4334595
PC2 <= 2.5099
PC16 <= -1.588202
PC40 > 1.135067
-> class 1\|2 [0.834]
Rule 53/172: (136/2.1, lift 13.1)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 9.243622
PC16 > 0.9959877
PC38 > 0.1614285
PC80 <= 0.4388997
-> class 1\|3 [0.978]
Rule 53/173: (8.4, lift 12.1)
PC1 > -0.4334595
PC1 <= 6.785127
PC3 <= 0.09497605
PC8 <= -0.7816728
PC16 > -1.588202
PC19 <= -1.59841
-> class 1\|3 [0.904]
Rule 53/174: (7/0.2, lift 11.6)
PC3 > 0.09497605
PC14 <= 0.4701008
PC16 > -1.588202
PC19 <= -1.235424
PC38 <= 0.06805414
PC52 > 0.5440753
-> class 1\|3 [0.871]
Rule 53/175: (47.8/5.6, lift 11.6)
PC1 > -0.4334595
PC1 <= 1.498617
PC3 > 0.09497605
PC11 <= -1.594386
PC19 <= 1.915938
PC30 > -0.7061402
PC38 > 0.06805414
-> class 1\|3 [0.868]
Rule 53/176: (58.4/9.2, lift 11.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC32 > 0.1903198
-> class 1\|3 [0.832]
Rule 53/177: (2851.7/1538.1, lift 6.2)
PC1 > -0.4334595
PC2 <= 2.5099
PC3 > 0.09497605
PC16 > -1.588202
-> class 1\|3 [0.461]
Rule 53/178: (195.6/1, lift 14.0)
PC1 <= -0.4334595
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC12 > -1.738485
PC21 > 1.968873
PC30 <= 0.4241929
-> class 2\|0 [0.990]
Rule 53/179: (79.4, lift 13.9)
PC1 > -0.4334595
PC3 <= 0.09497605
PC8 > -0.7816728
PC21 > 0.8441849
PC35 > -0.5053669
PC63 <= 0.03309365
-> class 2\|0 [0.988]
Rule 53/180: (67.6, lift 13.9)
PC1 <= -0.4334595
PC10 <= 0.2933043
PC19 <= -1.116707
PC21 > -0.2469342
PC30 <= 0.4241929
PC42 <= -0.3733315
PC48 <= 0.2115763
PC52 <= 0.270666
PC55 <= -0.2738601
-> class 2\|0 [0.986]
Rule 53/181: (43.5, lift 13.8)
PC1 <= -0.4334595
PC8 > 1.454696
PC10 <= 0.2933043
PC21 > -0.2469342
PC21 <= 1.968873
PC69 > 0.313289
-> class 2\|0 [0.978]
Rule 53/182: (133/6, lift 13.4)
PC7 > 0.444498
PC8 > -0.6211014
PC19 <= -1.116707
PC21 > -0.2469342
PC30 > 0.1803319
PC30 <= 0.4241929
PC42 > -0.3733315
PC52 <= 0.270666
PC71 <= 0.9115143
PC94 > -0.2806762
PC97 > -0.2937255
-> class 2\|0 [0.948]
Rule 53/183: (466.3/27.4, lift 13.2)
PC7 > 0.444498
PC8 > -0.6211014
PC10 <= 0.2933043
PC19 <= -1.116707
PC21 > -0.2469342
PC23 <= 1.109486
PC30 <= 0.1803319
PC42 > -0.3733315
PC71 <= 0.9115143
PC97 > -0.2937255
-> class 2\|0 [0.939]
Rule 53/184: (13.9, lift 13.2)
PC1 <= -0.4334595
PC8 > 1.454696
PC19 > -1.116707
PC21 > -0.2469342
PC30 <= 0.4241929
PC57 > 0.9137641
-> class 2\|0 [0.937]
Rule 53/185: (13.1, lift 13.2)
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC19 > -1.116707
PC21 > -0.2469342
PC30 <= 0.4241929
PC45 > 0.4692594
-> class 2\|0 [0.934]
Rule 53/186: (8.3, lift 12.7)
PC1 > -0.4334595
PC1 <= -0.2371517
PC2 <= 2.5099
PC3 > 0.09497605
PC13 > 0.1548105
PC18 > 0.2238859
PC51 <= 0.247845
-> class 2\|0 [0.903]
Rule 53/187: (92.1/10.8, lift 12.3)
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC21 <= 1.968873
PC23 <= 1.109486
PC32 > 1.494733
-> class 2\|0 [0.875]
Rule 53/188: (5.5, lift 12.2)
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC19 > -1.116707
PC30 <= 0.4241929
PC52 <= 0.270666
PC73 <= -1.049244
-> class 2\|0 [0.867]
Rule 53/189: (6.9/0.2, lift 12.1)
PC1 <= -0.4334595
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC19 > -1.116707
PC21 > -0.2469342
PC32 <= 1.494733
PC74 > 0.6982981
-> class 2\|0 [0.860]
Rule 53/190: (39.2/7.8, lift 11.1)
PC1 <= -0.4334595
PC8 > -0.6211014
PC8 <= 1.454696
PC19 <= -1.063441
PC44 > 0.4090476
PC75 > -0.2332684
-> class 2\|0 [0.786]
Rule 53/191: (5.1/0.7, lift 10.8)
PC2 <= -8.752929
PC8 > 1.454696
PC11 > -0.7729307
PC21 > -0.2469342
-> class 2\|0 [0.763]
Rule 53/192: (20.3/4.8, lift 10.4)
PC1 <= -0.4334595
PC8 > 1.454696
PC11 <= -0.7729307
PC20 <= -0.1617082
PC66 <= 0.6835157
-> class 2\|0 [0.740]
Rule 53/193: (15.5/7.6, lift 7.2)
PC1 > -0.4334595
PC13 <= 0.2095596
PC16 <= -1.588202
PC31 > 1.114247
-> class 2\|0 [0.508]
Rule 53/194: (53.2, lift 11.0)
PC1 <= -0.4334595
PC8 > 1.454696
PC21 > -0.2469342
PC42 <= -0.3733315
PC55 > -0.2738601
-> class 2\|1 [0.982]
Rule 53/195: (40.8, lift 11.0)
PC1 <= -0.4334595
PC8 > 1.454696
PC71 > 0.9115143
-> class 2\|1 [0.977]
Rule 53/196: (36.6, lift 10.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6211014
PC14 <= -2.595876
-> class 2\|1 [0.974]
Rule 53/197: (35.2, lift 10.9)
PC2 <= -9.459423
-> class 2\|1 [0.973]
Rule 53/198: (32.4, lift 10.9)
PC1 > -0.4334595
PC3 <= 0.09497605
PC8 > -0.7816728
PC8 <= 0.5831117
PC9 <= -0.1601986
PC33 > 0.356077
PC35 > -0.5053669
PC46 > -2.172833
-> class 2\|1 [0.971]
Rule 53/199: (32.3, lift 10.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 <= -0.4762218
PC8 <= 1.454696
PC37 <= 1.080778
PC44 <= 0.4090476
-> class 2\|1 [0.971]
Rule 53/200: (26.9, lift 10.8)
PC1 > -0.4334595
PC3 <= 0.09497605
PC8 > 0.5831117
PC9 <= -0.1601986
PC21 <= 0.8441849
PC60 <= -0.2572885
-> class 2\|1 [0.965]
Rule 53/201: (38.4/0.9, lift 10.7)
PC1 <= -0.4334595
PC8 > 1.454696
PC10 <= 0.2933043
PC11 > -0.7729307
PC23 > 1.109486
-> class 2\|1 [0.952]
Rule 53/202: (58.5/1.9, lift 10.7)
PC1 > -0.4334595
PC8 > -0.7816728
PC9 <= -0.1601986
PC21 > 0.8441849
PC35 > -0.5053669
PC63 > 0.03309365
-> class 2\|1 [0.952]
Rule 53/203: (18.7/2, lift 9.6)
PC8 > -2.684477
PC9 > 10.24004
PC37 > 0.7514786
-> class 2\|1 [0.854]
Rule 53/204: (20/3, lift 9.2)
PC1 <= -3.389733
PC8 > -2.684477
PC8 <= -0.6211014
PC9 <= 10.24004
PC29 <= 0.2788967
PC45 > 0.2863951
-> class 2\|1 [0.818]
Rule 53/205: (3586.2/1975, lift 5.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6211014
-> class 2\|1 [0.449]
Rule 53/206: (123.2, lift 11.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC19 > -3.647172
PC33 <= 0.4583842
PC34 > -0.6017691
PC44 <= -0.8434448
PC57 <= -0.07739355
PC58 > -0.2470219
PC75 <= 1.07092
-> class 2\|2 [0.992]
Rule 53/207: (99, lift 11.3)
PC1 <= -0.4334595
PC2 <= -2.201122
PC5 <= -0.5976028
PC8 > -0.04721471
PC8 <= 1.454696
PC44 <= 0.3562776
-> class 2\|2 [0.990]
Rule 53/208: (88.8, lift 11.2)
PC1 <= -0.4334595
PC2 <= -2.201122
PC8 > -0.6211014
PC8 <= 1.454696
PC14 > -2.595876
PC44 <= 0.4090476
PC63 > 0.4035578
PC80 <= 1.31478
PC94 <= 0.9649578
PC95 <= 1.230942
-> class 2\|2 [0.989]
Rule 53/209: (157.4/1.6, lift 11.2)
PC3 > -1.819746
PC8 > -2.684477
PC8 <= -0.6211014
PC19 > -3.225068
PC28 > -0.1500338
PC33 <= 0.4583842
PC34 > -0.6017691
PC45 <= 0.2863951
PC57 <= -0.07739355
PC68 <= -0.2014613
PC75 <= 1.07092
PC96 <= 0.4129998
-> class 2\|2 [0.984]
Rule 53/210: (58, lift 11.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6211014
PC17 <= -0.1605994
PC21 <= -0.2469342
PC22 <= -0.3902394
PC62 > 0.3039588
-> class 2\|2 [0.983]
Rule 53/211: (50, lift 11.2)
PC1 <= -0.4334595
PC2 <= -2.201122
PC8 > -0.6211014
PC8 <= 1.454696
PC14 > -2.595876
PC44 <= 0.4090476
PC58 > -0.9630962
PC63 <= 0.4035578
PC66 <= 0.8357844
PC80 <= 1.31478
PC87 > 0.9664807
PC100 > -1.107902
-> class 2\|2 [0.981]
Rule 53/212: (49.3, lift 11.1)
PC8 > -2.684477
PC8 <= -0.6211014
PC9 > 10.24004
PC37 <= 0.7514786
PC49 > -2.565507
-> class 2\|2 [0.980]
Rule 53/213: (71.1/0.9, lift 11.1)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC19 > -3.647172
PC33 <= 0.4583842
PC42 <= -0.1189341
PC57 <= -0.07739355
PC68 > -0.2014613
PC75 <= 1.07092
-> class 2\|2 [0.974]
Rule 53/214: (113.1/2.1, lift 11.1)
PC1 <= -1.698619
PC8 > -2.684477
PC8 <= -0.6211014
PC30 <= 0.249955
PC42 <= 0.2402721
PC43 <= 0.7144143
PC49 <= 0.1619159
PC55 > -0.7277749
PC57 > -0.07739355
PC64 > -0.3089442
PC72 <= 0.8747533
PC78 > -0.3609338
PC93 > -0.117743
-> class 2\|2 [0.973]
Rule 53/215: (48/0.5, lift 11.0)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 > -0.4762218
PC8 > -0.6211014
PC8 <= 1.454696
PC25 > 0.2264797
PC44 <= 0.3562776
PC45 <= 0.3784327
PC95 <= 1.230942
PC100 > -1.107902
-> class 2\|2 [0.970]
Rule 53/216: (30, lift 11.0)
PC1 <= -0.4334595
PC8 > -2.684477
PC8 <= -0.6211014
PC28 > -0.1500338
PC43 <= 0.7144143
PC55 > -0.7277749
PC57 > -0.07739355
PC80 > 0.645862
-> class 2\|2 [0.969]
Rule 53/217: (30.6, lift 11.0)
PC1 <= -0.4334595
PC8 > -2.684477
PC8 <= -0.6211014
PC28 > -0.1500338
PC29 <= 0.2788967
PC49 > -2.565507
PC55 > -0.7277749
PC86 > 0.922167
-> class 2\|2 [0.969]
Rule 53/218: (54.6/0.9, lift 11.0)
PC1 > -0.4334595
PC3 <= 0.09497605
PC8 > -0.7816728
PC8 <= 0.5831117
PC9 <= -0.1601986
PC21 <= 0.8441849
PC33 <= 0.356077
PC35 > -0.5053669
PC60 <= -0.2572885
-> class 2\|2 [0.966]
Rule 53/219: (48.7/1, lift 10.9)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.04721471
PC8 <= 1.454696
PC23 > 2.061202
-> class 2\|2 [0.960]
Rule 53/220: (19.8, lift 10.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= -0.6211014
PC9 <= 10.24004
PC19 > -3.647172
PC28 > -0.1500338
PC32 <= 1.692444
PC51 > 0.7423204
-> class 2\|2 [0.952]
Rule 53/221: (83.7/3.1, lift 10.8)
PC1 <= -0.4334595
PC8 <= -0.6211014
PC46 > 0.4031499
PC54 > 0.04134079
PC62 > -0.3463686
-> class 2\|2 [0.952]
Rule 53/222: (16.9, lift 10.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC3 > 0.1960133
PC8 > -0.6211014
PC8 <= 0.3069016
PC37 <= 1.080778
-> class 2\|2 [0.947]
Rule 53/223: (54.7/2.1, lift 10.7)
PC1 <= -0.4334595
PC6 <= -0.06139399
PC8 > -2.684477
PC8 <= -0.6211014
PC29 <= 0.2788967
PC30 > 0.249955
PC45 <= 0.2863951
PC55 > -0.7277749
PC57 > -0.07739355
-> class 2\|2 [0.944]
Rule 53/224: (290.9/20.5, lift 10.5)
PC1 <= -0.4334595
PC2 <= 2.5099
PC3 > -1.640187
PC8 > -0.6211014
PC8 <= -0.04721471
PC14 > -2.595876
PC15 > -2.751601
PC23 > -1.636137
PC25 > -0.2296124
PC29 > -0.2381321
PC44 <= 0.4090476
PC45 <= 0.3784327
PC58 > -0.9630962
PC95 <= 1.230942
-> class 2\|2 [0.927]
Rule 53/225: (369/27.4, lift 10.5)
PC2 <= -2.201122
PC8 > -0.6211014
PC8 <= 1.454696
PC14 <= 1.439238
PC20 <= 0.5451648
PC22 > -1.789305
PC34 <= 0.714329
PC36 <= 0.455663
PC44 <= 0.3562776
PC45 > -0.03828701
PC45 <= 0.3784327
PC47 > -0.6715432
PC68 > -2.161504
PC75 > 0.05911999
PC79 > -0.07599182
PC87 <= 0.5002726
PC94 <= 0.9649578
PC99 > -1.153326
PC100 > -1.107902
-> class 2\|2 [0.923]
Rule 53/226: (12.1/0.2, lift 10.4)
PC1 <= -0.4334595
PC11 <= -0.7729307
PC20 > -0.1617082
PC21 > -0.2469342
PC59 > 0.5042412
-> class 2\|2 [0.918]
Rule 53/227: (10.1, lift 10.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC4 > 0.1203354
PC8 > -0.6211014
PC8 <= 0.48294
PC44 > 0.4090476
-> class 2\|2 [0.917]
Rule 53/228: (50.9/3.5, lift 10.4)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -0.6211014
PC8 <= 1.454696
PC19 > -1.063441
PC23 > 0.03146769
PC44 > 0.4090476
PC54 > -1.196777
PC58 > 0.02068144
-> class 2\|2 [0.914]
Rule 53/229: (41.2/2.8, lift 10.4)
PC1 <= -1.698619
PC8 > -2.684477
PC8 <= -0.6211014
PC43 <= 0.7144143
PC55 > -0.7277749
PC57 > -0.07739355
PC64 > -0.3089442
PC82 > 0.1112963
-> class 2\|2 [0.913]
Rule 53/230: (54.8/4.5, lift 10.3)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC9 <= 10.24004
PC28 > -0.1500338
PC29 <= 0.2788967
PC45 <= 0.2863951
PC94 <= -1.202836
-> class 2\|2 [0.903]
Rule 53/231: (16.7/0.9, lift 10.2)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC28 > -0.1500338
PC29 > 0.2788967
PC65 <= 0.08795668
-> class 2\|2 [0.896]
Rule 53/232: (28.1/2.3, lift 10.1)
PC2 > -2.201122
PC2 <= 2.5099
PC3 <= 0.1960133
PC8 > -0.04721471
PC8 <= 1.454696
PC26 <= -1.751438
-> class 2\|2 [0.890]
Rule 53/233: (6.8, lift 10.1)
PC8 > -2.684477
PC8 <= -0.6211014
PC45 > 0.2863951
PC75 > 0.7483042
PC95 > 0.5564079
-> class 2\|2 [0.887]
Rule 53/234: (63.7/7.7, lift 9.9)
PC2 <= -1.242138
PC8 > 1.454696
PC8 <= 3.325696
PC17 <= 0.5445409
PC21 <= -0.2469342
PC22 <= -0.3902394
PC62 <= 0.3039588
PC64 > 0.3943467
-> class 2\|2 [0.867]
Rule 53/235: (22.4/2.3, lift 9.8)
PC1 <= -0.4334595
PC8 > 1.454696
PC11 <= -0.7729307
PC66 > 0.6835157
-> class 2\|2 [0.865]
Rule 53/236: (70/9.2, lift 9.8)
PC1 <= -1.698619
PC8 > -2.684477
PC8 <= -0.6211014
PC55 > -0.7277749
PC56 > 0.0268125
PC64 > -0.3089442
PC93 <= -0.117743
-> class 2\|2 [0.859]
Rule 53/237: (4.8, lift 9.7)
PC8 > 1.454696
PC11 <= -0.7729307
PC18 > 0.8176704
-> class 2\|2 [0.852]
Rule 53/238: (2.9, lift 9.1)
PC8 <= -2.684477
PC27 <= -0.7066017
PC46 > 0.4031499
-> class 2\|2 [0.798]
Rule 53/239: (23.3/4.4, lift 9.0)
PC1 > -3.389733
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC45 > 0.2863951
PC56 > 0.001180591
-> class 2\|2 [0.788]
Rule 53/240: (15.3/3.4, lift 8.5)
PC1 <= -0.4334595
PC8 <= -2.684477
PC31 > 1.24532
PC38 > 0.18683
PC46 <= 0.4031499
-> class 2\|2 [0.745]
Rule 53/241: (89.2/33.7, lift 7.0)
PC1 > -0.4334595
PC1 <= 13.61654
PC2 <= 2.5099
PC3 <= 0.09497605
PC9 <= -0.1601986
PC16 > -1.588202
PC19 > -1.59841
PC27 <= -0.1383893
-> class 2\|2 [0.620]
Rule 53/242: (32.9/16, lift 5.8)
PC1 <= -0.4334595
PC8 <= -0.6211014
PC49 <= -2.565507
-> class 2\|2 [0.511]
Rule 53/243: (76.4, lift 8.7)
PC1 <= -0.4334595
PC8 > -2.684477
PC8 <= -0.6211014
PC19 > -3.647172
PC29 <= 0.2788967
PC30 <= 0.249955
PC32 <= 1.692444
PC43 <= 0.7144143
PC51 <= 0.7423204
PC57 > -0.07739355
PC78 <= -0.3609338
-> class 2\|3 [0.987]
Rule 53/244: (51.9/0.4, lift 8.6)
PC2 <= 2.5099
PC4 <= 0.1203354
PC8 > -0.6211014
PC8 <= 0.48294
PC30 <= 0.4130706
PC44 > 0.4090476
PC58 <= 0.02068144
PC73 > -0.4561483
-> class 2\|3 [0.975]
Rule 53/245: (33.6, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.684477
PC31 <= 1.24532
PC43 > -0.333984
PC46 > 0.0007701059
PC65 <= 0.1136984
PC77 <= 0.4674267
PC85 > 0.175203
-> class 2\|3 [0.972]
Rule 53/246: (80.6/1.9, lift 8.5)
PC1 <= -0.4334595
PC6 > 0.1496919
PC8 <= -2.684477
PC77 > 0.4674267
PC85 <= 0.5250282
-> class 2\|3 [0.965]
Rule 53/247: (16.5, lift 8.4)
PC1 <= -0.4334595
PC6 > -0.06139399
PC8 <= -0.6211014
PC29 <= 0.2788967
PC30 > 0.249955
PC55 > -0.7277749
PC57 > -0.07739355
-> class 2\|3 [0.946]
Rule 53/248: (29.9/4.1, lift 7.4)
PC1 <= -0.4334595
PC8 > -0.6211014
PC8 <= 1.454696
PC19 <= -1.063441
PC44 > 0.4090476
PC75 <= -0.2332684
-> class 2\|3 [0.841]
Rule 53/249: (277.3/91.2, lift 5.9)
PC1 <= -0.4334595
PC8 <= -0.6211014
PC9 <= 10.24004
PC44 > -0.8434448
PC96 > 0.4129998
-> class 2\|3 [0.670]
Rule 53/250: (220.8/78, lift 5.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 <= 1.454696
PC15 <= -2.751601
-> class 2\|3 [0.646]
Rule 53/251: (11815.8/9557.8, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.191]
Rule 53/252: (153/0.7, lift 22.1)
PC8 <= -2.684477
PC16 <= 0.3937071
PC31 <= 1.24532
PC43 > -0.333984
PC46 <= 0.4031499
PC65 > 0.1136984
PC77 <= 0.4674267
PC85 > 0.175203
PC86 > -0.3781737
PC94 <= 0.7321243
PC98 <= 0.1369585
-> class 2\|4 [0.989]
Rule 53/253: (59.9/0.3, lift 21.8)
PC1 > -0.4334595
PC3 <= 0.09497605
PC9 <= -0.1601986
PC16 > -1.588202
PC19 <= 3.693909
PC27 > -0.1383893
PC79 <= -0.4713164
-> class 2\|4 [0.978]
Rule 53/254: (37.5, lift 21.8)
PC2 <= 2.5099
PC8 <= -2.684477
PC46 <= 0.4031499
PC49 > -2.565507
PC56 > -1.950719
PC78 <= -0.9666086
-> class 2\|4 [0.975]
Rule 53/255: (142.3/3.1, lift 21.7)
PC6 > 0.1496919
PC8 <= -2.684477
PC16 <= 0.3937071
PC17 <= 0.9261561
PC25 <= 0.2981367
PC43 > -0.333984
PC46 <= 0.4031499
PC85 > 0.5250282
-> class 2\|4 [0.971]
Rule 53/256: (85.5/1.8, lift 21.6)
PC8 <= -2.684477
PC46 <= 0.4031499
PC53 <= 0.5872331
PC54 > -0.45494
PC55 <= -0.09240696
PC81 > -0.1708553
PC85 <= 0.175203
PC95 > 0.00616908
PC96 <= 0.3326825
-> class 2\|4 [0.968]
Rule 53/257: (24.3, lift 21.5)
PC1 > -0.4334595
PC3 <= 0.09497605
PC8 <= -0.7816728
PC9 <= -0.1601986
PC19 > -1.59841
PC57 > 0.4809656
-> class 2\|4 [0.962]
Rule 53/258: (347.6/15.9, lift 21.2)
PC2 <= 2.5099
PC6 <= 0.1496919
PC8 <= -2.684477
PC16 <= 0.3937071
PC17 <= 0.9261561
PC25 <= 0.2981367
PC31 <= 1.24532
PC43 > -0.333984
PC46 <= 0.4031499
PC85 > 0.175203
PC86 > -0.3781737
PC94 <= 0.7321243
-> class 2\|4 [0.952]
Rule 53/259: (15, lift 21.0)
PC1 > -0.4334595
PC8 <= -0.7816728
PC19 > -1.59841
PC65 > 1.052756
-> class 2\|4 [0.941]
Rule 53/260: (235/13.2, lift 21.0)
PC1 <= -0.4334595
PC8 <= -2.684477
PC16 <= 0.3937071
PC17 <= 0.9261561
PC31 <= 1.24532
PC46 <= -0.4707741
PC85 > 0.175203
PC86 > -0.3781737
-> class 2\|4 [0.940]
Rule 53/261: (12.4, lift 20.8)
PC2 <= 2.5099
PC8 <= -0.6211014
PC22 > 5.93413
PC49 > -2.565507
PC85 <= 0.175203
-> class 2\|4 [0.931]
Rule 53/262: (88.3/6.4, lift 20.5)
PC1 <= -0.4334595
PC8 <= -2.684477
PC38 <= -0.396576
PC47 <= 0.7584281
PC62 <= -0.4761728
PC81 > -0.1708553
PC95 > 0.00616908
-> class 2\|4 [0.918]
Rule 53/263: (25/1.9, lift 19.9)
PC1 <= -0.4334595
PC8 <= -2.684477
PC31 <= 1.24532
PC47 > 0.7584281
PC49 > -2.565507
PC56 > -1.950719
PC85 <= 0.175203
-> class 2\|4 [0.893]
Rule 53/264: (53.6/5.2, lift 19.8)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC9 <= 10.24004
PC29 > 0.2788967
PC49 <= 0.1124635
PC65 > 0.08795668
-> class 2\|4 [0.888]
Rule 53/265: (49.3/12.8, lift 16.3)
PC1 <= -0.4334595
PC8 <= -0.6211014
PC29 <= 0.2788967
PC45 > 0.2863951
PC56 <= 0.001180591
PC75 <= 0.7483042
PC95 > 0.5564079
-> class 2\|4 [0.731]
Rule 53/266: (43/22.3, lift 10.7)
PC1 <= -0.4334595
PC2 <= 2.5099
PC8 > -2.684477
PC8 <= -0.6211014
PC28 <= -0.1500338
-> class 2\|4 [0.481]
Default class: 0\|2
----- Trial 54: -----
Rules:
Rule 54/1: (157.1/0.1, lift 17.8)
PC12 > -1.535334
PC13 <= 6.92457
PC18 > 2.129967
PC25 <= 0.88368
PC32 > 0.5145212
PC33 <= 3.156666
PC56 <= 1.525533
PC75 > 0.050164
PC96 <= 1.534143
-> class 0\|0 [0.993]
Rule 54/2: (163.1/0.9, lift 17.8)
PC3 > -1.894699
PC10 <= -2.544707
PC11 > -0.07676764
PC18 > -0.4683644
PC18 <= 2.129967
PC21 > -0.4086362
PC31 > -0.2780008
PC64 > -1.309903
PC81 <= 1.427238
PC87 <= 0.03423229
PC91 > -0.3697354
-> class 0\|0 [0.988]
Rule 54/3: (73.7, lift 17.7)
PC12 > -1.535334
PC13 <= 6.92457
PC18 > 2.129967
PC33 <= 3.156666
PC35 <= 0.5582652
PC54 <= -1.027696
PC55 > -0.4851243
-> class 0\|0 [0.987]
Rule 54/4: (75.5, lift 17.7)
PC13 <= 6.92457
PC18 > 2.129967
PC33 <= 3.156666
PC35 <= 0.5582652
PC43 <= 1.800024
PC56 <= 1.525533
PC59 > -1.954783
PC75 <= 0.050164
PC96 > 1.230318
-> class 0\|0 [0.987]
Rule 54/5: (82/0.3, lift 17.7)
PC2 > 2.5099
PC3 > -1.894699
PC3 <= 1.640775
PC11 > -0.07676764
PC18 > -0.4683644
PC20 <= 2.473301
PC21 > -0.4086362
PC24 > 0.09917192
PC34 > -2.136272
PC76 <= 0.4646978
PC79 > 0.1455158
PC91 > -0.3697354
-> class 0\|0 [0.984]
Rule 54/6: (51.1, lift 17.6)
PC18 > 2.129967
PC35 <= 0.5582652
PC56 <= 1.525533
PC75 <= 0.050164
PC80 <= 0.5231802
PC100 <= -0.6424475
-> class 0\|0 [0.981]
Rule 54/7: (65.1/0.6, lift 17.5)
PC12 > -1.535334
PC13 <= 6.92457
PC18 > 2.129967
PC33 <= 3.156666
PC35 <= 0.5582652
PC43 <= 1.800024
PC96 > 1.765391
-> class 0\|0 [0.976]
Rule 54/8: (189.2/4.8, lift 17.4)
PC4 > -9.220832
PC10 > -7.567951
PC11 > -0.07478525
PC13 > -2.626594
PC14 > -0.3768312
PC17 <= 1.11727
PC18 > 2.129967
PC25 <= 0.5780781
PC33 <= 3.156666
PC42 <= 1.639666
PC43 > -0.6382079
PC45 <= 1.45463
PC56 <= 1.525533
PC59 > -1.954783
PC75 <= 0.050164
PC97 <= 0.3814297
-> class 0\|0 [0.970]
Rule 54/9: (330.6/9.6, lift 17.4)
PC4 > -9.220832
PC7 > -1.041638
PC12 > -1.102453
PC13 <= 6.92457
PC18 > 2.859
PC21 > -0.850648
PC25 <= 0.88368
PC33 <= 3.156666
PC35 <= 0.5582652
PC42 <= 1.347964
PC75 > 0.050164
PC90 <= 1.533493
-> class 0\|0 [0.968]
Rule 54/10: (26.6, lift 17.3)
PC4 > -9.220832
PC12 > -1.535334
PC13 <= 6.92457
PC18 > 2.129967
PC33 <= 3.156666
PC55 > -0.4851243
PC56 <= 1.525533
PC59 > -1.954783
PC75 <= 0.050164
PC78 <= -0.646745
PC81 > -0.5246327
-> class 0\|0 [0.965]
Rule 54/11: (120.4/3.6, lift 17.3)
PC4 > -9.220832
PC12 > -1.535334
PC13 <= 6.92457
PC18 > 2.129967
PC25 <= 0.5780781
PC33 <= 3.156666
PC35 <= 0.5582652
PC42 <= 1.801262
PC56 <= 1.525533
PC62 > 0.2484653
PC81 > -0.5246327
-> class 0\|0 [0.963]
Rule 54/12: (159.7/7.7, lift 17.0)
PC4 > -9.220832
PC10 > -7.567951
PC13 > -2.626594
PC16 > -1.122597
PC17 > 1.11727
PC18 > 2.129967
PC25 <= 0.5780781
PC45 <= 1.45463
PC51 <= -0.1389775
PC54 > -1.027696
PC55 > -0.4851243
PC56 <= 1.525533
PC97 <= 0.3814297
-> class 0\|0 [0.946]
Rule 54/13: (52.4/2.6, lift 16.8)
PC13 <= 6.92457
PC18 > 2.129967
PC33 <= 3.156666
PC35 <= 0.5582652
PC43 <= 1.800024
PC45 <= 1.45463
PC59 > -1.954783
PC75 <= 0.050164
PC84 <= -0.3867329
-> class 0\|0 [0.934]
Rule 54/14: (3.4, lift 14.6)
PC13 > 6.92457
PC93 > -0.3566333
PC93 <= -0.3378307
-> class 0\|0 [0.815]
Rule 54/15: (10.6/1.8, lift 14.0)
PC13 > 6.92457
PC31 > 0.1783828
PC42 > -3.974739
PC80 > -2.879315
PC93 <= -0.3378307
-> class 0\|0 [0.779]
Rule 54/16: (76.6, lift 10.7)
PC14 > -0.3768312
PC16 <= -1.122597
PC18 > 2.129967
PC62 <= 0.2484653
PC75 <= 0.050164
PC84 > -0.3867329
PC96 <= 1.230318
-> class 0\|1 [0.987]
Rule 54/17: (90.7/0.5, lift 10.7)
PC13 > 6.92457
PC13 <= 12.55908
PC18 > -0.4683644
PC20 > -3.980935
PC30 <= 1.6136
PC31 <= 0.1783828
PC93 <= -0.3566333
-> class 0\|1 [0.984]
Rule 54/18: (44.4, lift 10.6)
PC18 > -0.4683644
PC38 <= 2.743107
PC42 > -3.974739
PC45 > 5.64524
-> class 0\|1 [0.978]
Rule 54/19: (66.9/1.7, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 > -2.430627
PC18 <= -0.4683644
PC54 <= 0.7634585
PC92 <= 0.6652916
-> class 0\|1 [0.961]
Rule 54/20: (123.9/9.7, lift 9.9)
PC2 > 2.5099
PC10 <= -0.7958415
PC18 > -0.4683644
PC18 <= 2.129967
PC21 > -0.4086362
PC91 <= -0.3697354
-> class 0\|1 [0.915]
Rule 54/21: (46.5/4.4, lift 9.6)
PC2 > 2.5099
PC15 > -0.3012545
PC17 > -2.720849
PC18 <= -0.4683644
PC20 > -2.71062
PC48 > 0.2153871
PC54 > -0.6579261
PC55 > 0.2407464
-> class 0\|1 [0.889]
Rule 54/22: (18.3/1.4, lift 9.6)
PC2 > 2.5099
PC15 > -0.3012545
PC18 <= -0.4683644
PC63 > 1.031669
PC92 <= -1.674179
-> class 0\|1 [0.884]
Rule 54/23: (10.6/1, lift 9.1)
PC3 <= 1.640775
PC15 > -0.3012545
PC18 > -0.6405302
PC18 <= -0.4683644
PC63 > 1.031669
-> class 0\|1 [0.844]
Rule 54/24: (3.8/0.2, lift 8.6)
PC13 > 6.92457
PC30 > 2.386569
PC93 > -0.3378307
-> class 0\|1 [0.798]
Rule 54/25: (23.4/5.5, lift 8.1)
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -0.4683644
PC58 > 2.474154
-> class 0\|1 [0.745]
Rule 54/26: (28.1/10.2, lift 6.8)
PC7 > -0.7696513
PC10 <= -6.299334
PC18 <= -0.4683644
PC28 <= -0.05898223
-> class 0\|1 [0.629]
Rule 54/27: (3025.5/1442.4, lift 5.7)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.535334
PC13 <= 6.92457
PC18 > -0.4683644
PC43 <= 1.800024
-> class 0\|1 [0.523]
Rule 54/28: (67, lift 9.5)
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -2.430627
PC22 <= 1.601186
PC33 > -1.425962
PC85 > -2.089015
-> class 0\|2 [0.986]
Rule 54/29: (55.4, lift 9.5)
PC3 <= -1.894699
PC18 > -0.4683644
PC18 <= 2.129967
PC79 <= 0.5441294
PC80 > -2.879315
PC81 <= 1.427238
PC90 <= -1.759266
-> class 0\|2 [0.983]
Rule 54/30: (45.5, lift 9.4)
PC3 <= -1.894699
PC12 > -1.535334
PC18 > -0.4683644
PC18 <= 2.129967
PC25 <= -1.263965
PC80 > -2.879315
PC81 <= 1.427238
-> class 0\|2 [0.979]
Rule 54/31: (43.2, lift 9.4)
PC10 <= -2.678297
PC15 <= -0.3012545
PC16 > 0.4080891
PC18 <= -0.4683644
-> class 0\|2 [0.978]
Rule 54/32: (24.8, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.535334
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 0.753468
PC24 > 0.8517534
PC40 > -1.264584
PC43 > -2.217216
PC94 > -0.2075967
-> class 0\|2 [0.963]
Rule 54/33: (23.9, lift 9.2)
PC2 > 2.5099
PC3 <= -1.894699
PC13 <= 6.92457
PC18 <= 2.129967
PC24 > 0.8517534
PC43 <= 0.1100355
PC47 > 0.7839843
PC79 <= 0.5441294
-> class 0\|2 [0.959]
Rule 54/34: (21.2, lift 9.2)
PC4 <= -6.916792
PC18 <= -0.4683644
PC66 > 0.897558
-> class 0\|2 [0.957]
Rule 54/35: (51/1.3, lift 9.2)
PC2 > 2.5099
PC3 <= -1.894699
PC12 > -1.535334
PC12 <= 1.543454
PC18 > -0.4683644
PC18 <= 0.753468
PC43 > 0.1100355
PC43 <= 1.800024
PC79 <= 0.5441294
PC81 <= 1.427238
-> class 0\|2 [0.957]
Rule 54/36: (33.8/0.6, lift 9.2)
PC2 > 2.5099
PC10 > -4.57136
PC15 > -0.3012545
PC16 > 0.4694484
PC20 <= -2.71062
PC45 <= 1.471491
PC74 > -0.01159385
PC80 <= 0.4906631
PC89 > -0.1944822
-> class 0\|2 [0.955]
Rule 54/37: (47.1/1.3, lift 9.2)
PC2 > 2.5099
PC3 <= -1.894699
PC12 > -1.535334
PC12 <= 1.543454
PC18 > -0.4683644
PC18 <= 0.753468
PC24 > 0.8517534
PC88 <= 0.04112835
-> class 0\|2 [0.954]
Rule 54/38: (17.8, lift 9.1)
PC2 > 2.5099
PC3 > -1.894699
PC3 <= 1.640775
PC10 > -0.7958415
PC18 > -0.4683644
PC18 <= 2.129967
-> class 0\|2 [0.950]
Rule 54/39: (90.9/4.1, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.1629577
PC12 <= 1.543454
PC18 > -0.4683644
PC18 <= 2.129967
PC25 > -1.263965
PC40 <= -1.264584
PC43 > 0.5304689
PC43 <= 1.800024
-> class 0\|2 [0.945]
Rule 54/40: (18.5/0.4, lift 9.0)
PC7 > -0.7696513
PC18 <= -0.4683644
PC20 <= -2.71062
PC63 <= 1.031669
PC80 > 0.4906631
PC89 > -0.1944822
-> class 0\|2 [0.933]
Rule 54/41: (90.2/6, lift 8.9)
PC2 > 2.5099
PC3 <= -1.894699
PC12 <= 1.543454
PC18 > -0.4683644
PC18 <= 2.129967
PC34 <= 0.2791902
PC40 > -1.264584
PC79 > 0.5441294
-> class 0\|2 [0.924]
Rule 54/42: (9.2/0.2, lift 8.6)
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 <= -2.71062
PC63 <= 1.031669
PC84 <= -0.7205543
PC89 > -0.1944822
-> class 0\|2 [0.893]
Rule 54/43: (7.4, lift 8.6)
PC1 > -0.444371
PC2 > 2.5099
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 <= -2.71062
-> class 0\|2 [0.893]
Rule 54/44: (34.3/3.1, lift 8.5)
PC3 <= -1.894699
PC12 <= 1.543454
PC18 > -0.4683644
PC18 <= 2.129967
PC42 > -3.974739
PC43 <= 1.800024
PC59 <= -2.991374
PC81 <= 1.427238
-> class 0\|2 [0.887]
Rule 54/45: (52.9/6.8, lift 8.3)
PC7 > -0.7696513
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 <= -2.71062
PC63 <= 1.031669
PC89 <= -0.1944822
-> class 0\|2 [0.858]
Rule 54/46: (8.9/0.8, lift 8.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC20 > -2.71062
PC43 > 0.8157452
PC54 <= -0.6579261
PC100 <= -0.03443519
-> class 0\|2 [0.836]
Rule 54/47: (12.8/1.6, lift 7.9)
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 <= -2.71062
PC45 > 1.471491
PC63 <= 1.031669
-> class 0\|2 [0.821]
Rule 54/48: (4.3/0.1, lift 7.9)
PC2 > 2.5099
PC6 > 0.1697944
PC15 > -0.3012545
PC20 <= -2.71062
-> class 0\|2 [0.819]
Rule 54/49: (9.3/1.5, lift 7.5)
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 > -2.430627
PC18 <= -0.4683644
PC92 > 0.6652916
-> class 0\|2 [0.778]
Rule 54/50: (245.7/77, lift 6.6)
PC2 > 2.5099
PC15 <= -0.3012545
PC18 <= -0.4683644
PC32 > 0.8979535
PC38 <= 1.342233
PC72 > -0.9728721
PC74 <= 0.7841548
-> class 0\|2 [0.685]
Rule 54/51: (8098/6025.1, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.256]
Rule 54/52: (145.7, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.3012545
PC18 <= -0.4683644
PC29 > -4.281846
PC58 <= 2.732408
PC66 > -4.692316
PC74 > 0.7841548
-> class 0\|3 [0.993]
Rule 54/53: (113.3, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.83144
PC7 > -0.7696513
PC15 <= -0.3012545
PC18 <= -0.4683644
PC29 > -4.281846
PC38 > -1.328534
PC66 > -4.692316
PC93 > 0.9565344
-> class 0\|3 [0.991]
Rule 54/54: (91.4, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.3012545
PC18 <= -0.4683644
PC38 > 1.342233
-> class 0\|3 [0.989]
Rule 54/55: (80.2, lift 11.0)
PC2 > 2.5099
PC4 > -7.83144
PC8 <= -0.02650097
PC15 <= -0.3012545
PC18 <= -0.4683644
PC32 > 0.8979535
PC36 > -2.636861
-> class 0\|3 [0.988]
Rule 54/56: (85.5/0.1, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.3012545
PC18 <= -0.4683644
PC66 > -4.692316
PC72 <= -0.9728721
-> class 0\|3 [0.987]
Rule 54/57: (51.2, lift 11.0)
PC4 > -7.83144
PC15 <= -0.3012545
PC18 <= -0.4683644
PC28 > 0.4673133
PC32 > 0.8979535
PC36 > -2.636861
PC38 > -1.328534
-> class 0\|3 [0.981]
Rule 54/58: (51.8, lift 11.0)
PC2 > 2.5099
PC18 > -0.4683644
PC80 <= -2.879315
-> class 0\|3 [0.981]
Rule 54/59: (90.7/0.8, lift 11.0)
PC7 > -0.3993256
PC13 > 6.92457
PC18 > -0.4683644
PC28 > 0.2764888
PC47 > -0.8154143
PC65 > -0.4597442
PC93 > -0.3378307
-> class 0\|3 [0.980]
Rule 54/60: (40.8, lift 10.9)
PC3 <= 1.640775
PC15 <= -0.3012545
PC18 <= -0.4683644
PC58 > 2.732408
PC90 > 0.2054336
PC93 > -3.605738
-> class 0\|3 [0.977]
Rule 54/61: (39.2, lift 10.9)
PC3 <= 1.640775
PC18 <= -0.4683644
PC56 <= -7.906567
-> class 0\|3 [0.976]
Rule 54/62: (37.9, lift 10.9)
PC2 > 2.5099
PC7 > -0.7696513
PC15 <= -0.3012545
PC18 <= -0.4683644
PC43 > 1.759509
PC66 > -4.692316
-> class 0\|3 [0.975]
Rule 54/63: (191.9/4.1, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.916792
PC8 <= 0.1142038
PC10 > -1.301925
PC15 <= -0.3012545
PC18 <= -0.632102
PC32 <= 0.8979535
PC49 <= 0.9426984
PC60 <= 0.6176429
PC69 > -3.938603
PC71 <= 0.9832113
PC77 > -0.1312941
PC81 <= 0.806196
PC93 > -1.635361
-> class 0\|3 [0.974]
Rule 54/64: (32.6, lift 10.9)
PC2 > 2.5099
PC12 <= -1.535334
PC38 > 2.743107
PC43 <= 1.800024
-> class 0\|3 [0.971]
Rule 54/65: (27.3, lift 10.8)
PC1 > -0.6518905
PC3 <= 1.640775
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 > -2.71062
PC54 > -0.6579261
PC55 <= 0.2407464
PC91 <= -0.6923494
-> class 0\|3 [0.966]
Rule 54/66: (25.9, lift 10.8)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -0.3012545
PC18 <= -0.4683644
PC29 > -4.281846
PC32 > 0.8979535
PC46 <= -0.7940637
-> class 0\|3 [0.964]
Rule 54/67: (17.3, lift 10.6)
PC2 > 2.5099
PC3 <= 1.640775
PC16 > 0.7936247
PC18 > -0.4683644
PC43 > 1.800024
-> class 0\|3 [0.948]
Rule 54/68: (16.4, lift 10.6)
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -2.430627
PC33 <= -1.425962
-> class 0\|3 [0.946]
Rule 54/69: (443.2/25.4, lift 10.5)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.916792
PC10 > -2.678297
PC15 <= -0.3012545
PC18 <= -0.632102
PC32 <= 0.8979535
PC38 > -1.328534
PC40 > -2.341466
PC58 <= 2.732408
PC66 > -4.692316
PC69 > -3.938603
PC77 <= -0.1312941
PC93 > -3.605738
-> class 0\|3 [0.941]
Rule 54/70: (24/0.9, lift 10.4)
PC2 > 2.5099
PC7 > -0.7696513
PC11 <= -0.03689899
PC15 > -0.3012545
PC18 <= -0.4683644
PC54 > -0.6579261
-> class 0\|3 [0.927]
Rule 54/71: (38.2/1.9, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC42 <= -3.974739
-> class 0\|3 [0.927]
Rule 54/72: (24.9/1.2, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC15 > -0.3012545
PC17 <= -2.720849
PC20 > -2.71062
-> class 0\|3 [0.919]
Rule 54/73: (24.3/1.5, lift 10.1)
PC7 <= -0.7696513
PC18 <= -2.430627
PC22 > 1.601186
PC58 <= 2.474154
-> class 0\|3 [0.904]
Rule 54/74: (8.2, lift 10.1)
PC13 > 6.92457
PC38 <= -3.125318
PC65 <= -0.4597442
-> class 0\|3 [0.902]
Rule 54/75: (149.1/14.9, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC17 > -2.720849
PC18 <= -0.4683644
PC28 > -1.019413
PC54 <= -0.6579261
PC63 <= 1.031669
PC68 <= 0.5656767
PC100 <= -0.03443519
-> class 0\|3 [0.895]
Rule 54/76: (6.8, lift 9.9)
PC15 > -0.3012545
PC18 <= -0.4683644
PC20 > -2.71062
PC28 > 3.778366
PC54 > -0.6579261
-> class 0\|3 [0.886]
Rule 54/77: (52.7/6.8, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -2.720849
PC18 <= -0.4683644
PC22 <= -2.321789
PC55 <= 0.2407464
-> class 0\|3 [0.858]
Rule 54/78: (85.5/12.2, lift 9.5)
PC4 > -7.83144
PC4 <= -6.916792
PC7 > -0.7696513
PC10 > -2.678297
PC15 <= -0.3012545
PC18 <= -0.4683644
PC32 <= 0.8979535
PC38 > -1.328534
PC40 > -2.341466
PC66 <= 0.897558
PC87 <= 0.1267545
PC96 > -0.5272259
-> class 0\|3 [0.849]
Rule 54/79: (18.4/2.2, lift 9.4)
PC4 <= -7.83144
PC15 <= -0.3012545
PC31 > -0.08959482
PC40 > -2.341466
PC58 <= 2.732408
-> class 0\|3 [0.842]
Rule 54/80: (13.4/2.1, lift 8.9)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > 1.543454
PC13 <= 6.92457
PC18 > -0.4683644
PC18 <= 2.129967
PC43 <= 1.800024
-> class 0\|3 [0.796]
Rule 54/81: (541/113.5, lift 8.8)
PC7 > -0.7696513
PC10 > -6.299334
PC18 <= -0.4683644
PC20 <= -2.71062
PC63 <= 1.031669
-> class 0\|3 [0.789]
Rule 54/82: (12.8/4.4, lift 7.1)
PC7 <= -0.7696513
PC18 <= -0.4683644
PC85 <= -2.089015
-> class 0\|3 [0.636]
Rule 54/83: (61, lift 18.3)
PC2 <= 2.5099
PC3 > 6.929032
PC25 > 0.6703465
-> class 1\|0 [0.984]
Rule 54/84: (61.4/0.2, lift 18.3)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 > -0.1601986
PC12 <= 2.673064
PC19 > -1.336973
PC21 <= 1.737025
PC96 > 0.2893303
-> class 1\|0 [0.982]
Rule 54/85: (146.5/2.4, lift 18.2)
PC2 > 2.5099
PC8 > -3.622398
PC14 > -0.1106345
PC16 <= -0.8879908
PC18 <= 0.7362046
PC21 > -0.1779146
PC27 <= 0.64168
PC33 > -0.5413352
PC38 > -0.3322047
PC39 > -0.09693813
PC41 > 0.1744203
PC42 > -1.179407
PC45 <= -0.1469328
PC64 > 0.5381621
PC73 <= 0.3521679
PC77 <= 0.7041603
PC92 <= 0.5479771
PC100 > -0.8058769
-> class 1\|0 [0.977]
Rule 54/86: (440.5/12, lift 18.1)
PC6 <= 7.471952
PC9 > -0.09433286
PC11 <= 1.249153
PC12 > 2.673064
PC16 <= 2.614301
PC17 > 0.4221847
PC21 > -0.871241
-> class 1\|0 [0.971]
Rule 54/87: (219.2/14.2, lift 17.3)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 <= 0.7432103
PC6 <= 3.641865
PC9 > -0.1601986
PC19 > -1.336973
PC21 <= 1.737025
PC51 <= 0.4237113
PC68 <= 1.034019
PC82 > -0.4209382
-> class 1\|0 [0.931]
Rule 54/88: (209.8/15.7, lift 17.2)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC14 > -0.1106345
PC15 > 1.35974
PC21 > -0.1779146
PC33 > -0.5413352
PC39 > -0.09693813
PC83 > -0.4309384
PC86 <= 0.5552485
PC94 <= 0.1063389
-> class 1\|0 [0.921]
Rule 54/89: (411.2/34, lift 17.0)
PC1 > -0.3062993
PC6 <= 7.471952
PC9 > -0.09433286
PC12 > 2.673064
PC21 > -0.871241
PC68 > -1.211164
PC98 <= 0.05169337
-> class 1\|0 [0.915]
Rule 54/90: (7/0.4, lift 15.8)
PC1 > -0.2019541
PC3 <= 0.7432103
PC6 > 3.641865
PC8 > 0.8120257
PC12 <= 2.673064
PC19 > -1.336973
-> class 1\|0 [0.849]
Rule 54/91: (46.7/7.6, lift 15.3)
PC3 > 0.7432103
PC31 <= -0.02163382
PC48 > 0.6985834
PC61 > -0.7022358
PC89 > 0.166173
-> class 1\|0 [0.823]
Rule 54/92: (5.7/0.7, lift 14.5)
PC3 > 0.7432103
PC16 <= 2.756547
PC32 <= 0.4811479
PC46 > 1.406971
PC57 > 0.1281978
-> class 1\|0 [0.780]
Rule 54/93: (166.6/82.9, lift 9.4)
PC1 > -0.3062993
PC1 <= -0.2019541
PC12 <= 0.028365
PC100 > -0.2614013
-> class 1\|0 [0.502]
Rule 54/94: (158.7, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC86 > 0.5552485
-> class 1\|1 [0.994]
Rule 54/95: (136.1, lift 16.3)
PC1 > -0.3062993
PC12 > 2.673064
PC21 <= -0.871241
PC32 <= 1.907613
-> class 1\|1 [0.993]
Rule 54/96: (119, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 1.35974
PC16 <= -0.8879908
PC64 <= 0.5381621
-> class 1\|1 [0.992]
Rule 54/97: (105.3, lift 16.2)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 1.35974
PC16 <= -0.8879908
PC41 <= 0.1744203
-> class 1\|1 [0.991]
Rule 54/98: (85, lift 16.2)
PC1 > -0.3062993
PC3 <= 0.7432103
PC6 > 3.641865
PC8 <= 0.8120257
PC9 > -0.1601986
PC12 <= 2.673064
PC19 > -1.336973
PC96 <= 0.2893303
PC98 <= 0.2931648
-> class 1\|1 [0.989]
Rule 54/99: (62.7, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 1.35974
PC16 <= -0.8879908
PC45 > -0.1469328
-> class 1\|1 [0.985]
Rule 54/100: (81.5/0.4, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 1.26344
PC49 <= 0.1963117
PC51 > -0.7561268
PC98 > 0.3082755
-> class 1\|1 [0.983]
Rule 54/101: (128.8/1.3, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC21 <= -0.1779146
-> class 1\|1 [0.982]
Rule 54/102: (54.2, lift 16.1)
PC3 > 1.640775
PC14 <= -0.1106345
PC16 <= -0.8879908
PC39 > -0.09693813
PC100 > -0.8058769
-> class 1\|1 [0.982]
Rule 54/103: (44.9, lift 16.0)
PC3 > 0.7432103
PC48 > 0.6985834
PC61 > -0.7022358
PC89 <= 0.166173
-> class 1\|1 [0.979]
Rule 54/104: (42.2, lift 16.0)
PC1 > -0.3062993
PC9 > -0.09433286
PC11 > 1.249153
PC12 > 2.673064
-> class 1\|1 [0.977]
Rule 54/105: (132.5/2.1, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC94 > 0.1063389
-> class 1\|1 [0.977]
Rule 54/106: (40.7, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC27 > 0.64168
-> class 1\|1 [0.977]
Rule 54/107: (39.6, lift 16.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC33 <= -0.5413352
-> class 1\|1 [0.976]
Rule 54/108: (33.9, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 1.26344
PC49 > 0.1963117
PC51 > -0.7561268
-> class 1\|1 [0.972]
Rule 54/109: (37.1/0.1, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC39 <= -0.09693813
-> class 1\|1 [0.971]
Rule 54/110: (141.3/3.4, lift 15.9)
PC6 > 7.471952
PC12 > 2.673064
-> class 1\|1 [0.970]
Rule 54/111: (29, lift 15.9)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 <= 1.393076
PC18 > 0.1652419
PC19 <= -1.336973
PC82 <= 0.5654639
-> class 1\|1 [0.968]
Rule 54/112: (97.6/2.5, lift 15.8)
PC3 > 1.640775
PC16 <= -0.8879908
PC38 > -0.3322047
PC39 > -0.09693813
PC73 > 0.3521679
PC92 <= 0.5479771
-> class 1\|1 [0.965]
Rule 54/113: (33.2/0.3, lift 15.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC6 <= 7.471952
PC12 > 2.673064
PC17 <= 0.4221847
PC98 > 0.05169337
-> class 1\|1 [0.963]
Rule 54/114: (23.1, lift 15.7)
PC2 > 2.5099
PC8 <= -3.622398
PC16 <= -0.8879908
-> class 1\|1 [0.960]
Rule 54/115: (20.6, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC77 > 0.7041603
-> class 1\|1 [0.956]
Rule 54/116: (18, lift 15.6)
PC1 > 11.43547
PC8 > -4.616251
PC8 <= -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
-> class 1\|1 [0.950]
Rule 54/117: (18, lift 15.6)
PC1 > -0.2019541
PC3 <= 0.7432103
PC8 > -4.616251
PC9 <= -0.1601986
PC19 > -1.336973
PC86 > 0.6583086
-> class 1\|1 [0.950]
Rule 54/118: (17.9, lift 15.6)
PC3 > 1.640775
PC15 <= 1.35974
PC16 <= -0.8879908
PC18 > 0.7362046
-> class 1\|1 [0.950]
Rule 54/119: (17.3, lift 15.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC83 <= -0.4309384
-> class 1\|1 [0.948]
Rule 54/120: (25.7/0.9, lift 15.3)
PC1 > -0.3062993
PC3 <= 0.7432103
PC9 > -0.1601986
PC12 <= 2.673064
PC19 > -1.336973
PC51 > 0.4237113
-> class 1\|1 [0.932]
Rule 54/121: (11.9, lift 15.2)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 1.26344
PC51 > -0.7561268
PC97 > 1.528132
-> class 1\|1 [0.928]
Rule 54/122: (16.3/0.4, lift 15.2)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -4.616251
PC82 <= -0.4209382
-> class 1\|1 [0.926]
Rule 54/123: (22.5/0.9, lift 15.2)
PC1 > -0.3062993
PC2 <= 2.5099
PC6 <= -3.131424
PC8 <= 1.393076
PC19 <= -1.336973
PC82 <= 0.5654639
PC99 > -1.757283
-> class 1\|1 [0.924]
Rule 54/124: (11.2, lift 15.2)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 <= 0.7432103
PC9 > -0.1601986
PC12 <= 2.673064
PC19 > -1.336973
PC23 <= 2.17248
PC68 > 1.034019
-> class 1\|1 [0.924]
Rule 54/125: (45/2.6, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC38 <= -0.3322047
PC92 <= 0.5479771
-> class 1\|1 [0.924]
Rule 54/126: (10.3, lift 15.1)
PC1 > -0.3062993
PC8 <= 1.393076
PC12 > 1.93786
PC19 <= -1.336973
-> class 1\|1 [0.919]
Rule 54/127: (61.8/5.1, lift 14.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > 0.7432103
PC3 <= 0.8779221
PC19 > -1.460245
-> class 1\|1 [0.904]
Rule 54/128: (58/4.8, lift 14.8)
PC2 <= 2.5099
PC3 > 6.929032
PC17 <= -0.6274766
-> class 1\|1 [0.904]
Rule 54/129: (29.4/2.8, lift 14.4)
PC2 <= 2.5099
PC3 > 6.929032
PC82 <= -0.7688722
-> class 1\|1 [0.878]
Rule 54/130: (33.3/3.4, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC100 <= -0.8058769
-> class 1\|1 [0.875]
Rule 54/131: (22.8/2.2, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC92 > 0.5479771
-> class 1\|1 [0.872]
Rule 54/132: (5.3, lift 14.1)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 1.35974
PC16 <= -0.8879908
PC42 <= -1.179407
-> class 1\|1 [0.863]
Rule 54/133: (14.7/2, lift 13.4)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 <= 1.393076
PC19 <= -1.336973
PC82 <= 0.5654639
PC99 <= -1.757283
-> class 1\|1 [0.818]
Rule 54/134: (16.6/2.4, lift 13.4)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.7432103
PC4 > 0.9132453
-> class 1\|1 [0.817]
Rule 54/135: (192.5/42, lift 12.8)
PC3 > 0.7432103
PC4 <= 0.9132453
PC12 <= 2.673064
PC16 <= 2.756547
PC32 <= 0.4811479
PC46 > 1.406971
-> class 1\|1 [0.779]
Rule 54/136: (77.4/17.6, lift 12.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC16 <= 1.26344
PC38 <= -0.00330259
PC51 > -0.7561268
-> class 1\|1 [0.766]
Rule 54/137: (25.9/12.6, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > 0.4500062
PC8 > -0.2273773
-> class 1\|1 [0.514]
Rule 54/138: (118.2, lift 15.6)
PC2 <= 2.5099
PC3 > 6.929032
PC12 <= 2.673064
PC17 > -0.6274766
PC25 <= 0.6703465
PC82 > -0.7688722
-> class 1\|2 [0.992]
Rule 54/139: (155.2/0.7, lift 15.6)
PC1 > 6.280995
PC3 <= 0.7432103
PC6 > -3.131424
PC12 <= 1.93786
PC18 <= 0.1652419
PC19 <= -1.336973
PC79 <= 0.4797541
PC82 <= 0.5654639
PC99 > -1.757283
-> class 1\|2 [0.989]
Rule 54/140: (91.9, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 1.26344
PC51 > -0.7561268
-> class 1\|2 [0.989]
Rule 54/141: (47.6, lift 15.4)
PC1 > -0.3062993
PC3 <= 0.7432103
PC6 > 3.641865
PC98 > 0.2931648
-> class 1\|2 [0.980]
Rule 54/142: (39.6, lift 15.4)
PC1 > -0.3062993
PC1 <= 6.280995
PC3 <= 0.7432103
PC6 > -3.131424
PC8 <= 1.393076
PC12 <= 1.93786
PC14 <= 0.7324552
PC19 <= -1.336973
-> class 1\|2 [0.976]
Rule 54/143: (36.1, lift 15.3)
PC2 <= 2.5099
PC3 > 0.7432103
PC12 <= 2.673064
PC46 <= 1.406971
PC59 <= -1.30017
PC70 <= 0.7989666
-> class 1\|2 [0.974]
Rule 54/144: (89.9/1.9, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC38 > -0.00330259
PC49 <= 0.1963117
PC51 > -0.7561268
PC97 <= 1.528132
PC98 <= 0.3082755
-> class 1\|2 [0.969]
Rule 54/145: (247.8/8.4, lift 15.2)
PC1 > -0.2019541
PC2 <= 2.5099
PC3 > 0.8779221
PC3 <= 6.929032
PC4 <= 0.9132453
PC12 <= 2.673064
PC13 <= 0.05598802
PC14 <= 0.68241
PC15 <= 3.904684
PC37 > -1.43737
PC46 <= 1.406971
PC65 <= 0.2479686
PC75 <= 1.649806
PC80 <= 0.8678457
-> class 1\|2 [0.962]
Rule 54/146: (21.8, lift 15.1)
PC1 > -0.2019541
PC3 > 0.7432103
PC48 > 0.6985834
PC61 <= -0.7022358
-> class 1\|2 [0.958]
Rule 54/147: (124.1/6.4, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC11 > -0.1249854
PC15 > -1.599951
PC16 > -0.8879908
PC51 <= -0.7561268
PC93 > -0.5845286
-> class 1\|2 [0.941]
Rule 54/148: (45.8/2.1, lift 14.7)
PC2 <= 2.5099
PC3 > 0.8779221
PC12 <= 2.673064
PC37 <= -1.43737
PC48 <= 0.6985834
-> class 1\|2 [0.935]
Rule 54/149: (113.8/7.8, lift 14.6)
PC2 <= 2.5099
PC3 > 0.8779221
PC12 <= 2.673064
PC46 <= 1.406971
PC70 <= 0.7989666
PC80 > 0.8678457
-> class 1\|2 [0.924]
Rule 54/150: (9.6, lift 14.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC12 <= 5.58542
PC15 > 3.946699
PC37 > 0.5041375
-> class 1\|2 [0.914]
Rule 54/151: (65.3/4.9, lift 14.4)
PC2 <= 2.5099
PC4 <= 0.9132453
PC7 <= -5.425717
PC14 <= 0.68241
PC46 <= 1.406971
PC48 <= 0.6985834
PC80 <= 0.8678457
-> class 1\|2 [0.912]
Rule 54/152: (9, lift 14.3)
PC1 > -0.3062993
PC8 > -4.616251
PC14 <= 0.68241
PC53 > 0.9386595
PC65 > 0.2479686
-> class 1\|2 [0.909]
Rule 54/153: (8.9, lift 14.3)
PC1 > -0.3062993
PC2 <= 2.5099
PC14 <= 0.68241
PC46 <= 1.406971
PC65 > 0.2479686
PC81 <= -0.7326643
-> class 1\|2 [0.908]
Rule 54/154: (6, lift 13.8)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.673064
PC16 > 2.614301
PC21 > -0.871241
PC68 > -1.211164
-> class 1\|2 [0.874]
Rule 54/155: (99.3/15.9, lift 13.1)
PC3 > 0.8779221
PC12 <= 2.673064
PC14 <= 0.68241
PC46 <= 1.406971
PC59 <= -0.9888341
PC81 > -0.7326643
-> class 1\|2 [0.833]
Rule 54/156: (150/38.5, lift 11.7)
PC2 <= 2.5099
PC3 > 0.8779221
PC3 <= 6.929032
PC12 <= 2.673064
PC16 <= 2.756547
PC46 > 1.406971
PC48 <= 0.6985834
-> class 1\|2 [0.740]
Rule 54/157: (40.6/15.9, lift 9.5)
PC1 > -0.3062993
PC3 > 0.7432103
PC3 <= 0.8779221
PC19 <= -1.460245
-> class 1\|2 [0.603]
Rule 54/158: (1272.1/728.2, lift 6.7)
PC1 > -0.3062993
PC16 > 1.854122
-> class 1\|2 [0.428]
Rule 54/159: (258.6/2.2, lift 15.0)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > 0.7432103
PC14 > 0.68241
PC37 > -1.43737
PC46 <= 1.406971
PC59 > -1.30017
PC68 <= 0.7558922
PC80 <= 0.8678457
-> class 1\|3 [0.988]
Rule 54/160: (96.3/0.7, lift 14.9)
PC3 > 0.7432103
PC3 <= 6.929032
PC15 > 3.904684
PC46 <= 1.406971
PC65 <= 0.2479686
PC80 <= 0.8678457
-> class 1\|3 [0.983]
Rule 54/161: (57.5/0.2, lift 14.9)
PC3 > 0.8779221
PC3 <= 6.929032
PC4 <= 0.9132453
PC13 > 0.05598802
PC37 > -1.43737
PC46 <= 1.406971
PC59 > -1.30017
PC65 <= 0.2479686
PC80 <= 0.8678457
-> class 1\|3 [0.981]
Rule 54/162: (79.9/1.1, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= -1.599951
PC51 <= -0.7561268
PC60 > -0.9794026
-> class 1\|3 [0.974]
Rule 54/163: (21.2, lift 14.5)
PC1 > -0.3062993
PC7 > -5.425717
PC48 <= 0.6985834
PC55 > 0.3612134
PC59 > -1.30017
PC65 > 0.2479686
PC96 > 1.06368
-> class 1\|3 [0.957]
Rule 54/164: (15.5, lift 14.3)
PC1 > -0.3062993
PC19 <= -1.336973
PC79 > 0.4797541
PC82 <= 0.5654639
-> class 1\|3 [0.943]
Rule 54/165: (239.9/14.6, lift 14.2)
PC1 > -0.2019541
PC1 <= 6.280995
PC14 > 0.7324552
PC19 <= -1.336973
PC82 <= 0.5654639
-> class 1\|3 [0.935]
Rule 54/166: (313.6/19.7, lift 14.2)
PC2 <= 2.5099
PC3 > 0.8779221
PC3 <= 6.929032
PC4 <= 0.9132453
PC7 > -5.425717
PC14 <= 0.68241
PC46 <= 1.406971
PC48 <= 0.6985834
PC53 <= 0.9386595
PC55 <= 0.3612134
PC59 > -0.9888341
PC65 > 0.2479686
PC70 <= 0.7989666
PC81 > -0.7326643
PC92 > -0.4374368
-> class 1\|3 [0.934]
Rule 54/167: (62.9/5.1, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC51 <= -0.7561268
PC93 <= -0.5845286
-> class 1\|3 [0.907]
Rule 54/168: (8, lift 13.6)
PC1 > -0.3062993
PC12 > 2.673064
PC21 > -0.871241
PC68 <= -1.211164
-> class 1\|3 [0.900]
Rule 54/169: (29/2.7, lift 13.4)
PC3 > 0.7432103
PC16 > 2.756547
PC46 > 1.406971
-> class 1\|3 [0.881]
Rule 54/170: (103.3/13.7, lift 13.0)
PC1 > 1.379516
PC3 > 0.8779221
PC3 <= 6.929032
PC7 > -5.425717
PC37 > -1.43737
PC46 <= 1.406971
PC48 <= 0.6985834
PC59 > -1.30017
PC65 > 0.2479686
-> class 1\|3 [0.860]
Rule 54/171: (5.1, lift 13.0)
PC3 > 0.7432103
PC31 > -0.02163382
PC48 > 0.6985834
PC61 > -0.7022358
-> class 1\|3 [0.859]
Rule 54/172: (8.3/0.8, lift 12.4)
PC1 > -0.3062993
PC1 <= -0.2019541
PC12 > 0.028365
PC34 > -0.2005687
PC100 > -0.2614013
-> class 1\|3 [0.821]
Rule 54/173: (11.3/2.9, lift 10.7)
PC2 > 2.5099
PC3 > 1.640775
PC11 <= -0.1249854
PC16 > -0.8879908
PC51 <= -0.7561268
-> class 1\|3 [0.706]
Rule 54/174: (17.7/6.8, lift 9.1)
PC1 > -0.3062993
PC3 <= 6.929032
PC4 <= 0.9132453
PC46 <= 1.406971
PC48 <= 0.6985834
PC70 > 0.7989666
-> class 1\|3 [0.603]
Rule 54/175: (64.6, lift 13.0)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 > 1.393076
PC19 <= -1.336973
PC44 > -0.6110656
-> class 2\|0 [0.985]
Rule 54/176: (410.4/7.2, lift 13.0)
PC8 > 1.277736
PC11 > -0.9337804
PC15 <= 1.804218
PC19 <= -0.1051269
PC20 <= 0.1357512
PC22 <= 0.9206888
PC25 <= 0.2649227
PC28 <= 0.1391531
PC46 <= 1.604295
PC60 > -0.3873945
PC62 <= 0.9697842
PC70 <= 0.06223076
PC71 <= 0.8223667
PC95 > -0.4990022
PC96 > -0.3563694
-> class 2\|0 [0.980]
Rule 54/177: (42.3, lift 12.9)
PC1 <= -0.3062993
PC8 > 1.277736
PC15 <= 2.635274
PC20 <= 0.1357512
PC44 <= 2.230766
PC46 <= 1.604295
PC60 > -0.3873945
PC78 > 0.6256552
PC96 > -0.3563694
-> class 2\|0 [0.977]
Rule 54/178: (100.4/2.3, lift 12.8)
PC8 > -0.2273773
PC11 > -0.9337804
PC21 > 2.500081
PC22 <= 0.7320785
PC80 <= 1.007321
PC96 > -0.3563694
-> class 2\|0 [0.968]
Rule 54/179: (7.6, lift 11.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
PC21 <= -0.2930273
PC44 > 0.6021686
PC62 > -1.116558
-> class 2\|0 [0.896]
Rule 54/180: (20.7/1.6, lift 11.7)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 > -0.8079172
PC9 <= -0.1601986
PC33 <= -0.006961339
PC38 <= -0.03637125
PC78 <= 0.2821145
PC86 <= 0.6583086
-> class 2\|0 [0.885]
Rule 54/181: (14.5/2.6, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC8 <= 1.277736
PC62 <= -1.116558
PC93 > 0.4616581
-> class 2\|0 [0.782]
Rule 54/182: (986.3/451.6, lift 7.2)
PC1 > -0.3062993
PC1 <= -0.2019541
PC2 <= 2.5099
PC12 > 0.028365
PC34 <= -0.2005687
PC100 > -0.2614013
-> class 2\|0 [0.542]
Rule 54/183: (3004.6/2114.5, lift 3.9)
PC8 > 1.277736
PC96 > -0.3563694
-> class 2\|0 [0.296]
Rule 54/184: (75.2, lift 10.5)
PC3 <= 0.4500062
PC8 > 1.277736
PC15 <= 1.804218
PC19 > -0.1051269
PC20 <= 0.1357512
PC21 <= 1.466557
PC70 <= 0.06223076
-> class 2\|1 [0.987]
Rule 54/185: (75.5/0.1, lift 10.5)
PC1 <= -0.3062993
PC8 > 1.277736
PC46 > 1.604295
-> class 2\|1 [0.986]
Rule 54/186: (61.8, lift 10.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC12 > 5.58542
-> class 2\|1 [0.984]
Rule 54/187: (42.5, lift 10.4)
PC2 > -1.934819
PC2 <= -1.025067
PC3 > -1.969858
PC6 <= 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC60 <= 1.104911
PC73 <= 0.1819701
-> class 2\|1 [0.978]
Rule 54/188: (167.1/2.6, lift 10.5)
PC3 <= 0.4500062
PC8 > 1.277736
PC11 <= -0.9337804
PC20 <= 0.1357512
PC96 > -0.3563694
-> class 2\|1 [0.978]
Rule 54/189: (54.2/0.3, lift 10.4)
PC2 <= 2.5099
PC8 > -0.2273773
PC31 > -0.9800549
PC44 <= 0.6021686
PC76 > -0.3166705
PC87 <= -0.8417074
-> class 2\|1 [0.978]
Rule 54/190: (133.8/2.1, lift 10.4)
PC2 <= -1.025067
PC6 <= 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC9 > -2.409079
PC11 > -1.980569
PC24 <= 0.230838
PC44 <= 0.6021686
PC45 > 0.0393493
PC52 > -0.07322823
PC55 <= 0.6944523
PC60 <= 1.104911
PC66 <= 0.5666859
PC73 <= 0.1819701
PC74 > -0.886155
PC89 <= 0.397957
PC93 > -0.2567859
-> class 2\|1 [0.977]
Rule 54/191: (39.8, lift 10.4)
PC2 <= 2.5099
PC3 > -1.969858
PC3 <= 0.4500062
PC8 > -0.2273773
PC8 <= 1.277736
PC54 <= 0.4633507
PC56 > -0.3967071
PC62 <= -1.116558
PC93 <= 0.4616581
-> class 2\|1 [0.976]
Rule 54/192: (125.2/2.4, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC60 > -0.3873945
PC64 > -0.1618118
PC68 <= 1.182223
PC70 > 0.06223076
PC78 <= 0.6256552
-> class 2\|1 [0.974]
Rule 54/193: (37.1, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC31 > -0.9800549
PC48 <= -0.8573541
PC88 > -0.3678097
-> class 2\|1 [0.974]
Rule 54/194: (33.8, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC28 <= -0.1979612
-> class 2\|1 [0.972]
Rule 54/195: (31.1, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC31 > -0.9800549
PC44 <= 0.6021686
PC46 <= -0.3902611
PC54 <= 1.702523
PC62 > -1.116558
-> class 2\|1 [0.970]
Rule 54/196: (31.9, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC20 > -0.2325197
PC22 > 0.9206888
-> class 2\|1 [0.970]
Rule 54/197: (29.9, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 <= -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
-> class 2\|1 [0.969]
Rule 54/198: (24.3, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC15 <= 2.635274
PC36 <= -0.262153
PC64 <= -0.1618118
PC68 <= 1.182223
PC70 > 0.06223076
-> class 2\|1 [0.962]
Rule 54/199: (24.5, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC44 <= 0.6021686
PC54 <= 1.702523
PC100 <= -1.118593
-> class 2\|1 [0.962]
Rule 54/200: (21.8, lift 10.2)
PC1 <= -0.3062993
PC8 > 1.277736
PC44 > 2.230766
-> class 2\|1 [0.958]
Rule 54/201: (87.5/2.7, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC15 <= 2.635274
PC20 <= 0.1357512
PC28 > 0.1391531
PC46 <= 1.604295
-> class 2\|1 [0.958]
Rule 54/202: (80.6/2.5, lift 10.2)
PC1 <= -0.3062993
PC2 <= -1.025067
PC6 <= 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC31 > -0.9800549
PC45 <= 0.02291359
PC65 > -0.5911899
PC73 <= 0.1819701
PC76 > -0.3166705
-> class 2\|1 [0.957]
Rule 54/203: (409.3/17, lift 10.2)
PC4 <= 0.1403024
PC8 > 1.277736
PC8 <= 5.691592
PC11 > -0.9337804
PC15 > -2.069242
PC20 <= 0.1357512
PC21 <= 2.500081
PC22 <= 0.7320785
PC42 > -0.8743559
PC53 <= 1.349651
PC60 <= -0.3873945
PC80 <= 1.007321
-> class 2\|1 [0.956]
Rule 54/204: (129.7/4.8, lift 10.2)
PC1 <= -0.3062993
PC8 > 1.277736
PC12 <= -1.318698
PC60 > -0.3873945
-> class 2\|1 [0.956]
Rule 54/205: (98.5/3.6, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC31 > -0.9800549
PC32 <= 0.4928412
PC44 <= 0.6021686
PC46 > -0.3902611
PC76 > -0.3166705
PC88 <= -0.3678097
-> class 2\|1 [0.954]
Rule 54/206: (17.6, lift 10.1)
PC1 <= -0.3062993
PC8 > 1.277736
PC8 <= 1.67112
PC20 > 0.1357512
PC32 > 0.1961149
-> class 2\|1 [0.949]
Rule 54/207: (17.4, lift 10.1)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 > -4.616251
PC19 <= -1.336973
PC82 > 0.5654639
-> class 2\|1 [0.948]
Rule 54/208: (16.1, lift 10.1)
PC8 > 5.691592
PC45 > -0.1440833
PC60 <= -0.3873945
-> class 2\|1 [0.945]
Rule 54/209: (21/0.3, lift 10.1)
PC1 <= -0.3062993
PC8 > 1.277736
PC20 > -0.2325197
PC60 > -0.3873945
PC71 > 0.8223667
-> class 2\|1 [0.943]
Rule 54/210: (37.6/1.4, lift 10.0)
PC1 > -0.2019541
PC2 <= 2.5099
PC8 > -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
PC33 > -0.006961339
PC38 <= -0.03637125
PC78 <= 0.2821145
-> class 2\|1 [0.940]
Rule 54/211: (14.5, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC8 <= 1.67112
PC20 > 0.1357512
PC22 > -0.5236426
-> class 2\|1 [0.939]
Rule 54/212: (44.8/2.1, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC12 > -1.318698
PC22 > -1.709311
PC46 <= 1.604295
PC74 > -0.6065306
PC95 <= -0.4990022
-> class 2\|1 [0.933]
Rule 54/213: (77.3/4.7, lift 9.9)
PC1 <= -0.3062993
PC8 > 1.277736
PC70 <= 0.06223076
PC74 <= -0.6065306
PC96 > -0.3563694
-> class 2\|1 [0.928]
Rule 54/214: (22.8/0.9, lift 9.9)
PC2 <= -1.025067
PC6 <= 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC31 > -0.9800549
PC45 > 0.02291359
PC55 <= 0.6944523
PC60 <= 1.104911
PC62 > -1.116558
PC68 > 0.07697991
PC73 <= 0.1819701
PC76 > -0.3166705
-> class 2\|1 [0.925]
Rule 54/215: (47.4/3.5, lift 9.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= 0.4500062
PC8 > -0.2273773
PC8 <= 1.277736
PC29 <= 0.3069971
PC55 <= -0.8495878
PC62 > -1.116558
-> class 2\|1 [0.908]
Rule 54/216: (56.8/4.7, lift 9.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC25 > 0.2649227
PC96 > -0.3563694
-> class 2\|1 [0.903]
Rule 54/217: (227.2/26.6, lift 9.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC11 > -0.9337804
PC12 <= 2.169418
PC15 <= 2.635274
PC20 <= 0.1357512
PC21 <= 1.002737
PC68 <= 1.182223
PC70 > 0.06223076
-> class 2\|1 [0.879]
Rule 54/218: (64.9/9.1, lift 9.1)
PC2 <= -1.025067
PC4 <= 0.2958629
PC8 > -0.2273773
PC8 <= 1.277736
PC31 > -0.9800549
PC32 > 0.4928412
PC54 <= 1.702523
PC76 > -0.3166705
PC93 <= 0.5322492
-> class 2\|1 [0.849]
Rule 54/219: (192.4/28.4, lift 9.1)
PC1 <= -0.3062993
PC8 > 1.67112
PC20 > 0.1357512
-> class 2\|1 [0.849]
Rule 54/220: (45/6.2, lift 9.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC100 > 3.830744
-> class 2\|1 [0.846]
Rule 54/221: (65.3/10, lift 8.9)
PC1 <= -4.473532
PC8 > -1.929983
PC57 > -0.0357061
-> class 2\|1 [0.836]
Rule 54/222: (36.8/5.5, lift 8.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC12 > -1.318698
PC22 <= -1.709311
-> class 2\|1 [0.831]
Rule 54/223: (9.4/1, lift 8.8)
PC2 <= -9.096021
PC8 <= -0.2273773
PC57 <= -0.0357061
-> class 2\|1 [0.821]
Rule 54/224: (15.4/2.2, lift 8.7)
PC1 <= -0.3062993
PC8 > 1.277736
PC25 <= 0.2649227
PC70 <= 0.06223076
PC100 <= -0.8031887
-> class 2\|1 [0.818]
Rule 54/225: (45.8/7.7, lift 8.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC29 <= 0.3448451
PC34 > 1.098344
PC49 > -2.565507
-> class 2\|1 [0.818]
Rule 54/226: (59.7/13.4, lift 8.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.969858
PC8 > 1.277736
PC96 <= -0.3563694
-> class 2\|1 [0.767]
Rule 54/227: (42.8/10.2, lift 8.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2273773
PC11 > -0.9337804
PC15 > 2.635274
-> class 2\|1 [0.749]
Rule 54/228: (38.2/11.2, lift 7.4)
PC1 <= -0.3062993
PC2 > -1.025067
PC2 <= 2.5099
PC3 <= 0.4500062
PC4 <= 0.2958629
PC8 > -0.2273773
PC8 <= 1.277736
-> class 2\|1 [0.696]
Rule 54/229: (40.1/21.7, lift 4.9)
PC2 <= 2.5099
PC8 > -1.929983
PC29 <= -0.2439684
PC49 > -2.565507
PC57 > -0.0357061
-> class 2\|1 [0.462]
Rule 54/230: (42.2/23.3, lift 4.8)
PC1 > -0.3062993
PC1 <= -0.2019541
PC2 <= 2.5099
PC100 <= -0.2614013
-> class 2\|1 [0.450]
Rule 54/231: (153.9, lift 11.7)
PC1 > -4.473532
PC1 <= -0.3062993
PC2 <= 2.5099
PC5 > 0.02807865
PC8 > -1.929983
PC8 <= -0.2273773
PC10 > -0.297028
PC15 <= 3.946699
PC16 > -0.2844776
PC29 > -0.2439684
PC43 <= -0.2575115
PC51 <= 0.1723539
PC57 > -0.0357061
PC62 > -1.29437
PC83 > -0.7241896
PC100 <= 3.830744
-> class 2\|2 [0.994]
Rule 54/232: (85.9, lift 11.7)
PC1 <= -0.3062993
PC8 > -0.2273773
PC8 <= 1.277736
PC11 <= -1.980569
PC44 <= 0.6021686
PC45 > 0.02291359
PC46 > -0.3902611
PC68 <= 0.07697991
-> class 2\|2 [0.989]
Rule 54/233: (92.7, lift 11.7)
PC1 <= -0.3062993
PC2 <= -1.934819
PC3 > -1.969858
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
PC24 > 0.230838
PC41 <= 0.8115346
PC44 <= 0.6021686
PC45 > 0.02291359
PC68 <= 0.07697991
PC73 <= 0.1819701
PC87 > -0.8417074
PC88 > -0.3678097
-> class 2\|2 [0.989]
Rule 54/234: (79, lift 11.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 1.277736
PC45 > 0.02291359
PC46 > -0.3902611
PC55 > 0.6944523
PC62 > -1.116558
PC73 <= 0.1819701
-> class 2\|2 [0.988]
Rule 54/235: (77.9, lift 11.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.969858
PC3 <= 0.4500062
PC4 > -0.4762218
PC8 <= 1.277736
PC31 > -0.9800549
PC32 <= 0.4928412
PC46 > -0.3902611
PC48 > -0.8573541
PC60 <= 1.104911
PC65 <= -0.5911899
PC88 > -0.3678097
PC100 > -1.118593
-> class 2\|2 [0.987]
Rule 54/236: (60.5, lift 11.6)
PC1 <= -0.3062993
PC4 > -0.4762218
PC8 <= 1.277736
PC9 <= -2.409079
PC11 > -1.980569
PC24 <= 0.230838
PC32 <= 0.4928412
PC44 <= 0.6021686
PC46 > -0.3902611
PC60 <= 1.104911
PC73 <= 0.1819701
PC76 > -0.3166705
PC87 > -0.8417074
-> class 2\|2 [0.984]
Rule 54/237: (52.4, lift 11.6)
PC1 <= -0.3062993
PC3 > -1.830182
PC8 > -1.929983
PC8 <= -0.2273773
PC17 > 0.2587361
PC19 > -3.651395
PC26 > -2.297233
PC46 > 0.7007013
PC57 <= -0.0357061
-> class 2\|2 [0.982]
Rule 54/238: (266.4/4, lift 11.6)
PC1 <= -0.5900429
PC2 > -9.096021
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC15 <= 3.946699
PC17 <= 0.2587361
PC26 > -2.297233
PC28 > -0.1979612
PC33 <= 0.5186227
PC45 <= 0.3222792
PC57 <= -0.0357061
PC100 <= 3.830744
-> class 2\|2 [0.981]
Rule 54/239: (47.2, lift 11.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 1.277736
PC9 > -2.409079
PC55 > -0.8495878
PC68 <= 0.07697991
PC74 <= -0.886155
PC88 > -0.3678097
PC100 > -1.118593
-> class 2\|2 [0.979]
Rule 54/240: (125.5/1.7, lift 11.6)
PC1 <= -0.3062993
PC2 <= -1.025067
PC3 <= 0.4500062
PC6 > 1.433258
PC8 > -0.2273773
PC8 <= 1.277736
PC32 <= 0.4928412
PC44 <= 0.6021686
-> class 2\|2 [0.979]
Rule 54/241: (43.2, lift 11.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC28 > -0.1979612
PC46 <= 0.7483457
PC47 > -0.8940195
PC52 <= 0.2064741
PC57 <= 0.2533426
PC69 <= -0.2026275
PC93 > -0.4629672
-> class 2\|2 [0.978]
Rule 54/242: (80.4/0.9, lift 11.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 > -0.4762218
PC8 <= 1.277736
PC11 > -1.980569
PC31 > -0.9800549
PC32 <= 0.4928412
PC45 > 0.02291359
PC46 > -0.3902611
PC52 <= -0.07322823
PC68 <= 0.07697991
PC87 > -0.8417074
-> class 2\|2 [0.977]
Rule 54/243: (36, lift 11.5)
PC2 <= -1.934819
PC4 > -0.4762218
PC8 <= 1.277736
PC11 > -1.980569
PC24 <= 0.230838
PC55 > -0.8495878
PC62 > -1.116558
PC66 > 0.5666859
PC68 <= 0.07697991
PC73 <= 0.1819701
PC76 > -0.3166705
-> class 2\|2 [0.974]
Rule 54/244: (35.6, lift 11.5)
PC1 <= -0.3062993
PC2 <= -1.934819
PC8 > -0.2273773
PC8 <= 1.277736
PC24 <= 0.230838
PC62 > -1.116558
PC68 <= 0.07697991
PC73 <= 0.1819701
PC88 > -0.3678097
PC93 <= -0.2567859
-> class 2\|2 [0.973]
Rule 54/245: (64.9/0.9, lift 11.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 1.277736
PC8 <= 1.67112
PC20 > 0.1357512
PC22 <= -0.5236426
PC32 <= 0.1961149
-> class 2\|2 [0.972]
Rule 54/246: (69.4/1.2, lift 11.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC10 > -0.297028
PC15 <= 3.946699
PC43 <= 0.7204341
PC52 <= 0.2064741
PC57 > -0.0357061
PC57 <= 0.2533426
PC70 > 0.1034394
PC93 > -0.4629672
-> class 2\|2 [0.970]
Rule 54/247: (30.4/0.1, lift 11.4)
PC15 <= 3.946699
PC19 > 4.58164
PC25 <= 0.272321
PC28 > -0.1979612
PC29 > -0.2439684
PC29 <= 0.3448451
PC47 > -0.8940195
-> class 2\|2 [0.966]
Rule 54/248: (26.1, lift 11.4)
PC1 > -4.473532
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2273773
PC15 <= 3.946699
PC29 > -0.2439684
PC29 <= 0.3448451
PC57 > -0.0357061
PC92 > 1.300372
-> class 2\|2 [0.964]
Rule 54/249: (25.9, lift 11.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC25 > 0.272321
PC28 > -0.1979612
PC43 > -0.2575115
PC47 > -0.8940195
PC52 <= 0.2064741
PC57 > -0.0357061
PC100 <= 3.830744
-> class 2\|2 [0.964]
Rule 54/250: (35.7/0.4, lift 11.4)
PC2 <= 2.5099
PC8 > -3.395087
PC8 <= -1.929983
PC19 > -1.504036
PC23 <= 1.778857
PC27 <= -0.2513333
PC70 > 0.1953618
PC85 <= 0.2991076
-> class 2\|2 [0.964]
Rule 54/251: (23.9, lift 11.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
PC44 <= 0.6021686
PC55 > -0.8495878
PC60 > 1.104911
PC62 > -1.116558
PC76 > -0.3166705
PC100 > -1.118593
-> class 2\|2 [0.961]
Rule 54/252: (114.3/4.2, lift 11.3)
PC1 <= -0.3062993
PC2 <= -1.025067
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
PC44 <= 0.6021686
PC55 > -0.8495878
PC62 > -1.116558
PC76 <= -0.3166705
PC100 > -1.118593
-> class 2\|2 [0.956]
Rule 54/253: (15.6, lift 11.1)
PC1 > -4.473532
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC10 > -0.297028
PC15 <= 3.946699
PC22 > 0.9754794
PC29 > -0.2439684
PC47 > -0.8940195
PC57 > -0.0357061
-> class 2\|2 [0.943]
Rule 54/254: (15.3, lift 11.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC15 <= 3.946699
PC28 <= -0.1238707
PC43 <= 0.7204341
PC57 > -0.0357061
PC57 <= 0.2533426
PC93 > -0.4629672
-> class 2\|2 [0.942]
Rule 54/255: (102.4/6.4, lift 11.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 > -0.4762218
PC8 > -0.2273773
PC8 <= 1.277736
PC29 <= 0.3069971
PC32 <= 0.4928412
PC44 <= 0.6021686
PC46 > -0.3902611
PC48 > -0.8573541
PC54 <= 1.702523
PC62 > -1.116558
PC73 > 0.1819701
PC88 > -0.3678097
-> class 2\|2 [0.929]
Rule 54/256: (12.8, lift 11.0)
PC1 <= -0.3062993
PC6 > 5.594621
PC8 > -1.929983
PC8 <= -0.2273773
PC15 <= 3.946699
PC43 > -0.2575115
PC52 <= 0.2064741
-> class 2\|2 [0.929]
Rule 54/257: (12, lift 11.0)
PC1 > -0.3062993
PC1 <= 11.43547
PC3 <= 0.7432103
PC8 > -4.616251
PC8 <= -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
PC41 > 0.5157207
-> class 2\|2 [0.928]
Rule 54/258: (10.8, lift 10.9)
PC1 <= -0.3062993
PC2 > -8.410992
PC8 > -3.395087
PC8 <= -1.929983
PC27 <= -0.2513333
PC93 <= -0.01254908
PC100 > 0.3332729
-> class 2\|2 [0.922]
Rule 54/259: (13.3/0.3, lift 10.8)
PC1 <= -0.3062993
PC8 > -3.395087
PC8 <= -1.929983
PC23 <= 1.778857
PC67 > -3.16823
PC85 <= 0.2991076
PC94 <= -1.321061
-> class 2\|2 [0.916]
Rule 54/260: (75/5.8, lift 10.8)
PC1 <= -0.3062993
PC8 > -0.2273773
PC8 <= 1.277736
PC31 <= -0.9800549
PC44 <= 0.6021686
PC54 <= 1.702523
PC62 > -1.116558
-> class 2\|2 [0.912]
Rule 54/261: (73.5/5.8, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC5 <= 0.02807865
PC8 > -1.929983
PC8 <= -0.2273773
PC29 > -0.2439684
PC43 <= -0.2575115
PC52 <= 0.2064741
PC61 <= 0.4185067
-> class 2\|2 [0.910]
Rule 54/262: (8.6, lift 10.7)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 > -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
PC78 > 0.2821145
PC86 <= 0.6583086
-> class 2\|2 [0.905]
Rule 54/263: (42.8/3.3, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -3.395087
PC8 <= -1.929983
PC27 <= -0.2513333
PC85 <= 0.2991076
PC93 > -0.01254908
PC100 > -0.4613311
-> class 2\|2 [0.904]
Rule 54/264: (41.2/3.3, lift 10.6)
PC1 <= -0.3062993
PC2 <= 2.5099
PC4 <= 0.2958629
PC8 > -0.2273773
PC8 <= 1.277736
PC21 > -0.2930273
PC22 <= -0.7064604
PC44 > 0.6021686
-> class 2\|2 [0.901]
Rule 54/265: (13.9/0.8, lift 10.5)
PC2 <= 2.5099
PC8 <= -1.929983
PC39 > 0.2986804
PC78 > 0.2798625
PC85 > 0.2991076
-> class 2\|2 [0.890]
Rule 54/266: (20.9/1.9, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC23 > 3.019819
-> class 2\|2 [0.874]
Rule 54/267: (89.1/11.4, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2273773
PC19 > -1.504036
PC23 > 1.778857
PC23 <= 3.019819
PC93 > 0.02249645
-> class 2\|2 [0.864]
Rule 54/268: (10.1/0.7, lift 10.2)
PC8 > -3.395087
PC8 <= -1.929983
PC46 > -1.879118
PC67 <= -3.16823
PC76 > -1.164369
PC85 <= 0.2991076
-> class 2\|2 [0.863]
Rule 54/269: (15.2/1.6, lift 10.0)
PC1 <= -0.3062993
PC8 <= -1.929983
PC39 > 0.2986804
PC49 <= -0.4789479
PC85 > 0.2991076
-> class 2\|2 [0.850]
Rule 54/270: (51.1/17.4, lift 7.7)
PC1 > -0.2019541
PC3 <= 0.7432103
PC8 > -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
PC38 > -0.03637125
PC86 <= 0.6583086
-> class 2\|2 [0.653]
Rule 54/271: (196.3/80.7, lift 6.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.969858
PC4 <= 0.2958629
PC8 > -0.2273773
PC8 <= 1.277736
PC54 > 0.4633507
-> class 2\|2 [0.588]
Rule 54/272: (71.4, lift 8.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC15 <= 3.946699
PC29 <= 0.3448451
PC34 <= 1.098344
PC47 <= -0.8940195
PC57 > -0.0357061
PC92 <= 1.300372
-> class 2\|3 [0.986]
Rule 54/273: (67.4, lift 8.5)
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC43 <= -0.2575115
PC57 > -0.0357061
PC62 <= -1.29437
-> class 2\|3 [0.986]
Rule 54/274: (75.5/2.3, lift 8.2)
PC1 > -0.3062993
PC1 <= 11.43547
PC2 <= 2.5099
PC3 <= 0.7432103
PC8 > -4.616251
PC8 <= -0.8079172
PC19 > -1.336973
PC41 <= 0.5157207
PC60 <= 0.619238
-> class 2\|3 [0.957]
Rule 54/275: (122.4/6.5, lift 8.1)
PC1 <= -0.3062993
PC8 <= -1.929983
PC19 > -1.504036
PC23 <= 1.778857
PC46 > -1.879118
PC49 > -2.565507
PC67 > -3.16823
PC70 <= 0.1953618
PC85 <= 0.2991076
PC100 <= -0.4613311
-> class 2\|3 [0.940]
Rule 54/276: (82.9/6.3, lift 7.9)
PC1 <= -0.3062993
PC2 > -9.096021
PC2 <= 2.5099
PC8 <= -0.2273773
PC15 <= 3.946699
PC26 > -2.297233
PC33 > 0.5186227
PC45 <= 0.3222792
-> class 2\|3 [0.914]
Rule 54/277: (38.5/2.7, lift 7.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC12 <= 5.58542
PC26 <= -2.297233
PC45 <= 0.3222792
PC49 > -2.565507
-> class 2\|3 [0.910]
Rule 54/278: (56/4.5, lift 7.8)
PC1 <= -0.3062993
PC8 > -1.929983
PC8 <= -0.2273773
PC12 <= 5.58542
PC15 > 3.946699
PC37 <= 0.5041375
-> class 2\|3 [0.906]
Rule 54/279: (43.8/8.2, lift 6.9)
PC2 <= 2.5099
PC8 <= -1.929983
PC49 > -2.565507
PC76 <= -1.164369
-> class 2\|3 [0.799]
Rule 54/280: (156.1/63.8, lift 5.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 1.277736
PC54 > 1.702523
PC62 > -1.116558
-> class 2\|3 [0.590]
Rule 54/281: (11837/9517.5, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.196]
Rule 54/282: (56.8, lift 22.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -1.929983
PC17 <= -0.01735299
PC19 <= -1.504036
PC85 <= 0.2991076
-> class 2\|4 [0.982]
Rule 54/283: (160.3/3.1, lift 22.1)
PC1 <= -0.3062993
PC5 > -1.475481
PC8 <= -1.929983
PC35 > -1.494624
PC40 > 0.6102655
PC49 > -2.565507
PC76 > -1.164369
PC85 > 0.2991076
PC94 <= 0.7805949
-> class 2\|4 [0.974]
Rule 54/284: (28.8, lift 21.9)
PC1 <= -0.3062993
PC19 <= -1.504036
PC78 <= -0.7438743
PC85 <= 0.2991076
-> class 2\|4 [0.967]
Rule 54/285: (86.4/2, lift 21.9)
PC1 <= -0.3062993
PC2 > -8.410992
PC8 <= -1.929983
PC19 <= -1.504036
PC49 <= 0.0866784
PC54 <= 1.84594
PC56 <= 0.01957632
PC62 > -1.461079
PC85 <= 0.2991076
-> class 2\|4 [0.966]
Rule 54/286: (101.8/4.2, lift 21.5)
PC1 <= -0.3062993
PC8 <= -3.395087
PC23 <= 1.778857
PC43 > 2.158755
PC76 > -1.164369
-> class 2\|4 [0.950]
Rule 54/287: (32.6/1, lift 21.3)
PC8 <= -3.395087
PC12 > 1.554565
PC24 > 0.5313596
PC76 > -1.164369
-> class 2\|4 [0.941]
Rule 54/288: (13.1, lift 21.2)
PC1 > -0.3062993
PC3 <= 0.7432103
PC8 > -4.616251
PC8 <= -0.8079172
PC9 <= -0.1601986
PC19 > -1.336973
PC60 > 0.619238
-> class 2\|4 [0.934]
Rule 54/289: (66/3.8, lift 21.1)
PC1 <= -0.3062993
PC5 > -1.475481
PC8 <= -1.929983
PC23 <= -0.3061082
PC35 > -1.494624
PC39 <= 0.2986804
PC41 > -0.1856725
PC85 > 0.2991076
PC94 <= 0.7805949
-> class 2\|4 [0.929]
Rule 54/290: (53.2/3.3, lift 20.9)
PC2 <= 2.5099
PC8 <= -3.395087
PC23 <= 1.778857
PC24 > 0.5313596
PC76 > -1.164369
PC89 <= 0.3880854
PC91 <= -0.1516344
-> class 2\|4 [0.922]
Rule 54/291: (44.3/3, lift 20.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -4.616251
PC57 > -0.07739355
-> class 2\|4 [0.914]
Rule 54/292: (9.5, lift 20.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2273773
PC15 <= -4.897751
PC76 > -1.164369
-> class 2\|4 [0.913]
Rule 54/293: (38.9/2.7, lift 20.6)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -4.616251
PC16 <= 1.854122
PC88 <= -0.1362955
-> class 2\|4 [0.908]
Rule 54/294: (374/35.2, lift 20.5)
PC5 > -1.475481
PC8 <= -1.929983
PC17 <= 0.9835293
PC35 > -1.494624
PC37 <= 1.560655
PC39 <= 0.2986804
PC41 <= -0.1856725
PC49 <= 0.1880441
PC52 > -0.2018024
PC57 > -0.1184155
PC76 > -1.164369
PC81 <= 0.3306191
PC85 > 0.2991076
PC94 <= 0.7805949
-> class 2\|4 [0.904]
Rule 54/295: (16.8/1.1, lift 20.1)
PC2 <= -8.410992
PC8 <= -1.929983
PC85 <= 0.2991076
-> class 2\|4 [0.887]
Rule 54/296: (10.6/0.7, lift 19.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -3.395087
PC8 <= -1.929983
PC46 <= -1.879118
PC49 > -2.565507
PC76 > -1.164369
PC85 <= 0.2991076
-> class 2\|4 [0.862]
Rule 54/297: (57.4/13.4, lift 17.2)
PC2 <= 2.5099
PC8 <= -3.395087
PC23 <= 1.778857
PC27 <= -0.1173135
PC89 > 0.3880854
-> class 2\|4 [0.758]
Rule 54/298: (21.5/7.3, lift 14.7)
PC8 > -1.947681
PC8 <= -1.929983
PC19 > -1.504036
PC23 <= 1.778857
PC85 <= 0.2991076
-> class 2\|4 [0.648]
Rule 54/299: (30.5/12.1, lift 13.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -1.929983
PC8 <= -0.2273773
PC29 > 0.3448451
PC49 > -2.565507
-> class 2\|4 [0.597]
Default class: 2\|3
----- Trial 55: -----
Rules:
Rule 55/1: (198.7, lift 16.4)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5825222
PC25 > -0.7787059
PC44 > -0.623289
PC72 > 1.122934
-> class 0\|0 [0.995]
Rule 55/2: (122.9, lift 16.4)
PC2 > 2.5099
PC2 <= 6.652784
PC3 <= 1.640775
PC13 <= 0.8367534
PC18 > 0.5825222
PC22 > -0.4751427
PC25 > -0.5607901
PC29 > -1.710439
PC35 <= 0.5582652
PC45 <= 1.486699
PC49 <= 0.668766
PC55 > -0.2019645
PC73 > -0.6380413
PC73 <= 0.7263253
PC74 > 0.2148445
PC76 <= 0.6854858
PC88 <= 1.733986
-> class 0\|0 [0.992]
Rule 55/3: (173.4/0.5, lift 16.4)
PC1 > -0.6803254
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5825222
PC29 > -1.710439
PC31 > -0.2922627
PC35 <= 0.5582652
PC55 > -0.2019645
PC76 <= -0.4389303
PC88 <= 1.733986
PC91 > -0.6608987
PC98 > -1.422754
-> class 0\|0 [0.991]
Rule 55/4: (111.2, lift 16.4)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 0.5825222
PC25 > -0.7787059
PC35 > 0.5582652
PC60 <= -0.7682307
-> class 0\|0 [0.991]
Rule 55/5: (77.4, lift 16.3)
PC2 > 2.5099
PC2 <= 6.652784
PC5 <= 1.689037
PC13 <= 7.236558
PC18 > 0.5825222
PC22 > -0.4751427
PC29 > -1.710439
PC31 > -0.2922627
PC35 <= 0.5582652
PC70 > 1.407701
-> class 0\|0 [0.987]
Rule 55/6: (127.7/0.8, lift 16.3)
PC2 > 2.5099
PC2 <= 6.652784
PC13 <= 7.236558
PC18 > 0.5825222
PC25 > -0.5607901
PC29 > -1.710439
PC35 <= 0.5582652
PC79 <= -1.937226
-> class 0\|0 [0.986]
Rule 55/7: (63.8, lift 16.3)
PC2 > 2.5099
PC2 <= 6.652784
PC18 > 0.5825222
PC42 <= -2.657146
PC84 > -2.63774
-> class 0\|0 [0.985]
Rule 55/8: (206.7/3.3, lift 16.2)
PC2 > 2.5099
PC2 <= 6.652784
PC3 <= 1.640775
PC5 <= 1.689037
PC13 <= 0.8367534
PC18 > 0.5825222
PC25 <= 0.3210893
PC29 > -1.710439
PC31 > -0.2922627
PC45 <= 1.486699
PC48 <= 0.3938105
PC49 <= 0.668766
PC73 > -0.6380413
PC73 <= 0.6787809
PC88 <= 1.733986
PC89 <= 0.4144618
PC90 > 0.06159234
PC91 > -0.6608987
-> class 0\|0 [0.980]
Rule 55/9: (44.9, lift 16.2)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.689037
PC13 <= 0.8367534
PC18 > 0.5825222
PC31 > -0.2922627
PC32 > 0.4067341
PC45 <= 1.486699
PC55 <= -0.2019645
PC91 > -0.6608987
-> class 0\|0 [0.979]
Rule 55/10: (146.1/2.8, lift 16.1)
PC2 > 2.5099
PC9 <= 0.4137701
PC13 <= 7.236558
PC18 > 0.5825222
PC22 > -0.4751427
PC24 > -2.80291
PC25 > -0.5607901
PC29 > -1.710439
PC45 <= 1.486699
PC48 > 0.4174948
PC76 <= 0.6854858
-> class 0\|0 [0.974]
Rule 55/11: (36.5, lift 16.1)
PC2 > 2.5099
PC2 <= 6.652784
PC13 <= 7.236558
PC14 > 2.327492
-> class 0\|0 [0.974]
Rule 55/12: (33.5, lift 16.0)
PC2 > 2.5099
PC2 <= 6.652784
PC3 <= 1.640775
PC11 > 0.1274843
PC18 > 0.5825222
PC35 <= 0.5582652
PC91 > -0.6608987
-> class 0\|0 [0.969]
Rule 55/13: (105.9/2.6, lift 16.0)
PC2 <= 6.652784
PC3 <= 1.640775
PC18 > 0.5825222
PC22 > -0.4751427
PC25 > -0.5607901
PC25 <= 0.3210893
PC31 > -0.2922627
PC33 <= 1.628198
PC45 <= 1.486699
PC48 <= 0.3938105
PC49 <= 0.668766
PC55 > -0.2019645
PC73 > -0.6380413
PC76 <= 0.6854858
PC88 <= 1.733986
PC91 > -0.6608987
PC94 > 0.2413498
-> class 0\|0 [0.966]
Rule 55/14: (41.3/1, lift 15.8)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= -0.3535447
PC18 <= 0.5825222
PC46 <= -1.308755
-> class 0\|0 [0.953]
Rule 55/15: (53.2/2.9, lift 15.3)
PC2 <= 6.652784
PC18 > 3.466111
PC29 <= -1.710439
-> class 0\|0 [0.929]
Rule 55/16: (10, lift 15.1)
PC2 > 2.5099
PC2 <= 6.652784
PC3 <= 1.640775
PC18 > 0.5825222
PC29 > -1.710439
PC31 <= -0.2922627
PC32 > 0.7094212
-> class 0\|0 [0.916]
Rule 55/17: (67.4/5.3, lift 15.0)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.2633233
PC9 > 0.2552016
PC18 > -1.136285
-> class 0\|0 [0.909]
Rule 55/18: (11.4/0.2, lift 15.0)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > 1.689037
PC13 <= 7.236558
PC18 > 0.5825222
PC25 > -0.5607901
PC35 <= 0.5582652
PC44 > 0.7542426
PC47 <= 3.659497
PC98 > -1.422754
-> class 0\|0 [0.908]
Rule 55/19: (5.5, lift 14.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 2.293971
PC20 > 1.50364
-> class 0\|0 [0.866]
Rule 55/20: (201.6/28.4, lift 14.1)
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5825222
PC21 <= 0.4791392
PC24 <= -2.668848
PC25 > -0.7787059
PC35 <= 0.5582652
PC72 <= 1.122934
-> class 0\|0 [0.856]
Rule 55/21: (140.7, lift 12.2)
PC3 <= 1.640775
PC11 <= 0.1274843
PC13 <= 7.236558
PC15 > -0.3468112
PC18 > 0.5825222
PC22 > -0.4751427
PC24 > -2.80291
PC25 > -0.7787059
PC29 > -1.710439
PC32 <= 0.4067341
PC48 <= 0.4174948
PC55 <= -0.2019645
PC76 <= 0.6854858
PC94 <= 0.09816248
-> class 0\|1 [0.993]
Rule 55/22: (112.9, lift 12.2)
PC2 <= 6.652784
PC3 <= 1.640775
PC5 > 1.689037
PC14 <= 2.327492
PC18 > 0.5825222
PC21 <= 0.4791392
PC25 > -0.7787059
PC29 > -1.710439
PC44 <= 0.7542426
PC79 > -1.937226
-> class 0\|1 [0.991]
Rule 55/23: (100.1, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > 0.5825222
PC25 > -0.7787059
PC31 <= -0.2922627
PC32 <= 0.7094212
PC79 > -1.937226
-> class 0\|1 [0.990]
Rule 55/24: (87.9, lift 12.1)
PC2 > 2.5099
PC13 > 0.8367534
PC13 <= 7.236558
PC18 > 0.5825222
PC22 > -0.4751427
PC24 > -2.80291
PC33 <= 1.628198
PC48 <= 0.4174948
PC70 <= 1.407701
-> class 0\|1 [0.989]
Rule 55/25: (75.6, lift 12.1)
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > 0.5825222
PC21 <= 0.4791392
PC24 > -2.80291
PC47 <= 3.659497
PC48 <= 0.4174948
PC49 > 0.668766
PC76 <= 0.6854858
-> class 0\|1 [0.987]
Rule 55/26: (70.8, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7646611
PC16 > -0.7586578
PC16 <= 0.9187672
PC18 <= 0.5825222
PC43 <= -0.07596637
PC46 > -1.115978
PC91 > -7.263493
-> class 0\|1 [0.986]
Rule 55/27: (148.3/1.1, lift 12.1)
PC2 > 2.5099
PC13 <= 7.236558
PC18 > 0.5825222
PC25 > -0.7787059
PC35 > 0.5582652
PC47 <= 3.659497
PC60 > -0.7682307
PC72 <= 1.122934
-> class 0\|1 [0.986]
Rule 55/28: (96.9/0.4, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC15 > -0.3468112
PC18 > 0.5825222
PC24 > -2.80291
PC29 > -1.710439
PC73 > -0.6380413
PC74 <= 0.2148445
PC76 > -0.4389303
PC79 > -1.937226
PC89 > 0.4144618
PC90 > 0.06159234
PC98 > -1.422754
-> class 0\|1 [0.985]
Rule 55/29: (61.8, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -0.3535447
PC18 <= 0.5825222
PC46 <= -1.308755
PC53 <= 0.01167504
-> class 0\|1 [0.984]
Rule 55/30: (52/0.2, lift 12.0)
PC2 > 2.5099
PC2 <= 6.652784
PC18 > 0.5825222
PC24 > -2.80291
PC25 > -0.7787059
PC25 <= -0.5607901
PC84 > -2.63774
PC98 > -0.9605194
-> class 0\|1 [0.979]
Rule 55/31: (42.5, lift 12.0)
PC2 > 2.5099
PC2 <= 6.652784
PC13 <= 0.8367534
PC15 > -0.3468112
PC18 > 0.5825222
PC24 > -2.80291
PC25 > -0.7787059
PC79 > -1.937226
PC88 > 1.733986
-> class 0\|1 [0.978]
Rule 55/32: (105.8/1.7, lift 12.0)
PC1 > -0.7535152
PC18 > 0.5825222
PC18 <= 3.466111
PC21 <= 0.4791392
PC24 > -2.80291
PC29 <= -1.710439
PC42 > -2.657146
PC72 <= 1.122934
-> class 0\|1 [0.975]
Rule 55/33: (111.4/2.5, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC5 > -0.5573192
PC8 > -0.2690201
PC9 > 0.2552016
PC13 <= 1.585184
PC18 > -1.136285
PC18 <= 0.5825222
PC53 <= 0.7945721
PC59 <= 1.40446
PC68 > -0.234995
PC78 > -1.099583
PC100 > -0.3137484
-> class 0\|1 [0.969]
Rule 55/34: (24, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > -0.08075658
PC18 > -1.136285
PC18 <= 0.5825222
PC26 > -0.5993289
PC39 > -1.854302
PC44 > 1.203289
PC46 > -1.308755
-> class 0\|1 [0.962]
Rule 55/35: (306.9/10.6, lift 11.8)
PC2 > 6.652784
PC8 > -0.2549234
PC13 <= 7.236558
PC18 > 0.5825222
PC24 > -2.668848
PC40 > -2.885581
PC72 <= 1.122934
-> class 0\|1 [0.962]
Rule 55/36: (48.4/1, lift 11.8)
PC13 <= 7.236558
PC15 > -0.3468112
PC18 > 0.5825222
PC21 <= 0.4791392
PC25 > -0.7787059
PC33 <= 1.628198
PC40 > -2.885581
PC45 <= 1.486699
PC73 > 0.6787809
PC74 <= 0.2148445
PC76 > -0.4389303
PC79 > -1.937226
PC98 > -1.422754
-> class 0\|1 [0.960]
Rule 55/37: (22.9, lift 11.8)
PC3 <= 1.640775
PC17 > 0.6509569
PC18 > 0.5825222
PC19 <= -0.331914
PC74 <= 0.4148404
-> class 0\|1 [0.960]
Rule 55/38: (64.4/1.8, lift 11.8)
PC13 > 7.236558
PC13 <= 12.47074
PC18 > 0.5825222
PC47 <= 3.659497
PC66 <= 0.5286795
PC84 > -2.63774
PC85 > 0.32481
-> class 0\|1 [0.958]
Rule 55/39: (141.9/5.2, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 0.8367534
PC18 > 0.5825222
PC24 > -2.80291
PC25 > 0.3210893
PC55 > -0.2019645
PC70 <= 1.407701
PC72 <= 1.122934
PC76 > -0.4389303
PC76 <= 0.6854858
PC79 > -1.937226
-> class 0\|1 [0.957]
Rule 55/40: (31.9/0.5, lift 11.7)
PC2 <= 6.652784
PC14 <= 2.327492
PC18 > 0.5825222
PC21 <= 0.4791392
PC25 > -0.7787059
PC70 <= 1.407701
PC72 <= 1.122934
PC73 <= -0.6380413
PC76 > -0.4389303
PC76 <= 0.6854858
PC79 > -1.937226
-> class 0\|1 [0.956]
Rule 55/41: (94.7/3.4, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.689037
PC13 <= 7.236558
PC18 > 0.5825222
PC21 <= 0.4791392
PC24 > -2.80291
PC40 > -2.885581
PC70 <= 1.407701
PC79 > -1.937226
PC91 <= -0.6608987
PC98 > -1.422754
-> class 0\|1 [0.954]
Rule 55/42: (66.3/2.6, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= -0.5573192
PC18 > -1.329067
PC18 <= 0.5825222
PC43 <= -0.2211155
PC46 > -1.308755
PC47 <= 0.6973544
-> class 0\|1 [0.947]
Rule 55/43: (25.9/0.5, lift 11.6)
PC13 <= 7.236558
PC18 > 0.5825222
PC21 <= 0.4791392
PC48 > 0.3938105
PC48 <= 0.4174948
PC70 <= 1.407701
PC76 > -0.4389303
-> class 0\|1 [0.947]
Rule 55/44: (78.7/3.7, lift 11.6)
PC3 <= 1.640775
PC13 <= 7.236558
PC15 > -0.3468112
PC18 > 0.5825222
PC21 <= 0.4791392
PC25 > -0.7787059
PC31 > -0.2922627
PC40 > -2.885581
PC48 <= 0.4174948
PC73 > 0.7263253
PC76 > -0.4389303
PC76 <= 0.6854858
-> class 0\|1 [0.942]
Rule 55/45: (14.4, lift 11.5)
PC2 > 2.5099
PC3 > -0.7944407
PC3 <= 1.640775
PC7 > -0.7646611
PC9 <= 0.2552016
PC18 > -1.136285
PC24 <= 0.4554427
PC26 > -0.5993289
-> class 0\|1 [0.939]
Rule 55/46: (67.8/3.7, lift 11.5)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.689037
PC15 > -0.3468112
PC18 > 0.5825222
PC22 > -0.4751427
PC24 > -2.80291
PC29 > -1.710439
PC40 > -2.885581
PC70 <= 1.407701
PC76 > 0.6854858
-> class 0\|1 [0.933]
Rule 55/47: (215.5/16.2, lift 11.3)
PC11 <= 0.1274843
PC15 > -0.3468112
PC18 > 0.5825222
PC22 > -0.4751427
PC24 > -2.80291
PC33 <= 1.628198
PC48 <= 0.4174948
PC74 <= 0.2148445
PC76 > -0.4389303
PC79 > -1.937226
PC88 <= 1.733986
PC90 <= 0.06159234
PC94 <= 0.2413498
-> class 0\|1 [0.921]
Rule 55/48: (116.5/9.5, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC14 <= 2.327492
PC18 > 0.5825222
PC22 <= -0.4751427
PC25 > -0.7787059
PC40 > -2.885581
PC47 <= 3.659497
PC65 > -2.897177
PC72 <= 1.122934
PC79 > -1.937226
PC98 > -1.422754
-> class 0\|1 [0.911]
Rule 55/49: (8.6, lift 11.1)
PC2 > 2.5099
PC18 > -1.136285
PC18 <= 0.5825222
PC30 > 3.559118
PC46 > -1.308755
-> class 0\|1 [0.906]
Rule 55/50: (63.1/5.4, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -1.030261
PC18 > 0.5825222
PC40 > -2.885581
-> class 0\|1 [0.902]
Rule 55/51: (6.8, lift 10.9)
PC7 > 0.5285684
PC13 <= 7.236558
PC14 > 0.1825334
PC18 > 0.5825222
PC25 <= -0.7787059
-> class 0\|1 [0.886]
Rule 55/52: (13.7/0.9, lift 10.8)
PC2 > 2.5099
PC18 > 0.5825222
PC80 <= -1.467029
PC84 > -2.63774
-> class 0\|1 [0.881]
Rule 55/53: (52.3/8.7, lift 10.1)
PC2 > 2.5099
PC3 > -1.998394
PC3 <= 1.640775
PC5 > -0.5573192
PC18 > -1.136285
PC18 <= 0.5825222
PC46 > -1.308755
PC75 <= -0.06959045
-> class 0\|1 [0.822]
Rule 55/54: (49.4/20.6, lift 7.1)
PC2 > 2.5099
PC7 <= 0.5285684
PC13 <= 7.236558
PC18 > 0.5825222
PC25 <= -0.7787059
-> class 0\|1 [0.579]
Rule 55/55: (47/0.5, lift 9.7)
PC1 <= -0.7636611
PC7 > -0.7646611
PC15 > 0.7124785
PC18 <= -1.136285
-> class 0\|2 [0.970]
Rule 55/56: (213.5/6.1, lift 9.7)
PC2 > 2.5099
PC3 <= -1.998394
PC7 > -0.7646611
PC9 <= 0.2552016
PC11 > -0.08075658
PC18 > -1.136285
PC18 <= 0.5825222
PC26 > -0.5993289
PC39 > -1.854302
PC44 <= 1.203289
PC47 <= 2.495162
PC75 <= -0.06959045
-> class 0\|2 [0.967]
Rule 55/57: (50.2/1.9, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7646611
PC11 > -0.08075658
PC18 > -1.136285
PC18 <= 0.5825222
PC26 > -0.5993289
PC100 <= -0.6424475
-> class 0\|2 [0.945]
Rule 55/58: (121/16.9, lift 8.6)
PC2 > 2.5099
PC3 <= 1.640775
PC14 > -1.050668
PC15 <= 0.7124785
PC18 > -1.3868
PC18 <= -1.136285
PC40 > -2.798079
PC57 <= 1.492087
PC75 <= 0.4707795
PC85 > -1.509085
PC93 <= 0.9271015
-> class 0\|2 [0.855]
Rule 55/59: (24.8/3.2, lift 8.4)
PC4 <= -3.864402
PC7 > -0.7646611
PC11 <= -0.08075658
PC18 <= 0.5825222
-> class 0\|2 [0.843]
Rule 55/60: (31/5.6, lift 8.0)
PC3 <= 1.640775
PC11 <= -0.08075658
PC18 > -1.136285
PC25 > 1.311909
PC30 <= 3.559118
-> class 0\|2 [0.801]
Rule 55/61: (8028.4/6036.6, lift 2.5)
PC2 > 2.5099
-> class 0\|2 [0.248]
Rule 55/62: (190.2, lift 10.2)
PC1 > -0.6623428
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.136285
PC35 <= 0.5706837
PC36 <= 1.567114
PC39 > -0.7496418
PC46 <= 0.3802246
PC53 > -1.310821
PC61 <= 0.4821756
PC78 <= -0.1131568
PC79 <= 1.354217
PC90 <= 0.2817686
PC94 <= 0.4189418
-> class 0\|3 [0.995]
Rule 55/63: (141.2, lift 10.2)
PC3 <= 1.640775
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.3868
PC19 <= 0.2113387
PC32 > -1.782014
PC33 <= 4.859945
PC35 <= 0.5706837
PC36 <= 1.567114
PC42 <= 2.231153
PC56 <= -0.3875583
PC57 <= 1.492087
PC79 <= 1.354217
PC91 > -1.647115
PC94 <= 0.4189418
-> class 0\|3 [0.993]
Rule 55/64: (137.2, lift 10.2)
PC2 > 2.5099
PC15 <= 0.7124785
PC18 <= -1.3868
PC36 <= 1.567114
PC39 <= -0.7806624
PC57 <= 1.492087
PC77 <= 1.124322
PC79 <= 1.354217
PC91 > -1.647115
PC94 <= 0.4189418
-> class 0\|3 [0.993]
Rule 55/65: (100.1, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.3868
PC19 <= 0.2113387
PC32 > -1.782014
PC36 <= 1.220793
PC39 > -0.7496418
PC42 <= 2.231153
PC68 <= 0.3270253
PC79 <= 1.354217
PC87 <= -0.1697736
PC90 > -1.073485
PC94 <= 0.4189418
-> class 0\|3 [0.990]
Rule 55/66: (101.3/0.3, lift 10.1)
PC7 > -0.7646611
PC14 <= -1.050668
PC15 <= 0.7124785
PC18 <= -1.136285
PC27 > -6.315766
-> class 0\|3 [0.987]
Rule 55/67: (73.1, lift 10.1)
PC18 <= -1.136285
PC19 <= 0.2113387
PC27 > -6.315766
PC32 > -1.782014
PC42 > 2.405487
PC85 > -1.509085
-> class 0\|3 [0.987]
Rule 55/68: (87.1/0.3, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.9408
PC4 <= 2.235021
PC5 > -0.5573192
PC7 <= 0.6997386
PC18 > -1.136285
PC18 <= 0.5825222
PC24 > 0.4554427
PC75 > -0.06959045
PC100 > -0.6424475
-> class 0\|3 [0.986]
Rule 55/69: (63.1, lift 10.1)
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.136285
PC40 <= -2.798079
-> class 0\|3 [0.985]
Rule 55/70: (66.6, lift 10.1)
PC2 <= 3.625779
PC3 <= 1.640775
PC19 <= 0.2113387
PC25 <= -0.873342
PC27 > -1.436865
PC94 > 0.4189418
-> class 0\|3 [0.985]
Rule 55/71: (64.4, lift 10.1)
PC2 > 2.5099
PC7 > -0.7646611
PC9 <= 0.2552016
PC11 > -0.08075658
PC18 <= 0.5825222
PC30 <= 3.559118
PC39 <= -1.854302
-> class 0\|3 [0.985]
Rule 55/72: (126.4/1, lift 10.1)
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.136285
PC19 <= 0.2113387
PC75 > 0.4707795
PC91 > -1.647115
PC94 <= 0.4189418
PC99 <= 2.623152
-> class 0\|3 [0.984]
Rule 55/73: (62, lift 10.1)
PC4 > -7.746524
PC7 > -0.7646611
PC18 <= -4.669888
PC26 <= 1.21934
PC42 <= 2.405487
PC77 <= 1.124322
PC85 > -1.509085
-> class 0\|3 [0.984]
Rule 55/74: (117.5/1.5, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.136285
PC33 <= 4.859945
PC81 <= 1.765621
PC91 > -1.647115
PC93 > 0.9271015
PC94 <= 0.4189418
PC99 <= 2.623152
-> class 0\|3 [0.979]
Rule 55/75: (42.2, lift 10.0)
PC18 <= 0.5825222
PC27 <= -10.22418
-> class 0\|3 [0.977]
Rule 55/76: (41.5, lift 10.0)
PC2 > 2.5099
PC18 > 0.5825222
PC84 <= -2.63774
-> class 0\|3 [0.977]
Rule 55/77: (181.1/3.3, lift 10.0)
PC1 <= -0.6623428
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.3868
PC27 > -6.315766
PC32 > -1.782014
PC35 <= 0.5706837
PC36 <= 1.567114
PC39 > -0.7806624
PC42 <= 2.231153
PC53 > -1.310821
PC68 <= 0.3270253
PC77 <= 1.124322
PC79 <= 1.354217
PC90 > -1.073485
PC94 <= 0.4189418
-> class 0\|3 [0.976]
Rule 55/78: (74.7/1.1, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.7124785
PC16 <= 0.2850798
PC18 <= -1.136285
PC23 <= 0.7158099
PC27 > -6.315766
-> class 0\|3 [0.972]
Rule 55/79: (34.2, lift 9.9)
PC2 > 2.5099
PC7 > -0.7646611
PC9 <= 0.2552016
PC18 > -1.136285
PC18 <= 0.5825222
PC36 > 1.927055
-> class 0\|3 [0.972]
Rule 55/80: (124.7/2.6, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -3.864402
PC11 <= -0.08075658
PC16 > -1.67346
PC18 > -1.136285
PC18 <= 0.5825222
PC25 <= 1.311909
PC46 > -1.308755
-> class 0\|3 [0.971]
Rule 55/81: (51.4/0.7, lift 9.9)
PC3 <= 1.640775
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.136285
PC23 > 0.7158099
PC27 > -6.315766
PC54 > -2.339566
PC85 > -1.509085
PC94 > 0.4189418
-> class 0\|3 [0.969]
Rule 55/82: (121.9/2.9, lift 9.9)
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.136285
PC19 <= 0.2113387
PC35 <= 0.5706837
PC36 <= 1.567114
PC53 <= -1.310821
PC56 > -0.3875583
PC57 <= 1.492087
PC75 <= 0.4707795
PC81 <= 1.765621
PC91 > -1.647115
-> class 0\|3 [0.968]
Rule 55/83: (76.8/1.8, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= -1.136285
PC27 > -6.315766
PC33 <= 4.859945
PC54 <= -2.339566
PC77 <= 1.124322
-> class 0\|3 [0.965]
Rule 55/84: (71.8/1.6, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 <= 0.5825222
PC30 <= 0.5327417
PC77 > 1.124322
-> class 0\|3 [0.965]
Rule 55/85: (25.8, lift 9.9)
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.136285
PC29 > 0.3581614
PC79 > 1.354217
-> class 0\|3 [0.964]
Rule 55/86: (24.3, lift 9.8)
PC4 > -7.746524
PC18 <= -1.136285
PC30 <= -4.09653
PC63 > -0.05940325
PC91 > -0.737647
-> class 0\|3 [0.962]
Rule 55/87: (19.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= 0.5825222
PC26 > 1.21934
PC81 <= 1.765621
PC94 > 0.4189418
-> class 0\|3 [0.954]
Rule 55/88: (31.2/0.6, lift 9.7)
PC2 > 2.5099
PC16 > -0.7586578
PC91 <= -7.263493
-> class 0\|3 [0.952]
Rule 55/89: (36.8/1, lift 9.7)
PC2 > 2.5099
PC18 <= 0.5825222
PC23 <= 0.7158099
PC52 <= -1.922131
PC85 > -0.4020052
PC94 > 0.4189418
-> class 0\|3 [0.949]
Rule 55/90: (14.6, lift 9.6)
PC1 > -0.3062993
PC3 > -0.3754922
PC10 <= -1.065839
PC16 > 0.3594292
PC17 > -1.461361
-> class 0\|3 [0.940]
Rule 55/91: (194.9/13.8, lift 9.5)
PC3 <= 1.640775
PC4 > -7.746524
PC5 > -0.5573192
PC15 <= 0.7124785
PC18 <= -1.3868
PC35 > -0.370366
PC35 <= 0.5706837
PC38 > -0.3297824
PC39 > -0.7496418
PC41 <= 0.1491748
PC54 > -0.6455268
PC57 <= 1.492087
PC68 <= 0.3270253
PC78 > -0.1131568
PC88 > -0.362768
PC94 <= 0.4189418
-> class 0\|3 [0.925]
Rule 55/92: (29.6/1.7, lift 9.4)
PC2 > 2.5099
PC4 > -7.746524
PC15 <= 0.7124785
PC18 <= -1.136285
PC23 <= 0.7158099
PC33 <= 4.859945
PC81 <= 1.765621
PC85 <= -0.4020052
PC94 > 0.4189418
-> class 0\|3 [0.915]
Rule 55/93: (108.1/8.7, lift 9.3)
PC15 <= 0.7124785
PC18 <= -1.136285
PC19 <= 0.2113387
PC33 <= 4.859945
PC42 <= 2.231153
PC55 <= -0.1438647
PC77 <= 1.124322
PC81 <= 1.765621
PC94 > 0.4189418
-> class 0\|3 [0.912]
Rule 55/94: (8.5, lift 9.3)
PC4 <= -7.746524
PC18 <= -1.136285
PC34 <= -0.7852964
-> class 0\|3 [0.905]
Rule 55/95: (24.3/1.5, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > -0.08075658
PC18 > -1.136285
PC18 <= 0.5825222
PC26 <= -0.5993289
-> class 0\|3 [0.903]
Rule 55/96: (6.9, lift 9.1)
PC2 > 2.5099
PC9 <= 0.2552016
PC11 > -0.08075658
PC18 > -1.136285
PC18 <= 0.5825222
PC30 <= -3.238498
PC75 > -0.06959045
-> class 0\|3 [0.887]
Rule 55/97: (13.6/0.8, lift 9.0)
PC5 > -0.5573192
PC15 > 0.7124785
PC18 <= -1.136285
PC46 > 0.7912701
-> class 0\|3 [0.883]
Rule 55/98: (56.3/7.4, lift 8.8)
PC1 > -0.7636611
PC15 > 0.7124785
PC18 <= -1.136285
PC46 > -1.308755
PC91 <= -0.737647
-> class 0\|3 [0.857]
Rule 55/99: (24.4/3.8, lift 8.4)
PC2 > 2.5099
PC18 > 0.5825222
PC47 > 3.659497
-> class 0\|3 [0.818]
Rule 55/100: (19.6/3.2, lift 8.2)
PC2 > 2.5099
PC5 > -0.5573192
PC7 <= -0.7646611
PC16 <= -0.7586578
PC18 <= 0.5825222
PC46 > -1.308755
-> class 0\|3 [0.804]
Rule 55/101: (188.7/55.7, lift 7.2)
PC13 > 7.236558
PC17 <= 0.6509569
PC65 > -2.897177
PC85 <= 0.32481
-> class 0\|3 [0.703]
Rule 55/102: (12.2/3.6, lift 6.9)
PC4 <= -7.746524
PC5 > -0.5573192
PC5 <= -0.4672404
PC18 <= -1.136285
-> class 0\|3 [0.675]
Rule 55/103: (196.3, lift 20.8)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC22 <= 4.367604
PC94 <= -0.1939822
-> class 1\|0 [0.995]
Rule 55/104: (169.8/0.2, lift 20.8)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC22 <= 4.367604
PC56 > 0.4232124
PC82 <= 0.1910566
-> class 1\|0 [0.993]
Rule 55/105: (90.8/0.3, lift 20.7)
PC1 > -0.3062993
PC12 > 4.306317
PC82 <= 0.1910566
-> class 1\|0 [0.986]
Rule 55/106: (140.4/1.2, lift 20.6)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 1.35974
PC21 > -0.2051003
PC30 <= -0.08508095
PC75 > -0.1449048
PC86 <= 0.5552485
-> class 1\|0 [0.985]
Rule 55/107: (65.6, lift 20.6)
PC2 > 2.5099
PC14 <= 0.5750449
PC16 <= -0.8879908
PC18 <= 0.7362046
PC27 <= 0.64168
PC30 > -0.08508095
PC45 > -0.6728945
PC47 > -0.2840592
PC67 <= -0.4841051
-> class 1\|0 [0.984]
Rule 55/108: (95.4/1.1, lift 20.5)
PC2 > 2.5099
PC16 <= -0.8879908
PC21 > -0.2051003
PC33 > -0.545204
PC45 > -0.6728945
PC47 > -0.2840592
PC52 <= -0.0102739
PC86 <= 0.2024556
PC92 <= 0.4890302
PC94 <= 0.03857326
PC95 <= -0.2193512
-> class 1\|0 [0.979]
Rule 55/109: (90.7/1.3, lift 20.4)
PC1 > -0.2809386
PC4 > -1.215158
PC8 > -4.446409
PC16 <= 0.3594292
PC17 > -1.461361
PC18 <= 0.2079703
PC19 > -0.403465
PC26 <= -1.104155
PC68 > -1.830715
-> class 1\|0 [0.975]
Rule 55/110: (42/0.1, lift 20.4)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC64 > 0.6189599
PC82 <= 0.1910566
-> class 1\|0 [0.974]
Rule 55/111: (24.2, lift 20.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC15 > -0.7664703
PC18 > 0.2079703
PC40 <= 0.4722749
PC95 <= -0.3907958
-> class 1\|0 [0.962]
Rule 55/112: (21.6, lift 20.1)
PC1 > -0.3062993
PC15 > -0.7664703
PC18 > 0.2079703
PC34 <= -1.231568
PC41 <= -0.3237827
-> class 1\|0 [0.958]
Rule 55/113: (25.1/0.1, lift 20.1)
PC2 > 2.5099
PC18 <= 0.7362046
PC21 > -0.2051003
PC27 <= 0.64168
PC30 > -0.08508095
PC47 > -0.2840592
PC68 > 1.74373
PC86 <= 0.2024556
-> class 1\|0 [0.958]
Rule 55/114: (68.2/2.2, lift 20.0)
PC1 > 8.888579
PC3 <= -0.3754922
PC11 <= -0.9232262
PC12 <= 2.36335
PC18 <= 0.2079703
PC67 <= 0.3903311
PC68 <= 1.01486
-> class 1\|0 [0.955]
Rule 55/115: (143.4/5.9, lift 20.0)
PC1 > -0.3062993
PC8 > 0.9849377
PC9 > -0.09433286
PC12 > 2.36335
PC12 <= 4.306317
PC22 <= 4.367604
PC82 <= 0.1910566
-> class 1\|0 [0.953]
Rule 55/116: (381.4/24.2, lift 19.6)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC22 <= 4.367604
PC46 > -3.657874
PC79 > -0.08624981
PC82 <= 0.1910566
-> class 1\|0 [0.934]
Rule 55/117: (37/1.7, lift 19.5)
PC1 > -0.2809386
PC2 <= 2.5099
PC3 > -0.3754922
PC4 > -1.215158
PC8 > -4.446409
PC16 <= 0.3594292
PC19 > -0.403465
PC26 > -1.104155
PC64 > 0.560041
PC68 > -1.830715
-> class 1\|0 [0.930]
Rule 55/118: (54.4/3.3, lift 19.3)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC17 <= -1.461361
PC68 <= -0.4712674
-> class 1\|0 [0.923]
Rule 55/119: (23.3/1, lift 19.3)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC4 > -1.215158
PC12 <= 2.36335
PC16 <= 0.3594292
PC19 > -0.403465
PC47 <= -1.243745
PC68 > -1.830715
-> class 1\|0 [0.922]
Rule 55/120: (12.1/0.1, lift 19.3)
PC2 <= 2.5099
PC6 <= -6.014648
PC18 > 0.2079703
-> class 1\|0 [0.922]
Rule 55/121: (5.2, lift 18.0)
PC2 > 2.5099
PC3 > 1.640775
PC21 > -0.2051003
PC47 > -0.2840592
PC52 > -0.0102739
PC53 <= -0.5605518
-> class 1\|0 [0.862]
Rule 55/122: (82.4, lift 15.4)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC17 <= -1.461361
PC68 > -0.4712674
-> class 1\|1 [0.988]
Rule 55/123: (201/1.5, lift 15.4)
PC1 > -0.3062993
PC3 > -0.3754922
PC4 > -1.215158
PC8 > -4.446409
PC12 <= 2.36335
PC16 <= 0.3594292
PC17 > -1.461361
PC18 <= 0.2079703
PC19 > -0.403465
PC26 > -1.104155
PC47 > -1.243745
PC64 <= 0.560041
PC68 > -1.830715
-> class 1\|1 [0.988]
Rule 55/124: (88.3/1.2, lift 15.2)
PC1 > -0.3062993
PC2 <= 2.5099
PC6 > -6.014648
PC15 > -0.7664703
PC18 > 0.2079703
PC40 <= 0.4722749
PC41 > -0.3237827
PC45 <= 0.07133837
PC95 > -0.3907958
-> class 1\|1 [0.975]
Rule 55/125: (31.2, lift 15.2)
PC1 > 8.888579
PC3 <= -0.3754922
PC8 > -4.446409
PC11 > -0.9232262
PC12 <= 2.36335
PC18 <= 0.2079703
PC19 > -1.568921
PC54 > -3.886105
-> class 1\|1 [0.970]
Rule 55/126: (137.9/3.5, lift 15.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= 0.9849377
PC12 > 2.36335
PC12 <= 4.306317
PC56 <= 0.4232124
PC64 <= 0.6189599
PC79 <= -0.08624981
PC94 > -0.1939822
-> class 1\|1 [0.968]
Rule 55/127: (20.5, lift 14.9)
PC1 > 8.888579
PC3 <= -0.3754922
PC19 > -1.568921
PC67 > 0.3903311
-> class 1\|1 [0.956]
Rule 55/128: (15.3, lift 14.7)
PC1 > 8.888579
PC3 <= -0.3754922
PC8 > -4.446409
PC12 <= 2.36335
PC19 > -1.568921
PC68 > 1.01486
-> class 1\|1 [0.942]
Rule 55/129: (12.2, lift 14.5)
PC1 > -0.3062993
PC1 <= 8.888579
PC3 <= -0.3754922
PC10 > 0.6238347
PC12 <= 2.36335
PC18 <= 0.2079703
-> class 1\|1 [0.930]
Rule 55/130: (13.6/0.2, lift 14.4)
PC1 > -0.3062993
PC12 > 2.36335
PC46 <= -3.657874
PC82 <= 0.1910566
-> class 1\|1 [0.923]
Rule 55/131: (31.6/1.9, lift 14.3)
PC2 <= 2.5099
PC3 > 7.783357
PC4 <= -1.215158
PC16 <= 0.3594292
PC19 > -0.403465
-> class 1\|1 [0.915]
Rule 55/132: (29.2/2.2, lift 14.0)
PC1 > 8.888579
PC3 <= -3.103489
PC19 <= -1.568921
PC54 > -3.886105
-> class 1\|1 [0.899]
Rule 55/133: (7.9, lift 14.0)
PC1 > -0.3062993
PC3 > -0.3754922
PC12 > 1.859327
PC19 <= -0.403465
-> class 1\|1 [0.899]
Rule 55/134: (130.5/16.2, lift 13.6)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC22 <= 4.367604
PC82 > 0.1910566
-> class 1\|1 [0.870]
Rule 55/135: (25.1/2.6, lift 13.5)
PC1 > -0.3062993
PC16 <= 0.3594292
PC18 > 0.1630111
PC18 <= 0.2079703
PC19 <= -0.403465
-> class 1\|1 [0.867]
Rule 55/136: (5.7/0.6, lift 12.5)
PC1 > -0.3062993
PC9 > -1.497579
PC16 <= 0.3594292
PC19 <= -0.403465
PC58 > 1.220914
-> class 1\|1 [0.798]
Rule 55/137: (1273.9/752.3, lift 6.4)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.410]
Rule 55/138: (160.2, lift 14.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC9 > -1.497579
PC12 <= 1.859327
PC16 <= 0.3594292
PC18 <= 0.1630111
PC19 <= -0.403465
PC58 <= 1.220914
-> class 1\|2 [0.994]
Rule 55/139: (98.7, lift 14.7)
PC1 > 8.888579
PC3 > -3.103489
PC3 <= -0.3754922
PC8 > -4.446409
PC18 <= 0.2079703
PC19 <= -1.568921
-> class 1\|2 [0.990]
Rule 55/140: (87.3, lift 14.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC16 <= 0.3594292
PC18 <= 0.1630111
PC19 <= -0.403465
PC86 > 0.4075066
-> class 1\|2 [0.989]
Rule 55/141: (82.6, lift 14.7)
PC2 > 2.5099
PC3 > 9.508333
PC51 <= -0.7561268
-> class 1\|2 [0.988]
Rule 55/142: (88.6/0.2, lift 14.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC16 <= 0.3594292
PC18 <= 0.1630111
PC19 <= -0.403465
PC50 <= -0.6363275
-> class 1\|2 [0.987]
Rule 55/143: (71.3, lift 14.6)
PC3 > 0.3848427
PC16 > 0.3594292
PC70 > 0.9095808
-> class 1\|2 [0.986]
Rule 55/144: (68.1, lift 14.6)
PC5 <= -5.914125
PC6 <= -3.426425
PC16 > -0.8879908
PC51 <= -0.7561268
-> class 1\|2 [0.986]
Rule 55/145: (60.2, lift 14.6)
PC2 <= 2.5099
PC3 <= 7.783357
PC4 <= -1.215158
PC12 <= 2.36335
PC16 <= 0.3594292
PC17 > -1.461361
PC18 <= 0.2079703
-> class 1\|2 [0.984]
Rule 55/146: (60.4, lift 14.6)
PC1 > -0.3062993
PC11 > -0.886148
PC12 <= 2.36335
PC16 > 0.3594292
PC23 > 1.960709
PC100 <= 0.1844041
-> class 1\|2 [0.984]
Rule 55/147: (43.5, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC60 <= -0.9186381
-> class 1\|2 [0.976]
Rule 55/148: (34.6, lift 14.4)
PC1 > -0.3062993
PC8 > -4.446409
PC16 > 0.3594292
PC18 <= 0.2079703
PC23 > 1.960709
PC24 <= 2.627031
-> class 1\|2 [0.973]
Rule 55/149: (121.3/2.3, lift 14.5)
PC1 > -0.3062993
PC3 > -0.3754922
PC8 > 2.191673
PC12 <= 2.36335
PC16 > 0.3594292
-> class 1\|2 [0.973]
Rule 55/150: (140.1/4.1, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 <= 1.980869
PC16 > 0.4291682
PC51 > -0.7561268
PC61 > -0.9051436
-> class 1\|2 [0.964]
Rule 55/151: (23.1, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC27 > 0.3781083
PC51 <= -0.7561268
-> class 1\|2 [0.960]
Rule 55/152: (141.5/5, lift 14.2)
PC1 > -0.3062993
PC3 > -0.3754922
PC8 > -4.446409
PC8 <= 2.191673
PC10 > -1.065839
PC12 <= 2.36335
PC18 <= 0.2079703
PC20 > -0.2767116
PC26 > 1.513657
-> class 1\|2 [0.958]
Rule 55/153: (28.7/0.4, lift 14.2)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC16 > 0.3594292
PC99 > 1.455613
PC100 <= 0.1844041
-> class 1\|2 [0.953]
Rule 55/154: (256.9/11.5, lift 14.1)
PC1 > -0.3062993
PC5 > 3.424831
PC12 <= 2.36335
PC16 > 0.3594292
PC18 <= 0.2079703
-> class 1\|2 [0.952]
Rule 55/155: (288.7/17.1, lift 13.9)
PC2 <= 2.5099
PC3 > -0.3754922
PC9 > -0.6201965
PC12 <= 2.36335
PC16 > 0.3594292
PC18 <= 0.2079703
PC20 <= 0.1062191
PC24 > -2.629769
PC26 > -0.771329
PC28 > -0.3159879
PC57 <= 1.048443
PC62 > -0.808212
PC100 > 0.1844041
-> class 1\|2 [0.938]
Rule 55/156: (89.2/5.8, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC20 > -0.09560023
PC29 > -0.2149761
PC51 > -0.7561268
-> class 1\|2 [0.925]
Rule 55/157: (11, lift 13.7)
PC1 > -0.3062993
PC9 > -0.09433286
PC12 > 2.36335
PC22 > 4.367604
-> class 1\|2 [0.923]
Rule 55/158: (96.7/15.1, lift 12.4)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > 0.3848427
PC10 > -1.065839
PC16 > 0.3594292
PC18 <= 0.2079703
PC20 > -0.003602827
-> class 1\|2 [0.837]
Rule 55/159: (116.5/45.2, lift 9.1)
PC1 > -0.3062993
PC8 > -4.446409
PC12 <= 2.36335
PC16 <= 0.3594292
PC17 > -1.461361
PC18 <= 0.2079703
PC68 <= -1.830715
-> class 1\|2 [0.610]
Rule 55/160: (118.4, lift 14.4)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC8 > -4.446409
PC9 <= -1.497579
PC19 <= -0.403465
PC45 > -0.4144146
PC50 > -0.6363275
PC86 <= 0.4075066
-> class 1\|3 [0.991]
Rule 55/161: (27, lift 14.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > 0.3848427
PC5 <= 3.424831
PC9 <= -0.6201965
PC16 > 0.3594292
PC100 > 0.1844041
-> class 1\|3 [0.966]
Rule 55/162: (37.4/1.1, lift 13.8)
PC2 <= 2.5099
PC3 > -0.3754922
PC5 <= 3.424831
PC12 <= 2.36335
PC16 > 0.3594292
PC28 <= -0.3159879
PC70 <= 0.9095808
-> class 1\|3 [0.947]
Rule 55/163: (16.6, lift 13.8)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > -0.3754922
PC5 <= 3.424831
PC16 > 0.3594292
PC57 > 1.048443
PC70 <= 0.9095808
PC100 > 0.1844041
-> class 1\|3 [0.946]
Rule 55/164: (35.9/1.3, lift 13.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC15 > -0.7664703
PC18 > 0.2079703
PC34 > -1.231568
PC41 <= -0.3237827
-> class 1\|3 [0.940]
Rule 55/165: (401.4/51.2, lift 12.7)
PC1 > -0.3062993
PC2 <= 2.5099
PC3 > 0.3848427
PC5 <= 3.424831
PC8 <= 2.191673
PC16 > 0.3594292
PC20 <= -0.003602827
PC70 <= 0.9095808
PC100 <= 0.1844041
-> class 1\|3 [0.871]
Rule 55/166: (170.9/25.9, lift 12.3)
PC1 > -0.3062993
PC3 > 0.3848427
PC5 <= 3.424831
PC16 > 0.3594292
PC20 <= 0.1062191
PC26 <= -0.771329
-> class 1\|3 [0.845]
Rule 55/167: (348.6/116.6, lift 9.7)
PC3 > 1.640775
PC3 <= 9.508333
PC16 > -0.8879908
PC51 <= -0.7561268
-> class 1\|3 [0.665]
Rule 55/168: (1050.8/410, lift 8.9)
PC1 > -0.3062993
PC2 <= 2.5099
PC15 <= -0.7664703
PC18 > 0.2079703
PC21 <= 0.9003304
-> class 1\|3 [0.610]
Rule 55/169: (54.3, lift 14.0)
PC1 > -0.3062993
PC1 <= 8.888579
PC2 <= 2.5099
PC3 <= -0.3754922
PC8 > -4.446409
PC12 <= 2.36335
PC44 > 0.800207
PC57 > -0.9032559
-> class 2\|0 [0.981]
Rule 55/170: (108.3/2.1, lift 13.9)
PC1 <= -0.3062993
PC2 > -1.079964
PC2 <= 2.5099
PC8 > 1.146677
PC36 > 0.09076007
PC36 <= 0.3500793
-> class 2\|0 [0.972]
Rule 55/171: (28.6, lift 13.8)
PC1 <= -0.3062993
PC8 > 2.293971
PC20 <= -0.02097375
PC31 <= -0.7057244
PC76 <= -0.02000255
PC94 <= 0.5022797
-> class 2\|0 [0.967]
Rule 55/172: (64.1/2.3, lift 13.6)
PC1 <= -0.3062993
PC2 > -1.560392
PC8 > 2.293971
PC19 <= 0.7237988
PC44 <= 0.6049024
-> class 2\|0 [0.950]
Rule 55/173: (17.2, lift 13.6)
PC1 <= -0.3062993
PC8 > 2.293971
PC19 <= 0.7237988
PC20 > -0.02097375
PC66 > 0.5869853
-> class 2\|0 [0.948]
Rule 55/174: (44.5/2.4, lift 13.3)
PC1 > -0.3062993
PC15 <= -0.7664703
PC18 > 0.2079703
PC21 > 0.9003304
-> class 2\|0 [0.927]
Rule 55/175: (671.6/61.4, lift 13.0)
PC3 <= 0.4698725
PC8 > 2.293971
PC19 <= 0.7237988
PC20 <= -0.02097375
PC31 > -0.7057244
PC41 <= 1.751196
PC42 > -0.4168515
PC43 > -2.296228
PC70 <= 0.155108
PC71 <= 0.9127713
PC94 <= 0.5022797
-> class 2\|0 [0.907]
Rule 55/176: (184.8/19.5, lift 12.7)
PC3 <= 0.4698725
PC8 > 2.293971
PC19 <= 0.7237988
PC64 <= -0.5808558
-> class 2\|0 [0.890]
Rule 55/177: (165.6/17.6, lift 12.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.9530323
PC10 <= 0.06672035
PC43 > -1.259199
PC56 <= -0.2859238
-> class 2\|0 [0.889]
Rule 55/178: (7.5/0.8, lift 11.5)
PC8 > 2.293971
PC19 <= 0.7237988
PC41 <= -0.3458805
PC94 > 0.5022797
-> class 2\|0 [0.806]
Rule 55/179: (367.1/80.8, lift 11.1)
PC2 <= -1.079964
PC3 > -1.969858
PC3 <= 0.4698725
PC8 > -0.2730613
PC19 <= -1.274078
PC24 <= 0.7800624
PC44 > 0.4032726
-> class 2\|0 [0.778]
Rule 55/180: (25.3/11, lift 8.0)
PC1 > -0.3062993
PC9 <= -0.09433286
PC12 > 2.36335
-> class 2\|0 [0.561]
Rule 55/181: (114.7, lift 11.7)
PC2 <= 2.5099
PC3 <= 0.4698725
PC8 > 0.1481944
PC10 > 0.07717738
PC10 <= 0.6153101
PC94 > 0.6588326
-> class 2\|1 [0.991]
Rule 55/182: (71.9/0.3, lift 11.5)
PC2 <= -1.079964
PC3 > -1.969858
PC8 > -0.2730613
PC8 <= 2.293971
PC34 > 0.8681469
PC56 > -0.2859238
-> class 2\|1 [0.983]
Rule 55/183: (88.5/0.9, lift 11.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= -0.4582205
PC76 <= -1.077282
PC91 > -0.5544928
-> class 2\|1 [0.979]
Rule 55/184: (50.8/0.2, lift 11.5)
PC1 <= -0.3062993
PC2 <= -1.079964
PC3 > -1.969858
PC8 > -0.2730613
PC29 > 0.2777657
PC94 <= 0.9344031
PC100 > -1.008369
-> class 2\|1 [0.978]
Rule 55/185: (77.9/0.9, lift 11.5)
PC1 <= -0.3062993
PC8 > 2.825634
PC18 <= -0.2199629
PC42 > -0.4168515
PC70 > -0.03615108
-> class 2\|1 [0.976]
Rule 55/186: (141.7/2.6, lift 11.5)
PC2 <= -1.079964
PC8 > 0.7917142
PC8 <= 2.293971
PC10 <= 0.07717738
PC32 <= 1.11593
PC40 > -1.014981
PC44 <= 0.4032726
PC56 > -0.2859238
PC60 <= 1.14274
PC64 <= 1.290706
-> class 2\|1 [0.975]
Rule 55/187: (25.5, lift 11.3)
PC2 <= -9.599361
-> class 2\|1 [0.964]
Rule 55/188: (23.7, lift 11.3)
PC1 <= -0.3062993
PC8 > 2.293971
PC41 > 1.751196
PC70 <= 0.155108
-> class 2\|1 [0.961]
Rule 55/189: (23.6, lift 11.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC34 > 1.066212
PC47 <= -0.779565
-> class 2\|1 [0.961]
Rule 55/190: (22, lift 11.3)
PC1 <= 8.888579
PC2 <= 2.5099
PC3 <= -0.3754922
PC8 > -4.446409
PC10 <= 0.6238347
PC12 <= 2.36335
PC18 <= 0.2079703
PC44 > 0.800207
PC57 <= -0.9032559
-> class 2\|1 [0.958]
Rule 55/191: (55.8/1.4, lift 11.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.9530323
PC8 <= 2.293971
PC10 > 0.06672035
PC56 <= -0.2859238
-> class 2\|1 [0.958]
Rule 55/192: (18.6, lift 11.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC39 > 1.060648
-> class 2\|1 [0.952]
Rule 55/193: (25.1/0.5, lift 11.1)
PC1 <= -0.3062993
PC5 > 0.7128242
PC8 > 2.293971
PC8 <= 2.825634
PC20 <= -0.02097375
PC42 > -0.4168515
-> class 2\|1 [0.945]
Rule 55/194: (15.8/0.2, lift 11.0)
PC1 > 8.888579
PC3 <= -0.3754922
PC8 > -4.446409
PC12 <= 2.36335
PC54 <= -3.886105
-> class 2\|1 [0.934]
Rule 55/195: (70.2/4.7, lift 10.8)
PC3 <= 0.4698725
PC8 > 2.293971
PC70 > 0.155108
-> class 2\|1 [0.921]
Rule 55/196: (8.7, lift 10.7)
PC2 <= 2.5099
PC8 > -2.289896
PC58 > 0.238139
PC73 <= -2.108726
PC76 > -1.077282
-> class 2\|1 [0.906]
Rule 55/197: (27.6/2.2, lift 10.5)
PC1 <= -0.3062993
PC8 > 2.293971
PC41 <= 1.751196
PC43 <= -2.296228
-> class 2\|1 [0.892]
Rule 55/198: (5.2, lift 10.1)
PC2 <= -7.957974
PC8 > -2.289896
PC8 <= -0.2730613
PC58 <= 0.238139
PC63 > 0.04832752
-> class 2\|1 [0.861]
Rule 55/199: (7/0.4, lift 10.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > 0.1481944
PC8 <= 0.1558477
-> class 2\|1 [0.849]
Rule 55/200: (50/13.7, lift 8.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC55 > -2.052396
PC58 <= 0.238139
PC63 > 0.04832752
PC86 > 0.9986027
-> class 2\|1 [0.717]
Rule 55/201: (38.7/19.1, lift 5.9)
PC1 > -0.3062993
PC2 <= 2.5099
PC15 > -0.7664703
PC18 > 0.2079703
PC40 > 0.4722749
PC41 > -0.3237827
-> class 2\|1 [0.506]
Rule 55/202: (3248.3/1763.9, lift 5.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
-> class 2\|1 [0.457]
Rule 55/203: (170.3/1.2, lift 11.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 0.1481944
PC10 > 0.07717738
PC29 <= 0.2777657
PC30 <= 0.4316063
PC34 <= 0.8681469
PC44 <= 0.4032726
PC65 <= 1.142087
PC100 > -1.008369
-> class 2\|2 [0.987]
Rule 55/204: (83/0.1, lift 11.0)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= 0.4698725
PC8 > 0.1481944
PC8 <= 2.293971
PC10 > 0.6153101
PC29 <= 0.2777657
PC30 <= 0.4316063
PC35 > -0.6423977
PC44 <= 0.4032726
PC48 > -1.374239
PC54 <= 1.755398
PC56 > -0.2859238
PC94 <= 0.9344031
-> class 2\|2 [0.987]
Rule 55/205: (106.2/2.2, lift 10.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC19 > -3.052557
PC27 > -0.716119
PC42 <= 0.5782176
PC47 > -0.779565
PC49 <= -0.1103051
PC51 <= 0.1574584
PC52 > -0.1123977
PC63 <= 0.04832752
PC80 > -0.6928559
PC88 <= 0.4256945
-> class 2\|2 [0.971]
Rule 55/206: (29.4, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC6 <= -0.4582205
PC7 > -1.648415
PC8 <= -0.2730613
PC76 <= -1.077282
PC91 <= -0.5544928
-> class 2\|2 [0.965]
Rule 55/207: (25.2, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC5 > 1.020144
PC8 > -2.289896
PC8 <= -0.2730613
PC47 <= -0.779565
PC90 > 0.2148222
-> class 2\|2 [0.963]
Rule 55/208: (28.3/0.3, lift 10.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC30 <= 0.1023021
PC76 > -1.077282
PC76 <= -0.4988156
PC84 <= -0.3270488
-> class 2\|2 [0.959]
Rule 55/209: (21.1, lift 10.6)
PC8 <= -0.2730613
PC47 > -0.779565
PC67 <= -4.857662
PC76 > -1.077282
PC78 <= 1.092113
PC86 > -0.377133
-> class 2\|2 [0.957]
Rule 55/210: (18.5, lift 10.6)
PC1 > -0.3062993
PC1 <= 8.888579
PC3 <= -0.3754922
PC8 > -4.446409
PC18 <= 0.2079703
PC23 > 0.4803682
PC41 > 0.4290316
PC44 <= 0.800207
-> class 2\|2 [0.951]
Rule 55/211: (250.1/11.5, lift 10.6)
PC1 <= -0.3062993
PC2 > -9.599361
PC2 <= 2.5099
PC6 <= 6.78757
PC8 > -2.289896
PC8 <= -0.2730613
PC13 > -0.8443785
PC58 > 0.238139
PC76 > -1.077282
-> class 2\|2 [0.950]
Rule 55/212: (23.3/0.3, lift 10.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC43 <= -1.59425
PC47 > -0.779565
PC49 > -0.1103051
PC58 <= 0.238139
PC63 <= 0.04832752
PC76 > -1.077282
PC84 > -0.05680523
PC88 <= 0.4256945
-> class 2\|2 [0.947]
Rule 55/213: (22.9/0.3, lift 10.5)
PC1 <= -0.3062993
PC8 <= -2.289896
PC46 > 0.6557118
PC68 <= -0.04998782
PC79 > -0.4913865
-> class 2\|2 [0.946]
Rule 55/214: (15.9, lift 10.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 0.9530323
PC56 <= -0.2859238
PC77 <= -1.052081
-> class 2\|2 [0.944]
Rule 55/215: (32.4/1, lift 10.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC47 > -0.779565
PC63 <= 0.04832752
PC78 > 1.092113
-> class 2\|2 [0.942]
Rule 55/216: (100.4/5.5, lift 10.4)
PC1 <= -0.3062993
PC8 > 0.1481944
PC8 <= 2.293971
PC10 > 0.07717738
PC32 <= 1.11593
PC34 <= 0.8681469
PC35 > -0.6423977
PC39 > 0.5651461
PC39 <= 1.060648
PC56 > -0.2859238
PC56 <= 0.4793926
PC59 <= 0.4912825
PC94 <= 0.6588326
-> class 2\|2 [0.937]
Rule 55/217: (352.3/22.4, lift 10.4)
PC1 > -3.929992
PC1 <= -0.3062993
PC2 <= -1.079964
PC3 > -1.969858
PC8 > -0.2730613
PC8 <= 2.293971
PC10 > 0.07717738
PC10 <= 0.6038525
PC15 <= 2.732739
PC19 > -2.317307
PC32 <= 1.11593
PC34 <= 0.7388773
PC35 > -0.6423977
PC38 <= 0.5424263
PC44 <= 0.4032726
PC48 > -1.374239
PC56 > -0.2859238
PC59 <= 0.4912825
PC94 <= 0.6588326
PC100 > -1.008369
-> class 2\|2 [0.934]
Rule 55/218: (13.1, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC20 > 0.8054562
PC71 <= -0.3714299
-> class 2\|2 [0.934]
Rule 55/219: (37/1.6, lift 10.4)
PC1 > -0.3062993
PC1 <= 8.888579
PC2 <= 2.5099
PC3 <= -0.3754922
PC8 > -4.446409
PC10 <= 0.6238347
PC12 <= 2.36335
PC18 <= 0.2079703
PC23 <= 0.4803682
PC44 <= 0.800207
PC87 > -0.3763801
-> class 2\|2 [0.933]
Rule 55/220: (12.6, lift 10.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 > -1.969858
PC8 > -0.2730613
PC24 > 0.7800624
PC44 > 0.4032726
-> class 2\|2 [0.932]
Rule 55/221: (20.4/0.7, lift 10.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC22 <= -2.06298
PC58 <= 0.238139
PC88 <= 0.4256945
-> class 2\|2 [0.925]
Rule 55/222: (15.9/0.3, lift 10.3)
PC1 <= -0.3062993
PC2 <= -1.079964
PC8 > -0.2730613
PC8 <= 2.293971
PC10 <= 0.07717738
PC44 <= 0.4032726
PC59 > -0.6592996
PC60 > 1.14274
PC65 <= 1.142087
-> class 2\|2 [0.925]
Rule 55/223: (9.6, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 2.293971
PC32 > 1.11593
PC44 <= 0.4032726
PC92 > 0.4191023
-> class 2\|2 [0.914]
Rule 55/224: (87.3/6.8, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC47 > -0.779565
PC63 <= 0.04832752
PC88 > 0.4256945
-> class 2\|2 [0.913]
Rule 55/225: (13.3/0.3, lift 10.2)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= 2.293971
PC10 <= 0.07717738
PC32 <= 1.11593
PC40 > -1.014981
PC56 > -0.2859238
PC64 > 1.290706
PC65 <= 1.142087
-> class 2\|2 [0.913]
Rule 55/226: (49.1/3.8, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC20 <= 0.8054562
PC36 <= 1.237872
PC39 <= -1.176261
PC71 <= -0.3714299
PC84 > -0.3270488
-> class 2\|2 [0.907]
Rule 55/227: (57.2/4.5, lift 10.1)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC14 > 2.530786
PC63 <= 0.04832752
-> class 2\|2 [0.906]
Rule 55/228: (114.5/11.8, lift 9.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC19 > -4.218863
PC49 > -0.1103051
PC53 > -0.3411455
PC84 <= -0.05680523
PC86 > -0.377133
-> class 2\|2 [0.890]
Rule 55/229: (60.4/6, lift 9.9)
PC1 <= -0.3062993
PC2 <= -1.079964
PC8 > -0.2730613
PC8 <= 0.7917142
PC10 <= 0.07717738
PC44 <= 0.4032726
PC53 <= -0.06332266
PC56 > -0.2859238
PC59 > -0.6592996
PC86 <= 0.2587095
-> class 2\|2 [0.888]
Rule 55/230: (16.9/1.1, lift 9.9)
PC2 <= 2.5099
PC8 <= -0.2730613
PC14 <= 2.530786
PC27 <= -0.716119
PC47 > -0.779565
PC58 <= 0.238139
PC63 <= 0.04832752
PC86 > -0.377133
-> class 2\|2 [0.888]
Rule 55/231: (23.3/1.9, lift 9.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -0.2730613
PC8 <= 0.9530323
PC44 <= -0.7733655
PC56 <= -0.2859238
PC77 > -1.052081
-> class 2\|2 [0.884]
Rule 55/232: (6.5, lift 9.8)
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC47 <= -0.779565
PC82 <= -0.9570016
-> class 2\|2 [0.882]
Rule 55/233: (6, lift 9.7)
PC1 <= -0.3062993
PC8 <= -0.2730613
PC84 > -0.3276846
PC84 <= -0.3270488
-> class 2\|2 [0.875]
Rule 55/234: (5.1, lift 9.6)
PC8 <= -0.2730613
PC93 > 0.4512028
PC93 <= 0.4516766
-> class 2\|2 [0.859]
Rule 55/235: (26.7/3.1, lift 9.5)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= 0.4698725
PC8 > -0.2730613
PC8 <= 2.293971
PC10 <= 0.07717738
PC32 <= 1.11593
PC40 <= -1.014981
PC56 > -0.2859238
PC59 > -0.6592996
PC65 <= 1.142087
-> class 2\|2 [0.856]
Rule 55/236: (34.7/4.8, lift 9.4)
PC1 <= -0.3062993
PC2 > -8.403103
PC8 <= -2.289896
PC30 > 0.1023021
PC84 <= -0.3270488
-> class 2\|2 [0.843]
Rule 55/237: (46.6/7.9, lift 9.1)
PC1 <= -2.23943
PC2 > -8.403103
PC8 > -2.974228
PC8 <= -2.289896
PC19 > -3.550094
PC45 > 0.04417703
PC71 <= -0.3714299
PC84 > -0.3270488
-> class 2\|2 [0.817]
Rule 55/238: (3.4, lift 9.1)
PC38 > 5.795516
-> class 2\|2 [0.816]
Rule 55/239: (592.5/173.3, lift 7.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC63 > 0.04832752
PC76 > -1.077282
-> class 2\|2 [0.707]
Rule 55/240: (279.1/0.2, lift 8.0)
PC2 <= 2.5099
PC5 <= 1.158175
PC8 <= -2.289896
PC11 > -4.255485
PC22 <= -0.2078556
PC34 > -0.03992389
PC71 > -0.3714299
PC84 > -0.3270488
-> class 2\|3 [0.996]
Rule 55/241: (138.7, lift 8.0)
PC1 <= -0.3062993
PC2 > -8.403103
PC8 <= -2.289896
PC76 > -1.077282
PC84 > -0.3270488
PC86 <= -0.5913734
-> class 2\|3 [0.992]
Rule 55/242: (85.1, lift 8.0)
PC2 <= 2.5099
PC8 <= -2.289896
PC19 <= 0.7321585
PC23 <= 0.2972143
PC33 <= -0.0142226
PC36 <= 1.237872
PC45 <= 0.3081251
PC46 <= 0.6557118
PC73 > 0.2099227
PC84 > -0.3270488
-> class 2\|3 [0.989]
Rule 55/243: (90.8/0.5, lift 7.9)
PC1 > -1.773894
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC19 <= 3.33329
PC63 > 0.04832752
PC86 <= 0.9986027
PC87 > 0.06508809
-> class 2\|3 [0.984]
Rule 55/244: (44.7, lift 7.9)
PC1 <= -0.3062993
PC8 <= -0.2730613
PC55 <= -2.052396
PC63 > 0.04832752
-> class 2\|3 [0.979]
Rule 55/245: (35.7, lift 7.8)
PC1 <= -0.3062993
PC4 <= 0.5117102
PC6 > 6.78757
PC8 <= -0.2730613
-> class 2\|3 [0.973]
Rule 55/246: (68.5/0.9, lift 7.8)
PC8 <= -0.2730613
PC35 > 1.009134
PC58 <= 0.238139
PC63 > 0.04832752
PC76 > -1.077282
PC86 <= 0.9986027
-> class 2\|3 [0.973]
Rule 55/247: (27.5, lift 7.8)
PC8 <= -0.2730613
PC76 > -1.077282
PC80 <= -5.839114
-> class 2\|3 [0.966]
Rule 55/248: (53.9/1.2, lift 7.7)
PC1 <= -0.3062993
PC8 <= -2.289896
PC46 > 0.6557118
PC68 > -0.04998782
PC71 > -0.3714299
PC84 > -0.3270488
-> class 2\|3 [0.961]
Rule 55/249: (20.8, lift 7.7)
PC1 <= -0.3062993
PC8 > -2.289896
PC8 <= -0.2730613
PC19 > -4.218863
PC19 <= -3.052557
PC58 <= 0.238139
-> class 2\|3 [0.956]
Rule 55/250: (19.6/0.1, lift 7.6)
PC1 <= -1.773894
PC8 <= -0.2730613
PC58 <= 0.238139
PC63 > 0.04832752
PC76 > -1.077282
PC79 <= -0.1719397
PC87 > -0.8287594
-> class 2\|3 [0.949]
Rule 55/251: (59.3/2.4, lift 7.6)
PC1 <= -0.3062993
PC2 <= -1.079964
PC8 > -0.2730613
PC8 <= 0.9530323
PC38 <= 0.1968416
PC44 > -0.7733655
PC56 <= -0.2859238
PC77 > -1.052081
PC88 > -0.3139375
PC93 <= 0.6375797
PC99 <= 1.045439
-> class 2\|3 [0.945]
Rule 55/252: (63/4.9, lift 7.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC63 > 0.04832752
PC80 > -5.839114
PC86 <= 0.9986027
PC99 <= -1.404352
-> class 2\|3 [0.909]
Rule 55/253: (54.8/8.1, lift 6.8)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC14 <= 2.530786
PC52 <= -0.1123977
PC58 <= 0.238139
PC63 <= 0.04832752
PC67 > -4.857662
PC88 <= 0.4256945
-> class 2\|3 [0.840]
Rule 55/254: (29.8/5.9, lift 6.3)
PC1 <= -0.3062993
PC2 <= 2.5099
PC3 <= -1.969858
PC8 > -0.2730613
-> class 2\|3 [0.784]
Rule 55/255: (39.7/15.8, lift 4.8)
PC1 <= -0.3062993
PC2 <= -1.079964
PC3 > -1.969858
PC8 > -0.2730613
PC8 <= 2.293971
PC24 <= 0.7800624
PC44 > 0.4032726
PC87 > -0.004789992
-> class 2\|3 [0.597]
Rule 55/256: (11906.6/9432.8, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.208]
Rule 55/257: (132.1, lift 22.8)
PC1 <= -0.3062993
PC8 <= -2.289896
PC19 <= 0.7321585
PC22 > -0.2078556
PC33 > -0.0142226
PC73 > 0.2099227
PC96 <= 0.313805
-> class 2\|4 [0.992]
Rule 55/258: (64, lift 22.6)
PC1 > -3.113458
PC1 <= -0.3062993
PC11 <= -4.255485
-> class 2\|4 [0.985]
Rule 55/259: (78.4/0.8, lift 22.4)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC10 <= -0.9705257
PC36 <= 0.9121976
PC71 > -0.3714299
PC76 > -1.077282
PC93 <= 0.4516766
-> class 2\|4 [0.977]
Rule 55/260: (68.7/1.1, lift 22.2)
PC1 <= -0.3062993
PC8 <= -2.289896
PC71 > -0.3714299
PC76 > -1.077282
PC79 <= -0.4913865
PC84 > -0.3270488
-> class 2\|4 [0.970]
Rule 55/261: (176.9/5.5, lift 22.1)
PC8 <= -2.289896
PC10 > 0.1367046
PC19 <= -3.550094
PC22 > -1.824882
PC33 <= 0.3340787
-> class 2\|4 [0.964]
Rule 55/262: (51.7/1.1, lift 22.0)
PC1 <= -0.3062993
PC5 > 1.158175
PC8 <= -2.289896
PC19 <= 0.7321585
PC33 > -0.0142226
PC46 <= 0.6557118
PC71 > -0.3714299
PC73 > 0.2099227
PC86 > -0.5913734
PC96 <= 0.313805
-> class 2\|4 [0.961]
Rule 55/263: (33/0.5, lift 22.0)
PC2 <= 2.5099
PC8 <= -2.289896
PC19 <= 0.7321585
PC23 > 0.2972143
PC33 <= -0.0142226
PC71 > -0.3714299
PC73 > 0.2099227
PC84 > -0.3270488
PC93 <= 0.4516766
PC96 <= 0.313805
-> class 2\|4 [0.958]
Rule 55/264: (19.6, lift 21.9)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -4.446409
PC25 > -0.2304425
PC57 > 0.2258642
-> class 2\|4 [0.954]
Rule 55/265: (16.8, lift 21.7)
PC1 <= -0.3062993
PC8 <= -2.289896
PC45 > 0.3081251
PC46 <= 0.6557118
PC71 > -0.3714299
PC76 > -1.077282
PC84 > -0.3270488
-> class 2\|4 [0.946]
Rule 55/266: (15.9, lift 21.6)
PC1 > -0.3062993
PC8 <= -4.446409
PC38 > 0.5481992
-> class 2\|4 [0.944]
Rule 55/267: (78.1/3.6, lift 21.6)
PC8 <= -2.289896
PC36 <= 1.237872
PC46 <= 0.6557118
PC71 > -0.3714299
PC78 <= -0.8694678
PC84 > -0.3270488
-> class 2\|4 [0.943]
Rule 55/268: (86.5/4.1, lift 21.6)
PC2 <= 2.5099
PC8 <= -2.289896
PC19 > -3.550094
PC19 <= 0.7321585
PC33 > -0.0142226
PC34 <= -0.03992389
PC46 <= 0.6557118
PC71 > -0.3714299
PC73 > 0.2099227
PC85 <= 0.7304359
PC86 > -0.5913734
PC96 <= 0.313805
-> class 2\|4 [0.942]
Rule 55/269: (85.4/6.1, lift 21.1)
PC1 <= -0.3062993
PC8 <= -2.289896
PC19 > -3.550094
PC46 <= 0.6557118
PC71 > -0.3714299
PC84 > -0.3270488
PC85 > 0.7304359
PC93 <= 0.4516766
PC96 <= 0.313805
-> class 2\|4 [0.919]
Rule 55/270: (32.3/1.8, lift 21.1)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -4.446409
PC18 <= 0.2079703
PC25 > -0.2304425
PC83 > 0.4352802
-> class 2\|4 [0.918]
Rule 55/271: (10.1, lift 21.0)
PC1 > -0.3062993
PC2 <= 2.5099
PC8 <= -4.446409
PC62 > 0.7784727
PC83 <= 0.4352802
-> class 2\|4 [0.917]
Rule 55/272: (54.1/3.7, lift 21.0)
PC1 <= -0.3062993
PC8 <= -2.289896
PC45 <= -0.2276134
PC71 > -0.3714299
PC76 > -1.077282
PC79 > -0.4913865
PC84 > -0.3270488
PC85 <= 0.7304359
PC93 <= 0.4516766
-> class 2\|4 [0.916]
Rule 55/273: (47.9/3.8, lift 20.7)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 > -2.289896
PC8 <= -0.2730613
PC47 <= -0.779565
PC58 <= 0.238139
PC76 > -1.077282
PC90 <= 0.2148222
PC96 <= 0.2066549
-> class 2\|4 [0.904]
Rule 55/274: (109.6/10.4, lift 20.6)
PC1 <= -0.3062993
PC19 <= -4.218863
-> class 2\|4 [0.898]
Rule 55/275: (52/6.1, lift 19.9)
PC1 <= -0.3062993
PC8 <= -2.289896
PC19 > 0.7321585
PC23 > -0.4814422
PC38 <= -0.4194544
PC45 > -0.2276134
PC58 <= -0.1454351
PC71 > -0.3714299
PC84 > -0.3270488
PC93 <= 0.4516766
PC96 <= 0.313805
-> class 2\|4 [0.868]
Rule 55/276: (20.8/2.6, lift 19.3)
PC2 <= -8.403103
PC8 <= -2.289896
-> class 2\|4 [0.841]
Rule 55/277: (26/3.9, lift 18.9)
PC1 <= -0.3062993
PC2 <= 2.5099
PC8 <= -0.2730613
PC36 > 1.237872
-> class 2\|4 [0.826]
Default class: 2\|3
----- Trial 56: -----
Rules:
Rule 56/1: (80.3/1.1, lift 15.1)
PC9 <= -0.3399072
PC13 <= 10.54825
PC17 <= 5.149916
PC18 > 3.699708
PC30 > -0.2362545
PC37 > -3.626826
PC44 <= 0.3349312
PC71 <= 0.669768
PC74 > -0.2277975
-> class 0\|0 [0.974]
Rule 56/2: (34/1.9, lift 14.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= -0.3535447
PC18 <= 0.7466545
PC46 <= -1.308755
-> class 0\|0 [0.920]
Rule 56/3: (198.6/15.5, lift 14.2)
PC1 > -0.5388431
PC9 > -0.3399072
PC18 > 0.7466545
PC24 > 0.4785213
-> class 0\|0 [0.918]
Rule 56/4: (2173.3/1016, lift 8.3)
PC2 > 2.5099
PC9 > -0.3399072
PC18 > 0.7466545
-> class 0\|0 [0.532]
Rule 56/5: (64.7, lift 12.0)
PC9 <= -0.3399072
PC14 > -4.033647
PC18 > 3.699708
PC74 <= -0.2277975
-> class 0\|1 [0.985]
Rule 56/6: (64.6, lift 12.0)
PC4 <= -8.075097
PC9 > -0.3399072
PC14 > -1.084544
PC18 > 0.7466545
PC52 <= -0.1817447
-> class 0\|1 [0.985]
Rule 56/7: (74.1/0.1, lift 12.0)
PC9 > -0.3399072
PC18 > 2.688645
PC26 > 0.6397903
PC70 > -0.819043
-> class 0\|1 [0.985]
Rule 56/8: (66.5, lift 12.0)
PC7 <= -0.8794407
PC18 > 2.688645
PC53 > -1.556006
PC68 > -0.5809322
PC79 > 0.03697531
-> class 0\|1 [0.984]
Rule 56/9: (58.5, lift 12.0)
PC9 <= -0.3399072
PC18 > 0.7466545
PC30 > 4.755065
PC37 > -3.626826
-> class 0\|1 [0.983]
Rule 56/10: (76.6/0.6, lift 12.0)
PC2 > 2.5099
PC7 <= -0.8794407
PC18 > 2.688645
PC53 > -1.556006
PC68 > -0.5809322
PC97 > 0.1369247
-> class 0\|1 [0.979]
Rule 56/11: (42.8, lift 11.9)
PC7 <= -0.8794407
PC14 > -1.084544
PC18 > 2.688645
PC38 <= -0.6824805
PC68 > -0.5809322
-> class 0\|1 [0.978]
Rule 56/12: (66/0.8, lift 11.9)
PC9 > -0.3399072
PC13 > 0.3768614
PC18 > 2.688645
PC57 > -0.5674124
-> class 0\|1 [0.974]
Rule 56/13: (81.5/1.4, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 > -0.3535447
PC18 <= 0.7466545
PC20 > -3.440173
PC46 <= -1.308755
PC53 <= 0.5008553
-> class 0\|1 [0.972]
Rule 56/14: (34.7, lift 11.9)
PC4 <= -8.075097
PC7 > -0.8794407
PC18 > 0.7466545
PC90 > 0.55565
-> class 0\|1 [0.972]
Rule 56/15: (32.6, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.1314131
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC40 > -1.279901
PC41 > 0.1635489
-> class 0\|1 [0.971]
Rule 56/16: (31.6, lift 11.8)
PC4 <= -8.075097
PC14 > -1.084544
PC18 > 0.7466545
PC26 <= 0.6397903
PC35 > 0.4530027
-> class 0\|1 [0.970]
Rule 56/17: (27.3, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 0.787059
PC18 <= -0.8698823
PC55 > 0.7570109
PC78 <= 2.983765
-> class 0\|1 [0.966]
Rule 56/18: (94.5/2.3, lift 11.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 > 0.4868494
-> class 0\|1 [0.966]
Rule 56/19: (26.1, lift 11.8)
PC9 > -0.3399072
PC18 > 2.688645
PC56 > 1.207356
-> class 0\|1 [0.964]
Rule 56/20: (144.5/4.6, lift 11.7)
PC2 > 2.5099
PC3 <= 1.640775
PC11 <= 0.2325722
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC23 <= 1.092261
PC27 <= 0.4436942
PC39 > -1.410791
PC39 <= 0.6846656
PC40 > -0.5572135
PC46 <= 0.4829978
PC54 > -0.369269
PC78 > -1.105856
PC96 <= 1.474411
PC100 <= 0.2253348
-> class 0\|1 [0.962]
Rule 56/21: (33.9/0.5, lift 11.7)
PC9 <= -0.3399072
PC13 <= 10.54825
PC14 > -4.033647
PC18 > 3.699708
PC30 <= -0.2362545
-> class 0\|1 [0.959]
Rule 56/22: (30.2/0.4, lift 11.7)
PC2 > 2.5099
PC5 <= 1.598814
PC9 <= -0.3399072
PC18 > 0.7466545
PC18 <= 3.699708
PC37 > -3.626826
PC66 <= -1.034817
-> class 0\|1 [0.956]
Rule 56/23: (49.2/1.3, lift 11.7)
PC9 <= -0.3399072
PC14 > -4.033647
PC18 > 3.699708
PC44 > 0.3349312
-> class 0\|1 [0.955]
Rule 56/24: (93.4/3.5, lift 11.6)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.1314131
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC40 > -1.279901
PC46 > -1.308755
-> class 0\|1 [0.953]
Rule 56/25: (19.1, lift 11.6)
PC2 > 2.5099
PC7 <= -0.8794407
PC18 > 0.7466545
PC26 <= 0.6397903
PC64 > 0.2742126
PC79 <= 0.03697531
-> class 0\|1 [0.951]
Rule 56/26: (428.5/20.5, lift 11.6)
PC2 > 2.5099
PC6 <= 0.1895734
PC8 <= 0.281482
PC9 > -0.3399072
PC14 > -1.084544
PC18 > 0.7466545
PC18 <= 2.688645
PC24 <= 0.4785213
PC25 > -1.274015
PC42 <= 1.231999
PC43 > -2.217216
-> class 0\|1 [0.950]
Rule 56/27: (17.3, lift 11.6)
PC9 <= -0.3399072
PC17 > 5.149916
PC18 > 0.7466545
PC74 > -0.2277975
PC77 > -1.978147
-> class 0\|1 [0.948]
Rule 56/28: (51.9/1.9, lift 11.6)
PC2 > 2.5099
PC9 > -0.3399072
PC18 > 0.7466545
PC18 <= 2.688645
PC27 <= -0.1065589
PC42 > 1.231999
PC98 <= 0.6747627
-> class 0\|1 [0.947]
Rule 56/29: (50.4/1.9, lift 11.5)
PC2 > 2.5099
PC7 > -0.8794407
PC9 > -0.3399072
PC13 <= 0.3768614
PC14 > -1.084544
PC18 > 0.7466545
PC87 > 0.7819136
-> class 0\|1 [0.944]
Rule 56/30: (343.4/19.3, lift 11.5)
PC1 <= -0.5388431
PC2 > 2.5099
PC8 <= 0.281482
PC9 > -0.3399072
PC13 <= 6.443044
PC14 > -1.084544
PC18 > 0.7466545
PC18 <= 2.688645
PC34 <= 2.777889
PC42 <= 1.231999
PC47 > -0.5711572
-> class 0\|1 [0.941]
Rule 56/31: (13.7, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.598814
PC9 <= -0.3399072
PC18 > 0.7466545
PC18 <= 3.699708
PC23 > 0.2348323
-> class 0\|1 [0.936]
Rule 56/32: (44.1/2, lift 11.4)
PC9 <= -0.3399072
PC18 > 3.699708
PC37 > -3.626826
PC71 > 0.669768
-> class 0\|1 [0.936]
Rule 56/33: (13.2, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC18 > -0.8698823
PC39 > 3.769618
PC96 <= 1.474411
-> class 0\|1 [0.934]
Rule 56/34: (12.2, lift 11.3)
PC2 > 2.5099
PC18 > -0.8698823
PC18 <= 0.7466545
PC36 > 2.311666
PC40 <= -1.279901
-> class 0\|1 [0.930]
Rule 56/35: (50.4/4.1, lift 11.0)
PC2 > 2.5099
PC18 <= 0.7466545
PC46 > -1.308755
PC78 > 2.983765
PC79 > -0.2976363
-> class 0\|1 [0.903]
Rule 56/36: (8.1, lift 11.0)
PC2 > 2.5099
PC9 > -0.3399072
PC18 > 0.7466545
PC89 <= -1.9563
-> class 0\|1 [0.901]
Rule 56/37: (8.1, lift 11.0)
PC2 > 6.646436
PC7 > -0.8794407
PC9 > -0.3399072
PC13 > 0.3768614
PC18 > 2.688645
-> class 0\|1 [0.901]
Rule 56/38: (9.5/0.2, lift 11.0)
PC4 <= -7.82781
PC18 <= 0.7466545
PC94 > 0.9239887
-> class 0\|1 [0.900]
Rule 56/39: (6.6, lift 10.8)
PC7 <= -0.8794407
PC10 <= -4.33567
PC14 > -1.084544
PC18 > 2.688645
PC53 > -1.556006
-> class 0\|1 [0.884]
Rule 56/40: (6.5, lift 10.8)
PC9 > -0.3399072
PC13 > 7.685694
PC18 > 2.688645
-> class 0\|1 [0.883]
Rule 56/41: (10.9/0.5, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.82781
PC12 <= 2.273327
PC18 > -1.032622
PC18 <= -0.8698823
PC32 > -1.699559
PC44 > 0.6426864
PC46 <= 0.8917565
PC78 <= 2.983765
PC88 > -2.068007
-> class 0\|1 [0.880]
Rule 56/42: (15.7/1.1, lift 10.7)
PC7 > -0.8794407
PC18 > 2.688645
PC37 > -3.626826
PC49 <= -1.807779
PC56 <= 1.207356
-> class 0\|1 [0.879]
Rule 56/43: (8.4/0.7, lift 10.2)
PC9 > 0.3554316
PC18 > 2.688645
PC58 <= -0.7764863
-> class 0\|1 [0.838]
Rule 56/44: (15.4/1.9, lift 10.1)
PC2 > 2.5099
PC15 <= 0.787059
PC16 <= -0.5968707
PC18 > -1.830459
PC18 <= -0.8698823
-> class 0\|1 [0.831]
Rule 56/45: (22.9/3.2, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC40 > -1.279901
PC46 > 0.4829978
PC96 <= 1.474411
-> class 0\|1 [0.831]
Rule 56/46: (17.3/5.6, lift 8.0)
PC4 > -8.075097
PC7 > -0.8794407
PC9 > -0.3399072
PC9 <= 0.3554316
PC18 > 2.688645
PC40 <= -1.275773
PC58 <= -0.7764863
PC87 <= 0.7819136
-> class 0\|1 [0.656]
Rule 56/47: (18.6/8.7, lift 6.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1706467
PC18 > -0.8698823
PC18 <= 0.7466545
-> class 0\|1 [0.528]
Rule 56/48: (127.8, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.097243
PC7 > -0.7461469
PC12 <= 2.273327
PC16 > -0.5968707
PC18 > -1.830459
PC18 <= 0.7466545
PC38 <= 1.079081
PC40 > -2.798079
PC70 <= 0.8964675
PC72 <= -0.1475957
PC87 <= 0.1178906
-> class 0\|2 [0.992]
Rule 56/49: (106, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC36 <= 2.311666
PC40 <= -1.279901
PC43 <= 1.574691
PC46 > -1.308755
PC73 > -1.831343
-> class 0\|2 [0.991]
Rule 56/50: (94.7, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= 0.787059
PC18 > -1.830459
PC18 <= -0.8698823
PC32 > -1.699559
PC38 <= 1.079081
PC40 > -2.798079
PC44 <= 0.6426864
PC46 <= 0.8917565
PC68 > -0.3966005
PC80 > 0.2134809
PC88 > -2.068007
-> class 0\|2 [0.990]
Rule 56/51: (84.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7461469
PC15 <= 0.787059
PC18 > -1.830459
PC18 <= 0.7466545
PC28 > -1.436036
PC32 > -1.699559
PC38 <= 1.079081
PC44 <= 0.6426864
PC46 <= -0.2850535
PC88 > -2.068007
-> class 0\|2 [0.988]
Rule 56/52: (73.6, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.830459
PC18 <= -0.8698823
PC32 > -1.699559
PC38 <= 1.079081
PC64 <= -1.115341
PC80 <= 0.2134809
PC88 > -2.068007
-> class 0\|2 [0.987]
Rule 56/53: (81.6, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC39 <= 3.769618
PC40 > -1.279901
PC41 <= 0.1635489
PC46 <= 0.4829978
PC96 <= 1.474411
PC100 > 0.2253348
-> class 0\|2 [0.987]
Rule 56/54: (63.3, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 2.273327
PC18 > -1.830459
PC18 <= -0.8698823
PC37 <= -0.9426016
PC38 <= 1.079081
PC40 > -2.798079
PC46 <= 0.8917565
PC87 <= 0.1178906
PC88 > -2.068007
-> class 0\|2 [0.985]
Rule 56/55: (53.3, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7461469
PC18 > -1.830459
PC18 <= -0.8698823
PC38 <= 1.079081
PC46 <= 0.8917565
PC85 > 0.8236281
PC88 > -2.068007
-> class 0\|2 [0.982]
Rule 56/56: (64.9/0.3, lift 9.9)
PC3 <= 1.640775
PC12 <= 2.273327
PC16 > -0.5968707
PC18 > -1.830459
PC18 <= -1.032622
PC41 <= 0.3519818
PC44 > 0.6426864
PC46 <= 0.8917565
PC78 <= 2.983765
-> class 0\|2 [0.981]
Rule 56/57: (54, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC8 <= 0.1314131
PC12 <= 0.9428117
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC39 <= 3.769618
PC41 <= 0.1635489
PC46 <= 0.4829978
PC54 <= -0.369269
-> class 0\|2 [0.981]
Rule 56/58: (88/0.8, lift 9.9)
PC2 > 2.5099
PC18 > -1.830459
PC18 <= -0.8698823
PC32 > -1.699559
PC38 <= 1.079081
PC41 <= 0.3519818
PC46 <= 0.8917565
PC70 > 0.8964675
PC88 > -2.068007
-> class 0\|2 [0.980]
Rule 56/59: (46.6, lift 9.9)
PC4 <= -7.097243
PC18 > -1.830459
PC18 <= -0.8698823
PC94 <= 0.8571846
-> class 0\|2 [0.979]
Rule 56/60: (97.8/1.1, lift 9.9)
PC3 <= 1.640775
PC9 <= 0.6651683
PC15 > 0.787059
PC18 <= -0.8698823
PC31 <= 0.3634513
PC55 <= 0.7570109
PC78 <= 2.983765
PC82 <= 13.00687
PC92 <= 1.144037
-> class 0\|2 [0.979]
Rule 56/61: (42.1, lift 9.9)
PC3 <= 1.640775
PC12 <= 2.273327
PC18 > -1.830459
PC18 <= -0.8698823
PC28 <= -1.436036
PC38 <= 1.079081
PC70 <= 0.8964675
PC88 > -2.068007
-> class 0\|2 [0.977]
Rule 56/62: (36.8, lift 9.9)
PC2 > 7.73352
PC10 <= 1.202123
PC18 <= -0.8698823
PC40 > -2.798079
-> class 0\|2 [0.974]
Rule 56/63: (37.1, lift 9.9)
PC3 <= 1.640775
PC7 <= -0.7461469
PC16 > -0.5968707
PC18 <= -0.8698823
PC32 > -1.699559
PC44 <= 0.6426864
PC88 > -2.068007
-> class 0\|2 [0.974]
Rule 56/64: (39.7, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.1314131
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC40 > -1.279901
PC40 <= -0.5572135
PC41 <= 0.1635489
PC46 <= 0.4829978
PC96 <= 1.474411
-> class 0\|2 [0.974]
Rule 56/65: (34.7, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.1314131
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC23 > 1.092261
PC32 <= 0.4868494
PC39 <= 0.6846656
-> class 0\|2 [0.973]
Rule 56/66: (66/0.9, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC9 > 0.6749936
PC18 <= -0.8698823
PC46 > -1.308755
-> class 0\|2 [0.972]
Rule 56/67: (32.7, lift 9.8)
PC4 <= -5.219715
PC12 > 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
-> class 0\|2 [0.971]
Rule 56/68: (183/4.5, lift 9.8)
PC3 <= 1.640775
PC5 > 1.598814
PC9 <= -0.3399072
PC18 > 0.7466545
PC18 <= 3.699708
PC30 <= 4.755065
PC37 > -3.626826
PC84 > -2.63774
-> class 0\|2 [0.971]
Rule 56/69: (34.5/0.2, lift 9.8)
PC3 <= 1.640775
PC16 > -0.5968707
PC18 <= -0.8698823
PC38 <= 1.079081
PC43 <= -0.6222376
PC44 <= 0.6426864
PC46 <= 0.8917565
PC48 > -0.4256711
PC74 <= 0.3269454
PC87 <= 0.1178906
-> class 0\|2 [0.968]
Rule 56/70: (42.2/0.4, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7461469
PC12 <= 2.273327
PC18 > -1.830459
PC18 <= -0.8698823
PC38 <= 1.079081
PC70 <= 0.8964675
PC74 > 0.3269454
PC88 > -2.068007
-> class 0\|2 [0.968]
Rule 56/71: (47.7/0.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 2.273327
PC18 > -1.830459
PC18 <= -0.8698823
PC38 <= 1.079081
PC40 > -2.798079
PC41 <= 0.3519818
PC80 <= 0.2134809
PC87 > 0.1178906
PC88 > -2.068007
-> class 0\|2 [0.968]
Rule 56/72: (43.5/0.4, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC39 <= 3.769618
PC40 > -0.5572135
PC46 <= 0.4829978
PC78 <= -1.105856
-> class 0\|2 [0.968]
Rule 56/73: (108/2.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC38 <= 2.204804
PC67 <= 0.1357262
PC68 > -0.1126816
-> class 0\|2 [0.967]
Rule 56/74: (28, lift 9.8)
PC2 > 2.5099
PC9 > -0.3399072
PC18 > 0.7466545
PC18 <= 2.688645
PC27 > -0.1065589
PC42 > 1.231999
-> class 0\|2 [0.967]
Rule 56/75: (121.1/3.2, lift 9.8)
PC4 <= -7.82781
PC18 <= -0.8698823
PC45 > -0.2820089
PC94 <= 0.9239887
-> class 0\|2 [0.966]
Rule 56/76: (72.8/1.7, lift 9.7)
PC3 <= 1.640775
PC8 <= 0.04132327
PC18 <= -1.830459
PC25 <= -0.9022049
PC39 > -0.9164563
PC57 <= 1.419765
PC78 <= 2.983765
PC97 > -0.5422796
PC98 > 0.7917779
-> class 0\|2 [0.963]
Rule 56/77: (25.3, lift 9.7)
PC2 > 2.5099
PC15 > 0.787059
PC18 <= -0.8698823
PC30 > -2.259276
PC92 > 1.144037
-> class 0\|2 [0.963]
Rule 56/78: (26.5, lift 9.7)
PC3 <= 1.640775
PC10 <= 1.202123
PC18 <= -0.8698823
PC39 > -0.9164563
PC40 > -2.798079
PC51 > 1.038197
PC97 > -0.5422796
-> class 0\|2 [0.962]
Rule 56/79: (19, lift 9.6)
PC2 > 2.5099
PC18 <= 0.7466545
PC39 > -0.9164563
PC57 <= 1.419765
PC73 <= -2.457678
PC78 <= 2.983765
PC97 > -0.5422796
-> class 0\|2 [0.952]
Rule 56/80: (20.2, lift 9.6)
PC3 <= 1.640775
PC4 > -7.82781
PC8 <= 0.04132327
PC10 <= 1.202123
PC18 <= -0.8698823
PC38 > -0.3663746
PC39 > -0.9164563
PC78 <= 2.983765
PC81 > 0.5815757
PC97 > -0.5422796
-> class 0\|2 [0.952]
Rule 56/81: (121/5.2, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC27 > 0.4436942
PC32 <= 0.4868494
PC40 > -1.279901
PC41 <= 0.1635489
PC46 <= 0.4829978
PC96 <= 1.474411
-> class 0\|2 [0.950]
Rule 56/82: (17.7, lift 9.6)
PC3 <= 1.640775
PC9 <= 0.6749936
PC10 <= 1.202123
PC15 <= 0.787059
PC18 <= 0.7466545
PC39 > -0.9164563
PC57 <= 1.419765
PC63 <= -1.189818
PC78 > -1.048799
PC78 <= 2.983765
PC97 > -0.5422796
-> class 0\|2 [0.949]
Rule 56/83: (14.2, lift 9.5)
PC2 > 2.5099
PC14 <= -4.033647
PC18 > 0.7466545
PC84 > -2.63774
-> class 0\|2 [0.938]
Rule 56/84: (33.5/1.7, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.05703223
PC18 <= 0.7466545
PC28 > -0.2438734
PC91 <= -0.5300726
PC97 > -0.5422796
-> class 0\|2 [0.924]
Rule 56/85: (20.9/0.8, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.7466545
PC46 <= -1.308755
PC53 > 0.5008553
-> class 0\|2 [0.922]
Rule 56/86: (120.8/8.7, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 1.202123
PC18 <= -0.8698823
PC38 > -0.3663746
PC39 > -0.9164563
PC90 > 0.3089733
PC96 <= -0.04335828
PC97 > -0.5422796
PC98 <= 0.7917779
-> class 0\|2 [0.921]
Rule 56/87: (139.8/10.5, lift 9.3)
PC9 <= -0.3399072
PC18 > 1.44436
PC18 <= 3.699708
PC30 <= 4.755065
PC37 > -3.626826
PC66 > -1.034817
PC84 > -2.63774
-> class 0\|2 [0.919]
Rule 56/88: (10.2, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 1.202123
PC18 <= -0.8698823
PC30 <= 1.187067
PC32 > 2.253324
PC78 <= 2.983765
-> class 0\|2 [0.918]
Rule 56/89: (10.1, lift 9.3)
PC13 > -0.3535447
PC19 <= 0.3461967
PC20 <= -3.440173
PC46 <= -1.308755
PC53 <= 0.5008553
-> class 0\|2 [0.917]
Rule 56/90: (47/3.1, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.6749936
PC18 <= -0.8698823
PC32 <= -1.699559
PC40 > -2.798079
-> class 0\|2 [0.916]
Rule 56/91: (9.7, lift 9.3)
PC2 > 2.5099
PC3 > -1.239871
PC3 <= 1.640775
PC12 > 0.9428117
PC18 <= 0.7466545
PC96 <= 1.474411
-> class 0\|2 [0.915]
Rule 56/92: (8.5, lift 9.2)
PC2 > 2.5099
PC9 > -0.3399072
PC18 > 0.7466545
PC42 > 1.231999
PC98 > 0.6747627
-> class 0\|2 [0.905]
Rule 56/93: (23.7/1.5, lift 9.1)
PC2 > 2.5099
PC8 <= 0.1314131
PC12 <= 0.9428117
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC39 <= -1.410791
PC40 > -1.279901
PC46 <= 0.4829978
PC96 <= 1.474411
-> class 0\|2 [0.904]
Rule 56/94: (8.3, lift 9.1)
PC9 > -0.3399072
PC13 > 6.443044
PC18 > 0.7466545
PC18 <= 2.688645
-> class 0\|2 [0.903]
Rule 56/95: (116.7/10.9, lift 9.1)
PC3 <= 1.640775
PC4 > -7.82781
PC8 > 0.04132327
PC15 <= 0.787059
PC18 <= -1.830459
PC22 <= 1.843523
PC30 > -0.3790969
PC46 > -1.308755
PC78 <= 1.550604
PC79 <= 1.964593
-> class 0\|2 [0.899]
Rule 56/96: (38.6/3.4, lift 9.0)
PC3 <= 1.640775
PC18 <= -0.8698823
PC46 > -1.308755
PC52 > -0.6438452
PC78 > 2.983765
PC79 <= -0.2976363
-> class 0\|2 [0.891]
Rule 56/97: (10.6/0.6, lift 8.8)
PC11 <= 0.3006447
PC18 <= 0.7466545
PC66 <= -5.28003
PC82 <= 13.00687
PC97 <= -0.5422796
-> class 0\|2 [0.870]
Rule 56/98: (102.1/12.9, lift 8.8)
PC6 <= 0.1706467
PC11 <= 0.2325722
PC15 > -1.210525
PC18 > -0.8698823
PC18 <= 0.7466545
PC32 <= 0.4868494
PC39 > 0.6846656
PC39 <= 3.769618
PC46 <= 0.4829978
-> class 0\|2 [0.866]
Rule 56/99: (17.7/2.1, lift 8.5)
PC8 <= 0.04132327
PC10 <= 1.202123
PC18 <= -1.830459
PC30 > 1.187067
PC57 <= 1.419765
PC97 > -0.5422796
-> class 0\|2 [0.843]
Rule 56/100: (30.4/4.5, lift 8.4)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.3006447
PC40 > -2.798079
PC78 <= 2.983765
-> class 0\|2 [0.831]
Rule 56/101: (41.6/8.1, lift 8.0)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.82781
PC8 > 0.1142038
PC15 <= 0.787059
PC16 > -0.5968707
PC18 <= 0.7466545
PC43 > -0.6222376
PC44 <= 0.6426864
PC77 > -0.09728441
-> class 0\|2 [0.791]
Rule 56/102: (53.1/11.3, lift 7.9)
PC2 > 2.5099
PC8 <= 0.04132327
PC10 <= 1.202123
PC18 <= 0.7466545
PC38 > -0.3663746
PC38 <= -0.3057963
PC97 > -0.5422796
-> class 0\|2 [0.777]
Rule 56/103: (49.7/14.8, lift 7.0)
PC8 <= 0.04132327
PC18 <= -1.830459
PC57 > 1.419765
PC78 <= 2.983765
PC97 > -0.5422796
-> class 0\|2 [0.695]
Rule 56/104: (16.3/5.2, lift 6.7)
PC9 <= -0.3399072
PC13 > 10.54825
PC18 > 3.699708
PC74 > -0.2277975
-> class 0\|2 [0.660]
Rule 56/105: (82.6, lift 10.0)
PC2 <= 7.73352
PC4 > -7.82781
PC8 <= 0.04132327
PC15 <= 0.787059
PC18 <= -1.830459
PC30 <= 1.187067
PC38 <= -0.3663746
PC73 > -2.457678
PC97 > -0.5422796
PC98 <= 0.7917779
-> class 0\|3 [0.988]
Rule 56/106: (49.4/0.2, lift 9.9)
PC2 > 2.5099
PC15 > -1.210525
PC18 <= 0.7466545
PC38 > 2.204804
PC46 > -1.308755
-> class 0\|3 [0.976]
Rule 56/107: (31.9, lift 9.9)
PC2 > 2.5099
PC18 > 0.7466545
PC84 <= -2.63774
-> class 0\|3 [0.970]
Rule 56/108: (24.5/0.5, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC5 <= 1.598814
PC9 <= -0.3399072
PC18 > 0.7466545
PC18 <= 1.44436
PC23 <= 0.2348323
PC66 > -1.034817
-> class 0\|3 [0.942]
Rule 56/109: (8.7, lift 9.2)
PC1 > -0.430681
PC2 <= 2.5099
PC32 <= 1.178657
PC34 <= -1.096853
-> class 0\|3 [0.906]
Rule 56/110: (48.3/4.5, lift 9.1)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > 0.9428117
PC18 <= 0.7466545
PC67 > 0.1357262
PC96 <= 1.474411
-> class 0\|3 [0.892]
Rule 56/111: (21.6/6.4, lift 7.0)
PC2 > 2.5099
PC18 > 0.7466545
PC37 <= -3.626826
-> class 0\|3 [0.687]
Rule 56/112: (4065.5/2190.3, lift 4.7)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= 0.7466545
-> class 0\|3 [0.461]
Rule 56/113: (67.8, lift 22.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7970304
PC9 > 0.005734538
PC16 <= 0.157748
PC19 > -1.677214
PC67 <= -0.1808982
-> class 1\|0 [0.986]
Rule 56/114: (60.4, lift 22.5)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC16 <= -0.8879908
PC44 <= -0.1987325
PC65 > -0.1389549
PC86 <= 0.5985463
-> class 1\|0 [0.984]
Rule 56/115: (83.8/0.4, lift 22.5)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC30 <= -0.1461621
PC65 > -0.1389549
PC94 <= 0.03857326
-> class 1\|0 [0.983]
Rule 56/116: (55.1, lift 22.4)
PC3 > 1.640775
PC16 <= -0.8879908
PC41 <= 0.4214479
PC46 > 0.9321272
PC47 > -0.295758
PC65 > -0.1389549
PC86 <= 0.5985463
-> class 1\|0 [0.982]
Rule 56/117: (55.8, lift 22.4)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC15 > 0.1387699
PC29 > 0.1593131
PC39 > -0.08702994
PC47 > -0.295758
PC65 > -0.1389549
PC94 <= 0.03857326
-> class 1\|0 [0.982]
Rule 56/118: (85.4/0.7, lift 22.4)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.771849
PC8 > -3.691019
PC18 <= 0.2394166
PC30 <= 0.1474954
PC53 > -1.75255
PC57 > -0.6109267
PC71 > -0.6739998
-> class 1\|0 [0.980]
Rule 56/119: (44.6, lift 22.3)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC40 > -1.069029
PC47 > -0.295758
PC93 <= -0.3498996
PC94 <= 0.03857326
-> class 1\|0 [0.979]
Rule 56/120: (28.5, lift 22.0)
PC1 > -0.430681
PC2 <= 2.5099
PC5 > -0.5831417
PC18 > 0.2394166
PC38 > -0.03375482
-> class 1\|0 [0.966]
Rule 56/121: (84.9/2.1, lift 22.0)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.691019
PC18 <= 0.2394166
PC34 <= -1.096853
PC45 <= 0.3584128
PC63 > -0.6679831
PC68 > -2.296012
PC91 > -0.520488
-> class 1\|0 [0.964]
Rule 56/122: (39.4/1.6, lift 21.4)
PC3 > 1.640775
PC8 > -3.622398
PC39 > -0.08702994
PC40 <= -1.069029
PC47 > -0.295758
PC65 > -0.1389549
-> class 1\|0 [0.937]
Rule 56/123: (12.4, lift 21.3)
PC2 > 2.5099
PC3 > 1.640775
PC39 > -0.08702994
PC41 > 0.4214479
PC47 > -0.295758
PC65 > -0.1389549
-> class 1\|0 [0.931]
Rule 56/124: (54.8/3.5, lift 21.0)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.622398
PC26 <= -0.002300807
PC32 > 0.8635185
PC39 > -0.08702994
-> class 1\|0 [0.921]
Rule 56/125: (67.5/7.4, lift 20.1)
PC1 > -0.430681
PC8 <= 1.67632
PC9 > 0.005734538
PC16 <= 0.157748
PC18 <= 0.2394166
PC21 > 0.5701441
-> class 1\|0 [0.879]
Rule 56/126: (5, lift 19.6)
PC3 > 1.640775
PC16 <= -0.8879908
PC30 > 0.6928266
PC39 > -0.08702994
PC47 > -0.295758
PC65 > -0.1389549
-> class 1\|0 [0.858]
Rule 56/127: (638.1/238.1, lift 14.3)
PC1 > -0.430681
PC12 > 2.673064
PC96 <= 0.8500094
-> class 1\|0 [0.626]
Rule 56/128: (142, lift 15.9)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC26 > -0.002300807
PC30 > -0.1461621
PC39 > -0.08702994
PC41 <= 0.4214479
PC44 > -0.1987325
PC46 <= 0.9321272
PC47 > -0.295758
-> class 1\|1 [0.993]
Rule 56/129: (100.9, lift 15.9)
PC6 > 7.447846
PC12 > 2.673064
PC46 <= 2.568
-> class 1\|1 [0.990]
Rule 56/130: (88.4, lift 15.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC86 > 0.5985463
-> class 1\|1 [0.989]
Rule 56/131: (71.2, lift 15.8)
PC3 > 1.640775
PC16 <= -0.8879908
PC30 > -0.1461621
PC39 <= -0.08702994
PC44 > -0.1987325
-> class 1\|1 [0.986]
Rule 56/132: (134/1, lift 15.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7970304
PC6 > -1.771849
PC8 <= 1.67632
PC9 > 0.005734538
PC12 <= 2.673064
PC19 > -1.677214
PC21 <= 0.5701441
PC34 > -1.096853
PC67 > -0.1808982
PC94 > -0.1832531
-> class 1\|1 [0.985]
Rule 56/133: (57.7, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC47 <= -0.295758
-> class 1\|1 [0.983]
Rule 56/134: (146.5/1.6, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC65 <= -0.1389549
-> class 1\|1 [0.982]
Rule 56/135: (44.6, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= -0.8879908
PC44 > -0.1987325
PC94 > 0.03857326
-> class 1\|1 [0.979]
Rule 56/136: (41.4, lift 15.6)
PC2 > 2.5099
PC8 <= -3.622398
PC16 <= -0.8879908
-> class 1\|1 [0.977]
Rule 56/137: (104.6/1.8, lift 15.6)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.771849
PC8 > -3.691019
PC12 <= 2.673064
PC24 > -2.279944
PC30 > 0.1474954
PC53 > -1.75255
PC71 > -0.6739998
-> class 1\|1 [0.974]
Rule 56/138: (37.8/0.6, lift 15.4)
PC1 > -0.430681
PC12 > 2.673064
PC53 > -1.392838
PC88 > 0.05749534
PC96 <= 0.8500094
-> class 1\|1 [0.960]
Rule 56/139: (71.8/2.1, lift 15.3)
PC6 > 4.420737
PC6 <= 7.447846
PC8 <= 0.9544607
PC12 > 2.673064
PC19 <= 1.935182
PC62 > -0.1267689
-> class 1\|1 [0.957]
Rule 56/140: (24.5/0.2, lift 15.3)
PC2 <= 2.5099
PC4 <= -2.37048
PC66 <= -0.3283635
-> class 1\|1 [0.956]
Rule 56/141: (61.6/1.8, lift 15.3)
PC2 > 1.363421
PC2 <= 2.5099
PC8 <= 3.504808
PC18 <= 0.2394166
PC45 > -14.63849
PC45 <= -0.488315
-> class 1\|1 [0.956]
Rule 56/142: (118.7/4.6, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC16 > -0.8879908
PC22 > -2.091307
PC53 <= 1.129563
PC63 > -1.577697
PC75 <= 0.5502223
PC83 > -0.5257682
-> class 1\|1 [0.954]
Rule 56/143: (22.2/0.5, lift 15.0)
PC2 <= 2.5099
PC6 > -1.771849
PC8 > -3.691019
PC18 <= 0.2394166
PC32 > 1.178657
PC34 <= -1.096853
PC63 <= -0.6679831
-> class 1\|1 [0.936]
Rule 56/144: (186.6/12.4, lift 14.9)
PC3 > 1.640775
PC15 > 0.1387699
PC29 <= 0.1593131
PC30 > -0.1461621
PC30 <= 0.6928266
PC32 <= 0.8635185
PC40 > -1.069029
PC41 <= 0.4214479
PC44 > -0.1987325
PC46 <= 0.9321272
PC93 > -0.3498996
-> class 1\|1 [0.929]
Rule 56/145: (32/1.7, lift 14.7)
PC1 > -0.430681
PC6 <= -1.771849
PC8 > -3.691019
PC18 <= 0.2394166
PC24 > -2.279944
PC53 > -1.75255
PC57 <= -0.6109267
PC71 > -0.6739998
-> class 1\|1 [0.920]
Rule 56/146: (38.9/3.3, lift 14.3)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.2796527
PC12 <= -0.03461245
PC18 > 0.2394166
PC60 <= 0.7526923
-> class 1\|1 [0.895]
Rule 56/147: (44.8/4.2, lift 14.2)
PC1 > -0.430681
PC12 > 2.673064
PC46 <= -2.868862
-> class 1\|1 [0.888]
Rule 56/148: (6.9, lift 14.2)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.691019
PC62 > 2.082631
-> class 1\|1 [0.887]
Rule 56/149: (6.9, lift 14.2)
PC1 > -0.430681
PC12 > 2.673064
PC21 <= -1.379812
-> class 1\|1 [0.887]
Rule 56/150: (6.3, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC34 <= -1.096853
PC45 > 0.3584128
-> class 1\|1 [0.879]
Rule 56/151: (42.8/4.5, lift 14.0)
PC1 > -0.430681
PC2 <= 2.5099
PC5 > -0.5831417
PC18 > 0.2394166
PC18 <= 1.451876
PC38 <= -0.03375482
-> class 1\|1 [0.877]
Rule 56/152: (21.9/5.5, lift 11.7)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1387699
PC25 > 0.1401676
-> class 1\|1 [0.728]
Rule 56/153: (12.8/3.8, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC37 > 1.185706
-> class 1\|1 [0.678]
Rule 56/154: (101.7/51.4, lift 7.9)
PC3 > 0.7970304
PC8 > -3.691019
PC18 <= 0.2394166
PC46 <= 1.492033
PC48 > 0.6985834
-> class 1\|1 [0.495]
Rule 56/155: (77.2/0.4, lift 16.1)
PC2 > 2.5099
PC3 > 1.640775
PC12 <= -0.314232
PC15 <= 0.1387699
-> class 1\|2 [0.983]
Rule 56/156: (20.4, lift 15.7)
PC6 > -1.771849
PC16 > 8.564738
PC45 > -0.488315
-> class 1\|2 [0.955]
Rule 56/157: (24.3/0.2, lift 15.7)
PC2 > 2.5099
PC3 > 1.640775
PC16 > -0.8879908
PC53 > 1.129563
-> class 1\|2 [0.955]
Rule 56/158: (178.1/7.3, lift 15.6)
PC1 > -0.430681
PC3 <= 0.7970304
PC6 > -1.771849
PC18 <= 0.2394166
PC19 <= -1.677214
PC20 > -0.1762144
PC29 > -0.05897523
PC79 <= 0.5068917
-> class 1\|2 [0.954]
Rule 56/159: (19.4, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC16 > -0.8879908
PC83 <= -0.5257682
-> class 1\|2 [0.953]
Rule 56/160: (20, lift 15.6)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1387699
PC25 <= 0.1401676
PC40 > 0.4286522
-> class 1\|2 [0.952]
Rule 56/161: (16, lift 15.5)
PC3 > 1.640775
PC15 > 0.1387699
PC16 > -0.8879908
PC22 <= -2.091307
-> class 1\|2 [0.944]
Rule 56/162: (158.2/9.7, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1387699
PC25 <= 0.1401676
PC38 <= 0.162148
-> class 1\|2 [0.933]
Rule 56/163: (12.6, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC15 <= 0.1387699
PC43 <= -1.218254
-> class 1\|2 [0.932]
Rule 56/164: (10.9, lift 15.1)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC16 > -0.8879908
PC63 <= -1.577697
-> class 1\|2 [0.923]
Rule 56/165: (9.1, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 0.1387699
PC16 > -0.8879908
PC75 > 0.5502223
-> class 1\|2 [0.910]
Rule 56/166: (34.9/2.4, lift 14.9)
PC1 > -0.430681
PC8 <= -3.691019
PC19 <= -1.607163
-> class 1\|2 [0.909]
Rule 56/167: (8.1, lift 14.8)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7970304
PC12 <= 2.673064
PC16 <= 0.157748
PC18 <= 0.2394166
PC21 <= 0.5701441
PC88 <= 0.2254738
PC94 <= -0.1832531
-> class 1\|2 [0.901]
Rule 56/168: (36.1/10, lift 11.7)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.691019
PC18 <= 0.2394166
PC34 <= -1.096853
PC68 <= -2.296012
-> class 1\|2 [0.711]
Rule 56/169: (1451.6/743.4, lift 8.0)
PC2 <= 2.5099
PC3 > 0.7970304
PC6 > -1.771849
PC12 <= 2.673064
PC18 <= 0.2394166
PC34 > -1.096853
-> class 1\|2 [0.488]
Rule 56/170: (68.2, lift 15.2)
PC2 <= 2.5099
PC3 > 0.7970304
PC11 > -1.715926
PC22 > -0.2595387
PC46 <= 1.492033
PC66 > -0.3283635
PC73 <= -0.4299345
PC78 > -0.3472794
-> class 1\|3 [0.986]
Rule 56/171: (62.6, lift 15.2)
PC2 <= 2.5099
PC3 > 0.7970304
PC11 > -1.715926
PC18 <= 0.2394166
PC22 > -0.2595387
PC66 > -0.3283635
PC73 <= -0.4299345
PC100 <= -0.009884551
-> class 1\|3 [0.985]
Rule 56/172: (55.6, lift 15.1)
PC2 <= 2.5099
PC3 > 0.7970304
PC11 > -1.715926
PC45 > -0.488315
PC68 <= 0.4048185
PC90 <= -0.8321912
-> class 1\|3 [0.983]
Rule 56/173: (93.7/1.6, lift 15.0)
PC2 <= 2.5099
PC3 > 0.7970304
PC11 > -1.715926
PC22 > -0.2595387
PC46 <= 1.492033
PC66 > -0.3283635
PC73 <= -0.4299345
PC87 <= -0.06504271
-> class 1\|3 [0.973]
Rule 56/174: (226.8/5.3, lift 15.0)
PC3 > 0.7970304
PC4 > -1.636041
PC6 > -1.771849
PC8 <= 3.504808
PC14 > -0.7079821
PC45 > -0.488315
PC46 <= 1.492033
PC48 <= 0.6985834
PC52 <= 0.04025808
PC66 > -0.3283635
PC68 <= 0.4048185
-> class 1\|3 [0.972]
Rule 56/175: (77.7/2, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.314232
PC25 <= 0.1401676
PC38 > 0.162148
PC40 <= 0.4286522
PC43 > -1.218254
-> class 1\|3 [0.963]
Rule 56/176: (352/12.8, lift 14.8)
PC2 <= 2.5099
PC3 > 0.7970304
PC4 > -1.636041
PC6 > -1.771849
PC8 <= 3.504808
PC14 > -0.7079821
PC18 <= 0.2394166
PC21 > -1.599405
PC24 <= 2.195375
PC45 > -0.488315
PC46 <= 1.492033
PC48 <= 0.6985834
PC57 > -0.01634588
PC66 > -0.3283635
PC68 <= 0.4048185
PC77 > -0.2333818
-> class 1\|3 [0.961]
Rule 56/177: (434.3/18.2, lift 14.7)
PC2 <= 2.5099
PC3 > 0.7970304
PC4 > -1.636041
PC6 > -1.771849
PC8 <= 3.504808
PC14 > -0.7079821
PC16 <= 8.564738
PC21 > -1.599405
PC24 <= 2.195375
PC45 > -0.488315
PC46 <= 1.492033
PC47 <= 0.5301671
PC48 <= 0.6985834
PC66 > -0.3283635
PC68 <= 0.4048185
PC77 > -0.2333818
-> class 1\|3 [0.956]
Rule 56/178: (19.2, lift 14.7)
PC1 > -0.430681
PC11 > -1.715926
PC12 <= 2.673064
PC23 > 2.756399
PC73 <= -0.4299345
-> class 1\|3 [0.953]
Rule 56/179: (58.7/2.4, lift 14.5)
PC3 > 0.7970304
PC9 <= -2.996349
PC45 > -0.488315
-> class 1\|3 [0.945]
Rule 56/180: (67.3/2.9, lift 14.5)
PC1 > -0.430681
PC2 <= 2.5099
PC8 > -3.691019
PC11 > -1.715926
PC18 <= 0.2394166
PC22 > -0.2595387
PC28 <= -0.2330036
PC46 <= 1.492033
PC66 > -0.3283635
PC73 <= -0.4299345
-> class 1\|3 [0.944]
Rule 56/181: (10.3, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7970304
PC8 > -3.691019
PC34 > -1.096853
PC79 > 0.5068917
-> class 1\|3 [0.919]
Rule 56/182: (10.1, lift 14.1)
PC1 > -0.430681
PC2 <= 2.5099
PC3 <= 0.7970304
PC6 > -1.771849
PC9 > 0.005734538
PC16 > 0.157748
PC18 <= 0.2394166
PC19 > -1.677214
PC34 > -1.096853
-> class 1\|3 [0.918]
Rule 56/183: (17.8/0.6, lift 14.1)
PC1 > -0.430681
PC6 > -1.771849
PC8 > -3.691019
PC8 <= 3.504808
PC34 <= -0.7337384
PC46 > 1.492033
PC66 > -0.3283635
-> class 1\|3 [0.918]
Rule 56/184: (9.9, lift 14.1)
PC2 <= 2.5099
PC3 > 0.7970304
PC7 > 3.625223
PC18 <= 0.2394166
-> class 1\|3 [0.916]
Rule 56/185: (7.4, lift 13.8)
PC1 > -0.430681
PC66 > -0.3840364
PC66 <= -0.3833434
-> class 1\|3 [0.893]
Rule 56/186: (7.2, lift 13.7)
PC2 <= 2.5099
PC45 <= -14.63849
-> class 1\|3 [0.891]
Rule 56/187: (53.1/10.3, lift 12.2)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.771849
PC24 <= -2.279944
-> class 1\|3 [0.795]
Rule 56/188: (27.6/5.7, lift 11.9)
PC1 > -0.430681
PC3 <= 0.7970304
PC6 > -1.771849
PC8 > -3.691019
PC19 <= -1.677214
PC20 > -0.1762144
PC29 <= -0.05897523
-> class 1\|3 [0.774]
Rule 56/189: (121.2, lift 13.9)
PC8 > 1.133566
PC9 <= 4.312541
PC11 > -0.7143264
PC21 > 1.624172
PC46 <= 1.480478
PC60 > 0.1339774
PC96 > -0.3250072
-> class 2\|0 [0.992]
Rule 56/190: (106.8, lift 13.9)
PC2 <= 2.5099
PC5 <= 1.720417
PC8 > 1.133566
PC9 <= 4.312541
PC11 > -0.7143264
PC28 <= 0.1387225
PC46 <= 1.480478
PC64 <= -0.6970733
PC72 <= 0.7975831
PC96 > -0.3250072
PC99 > -1.937239
-> class 2\|0 [0.991]
Rule 56/191: (59.2, lift 13.8)
PC8 > 1.133566
PC9 <= 4.312541
PC11 > -0.7143264
PC20 <= 0.1084642
PC31 > 1.075684
PC46 <= 1.480478
PC60 > -0.6551447
PC72 <= 0.7975831
PC99 > -1.937239
-> class 2\|0 [0.984]
Rule 56/192: (55.6/0.8, lift 13.6)
PC1 > -0.430681
PC6 <= -1.771849
PC8 > -3.691019
PC44 > 0.8094363
PC53 <= -1.75255
PC71 > -0.7803868
-> class 2\|0 [0.970]
Rule 56/193: (10.4, lift 12.9)
PC1 <= -0.430681
PC8 > -0.5530638
PC8 <= 1.133566
PC19 <= -0.654503
PC22 > -0.8826448
PC63 > -0.3072663
PC98 > 0.6355718
-> class 2\|0 [0.919]
Rule 56/194: (30.8/1.8, lift 12.8)
PC1 <= -0.430681
PC8 > 1.133566
PC17 > 0.4888273
PC20 <= 0.1084642
PC97 <= 1.092535
-> class 2\|0 [0.915]
Rule 56/195: (84.2/7, lift 12.7)
PC1 <= -0.430681
PC8 > 5.900245
PC20 <= 0.1084642
-> class 2\|0 [0.908]
Rule 56/196: (7.7, lift 12.6)
PC1 > -0.430681
PC3 <= 0.7970304
PC6 > -1.771849
PC8 > -3.691019
PC19 <= -1.677214
PC20 <= -0.1762144
-> class 2\|0 [0.897]
Rule 56/197: (8.7/1.2, lift 11.1)
PC2 <= 2.5099
PC8 > 1.133566
PC11 > -0.7143264
PC20 <= 0.1084642
PC60 <= -0.6551447
PC96 > -0.3250072
PC96 <= -0.2108787
-> class 2\|0 [0.791]
Rule 56/198: (15.2/4.1, lift 9.8)
PC1 <= -0.430681
PC8 > 1.133566
PC20 <= 0.1084642
PC53 > 1.350025
PC96 > -0.3250072
PC99 > -1.937239
-> class 2\|0 [0.701]
Rule 56/199: (8.1/2.9, lift 8.7)
PC1 <= -0.430681
PC8 > 1.133566
PC20 > 0.1084642
PC65 > 0.7549822
-> class 2\|0 [0.618]
Rule 56/200: (1197/484.8, lift 8.3)
PC1 <= -0.430681
PC8 > 1.133566
PC11 > -0.7143264
PC20 <= 0.1084642
PC60 > -0.6551447
PC72 <= 0.7975831
PC96 > -0.3250072
PC99 > -1.937239
-> class 2\|0 [0.595]
Rule 56/201: (1031.4/449.2, lift 7.9)
PC2 <= 2.5099
PC5 <= -0.5831417
PC12 > -0.03461245
PC18 > 0.2394166
PC23 > -0.4075667
-> class 2\|0 [0.564]
Rule 56/202: (309.2, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.133566
PC8 <= 4.150665
PC19 > -2.000515
PC20 <= 0.1084642
PC31 <= 1.075684
PC32 <= 0.9619102
PC53 <= 0.9950042
PC60 <= 0.1339774
PC97 <= 1.092535
-> class 2\|1 [0.997]
Rule 56/203: (262.1/0.7, lift 10.5)
PC1 <= -0.430681
PC8 > 1.133566
PC8 <= 5.900245
PC17 <= 0.4888273
PC20 <= 0.1084642
PC53 <= 1.350025
PC60 <= -0.6551447
PC96 > -0.2108787
-> class 2\|1 [0.993]
Rule 56/204: (116.6, lift 10.4)
PC8 > 1.133566
PC12 <= -1.842187
PC20 <= 0.1084642
PC59 <= 0.3458907
PC96 > -0.3250072
-> class 2\|1 [0.992]
Rule 56/205: (101.4, lift 10.4)
PC1 <= -0.430681
PC8 > 1.133566
PC10 > -0.1255139
PC28 > 0.1387225
PC60 > -0.6551447
-> class 2\|1 [0.990]
Rule 56/206: (98.2, lift 10.4)
PC1 <= -0.430681
PC5 > 0.1923507
PC8 > 1.133566
PC20 <= 0.1084642
PC46 > 1.480478
PC72 <= 0.7975831
PC97 <= 1.092535
-> class 2\|1 [0.990]
Rule 56/207: (80, lift 10.4)
PC1 <= -0.430681
PC8 > 2.304939
PC12 <= 1.022297
PC20 > 0.1084642
PC40 > -1.402037
-> class 2\|1 [0.988]
Rule 56/208: (79.7, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC19 > -0.654503
PC22 > -0.8826448
PC37 <= 1.185706
PC39 > 0.3146409
PC44 > -1.997401
PC59 > -0.6592996
PC66 <= 0.7529911
PC69 <= -0.02295945
-> class 2\|1 [0.987]
Rule 56/209: (53.2, lift 10.3)
PC1 <= -0.430681
PC8 > 1.133566
PC9 > 4.312541
-> class 2\|1 [0.982]
Rule 56/210: (49.3, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 4.150665
PC20 <= 0.1084642
PC32 > 0.9619102
PC70 <= -0.2030582
-> class 2\|1 [0.981]
Rule 56/211: (233.2/3.6, lift 10.3)
PC1 <= -1.163722
PC8 > 1.133566
PC8 <= 4.150665
PC19 > -2.000515
PC20 <= 0.1084642
PC21 <= 1.624172
PC31 > -0.4382642
PC31 <= 1.075684
PC32 > -2.616977
PC32 <= 0.9619102
PC45 <= 0.4565136
PC57 <= 0.9949872
PC64 > -0.6970733
PC72 <= 0.7975831
PC82 <= 0.03487126
PC94 > -0.7425895
PC96 > -0.3250072
-> class 2\|1 [0.980]
Rule 56/212: (39.5, lift 10.3)
PC1 <= -0.430681
PC8 > 4.150665
PC21 <= -0.0501677
-> class 2\|1 [0.976]
Rule 56/213: (35.9, lift 10.2)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.771849
PC8 > -3.691019
PC44 > 0.8094363
PC71 <= -0.7803868
-> class 2\|1 [0.974]
Rule 56/214: (32.9, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC19 > -0.654503
PC22 > -0.8826448
PC24 <= 0.4929676
PC32 > 0.771328
PC37 <= 1.185706
-> class 2\|1 [0.971]
Rule 56/215: (72.9/1.3, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC22 > -0.8826448
PC37 <= 1.185706
PC80 > 1.297174
-> class 2\|1 [0.970]
Rule 56/216: (249.9/7.3, lift 10.2)
PC1 <= -0.430681
PC8 > 1.133566
PC11 <= -0.7143264
PC20 <= 0.1084642
PC72 <= 0.7975831
PC96 > -0.3250072
-> class 2\|1 [0.967]
Rule 56/217: (27.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.4070493
PC8 > -0.5530638
PC8 <= 1.133566
PC19 > -0.654503
PC22 > -0.8826448
-> class 2\|1 [0.966]
Rule 56/218: (27.3, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 <= -0.4850174
PC8 <= 1.133566
PC37 <= 1.185706
-> class 2\|1 [0.966]
Rule 56/219: (202.3/6.4, lift 10.1)
PC1 <= -0.430681
PC8 > 1.133566
PC12 <= 1.022297
PC20 > 0.1084642
PC40 > -1.402037
PC51 <= 0.3657723
PC55 <= 0.4017723
PC65 <= 0.7549822
PC73 > -0.9408165
PC81 > -0.4633513
PC89 > -0.498718
-> class 2\|1 [0.964]
Rule 56/220: (21, lift 10.1)
PC1 <= -0.430681
PC8 > 1.133566
PC20 > 0.1084642
PC40 > -1.402037
PC55 > 0.4017723
PC88 > 0.2031477
-> class 2\|1 [0.957]
Rule 56/221: (38.5/0.8, lift 10.1)
PC1 <= -0.430681
PC5 > 1.720417
PC8 > 1.133566
-> class 2\|1 [0.956]
Rule 56/222: (19.8, lift 10.0)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= -0.5831417
PC8 > 0.1080783
PC9 <= -0.2796527
PC12 <= -0.03461245
PC18 > 0.2394166
-> class 2\|1 [0.954]
Rule 56/223: (28/1.2, lift 9.8)
PC1 <= -0.430681
PC8 > 4.150665
PC91 <= -0.2144246
-> class 2\|1 [0.928]
Rule 56/224: (29.5/1.3, lift 9.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 4.150665
PC29 > 0.004281029
PC32 > 0.9619102
-> class 2\|1 [0.927]
Rule 56/225: (52.9/3.5, lift 9.7)
PC1 <= -0.430681
PC8 > -0.5530638
PC8 <= 1.133566
PC19 <= -0.654503
PC22 > -0.8826448
PC49 <= 0.389219
PC63 > -0.3072663
PC88 <= 0.4816513
PC98 <= 0.6355718
-> class 2\|1 [0.918]
Rule 56/226: (44.7/3, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC9 <= 4.312541
PC11 > -0.7143264
PC28 <= 0.1387225
PC59 > 0.3458907
PC60 > -0.6551447
PC72 <= 0.7975831
-> class 2\|1 [0.913]
Rule 56/227: (9.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.133566
PC40 <= -1.402037
PC62 > 0.4033738
-> class 2\|1 [0.913]
Rule 56/228: (23.1/1.2, lift 9.6)
PC1 > -0.430681
PC3 <= 0.7970304
PC6 > -1.771849
PC8 > 0.05853367
PC9 <= 0.005734538
PC18 <= 0.2394166
PC19 > -1.677214
-> class 2\|1 [0.912]
Rule 56/229: (9.4, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC22 <= -0.8826448
PC45 > 0.3833095
-> class 2\|1 [0.912]
Rule 56/230: (90.2/7.5, lift 9.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC14 <= 2.695498
PC61 <= 0.2158901
PC73 <= -1.404115
-> class 2\|1 [0.908]
Rule 56/231: (8, lift 9.5)
PC8 <= -0.5530638
PC14 > 2.695498
PC100 > 3.380966
-> class 2\|1 [0.900]
Rule 56/232: (6.7, lift 9.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC45 <= -1.020083
-> class 2\|1 [0.884]
Rule 56/233: (178.1/21.8, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 0.5344445
PC22 <= -0.8826448
PC84 > 0.2733687
-> class 2\|1 [0.874]
Rule 56/234: (55/6.4, lift 9.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC32 > 1.080204
PC37 <= 1.185706
-> class 2\|1 [0.871]
Rule 56/235: (7.5/0.3, lift 9.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC20 <= -0.09974828
PC22 <= -0.8826448
PC40 <= 0.8515924
-> class 2\|1 [0.863]
Rule 56/236: (171.5/23.8, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC19 > -0.654503
PC22 > -0.8794802
PC27 > 0.00821581
PC32 <= 0.771328
PC37 <= 1.185706
PC44 <= 0.5747223
PC56 <= 0.3431815
-> class 2\|1 [0.857]
Rule 56/237: (63.2/12.5, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC19 > -0.654503
PC59 <= -0.6592996
-> class 2\|1 [0.793]
Rule 56/238: (28.4/5.6, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC45 > 0.3671404
PC59 > -0.6592996
-> class 2\|1 [0.782]
Rule 56/239: (50.1/19.1, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC49 <= -2.565507
-> class 2\|1 [0.615]
Rule 56/240: (27.7/10.7, lift 6.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC22 <= -0.8826448
PC40 <= 0.8515924
PC65 <= -0.02728111
PC67 <= 0.01111175
PC84 <= 0.2733687
-> class 2\|1 [0.605]
Rule 56/241: (58.9/23.9, lift 6.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > 1.133566
PC72 > 0.7975831
-> class 2\|1 [0.592]
Rule 56/242: (177.7/0.5, lift 11.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4324302
PC8 > -3.393956
PC8 <= -0.5530638
PC12 <= 5.207104
PC46 > -0.2235873
PC60 <= 0.3400252
PC63 > 0.1578914
PC87 <= 1.123386
-> class 2\|2 [0.992]
Rule 56/243: (136.9/0.6, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4324302
PC8 > -3.393956
PC8 <= -0.5530638
PC11 > -3.105505
PC12 <= 5.207104
PC19 > -3.651395
PC40 <= -0.693933
PC60 <= 0.3400252
-> class 2\|2 [0.989]
Rule 56/244: (53.3, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4324302
PC8 > -3.393956
PC8 <= -0.5530638
PC46 > -0.2235873
PC60 <= 0.3400252
PC84 <= -0.5682877
PC98 <= 0.2687056
-> class 2\|2 [0.982]
Rule 56/245: (41.7, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC22 <= -0.8826448
PC32 <= 1.080204
PC40 <= 0.8515924
PC65 > -0.02728111
PC67 <= 0.01111175
-> class 2\|2 [0.977]
Rule 56/246: (364/8.4, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4850174
PC8 > -0.5530638
PC8 <= 1.133566
PC20 > -0.09974828
PC22 <= -0.8826448
PC32 <= 1.080204
PC40 <= 0.8515924
PC45 > -1.020083
PC45 <= 0.3833095
PC67 > 0.01111175
PC84 <= 0.2733687
-> class 2\|2 [0.974]
Rule 56/247: (37.3, lift 10.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC18 > -0.4108541
PC19 > -0.654503
PC22 > -0.8826448
PC24 > 0.4929676
PC80 <= 1.297174
-> class 2\|2 [0.972]
Rule 56/248: (29.9, lift 10.8)
PC8 > -3.393956
PC8 <= -0.5530638
PC37 <= 1.3249
PC41 > 5.136146
PC51 <= 0.8919192
PC60 <= 0.3400252
-> class 2\|2 [0.969]
Rule 56/249: (89.8/1.9, lift 10.8)
PC1 <= -0.430681
PC8 > -3.393956
PC11 > -3.105505
PC19 > 3.164775
PC40 > -0.693933
PC46 > -0.2235873
PC52 <= 0.2176888
PC60 <= 0.3400252
PC73 > -1.404115
PC84 > -0.5682877
-> class 2\|2 [0.968]
Rule 56/250: (54.8/1, lift 10.8)
PC1 <= -0.430681
PC8 > 1.133566
PC20 > 0.1084642
PC40 <= -1.402037
PC62 <= 0.4033738
-> class 2\|2 [0.965]
Rule 56/251: (27.1, lift 10.7)
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC32 <= 0.771328
PC39 > 0.3146409
PC44 <= -1.997401
PC59 > -0.6592996
PC80 <= 1.297174
-> class 2\|2 [0.963]
Rule 56/252: (28.1/0.1, lift 10.7)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.5530638
PC37 <= 1.3249
PC46 > -0.2235873
PC60 <= 0.3400252
PC63 <= 0.1578914
PC77 > 0.7522998
PC98 <= 0.2687056
-> class 2\|2 [0.963]
Rule 56/253: (26.8, lift 10.7)
PC26 > 3.206192
PC61 > 0.2158901
PC73 <= -1.404115
-> class 2\|2 [0.963]
Rule 56/254: (24.6, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC11 > -3.105505
PC12 <= -3.366721
PC14 <= 2.695498
PC46 > -0.2235873
PC52 <= 0.2176888
PC60 <= 0.3400252
PC98 <= 0.2687056
-> class 2\|2 [0.962]
Rule 56/255: (31.3/0.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC36 <= 0.06424382
PC41 > -1.981339
PC60 > 0.3400252
PC63 > 0.06798272
PC64 <= 0.3879538
PC71 <= -0.3141356
-> class 2\|2 [0.958]
Rule 56/256: (323.8/13.2, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 0.5344445
PC20 > -0.09974828
PC22 <= -0.8826448
PC32 <= 1.080204
PC40 <= 0.8515924
PC45 <= 0.3833095
-> class 2\|2 [0.956]
Rule 56/257: (98/3.6, lift 10.6)
PC1 <= -0.430681
PC4 > -0.4324302
PC8 > -3.393956
PC8 <= -0.5530638
PC11 > -3.105505
PC30 > 0.1851135
PC46 > -0.2235873
PC52 <= 0.2176888
PC60 <= 0.3400252
PC98 <= 0.2687056
-> class 2\|2 [0.954]
Rule 56/258: (65.4/2.2, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5530638
PC14 > 2.695498
PC100 <= 3.380966
-> class 2\|2 [0.952]
Rule 56/259: (17.1/0.1, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC10 > -0.2147497
PC36 <= 0.06424382
PC41 > -1.981339
PC57 <= 0.2071535
PC60 > 0.3400252
PC63 > 0.06798272
PC73 > -1.404115
-> class 2\|2 [0.941]
Rule 56/260: (12.7, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC20 > 0.1084642
PC55 <= 0.4017723
PC65 <= 0.7549822
PC73 <= -0.9408165
-> class 2\|2 [0.932]
Rule 56/261: (63.5/3.8, lift 10.3)
PC1 <= -0.430681
PC8 > 1.133566
PC8 <= 2.304939
PC12 <= 1.022297
PC20 > 0.1084642
PC40 > -1.402037
PC55 > 0.4017723
PC88 <= 0.2031477
-> class 2\|2 [0.927]
Rule 56/262: (77.1/4.9, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC28 > -0.2477497
PC33 <= -0.2528173
PC47 > -0.7683094
PC49 <= 0.1635057
PC60 > 0.3400252
PC60 <= 2.263344
PC64 <= 0.3879538
PC99 > -1.36493
-> class 2\|2 [0.925]
Rule 56/263: (11.1, lift 10.3)
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC19 <= -0.654503
PC88 > 0.4816513
-> class 2\|2 [0.924]
Rule 56/264: (212.5/16.2, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC4 > -0.4070493
PC8 > -0.5530638
PC8 <= 1.133566
PC18 > -0.4108541
PC19 > -0.654503
PC27 <= 0.00821581
PC39 <= 0.3146409
PC44 <= 0.5747223
PC45 <= 0.3671404
PC59 > -0.6592996
PC80 <= 1.297174
-> class 2\|2 [0.920]
Rule 56/265: (59.8/4.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC20 > 0.1084642
PC51 > 0.3657723
PC55 <= 0.4017723
-> class 2\|2 [0.910]
Rule 56/266: (65.8/5.2, lift 10.1)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.5530638
PC44 <= 1.108199
PC60 > 0.3400252
PC64 > 0.3879538
PC73 > -1.404115
PC75 > 0.06319419
-> class 2\|2 [0.909]
Rule 56/267: (92.3/7.6, lift 10.1)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.5530638
PC9 > -3.778535
PC30 > 0.007826664
PC33 > -0.2528173
PC36 > 0.06424382
PC36 <= 0.434855
PC44 <= 0.2589038
PC60 > 0.3400252
PC80 > -0.698244
-> class 2\|2 [0.909]
Rule 56/268: (8, lift 10.0)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -1.771849
PC8 > -3.691019
PC24 > -2.279944
PC44 <= 0.8094363
PC53 <= -1.75255
-> class 2\|2 [0.900]
Rule 56/269: (48.6/4.2, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC22 > -0.8826448
PC27 > 0.00821581
PC32 <= 0.771328
PC44 <= 0.5747223
PC56 > 0.3431815
PC59 > -0.6592996
PC80 <= 1.297174
-> class 2\|2 [0.898]
Rule 56/270: (61.6/5.6, lift 10.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -1.280573
PC8 <= -0.5530638
PC46 <= -0.2235873
PC60 <= 0.3400252
PC73 > -1.404115
-> class 2\|2 [0.896]
Rule 56/271: (150.6/15.8, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 1.133566
PC19 > -0.654503
PC32 <= 0.771328
PC39 > 0.3146409
PC59 > -0.6592996
PC66 <= 0.7529911
PC69 > -0.02295945
PC80 <= 1.297174
-> class 2\|2 [0.890]
Rule 56/272: (205.3/22.8, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC11 > -3.105505
PC12 <= 5.207104
PC14 <= 2.695498
PC46 > -0.2235873
PC52 <= 0.2176888
PC60 <= 0.3400252
PC73 > -1.404115
PC83 > -1.091243
PC98 > 0.2687056
-> class 2\|2 [0.885]
Rule 56/273: (6.4, lift 9.8)
PC2 <= 2.5099
PC8 > -0.5530638
PC8 <= 1.133566
PC39 > 0.3146409
PC44 <= 0.5747223
PC59 > -0.6592996
PC66 > 0.7529911
-> class 2\|2 [0.881]
Rule 56/274: (5.3/0.2, lift 9.3)
PC1 <= -0.430681
PC8 > 1.133566
PC20 > 0.1084642
PC51 <= 0.3657723
PC81 <= -0.4633513
-> class 2\|2 [0.834]
Rule 56/275: (35.5/6.1, lift 9.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC12 <= 1.022297
PC20 > 0.1084642
PC55 <= 0.4017723
PC65 <= 0.7549822
PC89 <= -0.498718
PC97 <= 1.092535
-> class 2\|2 [0.810]
Rule 56/276: (42.9/8.3, lift 8.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.5530638
PC50 <= -0.4903674
PC96 <= -0.3250072
PC97 <= 1.092535
-> class 2\|2 [0.793]
Rule 56/277: (114.8, lift 7.8)
PC1 <= -0.430681
PC8 <= -3.393956
PC46 > 0.413817
PC60 > -0.7855141
-> class 2\|3 [0.991]
Rule 56/278: (99.3/0.2, lift 7.8)
PC2 <= 2.5099
PC8 <= -3.393956
PC26 > -3.118329
PC85 <= 0.8082542
PC89 > 0.8003459
-> class 2\|3 [0.988]
Rule 56/279: (85.3/1.4, lift 7.7)
PC1 <= -0.430681
PC8 <= -0.5530638
PC14 <= 2.695498
PC51 <= 0.8919192
PC60 > 0.3400252
PC64 <= 0.3879538
PC99 <= -1.36493
-> class 2\|3 [0.972]
Rule 56/280: (20.9, lift 7.5)
PC1 <= -0.430681
PC8 <= -0.5530638
PC30 > 0.007826664
PC33 > -0.2528173
PC36 > 0.06424382
PC64 <= 0.3879538
PC66 > 0.6353976
-> class 2\|3 [0.956]
Rule 56/281: (15.8, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5530638
PC60 <= 0.3400252
PC63 > 0.1578914
PC73 > -1.404115
PC87 > 1.123386
-> class 2\|3 [0.944]
Rule 56/282: (1073.3/699.4, lift 2.8)
PC2 <= 2.5099
PC5 <= -0.5831417
PC12 <= -0.03461245
PC18 > 0.2394166
-> class 2\|3 [0.349]
Rule 56/283: (11946.4/9420.3, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.211]
Rule 56/284: (114.5/0.5, lift 23.8)
PC2 <= 2.5099
PC8 <= -0.5530638
PC14 <= 2.695498
PC16 <= -0.1130028
PC45 <= 0.1566226
PC46 <= 0.413817
PC49 <= 0.1087696
PC90 > 0.3609668
PC93 <= 0.3298733
-> class 2\|4 [0.987]
Rule 56/285: (75.5, lift 23.8)
PC1 <= -0.430681
PC8 <= -3.393956
PC16 <= -0.1130028
PC46 <= 0.413817
PC48 > 0.4240632
PC74 > -0.8872054
PC93 <= 0.3298733
-> class 2\|4 [0.987]
Rule 56/286: (75.4, lift 23.8)
PC2 <= 2.5099
PC8 <= -3.393956
PC44 <= 0.9401656
PC46 <= 0.413817
PC73 > -1.404115
PC85 > 0.8082542
-> class 2\|4 [0.987]
Rule 56/287: (103/0.5, lift 23.8)
PC2 <= 2.5099
PC8 <= -3.393956
PC18 <= -0.2581053
PC45 <= 0.1566226
PC46 <= 0.413817
PC49 <= 0.1087696
PC85 > -0.4749953
PC87 > 0.01370811
PC89 <= 0.5909864
PC93 <= 0.3298733
PC95 <= 0.5121843
-> class 2\|4 [0.986]
Rule 56/288: (65.9/0.5, lift 23.6)
PC2 <= 2.5099
PC8 <= -3.393956
PC16 <= -0.1130028
PC18 > -0.2581053
PC45 <= 0.1566226
PC46 <= 0.413817
PC49 <= 0.1087696
PC66 > 0.168179
PC85 > -0.4749953
PC93 <= 0.3298733
PC95 <= 0.5121843
-> class 2\|4 [0.978]
Rule 56/289: (145/2.3, lift 23.6)
PC2 <= 2.5099
PC8 <= -3.393956
PC16 <= -0.1130028
PC45 <= 0.1566226
PC46 <= 0.413817
PC47 <= -0.39638
PC49 <= 0.1087696
PC85 > -0.4749953
PC89 <= 0.8003459
PC95 <= 0.5121843
-> class 2\|4 [0.978]
Rule 56/290: (64.1/0.5, lift 23.6)
PC1 > -0.430681
PC2 > -5.43323
PC2 <= 2.5099
PC8 <= -3.691019
PC19 > -1.607163
PC35 <= 0.7539229
PC37 <= 1.352652
PC43 > -0.1397224
-> class 2\|4 [0.977]
Rule 56/291: (48.2/0.3, lift 23.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC27 > -0.2505807
PC28 > -0.03099509
PC36 <= 0.06424382
PC53 > 0.08388282
PC60 > 0.3400252
-> class 2\|4 [0.975]
Rule 56/292: (167.8/3.2, lift 23.5)
PC8 <= -3.393956
PC16 <= 0.4370693
PC22 > -1.900676
PC44 > 0.9401656
PC46 <= 0.413817
PC74 > -0.8872054
-> class 2\|4 [0.975]
Rule 56/293: (108.2/2, lift 23.5)
PC2 <= 2.5099
PC8 <= -2.870956
PC10 > -0.2147497
PC33 > -0.2528173
PC36 <= 0.06424382
PC42 > 0.08400755
PC53 <= 0.08388282
PC60 > 0.3400252
PC63 <= 0.06798272
-> class 2\|4 [0.973]
Rule 56/294: (31, lift 23.4)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= -0.5831417
PC12 <= -0.03461245
PC18 > 0.2394166
PC60 > 0.7526923
-> class 2\|4 [0.970]
Rule 56/295: (29.6, lift 23.3)
PC1 <= -0.430681
PC8 <= -3.393956
PC26 <= -3.118329
PC44 <= 0.9401656
PC46 <= 0.413817
PC74 > -0.8872054
-> class 2\|4 [0.966]
Rule 56/296: (38.9/0.9, lift 23.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5530638
PC14 <= 2.695498
PC49 > -2.565507
PC51 > 0.8919192
-> class 2\|4 [0.953]
Rule 56/297: (19, lift 23.0)
PC1 <= -0.430681
PC8 <= -3.393956
PC44 <= 0.9401656
PC46 <= -0.9632035
PC74 > -0.8872054
PC93 > 0.3298733
-> class 2\|4 [0.952]
Rule 56/298: (19.9/0.3, lift 22.7)
PC2 <= 2.5099
PC8 <= -3.393956
PC22 > -1.900676
PC45 <= 0.1566226
PC46 <= 0.413817
PC49 <= 0.1087696
PC66 <= 0.168179
PC89 <= 0.8003459
PC91 > 0.03371967
PC93 <= 0.3298733
PC95 <= 0.5121843
-> class 2\|4 [0.941]
Rule 56/299: (11.6, lift 22.4)
PC2 <= 2.5099
PC8 <= -3.393956
PC22 > -1.900676
PC46 <= 0.413817
PC49 <= 0.1087696
PC57 > 0.4549595
PC74 > -0.8872054
PC93 > 0.3298733
-> class 2\|4 [0.926]
Rule 56/300: (9.2/0.4, lift 21.2)
PC2 <= 2.5099
PC8 <= -0.5530638
PC60 > 0.3400252
PC64 > 0.3796669
PC64 <= 0.3879538
-> class 2\|4 [0.878]
Rule 56/301: (6.2, lift 21.2)
PC1 <= -0.430681
PC8 > -2.870956
PC8 <= -0.5530638
PC36 <= 0.06424382
PC42 > 0.08400755
PC42 <= 0.08719561
PC64 <= 0.3879538
-> class 2\|4 [0.878]
Rule 56/302: (48.7/8, lift 19.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5530638
PC9 > -3.778535
PC10 <= -0.2147497
PC33 > -0.2528173
PC36 <= 0.06424382
-> class 2\|4 [0.822]
Rule 56/303: (37.6/6.6, lift 19.5)
PC1 <= -0.430681
PC14 <= 2.695498
PC33 > -0.2528173
PC41 <= -1.981339
PC60 > 0.3400252
PC64 <= 0.3879538
PC73 > -1.404115
-> class 2\|4 [0.807]
Rule 56/304: (10.1/1.5, lift 19.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -3.393956
PC8 <= -0.5530638
PC9 > -3.778535
PC29 > 0.3446466
PC60 > 0.3400252
PC73 > -1.404115
-> class 2\|4 [0.791]
Rule 56/305: (20.7/4.8, lift 18.0)
PC1 <= -0.430681
PC8 > -3.393956
PC8 <= -0.5530638
PC9 <= -3.778535
PC33 > -0.2528173
PC60 > 0.3400252
PC64 <= 0.3879538
-> class 2\|4 [0.746]
Rule 56/306: (39.7/18.2, lift 13.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.5530638
PC14 <= 2.695498
PC33 > -0.2528173
PC45 > 0.4335379
PC64 <= 0.3879538
-> class 2\|4 [0.541]
Default class: 0\|2
----- Trial 57: -----
Rules:
Rule 57/1: (119, lift 15.3)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC72 > 1.122934
PC86 <= 4.013646
-> class 0\|0 [0.992]
Rule 57/2: (86.7, lift 15.3)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC86 <= -2.151035
-> class 0\|0 [0.989]
Rule 57/3: (334.5/3.2, lift 15.3)
PC4 > -8.075097
PC10 > -7.450708
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC31 <= 0.2306125
PC35 <= 0.5694357
PC41 <= 0.1662782
PC53 <= 1.354782
PC54 <= 1.171919
PC55 > -0.2022897
PC58 > -1.538399
PC65 <= -0.3478391
PC93 <= 0.9756524
PC95 > -1.164248
PC97 <= 0.3879197
PC99 > -0.409831
-> class 0\|0 [0.987]
Rule 57/4: (48.9, lift 15.2)
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC41 <= 0.1662782
PC46 <= -0.3498257
PC86 <= 4.013646
PC97 > 0.3879197
-> class 0\|0 [0.980]
Rule 57/5: (103.4/1.3, lift 15.1)
PC12 > -1.881783
PC13 <= 1.787175
PC18 > 1.22969
PC21 <= 0.4791392
PC26 <= 0.6518379
PC54 <= -1.027696
PC55 > -0.5527254
-> class 0\|0 [0.978]
Rule 57/6: (44.8, lift 15.1)
PC4 <= -8.075097
PC13 <= 1.787175
PC17 > -0.5206551
PC64 <= -0.2545287
PC100 > -0.7824559
-> class 0\|0 [0.978]
Rule 57/7: (42.3, lift 15.1)
PC4 <= -8.075097
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC41 > 0.008972251
PC53 <= 1.354782
PC97 <= 0.3879197
-> class 0\|0 [0.977]
Rule 57/8: (288/5.8, lift 15.1)
PC4 > -8.075097
PC10 > -7.450708
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC31 <= 0.2306125
PC35 > -0.2671802
PC35 <= 0.5694357
PC45 > -1.492332
PC48 <= 0.2751796
PC53 <= 1.354782
PC54 <= 1.171919
PC55 > -0.2022897
PC62 > -0.2178598
PC93 <= 0.9756524
PC97 <= 0.3879197
PC99 > -0.409831
-> class 0\|0 [0.977]
Rule 57/9: (102.6/1.5, lift 15.1)
PC18 > 1.22969
PC21 <= 0.4791392
PC26 <= 0.6518379
PC31 <= 0.2306125
PC35 <= 0.5694357
PC52 > -2.370584
PC55 > -0.5527254
PC55 <= -0.2022897
PC63 <= -0.7277429
PC99 > -0.409831
-> class 0\|0 [0.976]
Rule 57/10: (37.7, lift 15.1)
PC13 <= 7.236558
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC41 <= 0.1662782
PC43 <= -1.26521
PC97 > 0.3879197
-> class 0\|0 [0.975]
Rule 57/11: (69.6/0.9, lift 15.1)
PC3 > -0.7380994
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
-> class 0\|0 [0.973]
Rule 57/12: (86.6/3.9, lift 14.6)
PC12 > -1.881783
PC13 <= 7.236558
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC48 > 0.502472
PC65 > -2.560152
-> class 0\|0 [0.945]
Rule 57/13: (25.4/0.5, lift 14.6)
PC4 <= -8.075097
PC13 <= 1.787175
PC18 > 1.22969
PC26 <= 0.6518379
PC97 <= 0.3879197
PC99 <= -0.1654799
-> class 0\|0 [0.944]
Rule 57/14: (20.2/0.3, lift 14.6)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 1.787175
PC18 > 1.22969
PC26 <= 0.6518379
PC39 <= -1.099381
PC97 > 0.3879197
-> class 0\|0 [0.942]
Rule 57/15: (13.4, lift 14.5)
PC13 > 7.236558
PC18 > 3.718587
PC31 > 0.1783828
-> class 0\|0 [0.935]
Rule 57/16: (142.8/10.3, lift 14.3)
PC2 > 2.5099
PC18 > 1.22969
PC26 <= 0.6518379
PC47 > 0.8266706
PC55 > -0.5527254
PC64 > -0.2545287
PC97 <= 0.3879197
-> class 0\|0 [0.922]
Rule 57/17: (10.7, lift 14.3)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC37 <= -2.13364
PC97 > 0.3879197
-> class 0\|0 [0.921]
Rule 57/18: (80.9/6.9, lift 14.0)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC26 <= 0.6518379
PC48 <= 0.502472
PC53 <= -2.015749
PC91 <= 3.159646
-> class 0\|0 [0.905]
Rule 57/19: (6.8, lift 13.7)
PC2 > 2.5099
PC12 > -1.881783
PC17 <= -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC62 > 0.6760606
-> class 0\|0 [0.886]
Rule 57/20: (27.2/2.5, lift 13.6)
PC2 > 2.5099
PC13 > 1.787175
PC13 <= 7.236558
PC18 > -0.4683644
PC48 <= 0.502472
PC52 > -2.370584
PC91 <= 3.159646
PC100 > 0.9910042
-> class 0\|0 [0.881]
Rule 57/21: (50.3/5.3, lift 13.6)
PC13 <= 1.787175
PC18 > 1.22969
PC26 <= 0.6518379
PC31 <= 0.2306125
PC53 <= -0.6461713
PC55 > -0.5527254
PC65 > -2.560152
PC91 <= 3.159646
PC99 <= -0.409831
-> class 0\|0 [0.879]
Rule 57/22: (19.6/1.7, lift 13.6)
PC4 <= -8.075097
PC13 <= 1.787175
PC26 <= 0.6518379
PC47 <= 0.8266706
PC53 <= 1.354782
PC88 > 0.4100558
PC97 <= 0.3879197
-> class 0\|0 [0.876]
Rule 57/23: (6.6/0.1, lift 13.5)
PC13 <= 7.236558
PC18 > 1.22969
PC26 > 0.6518379
PC29 <= -3.315104
-> class 0\|0 [0.871]
Rule 57/24: (11.4/0.9, lift 13.3)
PC2 > 2.5099
PC13 <= 1.787175
PC18 > 1.22969
PC26 <= 0.6518379
PC41 <= 0.1662782
PC65 > -2.560152
PC68 > 1.184043
-> class 0\|0 [0.858]
Rule 57/25: (7.5/0.8, lift 12.5)
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC26 > 0.6518379
PC36 > 2.704227
PC65 > -2.560152
-> class 0\|0 [0.808]
Rule 57/26: (51.1/11.1, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.22969
PC47 <= -0.9183904
PC52 > -1.206329
PC86 <= 4.013646
-> class 0\|0 [0.772]
Rule 57/27: (37.1/8.6, lift 11.7)
PC12 > -1.881783
PC17 > -0.5206551
PC18 > 1.22969
PC21 > 0.4791392
PC26 <= 0.6518379
PC48 <= 0.502472
PC52 > -2.370584
-> class 0\|0 [0.755]
Rule 57/28: (66.8/16.6, lift 11.5)
PC18 > 3.718587
PC20 > -3.980935
PC31 <= 0.1783828
PC59 > 2.11358
-> class 0\|0 [0.744]
Rule 57/29: (49.8/12.7, lift 11.4)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > 0.1706467
PC18 > -0.4683644
PC18 <= 1.22969
-> class 0\|0 [0.735]
Rule 57/30: (15/6.7, lift 8.5)
PC10 <= -7.303295
PC18 > 1.22969
PC26 <= 0.6518379
-> class 0\|0 [0.549]
Rule 57/31: (191.9, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.22969
PC23 > -0.8867464
PC34 > 0.4094731
PC79 <= 0.2756875
PC89 > -1.532005
-> class 0\|1 [0.995]
Rule 57/32: (141.2/0.3, lift 12.1)
PC3 <= -0.7380994
PC10 > -7.303295
PC13 <= 7.236558
PC18 > 1.22969
PC37 > -2.13364
PC39 > -1.099381
PC41 <= 0.1662782
PC43 > -1.26521
PC46 > -0.3498257
PC54 > -1.027696
PC68 <= 1.184043
PC86 > -2.151035
PC97 > 0.3879197
PC100 > -0.7824559
PC100 <= 0.2991797
-> class 0\|1 [0.991]
Rule 57/33: (198.9/1.2, lift 12.1)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -7.878212
PC6 <= 0.1706467
PC12 > -1.881783
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.22969
PC23 > -0.8867464
PC42 <= 1.323705
PC73 > -2.03583
PC79 <= 0.2756875
PC89 > -1.532005
PC92 <= 0.9395956
PC97 <= 0.9601673
-> class 0\|1 [0.989]
Rule 57/34: (80.5, lift 12.1)
PC2 > 2.5099
PC3 <= -0.7380994
PC12 > -1.881783
PC13 <= 1.787175
PC18 > -0.4683644
PC35 <= -0.2671802
PC45 > -1.492332
PC52 > -2.370584
PC54 <= 1.171919
PC65 > -0.3478391
PC91 <= 3.159646
PC97 <= 0.3879197
-> class 0\|1 [0.988]
Rule 57/35: (67.7, lift 12.0)
PC13 > 7.236558
PC18 > 3.718587
PC20 > -3.980935
PC31 <= 0.1783828
PC59 <= 2.11358
-> class 0\|1 [0.986]
Rule 57/36: (107.5/0.6, lift 12.0)
PC12 > -1.881783
PC13 <= 7.236558
PC17 > -0.5206551
PC18 > 1.22969
PC21 <= 0.4791392
PC31 <= 0.2306125
PC53 > -0.6461713
PC97 <= 0.3879197
PC99 <= -0.409831
PC100 > -0.7824559
-> class 0\|1 [0.985]
Rule 57/37: (64.9, lift 12.0)
PC2 > 2.5099
PC4 > -8.075097
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC35 > 0.5694357
PC65 > -2.560152
PC72 <= 1.122934
-> class 0\|1 [0.985]
Rule 57/38: (54.9, lift 12.0)
PC3 <= -0.7380994
PC12 > -1.881783
PC13 <= 1.787175
PC18 > 1.22969
PC21 <= 0.4791392
PC48 > 0.2751796
PC65 > -0.3478391
PC99 > -0.409831
PC100 > -0.7824559
-> class 0\|1 [0.982]
Rule 57/39: (77.5/0.5, lift 12.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -0.4683644
PC20 > -3.549603
PC78 > -0.0021355
PC78 <= 2.786675
PC99 > 0.008685172
-> class 0\|1 [0.981]
Rule 57/40: (51.4, lift 12.0)
PC18 > -0.4683644
PC20 > 2.524355
PC42 > 1.323705
PC47 > -0.9183904
-> class 0\|1 [0.981]
Rule 57/41: (75.9/0.6, lift 12.0)
PC2 > 2.5099
PC3 <= -0.7380994
PC12 > -1.881783
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > -0.4683644
PC21 <= 0.4791392
PC41 > 0.1662782
PC83 > -1.726322
PC100 > -0.7824559
-> class 0\|1 [0.979]
Rule 57/42: (43.7, lift 11.9)
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC31 <= 0.2306125
PC54 > -1.027696
PC54 <= 1.171919
PC58 <= -1.538399
PC93 <= 0.9756524
-> class 0\|1 [0.978]
Rule 57/43: (69.1/0.7, lift 11.9)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC17 <= -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC62 <= 0.6760606
-> class 0\|1 [0.976]
Rule 57/44: (62.1/0.6, lift 11.9)
PC2 > 2.5099
PC13 <= 1.787175
PC18 > 1.22969
PC26 <= 0.6518379
PC53 > 1.354782
PC54 > -1.027696
PC86 > -2.151035
-> class 0\|1 [0.975]
Rule 57/45: (36.1, lift 11.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -0.2495917
PC78 > 2.786675
PC79 > -0.2786686
-> class 0\|1 [0.974]
Rule 57/46: (155.9/4.8, lift 11.8)
PC1 <= -0.5275379
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC26 > 0.6518379
PC29 > -3.315104
PC36 <= 2.704227
PC65 > -2.560152
PC73 > -3.262554
PC86 > -2.151035
-> class 0\|1 [0.963]
Rule 57/47: (83.8/2.5, lift 11.7)
PC17 > -0.5206551
PC18 > 1.22969
PC26 <= 0.6518379
PC48 <= 0.502472
PC55 <= -0.5527254
PC65 > -2.560152
PC86 > -2.151035
-> class 0\|1 [0.959]
Rule 57/48: (21.7, lift 11.7)
PC2 > 2.5099
PC12 > -1.881783
PC18 > 1.22969
PC26 <= 0.6518379
PC65 > -2.560152
PC65 <= -0.3478391
PC86 > -2.151035
PC95 <= -1.164248
PC99 > -0.409831
-> class 0\|1 [0.958]
Rule 57/49: (34.5/0.6, lift 11.7)
PC2 > 2.5099
PC3 <= -0.7380994
PC17 > -0.5206551
PC18 > -0.4683644
PC21 <= 0.4791392
PC26 <= 0.6518379
PC48 <= 0.502472
PC53 <= 1.354782
PC55 <= -0.2022897
PC63 > -0.7277429
PC65 > -2.560152
PC99 > -0.409831
-> class 0\|1 [0.957]
Rule 57/50: (148.7/5.7, lift 11.7)
PC4 <= -8.075097
PC18 > 1.22969
PC41 <= 0.008972251
PC47 <= 0.8266706
PC64 > -0.2545287
PC88 <= 0.4100558
PC99 > -0.1654799
-> class 0\|1 [0.956]
Rule 57/51: (124.6/5, lift 11.6)
PC2 > 2.5099
PC13 > 1.787175
PC13 <= 7.236558
PC17 > -0.5206551
PC18 > 1.22969
PC48 <= 0.502472
PC53 > -2.015749
PC86 > -2.151035
PC100 <= 0.9910042
-> class 0\|1 [0.952]
Rule 57/52: (50.2/1.7, lift 11.6)
PC3 <= -0.7380994
PC12 > -1.881783
PC13 <= 7.236558
PC18 > 1.22969
PC21 <= 0.4791392
PC31 > 0.2306125
PC48 <= 0.502472
PC65 > -2.560152
-> class 0\|1 [0.949]
Rule 57/53: (12.6, lift 11.4)
PC12 > -1.881783
PC18 > 1.069617
PC18 <= 1.22969
PC42 <= 1.323705
PC47 > -0.9183904
PC73 > -2.03583
PC79 > 0.2756875
PC89 > -1.532005
-> class 0\|1 [0.931]
Rule 57/54: (96.8/6.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.4683644
PC31 <= 0.2306125
PC41 <= 0.1662782
PC48 <= 0.502472
PC54 <= 1.171919
PC65 > -2.560152
PC91 <= 3.159646
PC93 > 0.9756524
PC97 <= 0.3879197
PC100 > -0.7824559
-> class 0\|1 [0.924]
Rule 57/55: (38.2/2.2, lift 11.2)
PC3 <= 1.640775
PC17 > 3.202719
PC18 > -0.4683644
PC18 <= 3.718587
PC31 <= 0.04042177
-> class 0\|1 [0.920]
Rule 57/56: (257.8/20.7, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC13 <= 1.698335
PC14 > -0.3414776
PC18 > -0.4683644
PC18 <= 1.22969
PC42 <= 1.323705
PC47 > -0.9183904
PC73 > -2.03583
PC79 <= 0.2756875
PC98 <= 0.2247498
-> class 0\|1 [0.916]
Rule 57/57: (9.9, lift 11.2)
PC10 <= -7.450708
PC18 > -0.4683644
PC26 <= 0.6518379
PC100 > -0.7824559
-> class 0\|1 [0.916]
Rule 57/58: (86/8.7, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > -0.4683644
PC21 <= 0.4791392
PC35 <= 0.5694357
PC48 <= 0.2751796
PC54 <= 1.171919
PC62 <= -0.2178598
PC65 > -0.3478391
PC72 <= 1.122934
PC91 <= 3.159646
PC97 <= 0.3879197
-> class 0\|1 [0.890]
Rule 57/59: (67.8/7.5, lift 10.7)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.22969
PC42 <= 1.323705
PC47 > -0.9183904
PC47 <= -0.4221508
PC73 > -2.03583
PC89 > -1.532005
-> class 0\|1 [0.878]
Rule 57/60: (5.9, lift 10.7)
PC2 > 2.5099
PC18 > -0.4683644
PC18 <= 1.22969
PC42 > 1.323705
PC43 <= 0.5380853
-> class 0\|1 [0.874]
Rule 57/61: (143.5/27.5, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.881783
PC13 <= 1.787175
PC17 > -0.5206551
PC18 > -0.4683644
PC54 > 1.171919
PC55 > -0.5527254
PC72 <= 1.122934
PC73 > -3.262554
PC83 > -1.726322
PC99 > -0.409831
PC100 > -0.7824559
-> class 0\|1 [0.804]
Rule 57/62: (98.9, lift 9.8)
PC4 <= -6.964373
PC18 <= -0.4683644
PC32 <= 1.699697
PC87 > 0.1267545
-> class 0\|2 [0.990]
Rule 57/63: (88.6, lift 9.8)
PC2 > 2.5099
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.22969
PC20 <= 2.524355
PC36 <= 1.656734
PC42 > 1.323705
PC43 > 0.5380853
PC74 <= 2.596298
-> class 0\|2 [0.989]
Rule 57/64: (74.5, lift 9.7)
PC1 <= -0.7594083
PC7 > -0.7696513
PC11 <= 0.5105041
PC15 > 0.7124785
PC18 <= -0.4683644
PC91 <= -0.3640622
-> class 0\|2 [0.987]
Rule 57/65: (67.5, lift 9.7)
PC4 <= -6.964373
PC18 <= -0.4683644
PC28 > 2.985367
-> class 0\|2 [0.986]
Rule 57/66: (53.7, lift 9.7)
PC4 <= -6.964373
PC6 <= -0.4625012
PC18 <= -0.4683644
PC54 <= 3.096431
PC94 <= -0.302503
-> class 0\|2 [0.982]
Rule 57/67: (60.4/0.2, lift 9.7)
PC13 > 7.236558
PC18 > -0.4683644
PC18 <= 3.718587
PC58 > 2.067253
-> class 0\|2 [0.981]
Rule 57/68: (179.5/2.7, lift 9.7)
PC18 <= -1.711182
PC28 <= 0.4295883
PC30 > -1.250372
PC53 > -0.005364824
PC55 <= 0.1815639
PC56 > -0.3452363
PC72 > -0.7118475
PC77 > -0.3979929
PC99 <= 0.524213
-> class 0\|2 [0.980]
Rule 57/69: (51.2/0.1, lift 9.7)
PC3 <= 1.640775
PC15 <= 0.7124785
PC18 > -1.711182
PC27 <= -2.414559
PC54 <= 3.096431
PC78 <= 1.014451
PC80 <= 0.0457203
-> class 0\|2 [0.979]
Rule 57/70: (42.1, lift 9.7)
PC4 <= -6.964373
PC7 > -0.7696513
PC18 > -2.305537
PC18 <= -1.711182
-> class 0\|2 [0.977]
Rule 57/71: (82.6/0.9, lift 9.7)
PC4 <= -6.964373
PC7 > -0.7696513
PC18 <= -0.4683644
PC54 <= 3.096431
PC84 > 0.2402775
-> class 0\|2 [0.977]
Rule 57/72: (35.3, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 1.22969
PC74 <= 2.596298
PC86 <= 4.013646
PC89 <= -1.532005
-> class 0\|2 [0.973]
Rule 57/73: (76.3/1.2, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= 0.1706467
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.069617
PC32 <= 0.7063108
PC42 <= 1.323705
PC47 > -0.4221508
PC75 <= 1.845352
PC79 > 0.2756875
PC86 <= 4.013646
-> class 0\|2 [0.972]
Rule 57/74: (30.7, lift 9.6)
PC15 <= 0.7124785
PC28 <= 0.4295883
PC53 > -0.005364824
PC57 <= 1.377005
PC59 <= -2.317698
PC72 > -0.7118475
PC76 > -2.776463
-> class 0\|2 [0.969]
Rule 57/75: (51.1/0.6, lift 9.6)
PC18 <= -1.711182
PC28 <= 0.4295883
PC30 > -1.250372
PC39 > -1.445797
PC53 > -0.005364824
PC55 <= 0.1815639
PC76 > -2.776463
PC99 <= -0.2832056
-> class 0\|2 [0.969]
Rule 57/76: (49.7/0.6, lift 9.6)
PC2 > 2.5099
PC12 <= -1.881783
PC18 > -0.4683644
PC42 > -2.541008
-> class 0\|2 [0.969]
Rule 57/77: (28.4, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC15 <= 0.7124785
PC18 > -1.711182
PC18 <= -0.4683644
PC39 > -1.445797
PC78 > 1.014451
PC78 <= 2.786675
-> class 0\|2 [0.967]
Rule 57/78: (27.8, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.22969
PC23 <= -0.8867464
PC98 > 0.2247498
-> class 0\|2 [0.966]
Rule 57/79: (28.4, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.22969
PC34 <= 0.4094731
PC47 > -0.9183904
PC79 <= 0.2756875
PC97 > 0.9601673
-> class 0\|2 [0.965]
Rule 57/80: (25.4, lift 9.5)
PC7 > -0.7696513
PC18 <= -1.711182
PC28 <= 0.4295883
PC39 > -1.445797
PC57 > 1.377005
PC65 <= 1.728296
PC72 > -0.7118475
-> class 0\|2 [0.964]
Rule 57/81: (29.8/0.2, lift 9.5)
PC4 <= -6.964373
PC6 > -0.4625012
PC7 > -0.5657946
PC18 <= -0.4683644
-> class 0\|2 [0.963]
Rule 57/82: (23.4, lift 9.5)
PC4 <= -6.964373
PC7 > -0.7696513
PC7 <= -0.5657946
PC18 <= -1.711182
PC54 <= 3.096431
-> class 0\|2 [0.961]
Rule 57/83: (55.4/1.3, lift 9.5)
PC8 <= 0.1128407
PC15 <= 0.7124785
PC18 <= -0.4683644
PC28 <= 0.4295883
PC39 > -1.445797
PC65 > 1.728296
PC76 > -2.776463
PC78 <= 2.786675
-> class 0\|2 [0.959]
Rule 57/84: (21.5, lift 9.5)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.170089
PC18 <= -0.4683644
PC36 > -1.080888
PC75 > 0.1757381
PC86 > -2.681853
-> class 0\|2 [0.957]
Rule 57/85: (20.9, lift 9.4)
PC3 <= 1.640775
PC4 > -6.964373
PC15 <= 0.7124785
PC28 > 0.4295883
PC39 > -1.445797
PC78 <= 2.786675
PC81 > 1.110424
-> class 0\|2 [0.956]
Rule 57/86: (145.6/5.6, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 0.7124785
PC18 <= -0.4683644
PC34 > -0.6405253
PC59 <= 0.7247353
PC68 > -0.19714
PC76 <= 0.1365525
PC78 <= 2.786675
-> class 0\|2 [0.955]
Rule 57/87: (31.4/0.6, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= -0.3414776
PC18 > -0.4683644
PC18 <= 1.22969
PC23 <= -0.8867464
PC73 > -2.03583
PC79 <= 0.2756875
-> class 0\|2 [0.953]
Rule 57/88: (18.4, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC39 > -1.445797
PC56 <= -6.338929
PC76 > -2.776463
PC78 <= 2.786675
-> class 0\|2 [0.951]
Rule 57/89: (18.4, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -0.4683644
PC20 > -3.549603
PC54 <= 3.096431
PC78 <= 2.786675
PC99 <= 0.008685172
-> class 0\|2 [0.949]
Rule 57/90: (17.4, lift 9.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC28 <= 0.4295883
PC53 > -0.005364824
PC72 > -0.7118475
PC76 > -2.776463
PC78 <= 2.786675
PC89 > 1.187914
-> class 0\|2 [0.948]
Rule 57/91: (18.6, lift 9.4)
PC2 > 2.5099
PC12 > -1.881783
PC13 <= 7.236558
PC18 > -0.4683644
PC65 <= -2.560152
-> class 0\|2 [0.947]
Rule 57/92: (19.5/0.2, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.4683644
PC28 <= 0.4295883
PC54 <= 3.096431
PC56 > -6.338929
PC65 <= 1.728296
PC72 > -0.7118475
PC78 <= -2.064083
-> class 0\|2 [0.946]
Rule 57/93: (45.1/1.5, lift 9.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.4683644
PC18 <= 1.22969
PC34 <= 0.4094731
PC42 <= 1.323705
PC92 > 0.9395956
-> class 0\|2 [0.946]
Rule 57/94: (16.2, lift 9.3)
PC10 <= -1.715901
PC15 <= 0.7124785
PC18 <= -0.4683644
PC28 <= 0.4295883
PC53 <= -0.005364824
PC57 <= 1.377005
PC84 <= 0.939876
-> class 0\|2 [0.945]
Rule 57/95: (24.8/0.7, lift 9.2)
PC4 <= -7.878212
PC18 > -0.4683644
PC18 <= 1.22969
PC34 <= 0.4094731
-> class 0\|2 [0.937]
Rule 57/96: (13.3, lift 9.2)
PC7 > -0.7696513
PC25 <= -2.254268
PC28 > 0.4295883
PC54 <= 3.096431
-> class 0\|2 [0.934]
Rule 57/97: (12.9, lift 9.2)
PC2 > 2.5099
PC13 <= 1.698335
PC18 > -0.4683644
PC18 <= 1.22969
PC47 > -0.9183904
PC73 <= -2.03583
PC74 <= 2.596298
PC86 <= 4.013646
-> class 0\|2 [0.933]
Rule 57/98: (132.1/8.4, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC15 > 0.7124785
PC18 <= -0.4683644
PC78 <= 2.786675
PC91 > -0.3640622
-> class 0\|2 [0.930]
Rule 57/99: (25.7/1.4, lift 9.0)
PC1 > -0.4764788
PC3 <= 1.640775
PC18 <= -1.711182
PC28 <= 0.4295883
PC64 <= -0.4719786
PC76 > -2.776463
-> class 0\|2 [0.914]
Rule 57/100: (430.7/38.4, lift 9.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC9 <= 0.5233031
PC15 > -1.533905
PC15 <= 0.7124785
PC18 > -1.711182
PC18 <= -0.4683644
PC22 > -2.220146
PC39 > -1.445797
PC43 <= 1.773609
PC50 > -1.198321
PC75 <= 0.1757381
PC86 > -2.681853
-> class 0\|2 [0.909]
Rule 57/101: (8.9, lift 9.0)
PC2 > 2.5099
PC7 > -0.7696513
PC15 <= 0.7124785
PC18 > -1.711182
PC36 > -1.080888
PC47 <= -0.8836733
PC54 <= 3.096431
PC75 > 0.1757381
-> class 0\|2 [0.908]
Rule 57/102: (61.7/5, lift 9.0)
PC2 > 2.5099
PC18 > -1.711182
PC18 <= -0.4683644
PC39 > -1.445797
PC54 <= 3.096431
PC75 > 0.1757381
PC78 <= 1.014451
PC80 > 0.0457203
-> class 0\|2 [0.907]
Rule 57/103: (11/0.4, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC28 <= 0.4295883
PC30 <= -1.250372
PC53 > -0.005364824
PC71 <= -0.8336673
PC72 > -0.7118475
PC76 > -2.776463
-> class 0\|2 [0.894]
Rule 57/104: (9.8/0.3, lift 8.8)
PC2 > 2.5099
PC18 > -1.711182
PC18 <= -0.4683644
PC75 > 0.1757381
PC77 > -0.04997289
PC77 <= -0.0251819
-> class 0\|2 [0.888]
Rule 57/105: (127.8/17.8, lift 8.4)
PC7 > -0.7696513
PC10 <= -2.303228
PC15 <= 0.7124785
PC18 <= -0.4683644
PC19 <= -0.03111507
PC28 > 0.4295883
-> class 0\|2 [0.855]
Rule 57/106: (22.9/2.7, lift 8.4)
PC18 <= -1.711182
PC28 <= 0.4295883
PC39 > -1.445797
PC78 <= 2.786675
PC84 > 0.939876
-> class 0\|2 [0.852]
Rule 57/107: (4.6, lift 8.4)
PC7 <= -0.7696513
PC10 > -2.323852
PC18 <= -0.4683644
PC20 <= -3.549603
-> class 0\|2 [0.847]
Rule 57/108: (85.8/12.8, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC18 > -1.711182
PC18 <= -0.4683644
PC54 <= 3.096431
PC80 <= 0.0457203
PC95 > 0.7484882
-> class 0\|2 [0.843]
Rule 57/109: (25.1/3.3, lift 8.3)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7696513
PC18 <= -0.4683644
PC20 > -3.549603
PC54 <= 3.096431
PC78 <= -0.0021355
-> class 0\|2 [0.841]
Rule 57/110: (45.1/8.6, lift 7.9)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7696513
PC8 > 0.1128407
PC18 <= -1.711182
-> class 0\|2 [0.795]
Rule 57/111: (43.6/10.3, lift 7.4)
PC3 <= 1.640775
PC15 > -0.2495917
PC18 <= -0.4683644
PC54 <= 3.096431
PC78 > 2.786675
PC79 <= -0.2786686
-> class 0\|2 [0.753]
Rule 57/112: (37.6/12.5, lift 6.5)
PC2 > 2.5099
PC13 > 1.698335
PC13 <= 7.236558
PC18 > -0.4683644
PC18 <= 1.22969
PC47 > -0.9183904
PC86 <= 4.013646
-> class 0\|2 [0.659]
Rule 57/113: (404.5/217.7, lift 4.6)
PC13 > 7.236558
PC18 > -0.4683644
PC86 <= 4.013646
-> class 0\|2 [0.462]
Rule 57/114: (113.6, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC4 > -6.964373
PC15 <= 0.7124785
PC18 <= -1.711182
PC28 <= 0.4295883
PC72 <= -0.7118475
PC84 <= 0.939876
-> class 0\|3 [0.991]
Rule 57/115: (71/0.1, lift 9.6)
PC1 <= -0.4726084
PC4 <= -6.964373
PC6 <= -0.4625012
PC7 > -0.5657946
PC18 <= -2.305537
PC28 <= 2.985367
PC84 <= 0.2402775
PC87 <= 0.1267545
PC94 > -0.302503
-> class 0\|3 [0.984]
Rule 57/116: (125.4/2.9, lift 9.4)
PC7 > -0.3965189
PC10 > 3.058069
PC13 > 7.236558
PC18 <= 3.718587
PC19 <= -0.1124453
PC31 > 0.04042177
PC58 <= 2.067253
-> class 0\|3 [0.969]
Rule 57/117: (4.6, lift 8.2)
PC13 > 7.236558
PC31 <= 0.04042177
PC34 <= -1.924882
-> class 0\|3 [0.849]
Rule 57/118: (8173.8/6125.8, lift 2.4)
PC2 > 2.5099
-> class 0\|3 [0.251]
Rule 57/119: (128.8, lift 18.1)
PC3 > 0.5599917
PC16 <= -1.1631
PC32 > 6.056875
PC43 > -1.756232
-> class 1\|0 [0.992]
Rule 57/120: (114.1, lift 18.1)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC16 <= 0.8572028
PC49 > -0.8217391
PC53 <= -1.978734
-> class 1\|0 [0.991]
Rule 57/121: (126.6/0.3, lift 18.1)
PC2 > 2.5099
PC3 > 1.640775
PC5 > -8.077663
PC15 > 1.700768
PC21 > -0.2051003
PC34 > -0.2570373
PC43 <= 1.005908
-> class 1\|0 [0.990]
Rule 57/122: (88.9, lift 18.1)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC12 <= 2.218522
PC16 <= 0.8572028
PC38 > 0.4350086
-> class 1\|0 [0.989]
Rule 57/123: (91.4, lift 18.1)
PC2 <= 2.5099
PC3 > 0.5599917
PC12 > 2.218522
PC28 <= -0.2577456
PC38 <= -0.03159698
-> class 1\|0 [0.989]
Rule 57/124: (75.7, lift 18.1)
PC3 > 0.5599917
PC12 > 2.218522
PC38 <= -0.03159698
PC62 <= -0.2572035
-> class 1\|0 [0.987]
Rule 57/125: (99.3/1, lift 17.9)
PC3 > 0.5599917
PC12 > 2.218522
PC38 <= -0.03159698
PC74 > 0.05788165
-> class 1\|0 [0.980]
Rule 57/126: (42.9, lift 17.9)
PC2 <= 2.5099
PC12 > 2.218522
PC38 <= -0.03159698
PC39 > 0.8150619
-> class 1\|0 [0.978]
Rule 57/127: (63.9/0.9, lift 17.8)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC18 <= 0.7419922
PC55 <= -0.04362642
PC64 > 0.529495
PC75 <= 1.271188
PC88 <= -0.1093986
PC92 <= 0.4899847
-> class 1\|0 [0.972]
Rule 57/128: (442.9/15.8, lift 17.6)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC8 > -1.301106
PC10 <= 0.7804197
PC19 > -1.120234
PC50 > -0.2382705
PC56 <= 1.749539
PC82 > -0.5082305
-> class 1\|0 [0.962]
Rule 57/129: (23.4, lift 17.6)
PC3 > 0.5599917
PC11 <= 2.038316
PC12 <= 2.218522
PC15 <= -2.366277
PC16 <= 0.8572028
-> class 1\|0 [0.961]
Rule 57/130: (20.1/0.8, lift 16.8)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC8 > -1.301106
PC10 > 0.7804197
PC19 > -1.120234
PC78 <= -0.1663233
-> class 1\|0 [0.920]
Rule 57/131: (31.2/1.8, lift 16.8)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC16 <= 0.8572028
PC38 <= 0.4350086
PC49 > -0.8217391
PC74 <= -1.936675
-> class 1\|0 [0.917]
Rule 57/132: (7.3, lift 16.3)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC16 <= 0.8572028
PC32 > -1.910907
PC49 > -0.8217391
PC51 > 0.8682827
PC74 > -1.936675
-> class 1\|0 [0.893]
Rule 57/133: (67.3/6.5, lift 16.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC18 <= 0.7419922
PC21 > -0.2051003
PC22 <= 2.276347
PC64 > 0.529495
PC85 > -0.08570915
PC88 <= -0.1093986
-> class 1\|0 [0.892]
Rule 57/134: (19.5/3.7, lift 14.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.9959877
PC51 > -0.3061795
PC52 <= -0.5876845
PC64 <= 0.529495
PC71 > -0.5872617
-> class 1\|0 [0.781]
Rule 57/135: (13.1/2.8, lift 13.7)
PC3 > 0.5651075
PC8 > -0.5899261
PC10 <= -0.4934886
PC11 <= 2.038316
PC16 <= 0.8572028
PC18 <= 0.379988
PC38 <= 0.4350086
PC49 > -0.8217391
PC59 <= 1.023718
PC61 > -0.5167729
PC69 > -0.598914
PC74 > -1.936675
-> class 1\|0 [0.748]
Rule 57/136: (136.3/0.8, lift 15.5)
PC3 > 0.5599917
PC12 > 2.218522
PC28 > -0.2577456
PC38 <= -0.03159698
PC39 <= 0.8150619
PC62 > -0.2572035
PC74 <= 0.05788165
-> class 1\|1 [0.987]
Rule 57/137: (88.5/1.9, lift 15.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC8 > -1.301106
PC10 > 0.7804197
PC19 > -1.120234
PC78 > -0.1663233
-> class 1\|1 [0.968]
Rule 57/138: (24, lift 15.1)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC19 <= -1.120234
PC45 <= 0.165143
PC56 <= 1.749539
-> class 1\|1 [0.959]
Rule 57/139: (20.5, lift 15.0)
PC2 > 2.5099
PC3 > 1.640775
PC15 > 1.700768
PC34 <= -0.2570373
-> class 1\|1 [0.956]
Rule 57/140: (428.9/19.3, lift 15.0)
PC2 <= 2.5099
PC3 > 0.5599917
PC8 > -0.5899261
PC10 > -0.4934886
PC11 <= 2.038316
PC12 <= 2.218522
PC15 > -2.366277
PC16 <= 0.8572028
PC18 <= 0.379988
PC32 > -1.910907
PC38 <= 0.4350086
PC49 > -0.8217391
PC51 <= 0.8682827
PC53 > -1.978734
PC59 <= 1.023718
PC61 > -0.5167729
PC64 > -0.8729613
PC69 > -0.598914
PC85 <= 0.9492499
-> class 1\|1 [0.953]
Rule 57/141: (23/0.7, lift 14.6)
PC1 > 6.482014
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -5.19668
PC8 <= 0.06176633
PC98 > 0.07560576
-> class 1\|1 [0.932]
Rule 57/142: (26.5/2.8, lift 13.6)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC100 <= -2.221305
-> class 1\|1 [0.866]
Rule 57/143: (2.6, lift 12.3)
PC3 > 0.5599917
PC32 > 6.056875
PC43 <= -1.756232
-> class 1\|1 [0.784]
Rule 57/144: (70.8/24, lift 10.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC8 > -1.301106
PC19 > -1.120234
PC50 <= -0.2382705
-> class 1\|1 [0.656]
Rule 57/145: (1189.7/670.1, lift 6.9)
PC2 > 2.5099
PC3 > 1.640775
-> class 1\|1 [0.437]
Rule 57/146: (143.4, lift 15.6)
PC3 > 0.6983362
PC6 > -1.781629
PC7 <= 1.535702
PC12 > -1.473312
PC12 <= 2.218522
PC16 > 0.8572028
PC32 <= 2.038189
PC38 <= 0.2851224
PC65 <= 0.4889981
PC73 > -0.3351381
-> class 1\|2 [0.993]
Rule 57/147: (117.3, lift 15.6)
PC3 > 0.5599917
PC7 > 1.535702
PC16 > 0.8572028
PC22 > 0.4991874
PC38 <= 0.2851224
-> class 1\|2 [0.992]
Rule 57/148: (81, lift 15.5)
PC3 > 0.5599917
PC11 > 2.038316
PC12 <= 2.218522
PC16 <= 0.8572028
PC62 > 0.1183064
PC89 <= 0.01007881
-> class 1\|2 [0.988]
Rule 57/149: (74.3, lift 15.5)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC18 <= -0.2839709
PC19 <= -1.120234
PC45 > 0.165143
-> class 1\|2 [0.987]
Rule 57/150: (75.5, lift 15.5)
PC3 > 0.5599917
PC11 > 2.038316
PC12 <= 2.218522
PC13 <= -0.2156336
PC16 <= 0.8572028
-> class 1\|2 [0.987]
Rule 57/151: (67.4, lift 15.5)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC12 <= 2.218522
PC32 <= -1.910907
PC64 > -0.8729613
-> class 1\|2 [0.986]
Rule 57/152: (72.5, lift 15.5)
PC3 > 0.6983362
PC6 > -1.781629
PC12 > -1.473312
PC16 > 0.8572028
PC38 <= 0.1777052
PC41 > 0.08863922
PC61 <= 0.7707137
PC80 > -1.360059
PC90 > -0.7830045
-> class 1\|2 [0.986]
Rule 57/153: (71.8, lift 15.5)
PC3 > 0.5599917
PC8 > 2.192581
PC12 <= 2.218522
PC16 > 0.8572028
PC38 <= 0.2851224
-> class 1\|2 [0.986]
Rule 57/154: (57.3, lift 15.4)
PC2 <= 2.5099
PC3 > 0.6983362
PC7 <= 1.535702
PC16 > 0.8572028
PC38 <= 0.2851224
PC61 > 0.7707137
-> class 1\|2 [0.983]
Rule 57/155: (52.8, lift 15.4)
PC3 > 0.6983362
PC12 <= -1.473312
PC16 > 0.8572028
PC38 <= 0.2851224
PC93 <= -0.1822856
-> class 1\|2 [0.982]
Rule 57/156: (48.3, lift 15.4)
PC3 > 1.640775
PC16 > 0.9959877
PC50 <= -0.3090893
PC68 > 1.327048
-> class 1\|2 [0.980]
Rule 57/157: (41.5, lift 15.3)
PC2 <= 2.5099
PC3 > 0.5651075
PC11 <= 2.038316
PC12 <= 2.218522
PC16 <= 0.8572028
PC64 <= -0.8729613
-> class 1\|2 [0.977]
Rule 57/158: (170.4/3.1, lift 15.3)
PC3 > 8.896361
PC16 > 0.9959877
PC25 <= 0.5164674
-> class 1\|2 [0.976]
Rule 57/159: (37.6, lift 15.3)
PC1 > 8.373149
PC3 > 0.5599917
PC11 <= 2.038316
PC32 <= 6.056875
PC69 <= -0.598914
-> class 1\|2 [0.975]
Rule 57/160: (38.4, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 8.896361
PC16 > 0.9959877
PC50 > -0.3090893
-> class 1\|2 [0.975]
Rule 57/161: (34.4, lift 15.3)
PC2 > 2.5099
PC3 > 1.640775
PC16 > 0.9959877
PC82 <= -0.5374946
-> class 1\|2 [0.973]
Rule 57/162: (32.6, lift 15.2)
PC3 > 0.5599917
PC11 > 2.038316
PC16 <= 0.8572028
PC28 <= -0.02912438
-> class 1\|2 [0.971]
Rule 57/163: (86.5/1.7, lift 15.2)
PC1 > 6.482014
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -5.19668
PC8 <= 0.06176633
PC98 <= 0.07560576
-> class 1\|2 [0.969]
Rule 57/164: (28.9, lift 15.2)
PC2 > 2.5099
PC3 <= 8.896361
PC5 <= -6.652731
PC16 > 0.9959877
-> class 1\|2 [0.968]
Rule 57/165: (26.8, lift 15.1)
PC3 > 0.5599917
PC16 > -1.1631
PC32 > 6.056875
-> class 1\|2 [0.965]
Rule 57/166: (60/2.2, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.8797344
PC16 <= 0.9959877
PC51 <= -0.3061795
PC97 <= 1.535991
-> class 1\|2 [0.949]
Rule 57/167: (20.4/0.2, lift 14.9)
PC2 <= 2.5099
PC3 > 0.5599917
PC13 > -0.2156336
PC33 > 0.9062011
-> class 1\|2 [0.947]
Rule 57/168: (179.3/10.2, lift 14.7)
PC3 > 0.5599917
PC6 > -1.781629
PC10 > -0.2465185
PC12 > -1.473312
PC12 <= 2.218522
PC16 > 0.8572028
PC27 <= 0.9545083
PC38 <= 0.1777052
PC65 <= 0.4889981
PC67 > -0.3663423
PC84 > -0.4672392
PC87 > -0.06414759
PC90 > -0.7830045
-> class 1\|2 [0.938]
Rule 57/169: (33.7/1.3, lift 14.7)
PC3 > 0.5599917
PC12 <= 2.218522
PC38 <= 0.4350086
PC49 > -0.8217391
PC59 > 1.023718
PC64 > -0.8729613
PC74 > -1.936675
-> class 1\|2 [0.936]
Rule 57/170: (22.1/0.7, lift 14.6)
PC2 <= 2.5099
PC3 > 0.5599917
PC8 <= -0.5899261
PC11 <= 2.038316
PC16 <= 0.8572028
PC18 <= 0.379988
-> class 1\|2 [0.931]
Rule 57/171: (31.6/1.5, lift 14.5)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC15 > -2.366277
PC16 <= 0.8572028
PC32 <= 6.056875
PC49 <= -0.8217391
PC69 > -0.598914
-> class 1\|2 [0.926]
Rule 57/172: (62.8/4.2, lift 14.4)
PC2 <= 2.5099
PC3 > 0.5599917
PC11 <= 2.038316
PC38 <= 0.4350086
PC74 > -1.936675
PC85 > 0.9492499
-> class 1\|2 [0.920]
Rule 57/173: (8.1, lift 14.1)
PC3 > 1.640775
PC18 > 0.4743243
PC50 <= -0.3090893
-> class 1\|2 [0.901]
Rule 57/174: (39.5/5.4, lift 13.3)
PC3 > 0.5599917
PC5 > 2.130647
PC12 > 2.218522
PC32 <= 6.056875
PC38 > -0.03159698
-> class 1\|2 [0.846]
Rule 57/175: (15.8/2, lift 13.1)
PC2 <= 2.5099
PC3 > 0.5651075
PC15 > -2.366277
PC16 <= 0.8572028
PC18 <= 0.379988
PC32 <= 6.056875
PC49 > -0.8217391
PC61 <= -0.5167729
PC69 > -0.598914
PC74 > -1.936675
-> class 1\|2 [0.832]
Rule 57/176: (149.3/71.5, lift 8.2)
PC2 <= 2.5099
PC4 <= 0.3576043
PC8 > 0.06176633
PC52 <= -0.4515938
PC100 > -2.221305
-> class 1\|2 [0.521]
Rule 57/177: (130.8/0.3, lift 20.4)
PC2 <= 2.5099
PC3 > 0.5599917
PC12 <= 2.218522
PC16 > 0.8572028
PC38 > 0.2851224
PC68 <= 1.005476
-> class 1\|3 [0.990]
Rule 57/178: (122.9/0.8, lift 20.3)
PC3 > 0.5599917
PC11 > 2.038316
PC13 > -0.2156336
PC16 <= 0.8572028
PC28 > -0.02912438
PC33 <= 0.9062011
PC62 <= 0.1183064
-> class 1\|3 [0.986]
Rule 57/179: (66.5, lift 20.3)
PC1 <= 8.373149
PC2 <= 2.5099
PC3 > 0.5599917
PC16 <= 0.8572028
PC32 <= 6.056875
PC69 <= -0.598914
PC93 > -0.9131173
-> class 1\|3 [0.985]
Rule 57/180: (209/2.8, lift 20.3)
PC3 > 0.6983362
PC7 <= 1.535702
PC12 <= -1.473312
PC16 > 0.8572028
PC61 <= 0.7707137
PC93 > -0.1822856
-> class 1\|3 [0.982]
Rule 57/181: (46.2, lift 20.2)
PC2 <= 2.5099
PC3 > 0.5599917
PC7 <= 1.535702
PC10 <= -0.2465185
PC12 > -1.473312
PC32 <= 2.038189
PC73 <= -0.3351381
-> class 1\|3 [0.979]
Rule 57/182: (43.8, lift 20.2)
PC1 <= 5.464444
PC2 <= 2.5099
PC7 <= -2.662353
PC8 > -3.501955
PC24 <= 2.124421
PC28 > -0.2747726
PC51 > 0.6108328
-> class 1\|3 [0.978]
Rule 57/183: (31, lift 20.0)
PC1 > 5.464444
PC1 <= 6.482014
PC4 <= 0.3576043
PC8 > -5.19668
PC8 <= 0.06176633
-> class 1\|3 [0.970]
Rule 57/184: (131.7/3.8, lift 19.9)
PC2 > 2.5099
PC3 > 1.640775
PC3 <= 8.896361
PC5 > -6.652731
PC18 <= 0.4743243
PC50 <= -0.3090893
PC68 <= 1.327048
PC82 > -0.5374946
-> class 1\|3 [0.964]
Rule 57/185: (25.7/0.1, lift 19.8)
PC2 <= 2.5099
PC3 > 0.5599917
PC7 <= 1.535702
PC8 <= 2.192581
PC68 <= 1.005476
PC80 <= -1.360059
-> class 1\|3 [0.960]
Rule 57/186: (13.3/0.3, lift 18.9)
PC3 <= 0.5599917
PC4 > 0.3576043
PC18 > -0.2839709
PC19 <= -1.120234
PC45 > 0.165143
PC56 <= 1.749539
-> class 1\|3 [0.915]
Rule 57/187: (19.1/2.1, lift 17.6)
PC3 > 0.5599917
PC5 <= 2.130647
PC12 > 2.218522
PC38 > -0.03159698
-> class 1\|3 [0.852]
Rule 57/188: (2396.1/1604.2, lift 6.8)
PC2 <= 2.5099
PC3 > 0.5599917
PC32 <= 6.056875
-> class 1\|3 [0.331]
Rule 57/189: (421.4, lift 14.9)
PC2 > 0.2443389
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC18 > 0.1897344
-> class 2\|0 [0.998]
Rule 57/190: (427.7/0.7, lift 14.9)
PC2 <= 2.5099
PC3 > 0.3461719
PC3 <= 0.5599917
PC8 > 0.06176633
PC10 <= -0.1386338
PC16 > -0.7868327
-> class 2\|0 [0.996]
Rule 57/191: (92.1, lift 14.8)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.2657993
PC10 <= -0.1386338
PC20 <= 0.224894
PC76 > 0.3019936
-> class 2\|0 [0.989]
Rule 57/192: (114.1/2, lift 14.6)
PC3 <= 0.5599917
PC8 > 0.5035633
PC8 <= 2.28864
PC10 <= -0.1386338
PC12 > -0.9480676
PC19 <= -0.4070463
PC74 > -0.5017077
-> class 2\|0 [0.974]
Rule 57/193: (22.1, lift 14.3)
PC2 <= 0.2443389
PC3 <= 0.5599917
PC8 > 0.06176633
PC10 <= -0.1386338
PC16 <= -0.7868327
PC20 <= 0.224894
-> class 2\|0 [0.959]
Rule 57/194: (16.5, lift 14.1)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC31 <= -0.4144218
PC44 > 0.8688231
-> class 2\|0 [0.945]
Rule 57/195: (25.9/12.6, lift 7.6)
PC2 <= 2.5099
PC4 > 0.3576043
PC56 > 1.749539
-> class 2\|0 [0.510]
Rule 57/196: (1993.8/1241.8, lift 5.6)
PC8 > 2.28864
-> class 2\|0 [0.377]
Rule 57/197: (199.8, lift 10.5)
PC3 <= 0.5599917
PC8 > 1.443925
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.780835
PC20 <= 0.185473
PC24 <= 1.822477
PC40 > -1.133084
PC44 <= 0.7312034
PC52 > -0.4515938
PC66 <= 0.6346377
-> class 2\|1 [0.995]
Rule 57/198: (108.9, lift 10.5)
PC2 <= 0.2443389
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.179018
PC19 <= 3.281082
PC20 <= 0.185473
PC24 <= 1.822477
PC28 <= -0.05559533
PC31 > -0.8658096
PC44 <= 0.7312034
-> class 2\|1 [0.991]
Rule 57/199: (95.3, lift 10.5)
PC2 <= 0.2443389
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC12 > -2.179018
PC20 <= 0.185473
PC22 > -0.8983377
PC24 <= 1.822477
PC27 > -0.9075571
PC40 > -1.133084
PC42 <= -0.4480487
PC44 <= 0.7312034
PC66 <= 0.6346377
PC100 > -2.221305
-> class 2\|1 [0.990]
Rule 57/200: (102.6, lift 10.5)
PC3 <= 0.5599917
PC8 > 2.28864
PC11 <= -0.9337804
PC52 > -0.4515938
-> class 2\|1 [0.990]
Rule 57/201: (103.6, lift 10.5)
PC3 <= 0.5599917
PC8 > 2.28864
PC12 <= 2.76642
PC13 <= -0.3208919
PC32 <= -1.640972
PC62 > -1.350312
PC95 > -0.6580613
PC99 > -1.303317
-> class 2\|1 [0.990]
Rule 57/202: (91.4, lift 10.5)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC12 > -2.780835
PC20 <= 0.185473
PC28 > -0.05559533
PC31 > -1.10688
PC40 > -1.133084
PC84 <= -0.4340452
-> class 2\|1 [0.989]
Rule 57/203: (120.9/0.6, lift 10.4)
PC4 <= 0.3576043
PC7 > -0.1741467
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC23 <= 1.494871
PC31 > -0.4144218
PC44 > 0.8688231
PC79 <= 0.2361963
-> class 2\|1 [0.987]
Rule 57/204: (252.8/2.8, lift 10.4)
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 2.28864
PC8 <= 6.733184
PC15 > -1.253256
PC40 > -1.646721
PC52 > -0.1888486
PC60 <= -0.4647856
-> class 2\|1 [0.985]
Rule 57/205: (177/1.8, lift 10.4)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.780835
PC20 <= 0.185473
PC31 > -1.10688
PC44 <= 0.8688231
PC52 > -0.4515938
PC62 > -1.319855
PC89 <= -0.2985263
PC100 > -2.221305
-> class 2\|1 [0.984]
Rule 57/206: (48, lift 10.4)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC12 > -2.780835
PC24 <= 1.822477
PC31 > -1.10688
PC59 > 0.654796
PC100 > -2.221305
-> class 2\|1 [0.980]
Rule 57/207: (178.6/2.9, lift 10.3)
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 2.28864
PC52 > 0.02556114
PC60 <= -0.4647856
-> class 2\|1 [0.979]
Rule 57/208: (46.8, lift 10.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC11 > -0.9337804
PC21 > -0.01498057
PC74 <= -0.2667014
PC84 <= -0.1397391
PC100 > -2.221305
-> class 2\|1 [0.979]
Rule 57/209: (80.7/0.9, lift 10.3)
PC3 <= 0.5599917
PC8 > 0.06176633
PC10 > -0.1386338
PC12 > -2.780835
PC20 > 0.185473
PC30 <= -0.07971685
PC31 > -1.10688
PC52 > -0.4515938
PC62 > 0.08974928
PC81 > -0.4322264
PC99 <= 0.5628072
-> class 2\|1 [0.977]
Rule 57/210: (39.1, lift 10.3)
PC3 <= 0.5599917
PC8 > 1.736993
PC12 <= -2.780835
-> class 2\|1 [0.976]
Rule 57/211: (148.9/2.8, lift 10.3)
PC2 <= 2.5099
PC3 <= 0.3461719
PC8 > 0.2657993
PC8 <= 2.28864
PC10 <= -0.1386338
PC16 > -0.7868327
PC19 > -0.4070463
PC20 <= 0.224894
PC76 <= 0.3019936
PC85 > -1.427527
-> class 2\|1 [0.975]
Rule 57/212: (37.3, lift 10.3)
PC2 <= 2.5099
PC4 <= 0.3576043
PC8 > -1.645757
PC13 <= -0.8909437
PC57 > 0.002146944
-> class 2\|1 [0.975]
Rule 57/213: (217.2/5.2, lift 10.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.179018
PC20 <= 0.185473
PC22 > -0.8983377
PC31 > -0.8658096
PC40 > -1.133084
PC44 <= 0.7312034
PC52 > -0.4515938
PC62 > 0.07116681
PC66 <= 0.6346377
PC100 > -2.221305
-> class 2\|1 [0.972]
Rule 57/214: (98.8/1.9, lift 10.3)
PC3 <= 0.5599917
PC8 > 2.28864
PC12 <= -1.306632
PC59 <= 0.311226
-> class 2\|1 [0.971]
Rule 57/215: (31.3, lift 10.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC47 > 0.8095334
PC52 > -0.4515938
PC59 <= 0.311226
-> class 2\|1 [0.970]
Rule 57/216: (125.9/3.2, lift 10.2)
PC3 <= 0.5599917
PC8 > 2.28864
PC21 <= -0.01498057
PC40 > -1.646721
PC46 <= 1.258717
PC47 <= 0.8095334
-> class 2\|1 [0.967]
Rule 57/217: (28.2, lift 10.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC12 > -1.306632
PC32 > -1.640972
PC41 <= 1.617613
PC52 > -0.4515938
PC60 > -0.4647856
PC74 <= -0.6617889
PC75 <= 0.3084
-> class 2\|1 [0.967]
Rule 57/218: (22.7, lift 10.1)
PC2 <= -9.55354
-> class 2\|1 [0.960]
Rule 57/219: (22.2, lift 10.1)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC44 <= 0.8688231
PC92 <= -1.006506
-> class 2\|1 [0.959]
Rule 57/220: (143.7/5.4, lift 10.1)
PC3 <= 0.5599917
PC8 > 2.28864
PC20 > -0.04006144
PC40 > -1.646721
PC60 <= -0.4647856
-> class 2\|1 [0.956]
Rule 57/221: (18.6, lift 10.1)
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 2.28864
PC26 <= -3.325578
PC52 > -0.4515938
PC100 > -2.221305
-> class 2\|1 [0.952]
Rule 57/222: (16, lift 10.0)
PC3 <= 0.5599917
PC8 > 2.28864
PC59 > 0.311226
PC60 > -0.4647856
-> class 2\|1 [0.944]
Rule 57/223: (10.1, lift 9.7)
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 2.28864
PC10 <= -0.1386338
PC12 <= -0.9480676
PC19 <= -0.4070463
PC52 > -0.4515938
PC100 > -2.221305
-> class 2\|1 [0.917]
Rule 57/224: (8.8, lift 9.6)
PC3 <= 0.5599917
PC8 > 0.06176633
PC16 > -0.80718
PC20 > 0.185473
PC26 > 2.889466
-> class 2\|1 [0.907]
Rule 57/225: (7.9, lift 9.5)
PC8 > 2.28864
PC32 > -1.640972
PC41 > 1.617613
PC74 <= -0.2667014
-> class 2\|1 [0.899]
Rule 57/226: (62.7/5.6, lift 9.5)
PC2 <= 0.2443389
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.780835
PC16 > -0.80718
PC26 <= 2.889466
PC30 > -0.07971685
PC31 > -1.10688
PC44 <= 0.8688231
PC52 > -0.4515938
PC59 <= 0.654796
PC64 <= -0.1002095
PC79 <= 0.1424715
-> class 2\|1 [0.897]
Rule 57/227: (21.3/1.4, lift 9.5)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC12 > -1.306632
PC60 > -0.4647856
PC82 > 0.4881443
-> class 2\|1 [0.895]
Rule 57/228: (36.1/3.5, lift 9.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC12 > -1.306632
PC15 > 1.856179
PC32 > -1.640972
PC74 > -0.2667014
-> class 2\|1 [0.881]
Rule 57/229: (10.5/0.6, lift 9.2)
PC2 <= 2.5099
PC4 <= 0.3576043
PC8 > 0.06176633
PC12 > -2.780835
PC16 > -0.80718
PC17 > 0.5226455
PC20 > 0.185473
PC30 > -0.07971685
-> class 2\|1 [0.875]
Rule 57/230: (26.9/3.5, lift 8.9)
PC2 <= 2.5099
PC8 > -1.645757
PC8 <= 0.06176633
PC21 > 1.559848
PC40 <= 0.2721778
PC57 <= 0.002146944
PC87 > -0.8510116
-> class 2\|1 [0.846]
Rule 57/231: (196.2/39.1, lift 8.4)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC12 > -1.306632
PC21 > -0.01498057
PC59 <= 0.311226
PC74 <= -0.2667014
PC75 > 0.3084
-> class 2\|1 [0.798]
Rule 57/232: (32.9/6.4, lift 8.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC10 > -0.1386338
PC12 > -2.780835
PC20 > 0.185473
PC31 > -1.10688
PC52 > -0.4515938
PC79 > 0.1424715
-> class 2\|1 [0.788]
Rule 57/233: (113.5/25.5, lift 8.1)
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 2.28864
PC46 > 1.258717
-> class 2\|1 [0.770]
Rule 57/234: (34.6/7.9, lift 8.0)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > -1.645757
PC8 <= 0.06176633
PC27 > -0.5742254
PC57 > 0.002146944
PC68 <= -1.517411
-> class 2\|1 [0.757]
Rule 57/235: (25/5.9, lift 7.9)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > -1.645757
PC8 <= 0.06176633
PC27 > -0.5742254
PC46 > 1.480868
PC57 > 0.002146944
-> class 2\|1 [0.745]
Rule 57/236: (50.5/13.5, lift 7.7)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC27 <= -0.5742254
PC41 <= 0.9434791
PC46 <= 1.521844
PC57 > 0.002146944
PC70 <= 0.2109899
-> class 2\|1 [0.724]
Rule 57/237: (117.1/40.5, lift 6.9)
PC2 <= 2.5099
PC8 > -1.645757
PC57 <= 0.002146944
PC87 <= -0.8510116
-> class 2\|1 [0.652]
Rule 57/238: (54.9/21.9, lift 6.3)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC19 > -3.72969
PC32 > 1.49221
-> class 2\|1 [0.598]
Rule 57/239: (353.1, lift 11.3)
PC1 <= 5.464444
PC2 > -8.745837
PC2 <= -0.9051542
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC14 > -2.588738
PC21 <= 1.559848
PC32 <= 0.6688672
PC57 <= 0.002146944
PC60 <= -0.07596271
PC87 > -0.8510116
PC100 <= 2.711829
-> class 2\|2 [0.997]
Rule 57/240: (346.9/1.7, lift 11.3)
PC1 <= 5.464444
PC2 > -8.745837
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC6 <= 2.77764
PC8 > -1.645757
PC8 <= 0.06176633
PC14 > -2.588738
PC21 <= 1.559848
PC32 <= 0.6688672
PC57 <= 0.002146944
PC83 > -0.7510058
PC87 > -0.8510116
PC100 <= 2.711829
-> class 2\|2 [0.992]
Rule 57/241: (54.9, lift 11.2)
PC8 > -3.501955
PC8 <= -1.645757
PC9 > 7.574051
PC51 <= 0.6108328
PC57 <= 0.3726185
-> class 2\|2 [0.982]
Rule 57/242: (50, lift 11.2)
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC20 <= 0.07252375
PC21 > 1.559848
PC40 > 0.2721778
PC57 <= 0.002146944
-> class 2\|2 [0.981]
Rule 57/243: (47, lift 11.1)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC27 <= -0.5742254
PC70 > 0.2109899
-> class 2\|2 [0.980]
Rule 57/244: (50.5/0.4, lift 11.1)
PC2 <= 2.5099
PC8 > -3.501955
PC8 <= 0.06176633
PC60 <= 0.3107418
PC88 <= 0.9124815
PC94 <= -1.321061
-> class 2\|2 [0.972]
Rule 57/245: (147.1/3.3, lift 11.1)
PC1 <= -2.410257
PC8 > -3.501955
PC8 <= -1.645757
PC40 <= -0.07825629
PC42 > -0.7201476
PC60 <= 0.3107418
PC64 > -0.4586444
PC78 > -0.3609338
PC88 > -0.2962173
PC95 <= 0.5833812
-> class 2\|2 [0.971]
Rule 57/246: (114.1/2.7, lift 11.0)
PC8 > 0.06176633
PC8 <= 1.736993
PC10 > -0.1386338
PC12 <= -2.780835
PC26 > -3.325578
PC44 <= 0.8688231
PC52 > -0.4515938
PC92 > -1.006506
-> class 2\|2 [0.968]
Rule 57/247: (76.2/1.6, lift 11.0)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -3.501955
PC8 <= 0.06176633
PC60 <= 0.3107418
PC97 <= -0.5201886
-> class 2\|2 [0.967]
Rule 57/248: (215.7/6.3, lift 11.0)
PC1 <= 5.464444
PC2 > -9.55354
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC14 > -2.588738
PC19 > -3.72969
PC21 <= 1.559848
PC57 <= 0.002146944
PC87 > -0.8510116
PC89 <= 0.09579754
-> class 2\|2 [0.966]
Rule 57/249: (79.9/1.9, lift 11.0)
PC1 <= -1.360922
PC8 > -1.645757
PC8 <= 0.06176633
PC32 <= 1.49221
PC35 <= 2.711159
PC44 <= -0.474933
PC46 <= 1.480868
PC57 > 0.002146944
-> class 2\|2 [0.964]
Rule 57/250: (37.8/0.6, lift 10.9)
PC7 > -0.652876
PC8 <= -1.645757
PC9 > 7.574051
-> class 2\|2 [0.961]
Rule 57/251: (22.8, lift 10.9)
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 1.443925
PC12 > -2.780835
PC12 <= -2.179018
PC19 <= 3.281082
PC89 > -0.2985263
PC100 > -2.221305
-> class 2\|2 [0.960]
Rule 57/252: (22, lift 10.9)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= -0.2864313
PC8 > -1.645757
PC8 <= 0.06176633
PC13 > -0.8909437
PC27 > -0.5742254
PC46 <= 1.480868
PC54 <= 1.308325
PC74 > 0.2293723
-> class 2\|2 [0.958]
Rule 57/253: (21.8, lift 10.9)
PC2 <= 0.2443389
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 1.443925
PC20 <= 0.185473
PC22 <= -0.8983377
PC28 > -0.05559533
PC31 > -0.8658096
PC52 > -0.4515938
PC84 > -0.4340452
-> class 2\|2 [0.958]
Rule 57/254: (20.2, lift 10.9)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > -1.645757
PC8 <= 0.06176633
PC54 > 1.308325
PC57 > 0.002146944
-> class 2\|2 [0.955]
Rule 57/255: (19.7, lift 10.9)
PC8 > 0.06176633
PC8 <= 2.28864
PC9 <= -2.270696
PC44 <= 0.8688231
PC62 <= -1.319855
-> class 2\|2 [0.954]
Rule 57/256: (18.9, lift 10.8)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 2.28864
PC10 <= -0.1386338
PC85 <= -1.427527
-> class 2\|2 [0.952]
Rule 57/257: (17.5, lift 10.8)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC44 > -0.474933
PC68 > -1.517411
PC100 <= -1.668657
-> class 2\|2 [0.949]
Rule 57/258: (199.7/10.2, lift 10.7)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC17 <= 0.5226455
PC20 > 0.185473
PC26 <= 2.889466
PC30 > -0.07971685
PC44 <= 0.8688231
PC52 > -0.4515938
PC59 <= 0.654796
PC64 > -0.1002095
PC79 <= 0.1424715
-> class 2\|2 [0.945]
Rule 57/259: (14.2, lift 10.7)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 2.28864
PC16 > -0.80718
PC20 > 0.185473
PC30 <= -0.07971685
PC99 > 0.5628072
-> class 2\|2 [0.937]
Rule 57/260: (12.7, lift 10.6)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC20 > 0.185473
PC52 > -0.4515938
PC81 <= -0.4322264
PC100 > -2.221305
-> class 2\|2 [0.932]
Rule 57/261: (118.1/7.4, lift 10.6)
PC1 <= 5.464444
PC2 <= 2.5099
PC8 > -3.501955
PC8 <= -1.645757
PC24 <= 2.124421
PC40 <= -0.07825629
PC42 > -0.7201476
PC52 > -0.06065113
PC60 <= 0.3107418
PC64 > -0.4586444
PC78 > -0.3609338
PC88 > -0.2962173
PC95 <= 0.5833812
-> class 2\|2 [0.930]
Rule 57/262: (18.8/1, lift 10.3)
PC1 <= 5.464444
PC2 <= 2.5099
PC8 > -3.501955
PC8 <= -1.645757
PC9 <= 7.574051
PC46 > 1.400982
PC60 > 0.3107418
-> class 2\|2 [0.906]
Rule 57/263: (8.3, lift 10.3)
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 1.443925
PC20 <= 0.185473
PC31 > -1.10688
PC31 <= -0.8658096
PC89 > -0.2985263
-> class 2\|2 [0.903]
Rule 57/264: (8, lift 10.2)
PC2 <= 2.5099
PC8 > 0.06176633
PC23 > 1.494871
PC24 <= 1.822477
PC44 > 0.8688231
-> class 2\|2 [0.900]
Rule 57/265: (22.5/1.5, lift 10.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC62 > -1.319855
PC66 > 0.6346377
PC89 > -0.2985263
-> class 2\|2 [0.899]
Rule 57/266: (16.7/1, lift 10.2)
PC8 > -3.501955
PC8 <= -1.645757
PC21 <= -0.7748326
PC36 > 0.1539692
PC60 > 0.3107418
-> class 2\|2 [0.893]
Rule 57/267: (96.2/9.5, lift 10.2)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -1.645757
PC8 <= 0.06176633
PC12 <= 2.348738
PC18 <= 0.718424
PC19 > -3.72969
PC27 > -0.5742254
PC46 <= 1.480868
PC51 > -0.06330171
PC57 > 0.002146944
PC61 <= 0.336526
PC68 > -1.517411
PC74 <= 0.2293723
-> class 2\|2 [0.893]
Rule 57/268: (20.4/1.5, lift 10.1)
PC2 <= 0.2443389
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 0.2657993
PC10 <= -0.1386338
PC52 > -0.4515938
PC100 > -2.221305
-> class 2\|2 [0.890]
Rule 57/269: (11.8/0.7, lift 10.0)
PC8 > -3.501955
PC8 <= -1.645757
PC26 > 2.750897
PC36 <= 0.1539692
PC60 > 0.3107418
PC63 > -0.3286172
-> class 2\|2 [0.876]
Rule 57/270: (5.1, lift 9.8)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 > 0.3576043
PC8 > -1.301106
PC82 <= -0.5082305
-> class 2\|2 [0.859]
Rule 57/271: (9.5/0.6, lift 9.8)
PC2 <= 2.5099
PC8 <= 1.443925
PC27 <= -0.9075571
PC40 > -1.133084
PC52 > -0.4515938
PC84 > -0.4340452
PC89 > -0.2985263
-> class 2\|2 [0.857]
Rule 57/272: (13.8/1.6, lift 9.5)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > -3.501955
PC8 <= 0.06176633
PC40 > -0.07825629
PC51 <= 0.6108328
PC60 > 0.2814912
PC60 <= 0.3107418
-> class 2\|2 [0.838]
Rule 57/273: (46.4/7.1, lift 9.5)
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC19 > 3.281082
PC20 <= 0.185473
PC44 <= 0.8688231
-> class 2\|2 [0.832]
Rule 57/274: (44.4/8.1, lift 9.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > 0.06176633
PC8 <= 1.443925
PC10 > -0.1386338
PC20 <= 0.185473
PC28 > -0.05559533
PC31 > -1.10688
PC42 > -0.4480487
PC44 <= 0.7312034
PC62 > -1.319855
PC62 <= 0.07116681
PC84 > -0.4340452
PC89 > -0.2985263
-> class 2\|2 [0.805]
Rule 57/275: (76.1/14.7, lift 9.1)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC7 > -2.662353
PC8 > -3.501955
PC8 <= 0.06176633
PC37 <= 1.347563
PC51 > 0.6108328
-> class 2\|2 [0.798]
Rule 57/276: (52.4/13, lift 8.5)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC40 <= -1.646721
PC100 > -2.221305
-> class 2\|2 [0.743]
Rule 57/277: (164.2/44.5, lift 8.3)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 <= 2.28864
PC10 > -0.1386338
PC19 <= 3.281082
PC40 <= -1.133084
PC62 > -1.319855
PC66 <= 0.6346377
PC100 > -2.221305
-> class 2\|2 [0.726]
Rule 57/278: (15/4.1, lift 8.0)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC16 <= -0.80718
PC44 <= 0.8688231
PC52 > -0.4515938
-> class 2\|2 [0.703]
Rule 57/279: (26.2/9.3, lift 7.2)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC8 <= 2.28864
PC10 > -0.1386338
PC12 > -2.780835
PC44 > 0.7312034
PC44 <= 0.8688231
PC89 > -0.2985263
-> class 2\|2 [0.635]
Rule 57/280: (327.7/6.6, lift 7.6)
PC1 <= 5.464444
PC2 <= 2.5099
PC8 <= -3.501955
PC11 > -4.440385
PC20 <= 0.6207183
PC43 <= -0.138937
PC73 <= 0.6333374
-> class 2\|3 [0.977]
Rule 57/281: (30.1, lift 7.6)
PC1 <= 5.464444
PC8 <= -1.645757
PC21 > 0.2492497
PC25 <= 0.3361501
PC37 > 1.521712
PC51 <= 0.8726742
PC95 <= 0.7061155
-> class 2\|3 [0.969]
Rule 57/282: (11.4, lift 7.2)
PC1 <= 5.464444
PC2 <= -0.9051542
PC6 > 2.77764
PC21 <= 1.559848
PC57 <= 0.002146944
PC60 > -0.07596271
-> class 2\|3 [0.925]
Rule 57/283: (18.4/5.4, lift 5.4)
PC2 <= 2.5099
PC3 <= 0.5599917
PC4 <= 0.3576043
PC8 > 0.06176633
PC24 > 1.822477
-> class 2\|3 [0.684]
Rule 57/284: (19.3/8.2, lift 4.4)
PC2 <= 2.5099
PC3 > 0.5599917
PC3 <= 0.6983362
PC16 > 0.8572028
-> class 2\|3 [0.567]
Rule 57/285: (11724.1/9175.7, lift 1.7)
PC2 <= 2.5099
-> class 2\|3 [0.217]
Rule 57/286: (141/0.7, lift 25.1)
PC2 <= 2.5099
PC8 <= -3.501955
PC16 <= 0.3849339
PC24 <= 0.06700516
PC43 > -0.138937
PC49 > -0.4496862
PC85 > -0.4749953
PC91 <= 0.04802804
PC95 <= 0.7061155
PC96 <= 0.2911013
-> class 2\|4 [0.988]
Rule 57/287: (166.8/1.5, lift 25.0)
PC1 <= 5.464444
PC8 <= -3.501955
PC21 > 0.2492497
PC37 <= 1.521712
PC43 > -0.138937
PC91 <= 0.04802804
PC95 <= 0.7061155
PC96 <= 0.2911013
-> class 2\|4 [0.985]
Rule 57/288: (80.3/0.3, lift 25.0)
PC2 <= 2.5099
PC8 > -3.501955
PC8 <= -1.645757
PC19 <= -0.04504162
PC41 <= -0.2255226
PC47 <= -0.1810699
PC49 <= -0.00572432
PC60 > 0.3107418
PC63 <= -0.3286172
-> class 2\|4 [0.984]
Rule 57/289: (62.6/0.4, lift 24.9)
PC8 <= 0.06176633
PC11 <= -4.440385
-> class 2\|4 [0.979]
Rule 57/290: (142/2.4, lift 24.8)
PC3 <= -0.08880451
PC8 <= -3.501955
PC25 <= 0.3361501
PC35 <= 1.61582
PC43 > -0.138937
PC55 <= -0.1199826
PC74 > -0.8904318
PC91 <= 0.04802804
PC94 > 0.2785691
PC96 <= 0.2911013
-> class 2\|4 [0.977]
Rule 57/291: (59.5/0.4, lift 24.8)
PC1 <= 5.464444
PC8 <= -3.501955
PC19 <= -3.843604
PC43 > -0.138937
-> class 2\|4 [0.977]
Rule 57/292: (28.4, lift 24.6)
PC8 <= -3.501955
PC51 > 0.8726742
-> class 2\|4 [0.967]
Rule 57/293: (27.2, lift 24.5)
PC1 <= 5.464444
PC3 <= 0.5599917
PC19 <= -5.339911
PC60 <= 0.3107418
-> class 2\|4 [0.966]
Rule 57/294: (26.4, lift 24.5)
PC8 <= -1.645757
PC37 > 1.347563
PC51 > 0.6108328
-> class 2\|4 [0.965]
Rule 57/295: (22.7, lift 24.3)
PC1 <= 5.464444
PC2 <= 2.5099
PC3 <= 0.5599917
PC8 > -3.501955
PC8 <= 0.06176633
PC10 <= -0.3275537
PC36 <= 0.1539692
PC46 <= 1.400982
PC60 > 0.3107418
-> class 2\|4 [0.959]
Rule 57/296: (13.9, lift 23.8)
PC4 <= 0.3576043
PC8 > -3.501955
PC8 <= 0.06176633
PC11 <= -4.141527
-> class 2\|4 [0.937]
Rule 57/297: (37.1/1.7, lift 23.7)
PC1 <= 5.464444
PC2 <= 2.5099
PC8 <= -1.645757
PC24 > 2.124421
-> class 2\|4 [0.931]
Rule 57/298: (14.9/0.5, lift 23.2)
PC1 <= 5.464444
PC8 <= -3.501955
PC16 <= -0.7230626
PC20 <= 0.6207183
PC43 <= -0.138937
PC73 > 0.6333374
-> class 2\|4 [0.914]
Rule 57/299: (9.5, lift 23.2)
PC2 <= 2.5099
PC8 <= 0.06176633
PC36 <= -5.709757
PC43 > -0.138937
-> class 2\|4 [0.913]
Rule 57/300: (8.1, lift 22.9)
PC2 <= 2.5099
PC8 > -3.501955
PC8 <= -1.645757
PC9 <= 7.574051
PC60 <= 0.3107418
PC88 > 0.9124815
-> class 2\|4 [0.901]
Rule 57/301: (15.6/2.3, lift 20.6)
PC2 <= 2.5099
PC8 <= -3.501955
PC46 <= -3.264833
-> class 2\|4 [0.810]
Rule 57/302: (5.4/0.6, lift 20.1)
PC1 <= 5.464444
PC3 <= 0.5599917
PC8 > -1.656485
PC8 <= -1.645757
PC60 > 0.3107418
-> class 2\|4 [0.790]
Rule 57/303: (36.4/10.9, lift 17.5)
PC8 > -3.501955
PC8 <= -1.645757
PC26 <= 2.750897
PC35 > 0.4076809
PC36 <= 0.1539692
PC54 > 0.3271774
PC60 > 0.3107418
PC63 > -0.3286172
-> class 2\|4 [0.689]
Rule 57/304: (37/18.2, lift 12.9)
PC3 <= 0.5599917
PC8 > -3.501955
PC8 <= -1.645757
PC28 <= -0.2747726
-> class 2\|4 [0.508]
Default class: 2\|3
----- Trial 58: -----
Rules:
Rule 58/1: (162, lift 15.4)
PC4 > -8.071015
PC9 > -0.2365089
PC11 > -0.07176195
PC18 > 2.311389
PC22 > -0.4121532
PC26 <= 0.6551214
PC30 <= 2.764926
PC41 > -0.1573501
PC44 <= 0.7844058
PC54 <= 1.241034
PC85 > 0.229656
PC85 <= 1.133667
-> class 0\|0 [0.994]
Rule 58/2: (141.9, lift 15.4)
PC2 > 2.60032
PC3 <= 1.640775
PC14 <= 1.137729
PC15 > -0.4957329
PC18 > -0.8495221
PC22 > -0.4121532
PC28 > -0.7039356
PC37 <= 1.103514
PC48 > 0.3690937
PC87 <= 0.1267545
-> class 0\|0 [0.993]
Rule 58/3: (111.4, lift 15.3)
PC4 > -8.071015
PC9 > -0.2365089
PC18 > 2.311389
PC30 <= 2.764926
PC43 <= -1.117503
PC53 > -1.052881
-> class 0\|0 [0.991]
Rule 58/4: (191.4/1.3, lift 15.3)
PC13 <= 8.316996
PC18 > 2.311389
PC22 > -0.4121532
PC26 <= 0.6551214
PC53 <= -1.052881
PC59 > -1.994747
PC63 <= 2.15753
PC70 > -0.7744908
PC91 <= 2.699026
-> class 0\|0 [0.988]
Rule 58/5: (341.5/6.5, lift 15.1)
PC7 > -0.9678689
PC13 <= 8.316996
PC18 > 2.311389
PC22 > -0.4121532
PC41 <= 0.1816671
PC55 <= 0.7727038
PC63 <= 2.15753
PC70 <= -0.7744908
PC81 <= 1.26251
PC91 <= 2.699026
-> class 0\|0 [0.978]
Rule 58/6: (36.4, lift 15.1)
PC2 > 2.60032
PC3 <= 1.640775
PC6 > 0.3019878
PC18 > -0.8495221
PC48 <= 0.3690937
-> class 0\|0 [0.974]
Rule 58/7: (379/22.5, lift 14.5)
PC4 > -8.071015
PC11 > -0.07176195
PC18 > 2.311389
PC22 > -0.4121532
PC26 <= 0.6551214
PC30 <= 2.764926
PC41 > -0.1573501
PC59 > -1.994747
PC85 <= 0.1872514
PC89 <= 0.5454723
-> class 0\|0 [0.938]
Rule 58/8: (77.1/5.1, lift 14.3)
PC4 <= -8.071015
PC7 > -0.9678689
PC13 > -2.659486
PC15 <= 0.9120634
PC18 > 2.311389
PC67 > -0.04001577
PC95 <= 0.1888164
-> class 0\|0 [0.923]
Rule 58/9: (45.8/2.9, lift 14.2)
PC2 > 2.60032
PC3 <= 1.640775
PC13 <= 8.316996
PC15 > -0.4957329
PC18 > -0.8495221
PC48 <= 0.3690937
PC57 > -0.6035684
PC69 > -1.1385
PC93 > -1.72388
PC100 <= -0.8821376
-> class 0\|0 [0.919]
Rule 58/10: (190.3/15.2, lift 14.2)
PC13 <= 0.8196219
PC15 > -0.4957329
PC18 > -0.8495221
PC22 > -0.4121532
PC29 > 1.579295
PC69 > -1.1385
PC80 <= 0.6405298
-> class 0\|0 [0.916]
Rule 58/11: (9.3, lift 14.1)
PC7 <= -0.9678689
PC18 > 2.311389
PC36 > 1.90757
-> class 0\|0 [0.911]
Rule 58/12: (20.2/3, lift 12.6)
PC2 > 2.60032
PC6 <= -0.02256839
PC8 > -0.1605581
PC18 > -0.8495221
PC22 <= -0.4121532
PC40 > -1.304991
PC74 > -0.2751827
PC95 <= -1.044407
PC98 > -0.9660518
-> class 0\|0 [0.817]
Rule 58/13: (11.9/2.4, lift 11.7)
PC2 > 2.60032
PC6 > -0.02256839
PC18 > -0.8495221
PC22 <= -0.4121532
PC72 <= 0.2198766
-> class 0\|0 [0.755]
Rule 58/14: (23.4/5.6, lift 11.5)
PC2 > 2.60032
PC8 > -0.1605581
PC18 > -0.8495221
PC22 <= -0.4121532
PC39 <= -1.580171
PC72 <= 0.2198766
PC88 <= 2.605299
-> class 0\|0 [0.741]
Rule 58/15: (1534.8/998.4, lift 5.4)
PC1 <= -0.1905799
PC2 > -7.893059e-005
PC10 <= -0.4266262
PC74 > 0.03304842
-> class 0\|0 [0.350]
Rule 58/16: (55.7, lift 11.1)
PC4 <= -8.071015
PC15 <= 0.9120634
PC22 > -0.4121532
PC53 > -1.052881
PC81 <= 1.26251
PC95 > 0.1888164
-> class 0\|1 [0.983]
Rule 58/17: (65.2/0.1, lift 11.2)
PC13 <= 8.316996
PC15 > -0.4957329
PC18 > 2.311389
PC26 > 0.6551214
PC70 > -0.7744908
PC73 > -3.696113
PC86 > -3.659824
-> class 0\|1 [0.983]
Rule 58/18: (55.7/0.6, lift 11.0)
PC15 > -0.4957329
PC18 > 2.311389
PC59 <= -1.994747
PC70 > -0.7744908
PC73 > -3.696113
PC86 > -3.659824
-> class 0\|1 [0.973]
Rule 58/19: (40.2/0.5, lift 11.0)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -2.566521
PC18 <= -0.8495221
PC46 <= -1.324877
-> class 0\|1 [0.966]
Rule 58/20: (27.5, lift 11.0)
PC18 <= -0.8495221
PC46 > -1.324877
PC78 > 2.983765
PC79 > -0.2976363
PC90 <= 5.507245
-> class 0\|1 [0.966]
Rule 58/21: (230.2/7.2, lift 10.9)
PC2 > 2.60032
PC3 <= 1.640775
PC6 <= -0.02256839
PC8 > -0.1605581
PC18 > -0.8495221
PC22 <= -0.4121532
PC27 <= 3.132588
PC39 > -1.580171
PC40 > -1.304991
PC72 <= 0.2198766
PC74 > -0.2751827
PC95 > -1.044407
-> class 0\|1 [0.965]
Rule 58/22: (47.8/3.3, lift 10.4)
PC2 > 2.60032
PC3 <= 1.640775
PC7 <= -0.7373997
PC17 > -1.959703
PC18 <= -0.8495221
PC78 <= 2.983765
-> class 0\|1 [0.914]
Rule 58/23: (79.1/22.9, lift 8.0)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -1.093892
PC18 <= -0.8495221
PC20 > -3.808707
PC25 <= -0.5375416
-> class 0\|1 [0.705]
Rule 58/24: (3886.6/2251.7, lift 4.8)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
-> class 0\|1 [0.421]
Rule 58/25: (72.6, lift 10.2)
PC2 > 2.60032
PC6 > -1.199715
PC8 <= -0.2379124
PC18 <= -0.8495221
PC20 > -3.808707
PC29 <= 6.604056
PC31 <= -0.1901456
PC42 > -1.904714
-> class 0\|2 [0.987]
Rule 58/26: (66.5/0.2, lift 10.2)
PC4 > -8.168219
PC10 <= -1.806728
PC15 > -0.5343126
PC18 > -2.656037
PC18 <= -1.093892
PC19 <= 0.04659254
PC31 > -0.1901456
PC32 <= -0.3208709
PC97 <= -0.09280121
-> class 0\|2 [0.983]
Rule 58/27: (57.1, lift 10.2)
PC3 <= -1.523787
PC18 > -1.750188
PC18 <= -1.093892
PC20 > -3.808707
PC33 > -2.555821
PC37 > -0.1150233
PC47 > -0.5494921
PC50 > -1.130504
PC97 > -0.09280121
-> class 0\|2 [0.983]
Rule 58/28: (61.8/0.2, lift 10.1)
PC2 > 2.60032
PC18 > -1.824607
PC18 <= -1.093892
PC20 > -3.808707
PC50 > -1.130504
PC79 > 0.9873943
-> class 0\|2 [0.981]
Rule 58/29: (92.1/1, lift 10.1)
PC1 <= -0.4437498
PC2 > 2.60032
PC3 > -1.523787
PC3 <= 1.640775
PC18 <= -0.8495221
PC20 > -3.808707
PC53 <= 1.110026
PC58 > -1.169038
PC67 > -0.1336897
PC87 > -0.1059664
PC94 <= 0.4389371
PC97 > -0.09280121
-> class 0\|2 [0.979]
Rule 58/30: (35.9, lift 10.1)
PC3 <= 1.640775
PC18 <= -0.8495221
PC20 > -3.808707
PC28 <= -1.425636
PC37 <= -0.1150233
PC50 > -1.130504
PC97 > -0.09280121
-> class 0\|2 [0.974]
Rule 58/31: (84.4/1.5, lift 10.0)
PC2 > 2.60032
PC3 <= 1.640775
PC8 <= -0.1564465
PC18 > -0.8495221
PC18 <= 2.311389
PC22 > -0.4121532
PC69 <= -1.1385
PC73 > -3.696113
-> class 0\|2 [0.971]
Rule 58/32: (38.8/0.2, lift 10.0)
PC18 <= -0.8495221
PC20 > -3.808707
PC30 <= 1.501975
PC31 > -0.1901456
PC50 > -1.130504
PC90 <= -1.112801
PC97 > -0.09280121
-> class 0\|2 [0.970]
Rule 58/33: (30.7, lift 10.0)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.4701075
PC15 > 1.210416
PC18 > -0.8495221
PC22 <= -0.4121532
PC72 > 0.2198766
-> class 0\|2 [0.969]
Rule 58/34: (106.8/3, lift 10.0)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
PC22 <= -0.4121532
PC39 > -1.580171
PC45 > -1.401044
PC62 <= 0.2452577
PC72 <= 0.2198766
PC74 <= -0.2751827
PC98 > -0.9660518
-> class 0\|2 [0.963]
Rule 58/35: (26.3/0.1, lift 9.9)
PC2 > 2.60032
PC18 <= -0.8495221
PC20 > -3.808707
PC47 > -0.5494921
PC67 <= -0.1731152
PC78 <= 2.983765
PC87 <= -0.1059664
PC94 <= 0.4389371
PC97 > -0.09280121
-> class 0\|2 [0.960]
Rule 58/36: (22.8, lift 9.9)
PC4 > 7.582463
PC18 > -1.093892
PC18 <= -0.8495221
PC20 > -3.808707
-> class 0\|2 [0.960]
Rule 58/37: (117.8/3.8, lift 9.9)
PC1 <= -0.4171524
PC2 > 2.60032
PC8 <= -0.1605581
PC18 > -0.8495221
PC20 <= 2.190373
PC22 <= -0.4121532
PC47 <= 4.410915
PC67 > -0.3901699
PC72 <= 0.2198766
-> class 0\|2 [0.960]
Rule 58/38: (47.7/1, lift 9.9)
PC3 <= 1.640775
PC7 > -0.7373997
PC18 <= -0.8495221
PC20 > -3.808707
PC29 <= 6.604056
PC33 <= -2.555821
PC97 > -0.09280121
-> class 0\|2 [0.959]
Rule 58/39: (29.1/0.3, lift 9.9)
PC2 > 2.60032
PC18 <= -1.093892
PC29 <= 6.604056
PC37 > -0.1150233
PC42 > 1.195152
PC50 > -1.130504
PC87 > -0.1059664
PC97 > -0.09280121
-> class 0\|2 [0.959]
Rule 58/40: (43.5/0.9, lift 9.9)
PC2 > 2.60032
PC3 <= 1.640775
PC15 > -0.4957329
PC18 > -0.8495221
PC18 <= 2.311389
PC22 > -0.4121532
PC80 > 0.6405298
-> class 0\|2 [0.959]
Rule 58/41: (26.7/0.2, lift 9.9)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.4701075
PC9 <= 0.2136989
PC16 <= -0.6200095
PC18 > -0.8495221
PC22 <= -0.4121532
PC72 > 0.2198766
PC86 > -3.659824
-> class 0\|2 [0.958]
Rule 58/42: (21, lift 9.9)
PC18 > -0.8495221
PC22 <= -0.4121532
PC27 > 3.132588
PC47 <= 4.410915
PC98 > -0.9660518
-> class 0\|2 [0.956]
Rule 58/43: (26.5/0.2, lift 9.9)
PC2 > 2.60032
PC3 <= 1.640775
PC15 > -0.4957329
PC18 > -0.8495221
PC18 <= 2.311389
PC22 > -0.4121532
PC40 <= -2.215916
-> class 0\|2 [0.956]
Rule 58/44: (20.4, lift 9.9)
PC2 > 2.60032
PC3 <= 1.640775
PC7 > -0.7373997
PC17 > 0.63545
PC18 <= -0.8495221
PC20 > -3.808707
PC31 > -0.1901456
PC50 > -1.130504
-> class 0\|2 [0.955]
Rule 58/45: (174/7.2, lift 9.9)
PC7 > -0.7373997
PC16 > 0.3279199
PC18 <= -1.093892
PC20 > -3.808707
PC30 <= 1.501975
PC52 > -1.780418
PC82 > -0.2850428
PC94 > 0.4389371
PC96 > -0.6764969
PC96 <= 0.7117673
PC97 > -0.09280121
-> class 0\|2 [0.953]
Rule 58/46: (70.1/2.5, lift 9.8)
PC2 > 2.60032
PC7 > -0.7373997
PC18 <= -0.8495221
PC20 > -3.808707
PC30 > 1.501975
PC31 > -0.1901456
PC78 <= 2.983765
PC97 > -0.09280121
-> class 0\|2 [0.951]
Rule 58/47: (24.8/0.4, lift 9.8)
PC18 <= -0.8495221
PC20 > -3.808707
PC29 <= 6.604056
PC65 > 2.478478
PC90 <= 5.507245
-> class 0\|2 [0.947]
Rule 58/48: (84.5/3.7, lift 9.8)
PC3 <= 1.640775
PC7 <= -0.7373997
PC17 <= -1.959703
PC18 <= -0.8495221
PC22 <= 1.940598
PC33 > -1.425962
PC46 > -1.324877
PC90 > -1.516673
-> class 0\|2 [0.945]
Rule 58/49: (72.8/3.2, lift 9.8)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
PC22 <= -0.4121532
PC45 > -1.401044
PC72 <= 0.2198766
PC74 <= -0.2751827
PC77 > -0.2903732
PC88 <= 0.03587992
-> class 0\|2 [0.944]
Rule 58/50: (15, lift 9.7)
PC2 > 2.60032
PC3 <= 1.640775
PC17 > -1.193444
PC18 <= -0.8495221
PC20 > -3.808707
PC50 > -1.130504
PC87 <= -0.1059664
PC94 <= 0.4389371
PC97 > -0.09280121
-> class 0\|2 [0.941]
Rule 58/51: (36.1/1.3, lift 9.7)
PC2 > 2.60032
PC3 <= 1.640775
PC7 <= -0.4701075
PC9 <= 0.2136989
PC18 > -0.8495221
PC22 <= -0.4121532
PC47 <= 4.410915
PC72 > 0.2198766
-> class 0\|2 [0.940]
Rule 58/52: (14.5, lift 9.7)
PC2 > 2.60032
PC3 <= 1.640775
PC10 > -1.806728
PC15 > 0.5932981
PC18 > -1.824607
PC18 <= -0.8495221
PC20 > -3.808707
PC46 > -1.324877
-> class 0\|2 [0.939]
Rule 58/53: (14.1, lift 9.7)
PC2 > 2.60032
PC3 <= 1.640775
PC8 > -0.1605581
PC18 > -0.8495221
PC22 <= -0.4121532
PC40 <= -1.304991
PC74 > -0.2751827
PC86 > -3.659824
PC98 > -0.9660518
-> class 0\|2 [0.938]
Rule 58/54: (153.4/8.7, lift 9.7)
PC2 > 2.60032
PC3 <= 1.640775
PC13 <= 8.316996
PC15 > -0.4957329
PC18 > -0.8495221
PC18 <= 2.311389
PC20 <= 2.190373
PC29 <= 1.579295
PC48 <= 0.3690937
PC57 <= -0.6035684
-> class 0\|2 [0.938]
Rule 58/55: (14, lift 9.7)
PC2 > 2.60032
PC13 <= 8.316996
PC18 > -0.8495221
PC18 <= 2.311389
PC48 <= 0.3690937
PC57 > -0.6035684
PC59 <= -2.749385
-> class 0\|2 [0.938]
Rule 58/56: (48.7/2.1, lift 9.7)
PC8 <= -0.1032193
PC13 > 8.316996
PC18 > -0.8495221
PC22 > -0.4121532
PC73 > -3.696113
PC96 > -1.391983
-> class 0\|2 [0.938]
Rule 58/57: (71.9/3.8, lift 9.7)
PC4 <= -8.168219
PC18 <= -1.093892
-> class 0\|2 [0.935]
Rule 58/58: (13.3, lift 9.7)
PC2 > 2.60032
PC13 <= 8.316996
PC18 > -0.8495221
PC18 <= 2.311389
PC22 > -0.4121532
PC48 > 0.3690937
PC74 > 1.159459
-> class 0\|2 [0.935]
Rule 58/59: (18.5/0.5, lift 9.6)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
PC22 <= -0.4121532
PC47 <= 4.410915
PC72 <= 0.2198766
PC74 <= -0.2751827
PC77 <= -0.2903732
PC88 <= 2.605299
PC98 > -0.9660518
-> class 0\|2 [0.928]
Rule 58/60: (11.6, lift 9.6)
PC4 <= -6.891243
PC7 > -0.7373997
PC18 > -1.093892
PC18 <= -0.8495221
-> class 0\|2 [0.926]
Rule 58/61: (25.3/1.2, lift 9.5)
PC2 > 2.60032
PC18 > -0.8495221
PC22 <= -0.4121532
PC47 <= 4.410915
PC65 <= -1.168887
PC72 > 0.2198766
PC86 <= 4.013646
-> class 0\|2 [0.920]
Rule 58/62: (356.1/29.9, lift 9.4)
PC2 > 2.60032
PC6 > -1.199715
PC18 <= -0.8495221
PC20 > -3.808707
PC20 <= 5.062375
PC31 <= -0.1901456
PC42 > -1.904714
PC46 > -1.324877
PC51 > -0.6495474
PC66 > -1.831937
PC73 > -2.47395
PC78 > -1.343533
PC87 <= 0.3013413
-> class 0\|2 [0.914]
Rule 58/63: (9.1/0.1, lift 9.3)
PC2 > 2.60032
PC3 <= 1.640775
PC11 > 0.1763613
PC18 > -1.093892
PC18 <= -0.8495221
-> class 0\|2 [0.897]
Rule 58/64: (84.3/8, lift 9.3)
PC2 > 2.60032
PC3 <= 1.640775
PC18 <= -0.8495221
PC20 > -3.808707
PC37 > -0.1150233
PC42 <= 0.5245964
PC47 > -0.5494921
PC52 <= 0.635982
PC75 <= 0.0703382
PC82 > -0.5320676
PC83 > 0.2054533
PC87 > -0.1059664
PC97 > -0.09280121
-> class 0\|2 [0.895]
Rule 58/65: (7.4, lift 9.2)
PC10 <= -1.806728
PC23 <= -2.755747
PC46 > -1.324877
PC50 > -1.130504
PC97 <= -0.09280121
-> class 0\|2 [0.893]
Rule 58/66: (14.7/0.9, lift 9.2)
PC2 > 2.60032
PC15 > -0.4957329
PC18 > -0.8495221
PC18 <= 2.311389
PC47 <= 4.410915
PC57 > -0.6035684
PC73 > -3.696113
PC86 <= 4.013646
PC93 <= -1.72388
-> class 0\|2 [0.888]
Rule 58/67: (42.1/5, lift 8.9)
PC2 > 2.60032
PC3 <= 1.640775
PC18 <= -2.566521
PC46 <= -1.324877
PC68 > -0.3381397
-> class 0\|2 [0.864]
Rule 58/68: (99.8/14, lift 8.8)
PC2 > 2.60032
PC3 <= 1.640775
PC11 > -0.06252152
PC12 <= 0.4155042
PC15 <= -0.4957329
PC18 > -0.8495221
PC22 > -0.4121532
PC24 <= 0.7631279
PC38 > -1.821454
PC47 <= 4.410915
PC73 > -3.696113
-> class 0\|2 [0.853]
Rule 58/69: (68.9/10.4, lift 8.7)
PC4 > 7.155505
PC6 > -1.199715
PC10 > -1.806728
PC18 <= -1.093892
PC20 > -3.808707
PC31 > -0.1901456
-> class 0\|2 [0.839]
Rule 58/70: (4.1, lift 8.6)
PC20 <= -3.808707
PC45 <= -6.155209
PC78 <= 2.983765
-> class 0\|2 [0.836]
Rule 58/71: (17.4/2.3, lift 8.5)
PC2 > 2.60032
PC3 <= 1.640775
PC15 > -0.4957329
PC18 <= 2.311389
PC29 <= 1.579295
PC57 > -0.6035684
PC62 > 1.302409
PC69 > -1.1385
PC86 > -3.659824
-> class 0\|2 [0.827]
Rule 58/72: (26.9/4.5, lift 8.4)
PC2 > 2.60032
PC18 > -0.8495221
PC22 > -0.4121532
PC73 <= -3.696113
PC86 <= 4.013646
-> class 0\|2 [0.811]
Rule 58/73: (9.3/1.3, lift 8.2)
PC7 > -0.7373997
PC18 <= -0.8495221
PC20 <= -3.808707
PC29 > 1.724469
-> class 0\|2 [0.793]
Rule 58/74: (25.1/5.7, lift 7.8)
PC2 > 2.60032
PC3 > 0.7546726
PC3 <= 1.640775
PC18 <= -0.8495221
-> class 0\|2 [0.754]
Rule 58/75: (65.8, lift 10.3)
PC3 <= -1.523787
PC4 > -8.168219
PC5 <= 2.575476
PC18 <= -1.750188
PC31 > -0.1901456
PC37 > -0.1150233
PC42 > 0.5245964
PC42 <= 1.195152
PC87 > -0.1059664
-> class 0\|3 [0.985]
Rule 58/76: (63.4, lift 10.3)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
PC47 > 4.410915
-> class 0\|3 [0.985]
Rule 58/77: (47.1, lift 10.2)
PC7 <= -0.7373997
PC18 <= -0.8495221
PC22 > 1.940598
PC46 > -1.324877
-> class 0\|3 [0.980]
Rule 58/78: (125.8/1.7, lift 10.2)
PC2 > 2.60032
PC3 <= -1.458862
PC7 > -0.4701075
PC9 <= 0.2136989
PC15 <= 1.210416
PC16 > -0.6200095
PC18 > -0.8495221
PC22 <= -0.4121532
PC29 > -2.064967
PC65 > -1.168887
PC72 > 0.2198766
PC97 <= 2.875754
-> class 0\|3 [0.979]
Rule 58/79: (43.9/0.6, lift 10.1)
PC3 <= 1.640775
PC8 > -0.1605581
PC22 <= -0.4121532
PC39 > -1.580171
PC45 <= -1.401044
PC74 <= -0.2751827
-> class 0\|3 [0.966]
Rule 58/80: (88.7/2.6, lift 10.0)
PC2 > 2.60032
PC3 <= 1.640775
PC8 <= -0.1605581
PC22 <= -0.4121532
PC67 <= -0.3901699
-> class 0\|3 [0.960]
Rule 58/81: (12.1, lift 9.7)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC10 <= -0.4534767
PC33 <= -0.8200422
-> class 0\|3 [0.929]
Rule 58/82: (8.5, lift 9.4)
PC2 > 2.60032
PC15 <= -0.4957329
PC18 > -0.8495221
PC22 > -0.4121532
PC38 <= -1.821454
-> class 0\|3 [0.905]
Rule 58/83: (79.8/13, lift 8.6)
PC2 > 2.60032
PC3 <= 1.640775
PC8 > -0.1605581
PC22 <= -0.4121532
PC39 > -1.580171
PC72 <= 0.2198766
PC98 <= -0.9660518
-> class 0\|3 [0.829]
Rule 58/84: (3.1, lift 8.3)
PC13 > 8.316996
PC22 > -0.4121532
PC96 <= -1.391983
-> class 0\|3 [0.802]
Rule 58/85: (117.2/28.3, lift 7.9)
PC2 > 2.60032
PC3 <= 1.640775
PC86 <= -3.659824
-> class 0\|3 [0.754]
Rule 58/86: (29.6/7.3, lift 7.7)
PC2 > 2.60032
PC3 <= 1.640775
PC18 > -0.8495221
PC86 > 4.013646
-> class 0\|3 [0.736]
Rule 58/87: (2986.9/1350.5, lift 5.7)
PC2 > 2.60032
PC3 <= 1.640775
PC18 <= -0.8495221
-> class 0\|3 [0.548]
Rule 58/88: (599.2, lift 14.4)
PC1 > -0.1905799
PC3 <= 0.6345929
PC9 > 0.3627688
PC10 <= 0.7139906
PC11 <= 1.203769
PC86 <= 0.1785368
-> class 1\|0 [0.998]
Rule 58/89: (336.2, lift 14.4)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC10 <= 0.7139906
PC11 <= -0.1318745
PC48 <= 0.2479815
PC98 <= 0.3294852
-> class 1\|0 [0.997]
Rule 58/90: (153.5, lift 14.3)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC78 <= -0.2438361
-> class 1\|0 [0.994]
Rule 58/91: (79.2, lift 14.2)
PC1 > -0.1905799
PC9 > 0.3627688
PC16 <= 3.192014
PC53 <= -2.026939
PC57 <= -0.01747401
-> class 1\|0 [0.988]
Rule 58/92: (69.7, lift 14.2)
PC1 > -0.1905799
PC9 > 0.3627688
PC16 <= -0.4494286
PC18 > 0.1478691
PC57 > -0.01747401
PC68 > -2.002274
-> class 1\|0 [0.986]
Rule 58/93: (55.3, lift 14.2)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC19 > -0.6420646
PC99 > 1.546576
-> class 1\|0 [0.983]
Rule 58/94: (176.4/2.9, lift 14.1)
PC2 > 2.60032
PC3 > 1.640775
PC8 > -3.620445
PC18 > -0.3080508
PC19 <= 0.3388876
PC48 <= -0.1451687
PC53 <= 0.2324656
PC67 <= 0.3537801
PC82 > -0.6838351
PC86 <= 0.5544649
PC94 <= 0.08197199
-> class 1\|0 [0.978]
Rule 58/95: (40.6, lift 14.1)
PC2 <= 2.60032
PC3 > 0.6546079
PC7 > -6.434374
PC9 > 0.3627688
PC16 <= -0.4494286
PC57 > -0.01747401
PC68 > -2.002274
PC92 > -0.213302
-> class 1\|0 [0.977]
Rule 58/96: (426.1/10.3, lift 14.0)
PC1 > -0.1905799
PC3 <= 0.6345929
PC9 > 0.3627688
PC10 <= 0.7139906
PC11 <= 1.203769
PC19 > -0.6420646
PC34 > 0.3566004
-> class 1\|0 [0.974]
Rule 58/97: (29.5, lift 14.0)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC98 <= -0.3253424
-> class 1\|0 [0.968]
Rule 58/98: (69.6/2.1, lift 13.8)
PC1 > -0.1905799
PC9 > 0.3627688
PC16 <= 3.192014
PC25 > 0.4929984
PC57 <= -0.01747401
-> class 1\|0 [0.957]
Rule 58/99: (42.6/1.3, lift 13.7)
PC2 > 2.60032
PC3 > 1.640775
PC16 <= -0.8879908
PC60 > 0.8443592
-> class 1\|0 [0.947]
Rule 58/100: (10.1, lift 13.2)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC19 > -0.6420646
PC61 <= -1.149238
-> class 1\|0 [0.918]
Rule 58/101: (10.2, lift 13.2)
PC3 > 0.6546079
PC42 <= -2.528959
PC57 <= -0.01747401
-> class 1\|0 [0.918]
Rule 58/102: (84.8/7.4, lift 13.0)
PC2 > 2.60032
PC3 > 1.640775
PC8 > -3.620445
PC18 <= 0.7362046
PC19 <= 0.3388876
PC62 <= -1.07778
PC77 <= 0.6599571
PC86 <= 0.5544649
-> class 1\|0 [0.903]
Rule 58/103: (43.1/24.9, lift 6.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC52 <= -0.4470362
-> class 1\|0 [0.424]
Rule 58/104: (45.7, lift 14.9)
PC2 <= 2.60032
PC3 > 0.6546079
PC7 > -6.434374
PC9 > 0.3627688
PC16 <= -0.4494286
PC18 <= 0.1478691
PC57 > -0.01747401
PC92 <= -0.213302
-> class 1\|1 [0.979]
Rule 58/105: (87.8/1.1, lift 14.9)
PC1 > -0.1905799
PC3 <= 0.6546079
PC10 > 0.7139906
PC19 > -0.6420646
PC61 > -1.149238
PC78 > -0.2438361
PC98 > -0.3253424
PC99 <= 1.546576
-> class 1\|1 [0.977]
Rule 58/106: (45.5/0.1, lift 14.9)
PC1 <= -0.1905799
PC2 > -7.893059e-005
PC2 <= 2.60032
PC10 > -0.4266262
PC25 > -0.4771732
PC52 > -0.4470362
-> class 1\|1 [0.976]
Rule 58/107: (22.8, lift 14.6)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC11 > 1.203769
PC19 > -0.6420646
-> class 1\|1 [0.960]
Rule 58/108: (20.6, lift 14.5)
PC1 > -0.1905799
PC9 > 0.3627688
PC13 <= -0.6604373
PC57 > -0.01747401
-> class 1\|1 [0.952]
Rule 58/109: (379.7/18.3, lift 14.5)
PC2 <= 2.60032
PC3 > 0.6546079
PC9 > 0.3627688
PC16 <= 3.192014
PC19 > -1.939396
PC25 <= 0.4929984
PC42 > -2.528959
PC45 <= -0.02317907
PC53 > -2.026939
PC57 <= -0.01747401
PC90 <= 0.4704501
PC97 > -1.140902
-> class 1\|1 [0.950]
Rule 58/110: (19.2/0.1, lift 14.5)
PC1 > -0.1905799
PC3 <= 0.6546079
PC8 > -3.941882
PC19 > -0.6420646
PC48 > 0.2479815
PC86 > 0.1785368
-> class 1\|1 [0.948]
Rule 58/111: (38.5/1.3, lift 14.4)
PC1 > -0.1905799
PC9 > 0.3627688
PC11 > -0.1318745
PC19 > -0.6420646
PC34 <= 0.3566004
PC86 > 0.1785368
-> class 1\|1 [0.943]
Rule 58/112: (11.3, lift 14.1)
PC1 > -0.1905799
PC2 <= 2.60032
PC99 <= -5.27263
-> class 1\|1 [0.925]
Rule 58/113: (28.4/1.6, lift 13.9)
PC1 > -0.1905799
PC3 <= 0.6546079
PC9 > 0.3627688
PC10 <= 0.7139906
PC98 > 0.3294852
-> class 1\|1 [0.914]
Rule 58/114: (4.2, lift 12.8)
PC1 > -0.1905799
PC6 <= -2.460074
PC19 <= -3.654649
-> class 1\|1 [0.839]
Rule 58/115: (49.9/12.3, lift 11.4)
PC1 > -0.1905799
PC3 <= 0.09497605
PC8 > -3.941882
PC9 <= 0.3627688
PC19 > -3.654649
PC26 <= -1.497802
-> class 1\|1 [0.744]
Rule 58/116: (22.7/5.6, lift 11.2)
PC1 > -0.1905799
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC34 > -0.6941806
PC42 <= 0.04331348
PC49 > -1.077893
PC51 > 0.2196509
PC73 <= 0.9422004
-> class 1\|1 [0.733]
Rule 58/117: (33/12.5, lift 9.4)
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC29 <= -0.2217724
-> class 1\|1 [0.615]
Rule 58/118: (22.7/9.5, lift 8.8)
PC2 <= 2.60032
PC3 > 0.6345929
PC3 <= 0.6546079
PC19 > -0.6420646
-> class 1\|1 [0.576]
Rule 58/119: (40.9/17.5, lift 8.7)
PC1 > -0.1905799
PC2 <= 2.60032
PC8 > -3.941882
PC9 <= 0.3627688
PC97 <= -2.086961
-> class 1\|1 [0.568]
Rule 58/120: (1177.3/637.5, lift 7.0)
PC2 > 2.60032
PC3 > 1.640775
-> class 1\|1 [0.459]
Rule 58/121: (88.4, lift 16.8)
PC1 > -0.1905799
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC27 <= -0.3597584
PC62 <= 0.4045268
PC99 > -5.27263
-> class 1\|2 [0.989]
Rule 58/122: (67.7, lift 16.7)
PC3 > 0.6546079
PC9 > 0.3627688
PC16 > -0.4494286
PC47 > 0.4690966
PC57 > -0.01747401
PC58 > -0.8677828
-> class 1\|2 [0.986]
Rule 58/123: (59.7, lift 16.7)
PC3 > 0.09497605
PC9 <= 0.3627688
PC54 > 1.492335
PC93 <= 0.4279459
-> class 1\|2 [0.984]
Rule 58/124: (55.6/0.2, lift 16.6)
PC2 <= 2.60032
PC3 > 0.6546079
PC9 > 0.3627688
PC16 > 3.192014
PC57 <= -0.01747401
-> class 1\|2 [0.979]
Rule 58/125: (41.2, lift 16.6)
PC7 <= -6.434374
PC9 > 0.3627688
PC57 > -0.01747401
-> class 1\|2 [0.977]
Rule 58/126: (126.5/2.1, lift 16.6)
PC3 > 0.6546079
PC9 > 0.3627688
PC13 > -0.6604373
PC16 > -0.4494286
PC57 > -0.01747401
PC77 <= -0.0250866
-> class 1\|2 [0.976]
Rule 58/127: (40.4, lift 16.6)
PC3 > 0.6546079
PC9 > 2.084999
PC16 > -0.4494286
PC57 > -0.01747401
PC77 > -0.0250866
-> class 1\|2 [0.976]
Rule 58/128: (36.7, lift 16.5)
PC2 <= 2.60032
PC3 > 0.6546079
PC47 > 0.4690966
PC61 <= -0.8250551
PC77 > -0.0250866
-> class 1\|2 [0.974]
Rule 58/129: (42.8/0.3, lift 16.5)
PC3 > 0.6546079
PC9 > 0.3627688
PC9 <= 2.084999
PC47 > 0.4690966
PC77 > -0.0250866
PC83 > -0.0264448
-> class 1\|2 [0.971]
Rule 58/130: (29.7, lift 16.4)
PC2 <= 2.60032
PC3 > 0.6546079
PC9 > 0.3627688
PC45 > -0.02317907
PC53 > -2.026939
PC57 <= -0.01747401
-> class 1\|2 [0.968]
Rule 58/131: (134.7/4.4, lift 16.3)
PC2 > 2.60032
PC3 > 1.640775
PC11 > -0.1486285
PC15 > -1.571989
PC15 <= -0.05319579
PC91 > -0.9476128
-> class 1\|2 [0.960]
Rule 58/132: (14.5, lift 15.9)
PC3 > 0.6546079
PC9 > 0.3627688
PC25 <= 0.4929984
PC57 <= -0.01747401
PC97 <= -1.140902
-> class 1\|2 [0.939]
Rule 58/133: (12.7, lift 15.8)
PC1 > 1.128336
PC2 > 2.60032
PC15 <= -1.571989
-> class 1\|2 [0.932]
Rule 58/134: (153.7/11, lift 15.7)
PC2 <= 2.60032
PC3 > 0.6546079
PC9 > 0.3627688
PC90 > 0.4704501
-> class 1\|2 [0.923]
Rule 58/135: (11, lift 15.7)
PC2 <= 2.60032
PC3 > 0.6546079
PC46 > 0.8907815
PC58 <= -0.8677828
-> class 1\|2 [0.923]
Rule 58/136: (8.5, lift 15.3)
PC3 > 1.640775
PC96 <= -4.783025
-> class 1\|2 [0.905]
Rule 58/137: (20.1/1.4, lift 15.1)
PC1 > -0.1905799
PC8 <= -3.941882
PC19 <= -1.527043
-> class 1\|2 [0.891]
Rule 58/138: (6.4, lift 15.0)
PC3 > 0.6546079
PC9 > 0.3627688
PC26 <= -1.26731
PC47 > 0.4690966
-> class 1\|2 [0.882]
Rule 58/139: (107.9/14.2, lift 14.6)
PC2 > 2.60032
PC3 > 1.640775
PC11 <= 1.423378
PC15 > -0.05319579
PC16 > -0.8879908
PC22 <= 0.5196216
PC49 <= 0.1929654
PC51 <= 0.5926122
PC93 > -0.9696231
-> class 1\|2 [0.862]
Rule 58/140: (103.2/14.3, lift 14.5)
PC1 > -0.1905799
PC16 > -0.4494286
PC27 > 0.8556459
PC79 <= 0.2546101
-> class 1\|2 [0.854]
Rule 58/141: (97.5/28.8, lift 11.9)
PC1 > -0.1905799
PC9 > 0.3627688
PC19 <= -0.6420646
-> class 1\|2 [0.701]
Rule 58/142: (1396.2/901.3, lift 6.0)
PC1 > -0.1905799
PC2 <= 2.60032
PC8 > -3.941882
PC9 <= 0.3627688
-> class 1\|2 [0.355]
Rule 58/143: (86.8/0.3, lift 22.8)
PC1 <= 1.128336
PC2 > 2.60032
PC3 > 1.640775
PC15 <= -1.571989
PC96 > -4.783025
-> class 1\|3 [0.986]
Rule 58/144: (112.8/0.9, lift 22.8)
PC2 <= 2.60032
PC3 > 0.6546079
PC9 > 0.3627688
PC9 <= 2.084999
PC16 > -0.4494286
PC47 <= 0.4690966
PC57 > -0.01747401
PC77 > -0.0250866
-> class 1\|3 [0.984]
Rule 58/145: (83/1.5, lift 22.5)
PC2 <= 2.60032
PC9 > 0.3627688
PC9 <= 2.084999
PC26 > -1.26731
PC46 <= 0.8907815
PC58 <= -0.8677828
PC61 > -0.8250551
PC79 > 0.2546101
-> class 1\|3 [0.971]
Rule 58/146: (28.3, lift 22.4)
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC34 <= -0.6941806
PC42 <= 0.04331348
-> class 1\|3 [0.967]
Rule 58/147: (30.6/0.2, lift 22.3)
PC2 <= 2.60032
PC3 > 0.09497605
PC19 <= 0.1059669
PC27 > -0.3597584
PC34 > -0.6941806
PC49 <= -1.077893
-> class 1\|3 [0.964]
Rule 58/148: (91.8/3.3, lift 22.1)
PC2 <= 2.60032
PC9 <= 2.084999
PC26 > -1.26731
PC27 <= 0.8556459
PC46 <= 0.8907815
PC58 <= -0.8677828
PC61 > -0.8250551
PC77 > -0.0250866
PC83 <= -0.0264448
-> class 1\|3 [0.954]
Rule 58/149: (385.3/17.9, lift 22.0)
PC1 > -0.1905799
PC1 <= 10.12543
PC2 <= 2.60032
PC3 > 0.09497605
PC7 <= 1.475861
PC8 > -3.941882
PC19 <= 0.1059669
PC27 > -0.3597584
PC29 > -0.2217724
PC42 > 0.04331348
PC61 <= 0.7701519
-> class 1\|3 [0.951]
Rule 58/150: (63.2/2.7, lift 21.8)
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC19 <= 0.1059669
PC35 <= 0.4127494
PC69 > 0.6786524
PC73 <= 0.9422004
-> class 1\|3 [0.943]
Rule 58/151: (12.1/0.3, lift 21.1)
PC1 > -0.1905799
PC2 <= 2.60032
PC3 > 0.09497605
PC19 <= 0.1059669
PC44 <= -0.5904002
PC51 <= 0.2196509
-> class 1\|3 [0.910]
Rule 58/152: (125.3/11.5, lift 20.9)
PC1 > -0.1905799
PC2 <= 2.60032
PC3 > 0.09497605
PC19 <= 0.1059669
PC34 > -0.6941806
PC35 <= 0.4127494
PC44 > -0.5904002
PC51 <= 0.2196509
PC54 <= -0.01147935
PC73 <= 0.9422004
PC97 > -2.086961
PC99 > -5.27263
-> class 1\|3 [0.902]
Rule 58/153: (25.1/1.8, lift 20.8)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC25 <= -0.4771732
PC52 > -0.4470362
-> class 1\|3 [0.897]
Rule 58/154: (7.5, lift 20.7)
PC2 <= 2.60032
PC3 > 0.09497605
PC9 <= 0.3627688
PC19 <= 0.1059669
PC29 > -0.2217724
PC42 <= 0.04331348
PC73 > 0.9422004
PC97 > -2.086961
-> class 1\|3 [0.894]
Rule 58/155: (61.6/18.4, lift 16.1)
PC2 > 2.60032
PC3 > 1.640775
PC15 <= -0.05319579
PC91 <= -0.9476128
-> class 1\|3 [0.694]
Rule 58/156: (25.6/7.7, lift 15.8)
PC3 > 0.6546079
PC7 > -6.434374
PC9 > 0.3627688
PC16 <= -0.4494286
PC68 <= -2.002274
-> class 1\|3 [0.683]
Rule 58/157: (335.9, lift 14.6)
PC1 <= -0.1905799
PC2 > -7.893059e-005
PC2 <= 2.60032
PC10 <= -0.4266262
PC37 > 0.4334553
PC52 > -0.4470362
PC74 <= 0.03304842
-> class 2\|0 [0.997]
Rule 58/158: (443.3/2.4, lift 14.5)
PC7 > 0.6015633
PC8 > 2.293971
PC9 > -2.500879
PC11 > -0.4748538
PC11 <= 2.091326
PC13 > -0.5247426
PC18 > -0.3415709
PC18 <= 0.06038947
PC19 <= -0.2086154
PC21 > -0.248798
PC28 <= 0.09373641
PC56 <= 0.003246585
PC59 <= 0.3063912
-> class 2\|0 [0.992]
Rule 58/159: (145.2/1, lift 14.5)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC10 <= -0.173114
PC12 > -0.9480676
PC32 > 1.114577
PC36 <= 0.3689404
PC50 > -0.2781067
PC95 > 0.0163403
-> class 2\|0 [0.986]
Rule 58/160: (82.8/0.8, lift 14.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC7 > 0.6015633
PC18 > -0.3415709
PC19 <= 0.1785025
PC20 > -0.4714027
PC28 > 0.09373641
PC29 <= 0.2023901
PC56 <= 0.003246585
PC75 <= 0.06442624
-> class 2\|0 [0.979]
Rule 58/161: (33.6, lift 14.2)
PC1 <= -0.1905799
PC8 > -0.1137233
PC8 <= 2.293971
PC10 <= -0.07913769
PC19 <= -1.161853
PC57 > 0.112213
-> class 2\|0 [0.972]
Rule 58/162: (421.7/14.6, lift 14.1)
PC8 > 2.293971
PC11 <= 2.091326
PC13 > -0.5247426
PC19 <= 0.1785025
PC20 > -0.4714027
PC21 > 0.923757
PC29 <= 0.2023901
PC62 <= 1.079711
PC80 > -0.9005629
-> class 2\|0 [0.963]
Rule 58/163: (49.3/1, lift 14.1)
PC1 <= -0.1905799
PC8 > 2.293971
PC19 <= 0.1785025
PC21 > -0.248798
PC53 > 1.158375
-> class 2\|0 [0.961]
Rule 58/164: (59.5/1.9, lift 14.0)
PC1 > -0.1905799
PC3 <= 0.09497605
PC8 > -3.941882
PC9 <= 0.3627688
PC26 > -1.497802
PC44 > 0.800207
PC71 > -0.7803868
PC82 <= 0.51978
-> class 2\|0 [0.954]
Rule 58/165: (32.3/0.9, lift 13.8)
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC10 <= -0.07913769
PC32 <= 1.114577
PC37 <= -0.165005
PC52 > -0.4470362
PC57 > 0.112213
-> class 2\|0 [0.943]
Rule 58/166: (13.6, lift 13.7)
PC1 <= -0.1905799
PC8 > 2.293971
PC12 > 0.8479891
PC19 > 0.1785025
PC100 > -0.3878797
-> class 2\|0 [0.936]
Rule 58/167: (114.2/7.8, lift 13.5)
PC1 <= -0.1905799
PC8 > 2.293971
PC10 <= -0.3837617
-> class 2\|0 [0.924]
Rule 58/168: (10.5, lift 13.5)
PC1 <= -0.1905799
PC8 > 2.293971
PC19 <= 0.1785025
PC21 > -0.248798
PC56 > 0.003246585
PC62 <= 1.079711
PC77 <= -0.7400153
-> class 2\|0 [0.920]
Rule 58/169: (6.5, lift 12.9)
PC3 <= -1.503515
PC8 > 2.293971
PC19 > 0.1785025
PC21 > -0.248798
-> class 2\|0 [0.881]
Rule 58/170: (177.4/30.7, lift 12.1)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC23 > 0.5872701
PC52 > -0.4470362
PC57 > 0.112213
PC62 > -1.447016
-> class 2\|0 [0.823]
Rule 58/171: (258.7/75, lift 10.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC3 > -1.503515
PC8 > 2.293971
PC21 > -0.248798
PC100 <= -0.3878797
-> class 2\|0 [0.708]
Rule 58/172: (146.8/0.2, lift 10.9)
PC1 <= -0.1905799
PC8 > 2.293971
PC21 <= 0.923757
PC53 <= 1.158375
PC56 > 0.003246585
PC77 > -0.7400153
-> class 2\|1 [0.992]
Rule 58/173: (104.1, lift 10.9)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.254114
PC10 > -0.07913769
PC23 <= 0.5872701
PC37 <= -0.360894
PC52 > -0.4470362
PC57 > 0.112213
PC62 > -1.447016
-> class 2\|1 [0.991]
Rule 58/174: (73.4, lift 10.8)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > 0.6861098
PC8 <= 2.293971
PC11 > -1.782263
PC20 > 0.1840227
PC45 <= -0.01506644
PC52 > -0.4470362
PC87 <= 1.028044
-> class 2\|1 [0.987]
Rule 58/175: (75.4, lift 10.8)
PC1 > -0.1905799
PC3 <= 0.09497605
PC8 > -3.941882
PC9 <= 0.3627688
PC44 > 0.800207
PC71 <= -0.7803868
-> class 2\|1 [0.987]
Rule 58/176: (68.3, lift 10.8)
PC2 <= 2.60032
PC7 > 0.6015633
PC8 > -0.1137233
PC13 > -0.5247426
PC19 <= 0.1785025
PC21 <= 0.923757
PC28 > 0.09373641
PC75 > 0.06442624
-> class 2\|1 [0.985]
Rule 58/177: (56.6, lift 10.8)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC10 > -0.173114
PC32 > 1.114577
PC52 > -0.4470362
PC88 <= 0.7801945
-> class 2\|1 [0.983]
Rule 58/178: (54.4, lift 10.8)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > 2.293971
PC19 > -0.2086154
PC21 <= 0.923757
-> class 2\|1 [0.982]
Rule 58/179: (50.5, lift 10.8)
PC1 <= -0.1905799
PC8 > 2.293971
PC11 <= -0.4748538
PC21 <= 0.923757
-> class 2\|1 [0.981]
Rule 58/180: (85.2/0.9, lift 10.7)
PC1 <= -0.1905799
PC8 > 2.293971
PC20 > -0.4714027
PC23 <= 1.596539
PC29 > 0.2023901
PC80 > -0.434621
PC95 > -0.4946398
-> class 2\|1 [0.978]
Rule 58/181: (40.8, lift 10.7)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC32 > 1.114577
PC88 <= 0.7801945
PC95 <= 0.0163403
-> class 2\|1 [0.977]
Rule 58/182: (40.4, lift 10.7)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC4 > 0.3301347
PC8 > -0.1137233
-> class 2\|1 [0.976]
Rule 58/183: (44.5/0.1, lift 10.7)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > 0.6861098
PC8 <= 2.293971
PC12 > -2.923698
PC32 <= 1.114577
PC57 <= 0.112213
PC80 <= -0.6682129
-> class 2\|1 [0.976]
Rule 58/184: (210.3/5.2, lift 10.6)
PC1 <= -0.1905799
PC3 > -1.503515
PC8 > 2.293971
PC10 > -0.3837617
PC12 <= 0.8479891
PC19 > 0.1785025
PC100 > -0.3878797
-> class 2\|1 [0.971]
Rule 58/185: (47/0.6, lift 10.6)
PC2 <= -7.893059e-005
PC4 <= 0.3301347
PC8 > -0.1137233
PC19 > -1.034346
PC32 <= 1.114577
PC57 <= 0.112213
PC76 > -0.07297
PC89 <= -0.1922626
-> class 2\|1 [0.968]
Rule 58/186: (67.6/1.2, lift 10.6)
PC1 <= -0.1905799
PC8 > 2.293971
PC62 > 1.079711
-> class 2\|1 [0.968]
Rule 58/187: (139.3/3.8, lift 10.6)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.254114
PC9 > -3.636808
PC10 > -0.07913769
PC23 <= 0.5872701
PC52 > -0.4470362
PC57 > 0.112213
PC62 > -1.447016
PC76 <= -0.07615
PC79 <= 0.3512107
-> class 2\|1 [0.966]
Rule 58/188: (24.3, lift 10.6)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 0.6861098
PC57 <= 0.112213
PC76 > -0.07879007
PC84 > 0.1535027
PC84 <= 0.1802202
-> class 2\|1 [0.962]
Rule 58/189: (23.1, lift 10.5)
PC8 > 2.293971
PC9 <= -2.500879
PC13 > -0.5247426
PC21 <= 0.923757
-> class 2\|1 [0.960]
Rule 58/190: (22, lift 10.5)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC32 > 1.114577
PC36 > 0.3689404
-> class 2\|1 [0.958]
Rule 58/191: (20.8, lift 10.5)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 0.6861098
PC57 <= 0.112213
PC100 > 1.488753
-> class 2\|1 [0.956]
Rule 58/192: (24.1/0.2, lift 10.5)
PC2 <= -7.893059e-005
PC4 <= 0.3301347
PC8 > -0.1137233
PC8 <= 2.293971
PC28 <= -0.1244157
PC32 <= 1.114577
PC76 > -0.07879007
PC100 <= 1.488753
-> class 2\|1 [0.955]
Rule 58/193: (19.4, lift 10.5)
PC1 <= -0.1905799
PC2 <= 2.60032
PC34 > 1.066212
PC47 <= -0.8940195
-> class 2\|1 [0.953]
Rule 58/194: (18.1, lift 10.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC3 <= -1.520556
PC8 > -0.1137233
PC20 > 0.1840227
PC45 > -0.01506644
-> class 2\|1 [0.950]
Rule 58/195: (17.9, lift 10.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC3 <= -1.552025
PC8 <= -0.1137233
PC30 > 0.2204484
PC43 > -1.484423
-> class 2\|1 [0.950]
Rule 58/196: (17.2, lift 10.4)
PC2 <= 2.60032
PC8 > -0.1137233
PC41 > 3.269326
PC57 <= 0.112213
PC76 > -0.07879007
-> class 2\|1 [0.948]
Rule 58/197: (129/6.1, lift 10.4)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.254114
PC10 > -0.07913769
PC23 <= 0.5872701
PC35 <= 0.1117283
PC57 > 0.112213
PC79 <= 0.3512107
-> class 2\|1 [0.946]
Rule 58/198: (20.2/0.3, lift 10.3)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC19 <= 0.1785025
PC20 <= -0.4714027
PC21 > -0.248798
-> class 2\|1 [0.942]
Rule 58/199: (373.5/22.1, lift 10.3)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > 0.6861098
PC8 <= 2.293971
PC12 > -2.923698
PC19 <= 3.291603
PC20 <= 0.1840227
PC32 <= 1.114577
PC37 > -0.4407529
PC42 > -0.8605924
PC57 <= 0.112213
-> class 2\|1 [0.939]
Rule 58/200: (75.9/4.2, lift 10.2)
PC1 <= -0.1905799
PC8 > 2.293971
PC18 <= -0.3415709
PC20 > -0.4714027
PC23 <= 1.596539
-> class 2\|1 [0.933]
Rule 58/201: (12.5, lift 10.2)
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC32 > 1.114577
PC50 <= -0.2781067
-> class 2\|1 [0.931]
Rule 58/202: (15/0.3, lift 10.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC7 > 0.6015633
PC8 > -0.1137233
PC18 > 0.06038947
PC19 <= 0.1785025
PC21 <= 0.923757
PC56 <= 0.003246585
-> class 2\|1 [0.926]
Rule 58/203: (117.9/8.1, lift 10.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC7 > 0.6015633
PC18 <= 0.06038947
PC21 <= 0.923757
PC23 <= 1.596539
PC59 > 0.3063912
-> class 2\|1 [0.924]
Rule 58/204: (140.7/10.5, lift 10.1)
PC2 <= 2.60032
PC8 > 0.6861098
PC12 > -2.923698
PC45 > -0.01506644
PC57 <= 0.112213
PC61 <= -0.7824197
-> class 2\|1 [0.920]
Rule 58/205: (50.1/3.6, lift 10.0)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC10 <= -0.119951
PC19 > -1.161853
PC32 <= 1.114577
PC37 > -0.165005
PC57 > 0.112213
PC89 <= 0.3085241
-> class 2\|1 [0.911]
Rule 58/206: (9.2, lift 10.0)
PC1 > -0.1905799
PC2 <= 2.60032
PC9 <= 0.3627688
PC11 <= -0.4281766
PC85 <= -0.4943444
-> class 2\|1 [0.911]
Rule 58/207: (13.4/0.4, lift 10.0)
PC1 <= -0.1905799
PC8 > 0.6861098
PC20 > 0.1840227
PC28 <= -0.07239529
PC45 > -0.01506644
PC80 > -0.6682129
-> class 2\|1 [0.908]
Rule 58/208: (9.9/0.2, lift 9.9)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 0.6861098
PC57 <= 0.112213
PC76 > -0.07879007
PC76 <= -0.07297
-> class 2\|1 [0.903]
Rule 58/209: (63.2/5.3, lift 9.9)
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC11 > 2.091326
PC19 <= 0.1785025
PC21 > -0.248798
PC23 <= 1.596539
PC25 > -0.4771732
PC52 > -0.4470362
-> class 2\|1 [0.903]
Rule 58/210: (16.6/0.8, lift 9.9)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC21 > 0.923757
PC29 <= 0.2023901
PC62 <= 1.079711
PC80 <= -0.9005629
-> class 2\|1 [0.901]
Rule 58/211: (7.4, lift 9.7)
PC29 <= 0.3448451
PC30 > 0.2204484
PC47 > -0.8940195
PC77 <= -2.947826
-> class 2\|1 [0.888]
Rule 58/212: (6.7, lift 9.7)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC30 > 0.2204484
PC100 > 3.559403
-> class 2\|1 [0.885]
Rule 58/213: (6.6, lift 9.7)
PC2 <= 2.60032
PC8 > -3.153274
PC12 <= 5.398648
PC43 <= -1.484423
PC48 > 1.181405
-> class 2\|1 [0.883]
Rule 58/214: (113.1/16, lift 9.3)
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC25 > -0.4771732
PC32 <= 1.114577
PC76 > -0.07879007
PC88 <= -0.2674662
-> class 2\|1 [0.852]
Rule 58/215: (30/3.9, lift 9.3)
PC1 <= -0.1905799
PC7 <= 0.6015633
PC8 > 2.293971
PC23 <= 1.596539
-> class 2\|1 [0.848]
Rule 58/216: (81.4/12, lift 9.3)
PC4 <= 0.3301347
PC8 > -0.1137233
PC8 <= 2.293971
PC19 <= -1.034346
PC25 > -0.4771732
PC57 <= 0.112213
PC76 > -0.07879007
PC100 <= 1.488753
-> class 2\|1 [0.844]
Rule 58/217: (38.7/6.3, lift 9.0)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC12 > 5.398648
-> class 2\|1 [0.820]
Rule 58/218: (27.7/5.4, lift 8.6)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 <= -0.4534767
PC33 > -0.8200422
PC89 <= -0.4141996
-> class 2\|1 [0.786]
Rule 58/219: (33.8/6.9, lift 8.6)
PC2 <= 2.60032
PC7 > 0.6015633
PC13 <= -0.5247426
PC18 > -0.3415709
PC21 > -0.248798
PC29 <= 0.2023901
-> class 2\|1 [0.780]
Rule 58/220: (31.2/7.8, lift 8.1)
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC30 > 0.2204484
PC38 > -1.617691
PC43 > -1.484423
PC87 <= -0.8287594
-> class 2\|1 [0.735]
Rule 58/221: (17.9/6, lift 7.1)
PC1 <= -0.1905799
PC2 > -7.893059e-005
PC2 <= 2.60032
PC8 > -0.1137233
PC10 <= -0.4266262
PC37 <= 0.4334553
PC52 > -0.4470362
-> class 2\|1 [0.647]
Rule 58/222: (85.1, lift 11.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 2.149467
PC60 <= 0.2196866
PC62 > 0.7381178
PC80 > -1.31705
-> class 2\|2 [0.989]
Rule 58/223: (81.2, lift 11.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC13 > -0.1167674
PC35 > -1.833531
PC56 > 0.3446369
PC64 > -0.1545735
PC65 <= 0.4447294
PC84 <= 0.3616703
-> class 2\|2 [0.988]
Rule 58/224: (80.9, lift 11.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC16 <= 1.520959
PC30 <= 0.2204484
PC60 <= 0.2196866
PC63 <= 0.1864378
PC84 <= 0.3616703
PC93 > 0.4485675
-> class 2\|2 [0.988]
Rule 58/225: (75.4, lift 11.2)
PC1 > -0.1905799
PC3 <= 0.09497605
PC9 <= 0.3627688
PC11 > -0.4281766
PC11 <= 2.046466
PC26 > -1.497802
PC44 <= 0.800207
PC85 <= -0.4943444
PC87 <= 0.6978478
-> class 2\|2 [0.987]
Rule 58/226: (174.3/1.9, lift 11.2)
PC8 > -3.153274
PC8 <= -0.1137233
PC9 > 6.396509
PC14 > -0.793741
PC19 > -3.162206
PC24 <= 1.39582
PC30 <= 0.2204484
PC31 <= 1.297428
PC98 > -0.7850819
-> class 2\|2 [0.984]
Rule 58/227: (109.2/1.1, lift 11.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 5.398648
PC26 <= 3.38276
PC30 <= 0.2204484
PC35 > -1.833531
PC60 <= 0.2196866
PC61 <= 7.367667
PC63 > 0.1864378
PC84 <= 0.3616703
-> class 2\|2 [0.981]
Rule 58/228: (81.4/0.6, lift 11.2)
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 2.149467
PC16 <= 1.520959
PC60 <= 0.2196866
PC63 <= 0.1864378
PC64 > -0.1545735
PC65 <= 0.4447294
PC80 > -1.31705
PC90 <= -0.3582252
PC93 <= 0.4485675
-> class 2\|2 [0.981]
Rule 58/229: (59.7/0.5, lift 11.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 2.149467
PC13 <= -0.1167674
PC16 <= 1.520959
PC30 <= 0.2204484
PC60 <= 0.2196866
PC63 <= 0.1864378
PC64 > -0.1545735
PC65 <= 0.4447294
-> class 2\|2 [0.976]
Rule 58/230: (36.6, lift 11.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC38 <= -1.617691
PC43 > -1.484423
-> class 2\|2 [0.974]
Rule 58/231: (33.9, lift 11.1)
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 2.149467
PC30 <= 0.2204484
PC56 <= 0.3446369
PC62 <= 0.7381178
PC64 > -0.1545735
PC65 <= 0.4447294
PC88 > 0.2277094
PC93 <= 0.4485675
-> class 2\|2 [0.972]
Rule 58/232: (44.9/0.3, lift 11.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC10 > -0.4534767
PC12 <= 2.149467
PC16 <= 1.520959
PC30 <= 0.2204484
PC45 > 0.2308589
PC60 <= 0.2196866
-> class 2\|2 [0.971]
Rule 58/233: (24.1, lift 11.0)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC30 <= 0.2204484
PC80 <= -1.31705
PC84 <= 0.3616703
PC93 <= 0.4485675
-> class 2\|2 [0.962]
Rule 58/234: (19.3, lift 10.9)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC9 <= 6.396509
PC12 <= 5.398648
PC25 <= 0.172761
PC60 > 0.2196866
PC68 <= -0.02032812
PC75 > 0.5339503
-> class 2\|2 [0.953]
Rule 58/235: (21.8/0.3, lift 10.8)
PC1 <= -0.1905799
PC8 > 0.6861098
PC8 <= 2.293971
PC11 <= -1.782263
PC20 > 0.1840227
PC57 <= 0.112213
-> class 2\|2 [0.946]
Rule 58/236: (246.9/13.6, lift 10.7)
PC1 <= -0.1905799
PC2 <= 2.60032
PC6 <= 1.671606
PC8 > -3.153274
PC8 <= -0.1137233
PC43 <= -1.484423
PC48 <= 1.181405
PC60 <= 1.825348
PC62 > -4.324138
-> class 2\|2 [0.941]
Rule 58/237: (12.7, lift 10.6)
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC52 > -0.4470362
PC88 > 0.7801945
-> class 2\|2 [0.932]
Rule 58/238: (11.2, lift 10.5)
PC1 <= -0.1905799
PC3 > 0.3771049
PC8 <= -0.1137233
PC16 <= 1.520959
PC60 <= 0.2196866
PC64 > -0.1545735
PC65 <= 0.4447294
-> class 2\|2 [0.924]
Rule 58/239: (25.2/1.3, lift 10.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= 2.293971
PC20 <= 0.1840227
PC25 > -0.4771732
PC32 <= 1.114577
PC42 <= -0.8605924
PC57 <= 0.112213
-> class 2\|2 [0.917]
Rule 58/240: (209.9/20.2, lift 10.3)
PC1 <= -0.1905799
PC3 > -1.552025
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.1039929
PC11 > -2.843719
PC29 <= 0.3448451
PC30 > 0.2204484
PC34 <= 1.16749
PC47 > -0.8940195
PC77 > -2.947826
PC87 > -0.8287594
PC100 <= 3.559403
-> class 2\|2 [0.900]
Rule 58/241: (8.5, lift 10.2)
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC50 <= -1.099953
PC52 > -0.4470362
PC57 > 0.112213
-> class 2\|2 [0.897]
Rule 58/242: (107.9/10.7, lift 10.2)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC3 > -1.520556
PC8 > 0.6861098
PC8 <= 2.293971
PC20 > 0.1840227
PC28 > -0.07239529
PC32 <= 1.114577
PC45 > -0.01506644
PC57 <= 0.112213
PC61 > -0.7824197
PC80 > -0.6682129
-> class 2\|2 [0.893]
Rule 58/243: (16.4/1.2, lift 10.0)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > 2.293971
PC23 > 1.596539
-> class 2\|2 [0.882]
Rule 58/244: (5.9, lift 9.9)
PC1 <= -0.1905799
PC8 > 2.254114
PC8 <= 2.293971
PC32 <= 1.114577
PC57 > 0.112213
-> class 2\|2 [0.873]
Rule 58/245: (51.5/6.8, lift 9.7)
PC1 <= -1.988907
PC8 > -3.153274
PC8 <= -0.1137233
PC9 <= 6.396509
PC25 <= 0.172761
PC60 > 0.2196866
PC75 > 0.5339503
PC82 > -0.3561285
-> class 2\|2 [0.855]
Rule 58/246: (97.2/15.3, lift 9.5)
PC1 <= -0.1905799
PC8 > -0.1137233
PC8 <= 2.293971
PC12 <= -2.923698
PC32 <= 1.114577
PC52 > -0.4470362
PC57 <= 0.112213
-> class 2\|2 [0.836]
Rule 58/247: (14/1.6, lift 9.5)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC10 <= -0.07913769
PC32 <= 1.114577
PC57 > 0.112213
PC89 > 0.3085241
-> class 2\|2 [0.835]
Rule 58/248: (24.3/3.8, lift 9.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC10 > -0.07913769
PC23 <= 0.5872701
PC35 > 0.1117283
PC37 > -0.360894
PC57 > 0.112213
PC76 > -0.07615
-> class 2\|2 [0.819]
Rule 58/249: (454.7/101.1, lift 8.8)
PC1 <= -0.1905799
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 0.6861098
PC32 <= 1.114577
PC57 <= 0.112213
PC100 <= 1.488753
-> class 2\|2 [0.776]
Rule 58/250: (8.1/1.3, lift 8.8)
PC2 <= -7.893059e-005
PC8 > -0.1137233
PC8 <= 2.293971
PC37 > -0.360894
PC79 > 0.3512107
-> class 2\|2 [0.770]
Rule 58/251: (39.3/10, lift 8.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC12 <= 5.398648
PC14 <= -0.9591961
PC25 <= 0.172761
PC30 <= 0.2204484
PC60 > 0.2196866
PC75 <= 0.5339503
-> class 2\|2 [0.734]
Rule 58/252: (38.8/12.1, lift 7.7)
PC1 <= -0.1905799
PC8 <= -3.153274
PC38 > 0.138903
PC64 > -0.2020136
-> class 2\|2 [0.678]
Rule 58/253: (102.3/37.8, lift 7.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -0.1137233
PC8 <= 2.293971
PC37 <= -0.4407529
PC42 > -0.8605924
PC52 > -0.4470362
PC57 <= 0.112213
-> class 2\|2 [0.628]
Rule 58/254: (193.7/82.8, lift 6.5)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC25 > 0.172761
PC29 <= 0.3448451
PC60 > 0.2196866
-> class 2\|2 [0.572]
Rule 58/255: (155.4, lift 8.3)
PC2 <= 2.60032
PC8 <= -3.153274
PC38 <= 0.138903
PC83 <= 0.3663727
PC93 > 0.4432856
PC96 <= 0.2003265
-> class 2\|3 [0.994]
Rule 58/256: (134, lift 8.3)
PC5 <= 2.054357
PC8 <= -3.153274
PC53 <= -0.6681173
PC83 <= 0.3663727
PC96 <= 0.2003265
-> class 2\|3 [0.993]
Rule 58/257: (121.1, lift 8.3)
PC2 <= 2.60032
PC8 <= -3.153274
PC38 <= 0.138903
PC44 <= 0.8354484
PC45 > 0.1517099
-> class 2\|3 [0.992]
Rule 58/258: (153.3/0.5, lift 8.3)
PC1 <= -0.1905799
PC8 <= -3.153274
PC9 <= 0.5689062
PC24 > -0.1110386
PC38 <= 0.138903
PC77 <= 1.173019
PC96 > 0.2003265
-> class 2\|3 [0.990]
Rule 58/259: (61, lift 8.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC31 <= 1.247197
PC38 <= 0.138903
PC44 <= 0.8354484
PC59 <= -0.5666307
PC80 > -0.7659971
PC93 <= 0.4432856
-> class 2\|3 [0.984]
Rule 58/260: (56.5, lift 8.2)
PC1 <= -0.1905799
PC8 <= -3.153274
PC31 > 1.247197
PC38 <= 0.138903
-> class 2\|3 [0.983]
Rule 58/261: (53.5, lift 8.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC29 <= 0.3448451
PC30 > 0.2204484
PC34 <= 1.066212
PC38 > -1.617691
PC43 > -1.484423
PC47 <= -0.8940195
-> class 2\|3 [0.982]
Rule 58/262: (59.8/0.2, lift 8.2)
PC2 <= 2.60032
PC8 <= -3.153274
PC44 <= 0.8354484
PC68 > 0.8611033
PC75 > -0.04258429
PC96 <= 0.2003265
-> class 2\|3 [0.980]
Rule 58/263: (145.3/2.6, lift 8.1)
PC1 <= -0.1905799
PC8 <= -3.153274
PC38 <= 0.138903
PC74 <= -0.8009616
-> class 2\|3 [0.976]
Rule 58/264: (112.4/1.8, lift 8.1)
PC1 > -0.1905799
PC2 <= 2.60032
PC8 <= -3.941882
PC44 <= 0.6906492
PC89 > -0.3981536
-> class 2\|3 [0.975]
Rule 58/265: (165.5/3.2, lift 8.1)
PC2 <= 2.60032
PC8 <= -3.153274
PC17 <= 0.9588872
PC38 <= 0.138903
PC44 <= 0.8354484
PC68 <= 0.8611033
PC80 > -0.7659971
PC83 <= 0.3663727
PC90 <= 0.33089
PC97 <= 0.04705508
PC98 > -0.3292939
PC98 <= 0.5366434
-> class 2\|3 [0.975]
Rule 58/266: (33.9, lift 8.1)
PC2 <= 2.60032
PC8 <= -0.1137233
PC9 <= 6.396509
PC61 > 7.367667
-> class 2\|3 [0.972]
Rule 58/267: (31.1, lift 8.1)
PC1 > -0.1905799
PC8 <= -3.941882
PC14 > 1.576791
PC19 > -1.527043
-> class 2\|3 [0.970]
Rule 58/268: (80.9/1.8, lift 8.0)
PC1 <= -0.1905799
PC8 <= -3.153274
PC22 <= -1.834077
PC38 <= 0.138903
-> class 2\|3 [0.966]
Rule 58/269: (24.5, lift 8.0)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC9 <= 6.396509
PC10 > -0.4534767
PC25 > 0.172761
PC30 <= 0.2204484
PC49 > -0.07090369
PC60 > 0.2196866
-> class 2\|3 [0.962]
Rule 58/270: (35.2/0.5, lift 8.0)
PC1 <= 8.272938
PC3 <= 0.09497605
PC9 <= 0.3627688
PC11 > 2.046466
PC19 > -3.654649
PC26 > -1.497802
PC44 <= 0.800207
PC85 <= -0.4943444
-> class 2\|3 [0.960]
Rule 58/271: (21.3, lift 8.0)
PC2 <= 2.60032
PC8 <= -3.153274
PC43 <= -0.3508555
PC83 > 0.3663727
PC94 <= 0.8244115
PC96 <= 0.2003265
-> class 2\|3 [0.957]
Rule 58/272: (103.7/3.9, lift 7.9)
PC1 <= -0.1905799
PC8 <= -3.153274
PC74 > -0.8009616
PC94 > 0.8244115
-> class 2\|3 [0.954]
Rule 58/273: (61/2.2, lift 7.9)
PC1 <= -0.1905799
PC8 <= -0.1137233
PC9 <= 6.396509
PC30 <= 0.2204484
PC35 <= -1.833531
PC43 > -1.484423
PC84 <= 0.3616703
-> class 2\|3 [0.950]
Rule 58/274: (51.8/2.6, lift 7.8)
PC8 <= -3.153274
PC26 > 3.239936
-> class 2\|3 [0.934]
Rule 58/275: (81/5.1, lift 7.7)
PC2 <= -2.567986
PC8 > -3.153274
PC8 <= -0.1137233
PC9 <= 6.396509
PC14 > -0.9591961
PC25 <= 0.172761
PC30 <= 0.2204484
PC60 > 0.2196866
PC68 > 1.505965
PC71 <= 0.6440126
PC75 <= 0.5339503
-> class 2\|3 [0.926]
Rule 58/276: (65.3/5.5, lift 7.5)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC17 > 0.9588872
PC22 > -1.834077
-> class 2\|3 [0.903]
Rule 58/277: (6.9, lift 7.4)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC24 > 1.39582
PC30 <= 0.2204484
-> class 2\|3 [0.888]
Rule 58/278: (94.7/11.3, lift 7.3)
PC1 <= -0.1905799
PC8 <= -3.153274
PC80 <= -0.7659971
PC94 <= 0.8244115
PC98 <= 0.5366434
-> class 2\|3 [0.873]
Rule 58/279: (18.5/1.7, lift 7.2)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC12 > -1.343814
PC25 > 0.172761
PC30 <= 0.2204484
PC43 > -1.484423
PC74 > 0.4559528
-> class 2\|3 [0.867]
Rule 58/280: (47.1/6.2, lift 7.1)
PC1 > -0.1905799
PC1 <= 8.272938
PC3 <= 0.09497605
PC8 > -3.941882
PC9 <= 0.3627688
PC19 > -3.654649
PC26 > -1.497802
PC44 <= 0.800207
PC67 > -0.4050675
PC85 > -0.4943444
-> class 2\|3 [0.854]
Rule 58/281: (25.8/5.1, lift 6.5)
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC11 <= -2.843719
PC30 > 0.2204484
-> class 2\|3 [0.780]
Rule 58/282: (7870.7/5655.1, lift 2.3)
PC1 <= -0.1905799
PC2 <= 2.60032
-> class 2\|3 [0.282]
Rule 58/283: (101.6, lift 20.5)
PC1 > -0.1905799
PC2 <= 2.60032
PC8 <= -3.941882
PC14 <= 1.576791
PC44 > 0.6906492
-> class 2\|4 [0.990]
Rule 58/284: (28.2/1.1, lift 19.3)
PC1 > -0.1905799
PC2 <= 2.60032
PC8 <= -3.941882
PC89 <= -0.3981536
-> class 2\|4 [0.929]
Rule 58/285: (75/5.1, lift 19.1)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 <= -0.1137233
PC9 <= 6.396509
PC25 <= 0.172761
PC43 > -1.484423
PC58 > -1.093528
PC68 > 1.505965
PC71 > 0.6440126
PC75 <= 0.5339503
-> class 2\|4 [0.921]
Rule 58/286: (16.6/1.2, lift 18.2)
PC1 > -0.1905799
PC3 <= 0.09497605
PC19 > -3.654649
PC26 > -1.497802
PC44 <= 0.800207
PC67 <= -0.4050675
-> class 2\|4 [0.879]
Rule 58/287: (22.8/2.1, lift 18.1)
PC2 <= 2.60032
PC8 <= -0.1137233
PC12 <= 5.398648
PC43 <= -1.484423
PC62 <= -4.324138
-> class 2\|4 [0.874]
Rule 58/288: (18.4/2.1, lift 17.6)
PC9 > 6.396509
PC19 <= -3.162206
PC43 > -1.484423
-> class 2\|4 [0.850]
Rule 58/289: (5.3/0.2, lift 17.2)
PC1 > -0.264861
PC1 <= -0.1905799
PC8 <= -0.1137233
PC10 > -0.4534767
PC60 > 0.2196866
-> class 2\|4 [0.831]
Rule 58/290: (3.3, lift 16.8)
PC1 <= -0.1905799
PC6 > 1.671606
PC8 <= -0.1137233
PC43 <= -1.484423
-> class 2\|4 [0.812]
Rule 58/291: (26.6/8.5, lift 13.8)
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC9 <= 6.396509
PC12 <= 5.398648
PC30 <= 0.2204484
PC58 <= -1.093528
PC75 <= 0.5339503
-> class 2\|4 [0.667]
Rule 58/292: (16.2/5.6, lift 13.3)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC25 <= 0.172761
PC29 > 0.2792483
PC30 <= 0.2204484
PC60 > 0.2196866
PC75 <= 0.5339503
-> class 2\|4 [0.639]
Rule 58/293: (49.5/24, lift 10.7)
PC1 <= -0.1905799
PC2 <= 2.60032
PC8 > -3.153274
PC8 <= -0.1137233
PC10 > -0.4534767
PC29 > 0.3448451
PC38 > -1.617691
-> class 2\|4 [0.515]
Rule 58/294: (1366.3/672.6, lift 10.5)
PC1 <= -0.1905799
PC8 <= -3.153274
PC38 <= 0.138903
-> class 2\|4 [0.508]
Default class: 2\|3
----- Trial 59: -----
Rules:
Rule 59/1: (146.9, lift 16.2)
PC13 > -5.756136
PC18 > 2.129967
PC22 > -0.4121532
PC62 <= -1.128139
PC63 <= 2.15753
PC81 <= 1.26251
PC87 <= 1.115035
-> class 0\|0 [0.993]
Rule 59/2: (108.7, lift 16.2)
PC4 > -8.866914
PC13 > -5.756136
PC18 > 2.129967
PC22 > -0.4121532
PC23 > -1.065529
PC31 > -0.2922627
PC32 <= 0.6346551
PC60 > -1.003207
PC63 <= 2.15753
PC82 > -0.3766571
PC85 > -2.156856
PC94 > 0.3929066
-> class 0\|0 [0.990]
Rule 59/3: (100.4, lift 16.2)
PC2 > 2.5099
PC4 > -8.866914
PC18 > 2.129967
PC22 > -0.4121532
PC32 <= 0.6346551
PC40 > 2.548591
PC72 > -0.4636281
PC85 > -2.156856
-> class 0\|0 [0.990]
Rule 59/4: (123.8/0.4, lift 16.2)
PC4 > -8.866914
PC13 <= 8.316996
PC18 > 2.129967
PC32 <= 0.6346551
PC55 > -0.4851243
PC63 <= 2.15753
PC70 <= -1.098602
PC81 <= 1.26251
PC85 > -2.156856
PC91 <= 2.867553
-> class 0\|0 [0.989]
Rule 59/5: (95, lift 16.1)
PC4 > -8.866914
PC17 > -0.1491582
PC18 > 2.129967
PC22 > -0.4121532
PC31 > -0.2922627
PC55 > -0.4851243
PC59 > -1.884917
PC59 <= -1.1322
PC63 > -0.5601385
-> class 0\|0 [0.989]
Rule 59/6: (83.3, lift 16.1)
PC2 > 2.5099
PC14 <= 1.991589
PC17 > -0.1491582
PC22 > -0.4121532
PC23 <= -1.065529
PC31 > -0.2922627
PC52 <= 0.001355744
PC55 > -0.2046797
PC63 > -0.5601385
PC81 <= 1.26251
-> class 0\|0 [0.988]
Rule 59/7: (77.3, lift 16.1)
PC13 > -5.756136
PC18 > 2.129967
PC22 > -0.4121532
PC54 <= -1.027696
PC70 > -1.098602
PC81 <= 1.26251
PC91 <= 2.867553
-> class 0\|0 [0.987]
Rule 59/8: (60, lift 16.1)
PC4 > -8.866914
PC13 <= 8.316996
PC18 > 2.129967
PC49 <= 0.5931662
PC59 > -1.1322
PC63 > -0.5601385
PC63 <= 2.15753
PC72 > -0.4636281
PC83 > 0.4650484
PC85 > -2.156856
-> class 0\|0 [0.984]
Rule 59/9: (53.6, lift 16.0)
PC13 > -5.756136
PC18 > 2.129967
PC22 > -0.4121532
PC40 <= 2.548591
PC55 > -0.2046797
PC59 > -1.884917
PC63 > -0.5601385
PC72 > -0.4636281
PC81 <= 1.26251
PC82 <= -0.3766571
PC91 <= 2.867553
-> class 0\|0 [0.982]
Rule 59/10: (263/4.1, lift 16.0)
PC4 > -8.866914
PC13 <= 8.316996
PC18 > 2.129967
PC22 > -0.4121532
PC32 > 0.6346551
PC42 <= 0.7155671
PC55 > -0.4851243
PC63 <= 2.15753
PC91 <= 2.867553
-> class 0\|0 [0.981]
Rule 59/11: (133.9/2.4, lift 15.9)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC14 > 0.5711954
PC18 > -0.5964481
PC18 <= 2.129967
PC21 > -0.4086362
PC22 > -0.4121532
PC49 > 0.329904
PC63 <= 0.877684
PC64 <= 1.579792
PC99 <= 0.4512788
-> class 0\|0 [0.975]
Rule 59/12: (23.6/0.2, lift 15.6)
PC4 > -8.866914
PC17 > -0.1491582
PC17 <= 0.1195293
PC18 > 2.129967
PC22 <= 1.080411
PC49 <= 0.5931662
PC55 > -0.2046797
PC94 <= 0.3929066
-> class 0\|0 [0.954]
Rule 59/13: (181.1/8, lift 15.5)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC14 > 0.5711954
PC18 > -0.5964481
PC21 > -0.4086362
PC22 > -0.4121532
PC32 > 0.6220104
PC80 <= 0.4053224
-> class 0\|0 [0.951]
Rule 59/14: (15.9, lift 15.4)
PC18 > 2.129967
PC22 > -0.4121532
PC45 > 1.876162
PC49 <= 0.5931662
PC63 > -0.5601385
PC91 <= 2.867553
PC94 <= 0.3929066
-> class 0\|0 [0.944]
Rule 59/15: (136.3/6.8, lift 15.4)
PC8 <= 0.2325077
PC13 <= 8.316996
PC17 > -0.1491582
PC18 > 2.129967
PC22 > 1.080411
PC49 <= 0.5931662
PC63 <= 2.15753
PC81 <= 1.26251
PC85 > -2.156856
PC91 <= 2.867553
-> class 0\|0 [0.943]
Rule 59/16: (13.7, lift 15.3)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC14 > 0.5711954
PC18 > -0.5964481
PC21 > -0.4086362
PC24 > 2.500236
PC49 <= 0.329904
PC81 > -0.8726197
-> class 0\|0 [0.936]
Rule 59/17: (24.6/1, lift 15.1)
PC2 > 2.5099
PC3 <= 1.640775
PC13 <= 8.316996
PC14 > 0.5711954
PC21 > -0.4086362
PC22 > -0.4121532
PC49 <= 0.329904
PC71 > 0.5953918
PC80 <= 0.4053224
-> class 0\|0 [0.926]
Rule 59/18: (90.7/7.5, lift 14.8)
PC8 > 0.2325077
PC18 > 2.129967
PC49 <= 0.5931662
PC63 > -0.5551538
PC72 > -0.4636281
-> class 0\|0 [0.908]
Rule 59/19: (542.7/112.1, lift 12.9)
PC2 > 2.5099
PC13 > -5.756136
PC13 <= 8.316996
PC18 > 2.129967
PC22 > -0.4121532
PC76 <= -0.4154288
PC85 > -2.156856
PC87 <= 1.115035
-> class 0\|0 [0.792]
Rule 59/20: (47.8/11.6, lift 12.2)
PC2 > 2.5099
PC18 > -0.5964481
PC22 > -0.4121532
PC42 <= -2.840336
PC80 <= 0.4053224
PC83 > -4.32544
-> class 0\|0 [0.746]
Rule 59/21: (21.8/5.1, lift 12.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.443306
PC14 <= 0.5711954
PC18 > -0.5964481
PC18 <= 2.129967
PC22 > -0.4121532
PC80 <= 0.4053224
PC87 <= 1.115035
-> class 0\|0 [0.745]
Rule 59/22: (10.9/3.8, lift 10.2)
PC2 > 2.5099
PC18 > -0.5964481
PC72 > 0.2829138
PC97 > 2.875754
-> class 0\|0 [0.627]
Rule 59/23: (48.4, lift 11.3)
PC13 <= 8.316996
PC18 > 2.129967
PC32 <= 0.6346551
PC55 <= -0.2046797
PC59 > -1.1322
PC62 > -1.128139
PC63 > -0.5601385
-> class 0\|1 [0.980]
Rule 59/24: (81.6/0.7, lift 11.3)
PC2 > 2.5099
PC13 > -5.756136
PC18 > 2.129967
PC55 <= -0.4851243
PC62 > -1.128139
PC83 > -4.32544
-> class 0\|1 [0.979]
Rule 59/25: (43.9/0.3, lift 11.2)
PC2 > 2.5099
PC13 > -5.756136
PC18 > 2.129967
PC31 <= -0.2922627
PC32 <= 0.6346551
PC70 > -1.098602
-> class 0\|1 [0.972]
Rule 59/26: (95.4/1.8, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC10 <= 3.627856
PC18 > -1.133595
PC18 <= -0.5964481
PC44 > 0.7241517
PC57 > 0.02296613
-> class 0\|1 [0.971]
Rule 59/27: (26.1/0.2, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 0.6110314
PC18 <= -0.5964481
PC55 > 0.8780612
-> class 0\|1 [0.958]
Rule 59/28: (162.3/5.8, lift 11.1)
PC4 > -8.866914
PC5 > -0.7434009
PC8 <= 0.2325077
PC17 > 0.1195293
PC18 > 2.129967
PC22 <= 1.080411
PC23 > -1.065529
PC32 <= 0.6346551
PC40 <= 2.548591
PC45 <= 1.876162
PC54 > -1.027696
PC55 > -0.1726036
PC59 > -1.1322
PC62 > -1.128139
PC63 > -0.5601385
PC64 > -0.545521
PC82 > -0.3766571
PC83 <= 0.4650484
PC94 <= 0.3929066
-> class 0\|1 [0.958]
Rule 59/29: (45.5/1, lift 11.1)
PC2 > 2.5099
PC3 <= 1.640775
PC7 <= -0.7657071
PC15 > -1.113114
PC18 > -1.133595
PC18 <= -0.5964481
-> class 0\|1 [0.957]
Rule 59/30: (68.1/2.4, lift 11.0)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -1.113114
PC18 > -1.133595
PC18 <= -0.5964481
PC43 <= -0.6974066
PC51 <= 0.8349105
-> class 0\|1 [0.951]
Rule 59/31: (18.1, lift 11.0)
PC13 > -5.756136
PC18 > 2.129967
PC22 > -0.4121532
PC63 > 2.15753
-> class 0\|1 [0.950]
Rule 59/32: (7.9, lift 10.4)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.133595
PC18 <= -0.5964481
PC44 <= 0.7241517
PC78 > 1.82709
-> class 0\|1 [0.899]
Rule 59/33: (23.2/2.1, lift 10.1)
PC18 <= -0.5964481
PC55 <= 0.8780612
PC78 > 2.983765
PC79 > -0.2976363
PC90 <= 6.432059
-> class 0\|1 [0.875]
Rule 59/34: (16.3/4.1, lift 8.3)
PC10 <= -7.383991
PC18 > -1.133595
PC18 <= -0.5964481
-> class 0\|1 [0.720]
Rule 59/35: (36.7/12.7, lift 7.5)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -1.630364
PC18 <= -0.5964481
-> class 0\|1 [0.645]
Rule 59/36: (3525.4/1975.3, lift 5.1)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.5964481
-> class 0\|1 [0.440]
Rule 59/37: (67.9, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.133595
PC20 > -3.048295
PC27 <= 1.127495
PC40 > -0.6852496
PC42 > -0.792168
PC48 <= 0.5645761
PC49 > 0.6032343
PC59 <= 1.000544
PC61 > -0.5067793
-> class 0\|2 [0.986]
Rule 59/38: (70.9, lift 10.4)
PC4 > 9.305666
PC18 <= -1.133595
PC78 <= 2.983765
-> class 0\|2 [0.986]
Rule 59/39: (61.5, lift 10.3)
PC18 > -2.15512
PC18 <= -1.133595
PC30 > 1.501975
PC42 <= 2.424541
PC67 <= -0.03333272
PC78 <= 2.983765
-> class 0\|2 [0.984]
Rule 59/40: (109/1, lift 10.3)
PC4 <= -5.538404
PC18 > -2.15512
PC18 <= -1.133595
PC30 <= 1.501975
PC33 <= 3.81264
PC42 <= 2.424541
PC93 > -1.393364
-> class 0\|2 [0.982]
Rule 59/41: (43.8, lift 10.3)
PC4 <= -8.261679
PC18 <= -0.5964481
PC31 > -0.341062
-> class 0\|2 [0.978]
Rule 59/42: (68.1/0.5, lift 10.3)
PC13 <= 1.393533
PC18 <= -2.15512
PC30 > -1.22145
PC33 <= 3.81264
PC36 <= 0.04311988
PC55 <= 0.8780612
PC63 > 0.8242726
PC78 <= 2.983765
PC94 > -0.5126175
PC100 > -0.4841824
-> class 0\|2 [0.978]
Rule 59/43: (41.8, lift 10.3)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= -0.1113895
PC18 > -0.5964481
PC83 > -4.32544
PC87 > 1.115035
-> class 0\|2 [0.977]
Rule 59/44: (36.3, lift 10.2)
PC4 <= -7.023084
PC8 <= 0.06090475
PC18 <= -0.5964481
PC57 > 0.5942891
-> class 0\|2 [0.974]
Rule 59/45: (34, lift 10.2)
PC2 > 2.5099
PC6 > -1.630364
PC18 <= -1.133595
PC41 > 0.5409865
PC55 <= 0.8780612
-> class 0\|2 [0.972]
Rule 59/46: (139.5/3.2, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.133595
PC20 > -3.048295
PC27 <= 1.127495
PC40 > -0.6852496
PC42 > -0.792168
PC46 <= 0.05418438
PC59 <= 1.000544
PC70 <= 3.030624
-> class 0\|2 [0.971]
Rule 59/47: (31.7, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > 1.136193
PC18 <= -0.5964481
PC31 > -0.341062
PC94 > -0.5126175
PC100 > -0.4841824
-> class 0\|2 [0.970]
Rule 59/48: (31.7, lift 10.2)
PC6 > -1.630364
PC18 <= -2.15512
PC26 > 1.475225
PC94 > -0.5126175
PC100 > -0.4841824
-> class 0\|2 [0.970]
Rule 59/49: (59.7/0.8, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.5964481
PC18 <= 2.129967
PC22 > -0.4121532
PC35 > -0.2967602
PC47 <= 4.410915
PC56 > -0.499703
PC80 > 0.4053224
-> class 0\|2 [0.970]
Rule 59/50: (150.8/3.9, lift 10.2)
PC2 > 2.5099
PC3 <= 1.640775
PC12 > -1.313747
PC16 <= 2.936707
PC18 <= -1.133595
PC31 <= -0.341062
PC50 <= 1.147097
PC55 <= 0.8780612
PC68 > -1.283946
-> class 0\|2 [0.968]
Rule 59/51: (97.9/2.2, lift 10.2)
PC18 > -2.15512
PC18 <= -0.5964481
PC20 > -3.048295
PC29 <= -0.1607074
PC40 > -0.6852496
PC42 > -0.792168
PC47 > -0.3001556
PC71 > -0.2927748
PC72 > -0.2826857
PC80 > -0.1993978
PC82 > -0.3053165
PC99 > -0.8717425
-> class 0\|2 [0.968]
Rule 59/52: (34.9/0.3, lift 10.1)
PC7 > 0.1513615
PC13 > 8.316996
PC18 > -0.5964481
PC22 > -0.4121532
-> class 0\|2 [0.966]
Rule 59/53: (64.7/1.4, lift 10.1)
PC18 > -4.608905
PC18 <= -1.133595
PC31 > -0.341062
PC33 > 3.81264
PC50 > 0.06868839
-> class 0\|2 [0.965]
Rule 59/54: (26.4, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC6 <= -0.318032
PC18 > -0.5964481
PC22 <= -0.4121532
PC51 > 1.219611
PC72 <= 0.2829138
-> class 0\|2 [0.965]
Rule 59/55: (66.3/1.6, lift 10.1)
PC2 > 2.5099
PC3 <= 1.640775
PC8 <= 0.06090475
PC15 <= 1.136193
PC18 <= -0.5964481
PC21 <= -0.7579204
PC34 > -2.005144
PC63 <= 0.8242726
PC91 > -0.7195712
-> class 0\|2 [0.962]
Rule 59/56: (24.5, lift 10.1)
PC4 <= -7.023084
PC17 <= -0.973405
PC55 <= 0.8780612
PC57 <= 0.5942891
PC61 <= -0.3203616
-> class 0\|2 [0.962]
Rule 59/57: (20.5, lift 10.0)
PC18 > -2.15512
PC18 <= -0.5964481
PC40 <= -0.6852496
PC41 <= 0.5409865
PC79 > 1.362164
-> class 0\|2 [0.955]
Rule 59/58: (71.9/2.3, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -2.15512
PC18 <= -1.133595
PC40 > -0.6852496
PC55 <= 0.8780612
PC61 <= -0.5067793
PC66 <= 1.586335
PC99 > -0.8717425
-> class 0\|2 [0.955]
Rule 59/59: (76.1/2.5, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5711954
PC18 > -0.5964481
PC18 <= 2.129967
PC22 > -0.4121532
PC59 <= -1.22633
PC83 > -4.32544
PC85 > -2.156856
-> class 0\|2 [0.955]
Rule 59/60: (19.2, lift 10.0)
PC6 > -1.630364
PC18 > -2.15512
PC18 <= -1.133595
PC40 <= -0.6852496
PC42 <= 2.424541
PC61 > 0.8467805
-> class 0\|2 [0.953]
Rule 59/61: (165.8/7.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC7 > -0.7657071
PC10 > -7.383991
PC15 > -1.113114
PC18 > -1.133595
PC18 <= -0.5964481
PC28 <= 3.778366
PC43 > -0.6974066
PC44 <= 0.7241517
PC51 <= 0.8349105
PC68 > -0.5772144
PC78 <= 1.82709
PC89 > -0.7498393
-> class 0\|2 [0.952]
Rule 59/62: (18.3, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC11 > 0.3006447
PC55 <= 0.8780612
PC78 <= 2.983765
PC98 <= 1.110772
-> class 0\|2 [0.951]
Rule 59/63: (18.1, lift 10.0)
PC4 > -5.538404
PC18 > -2.15512
PC29 <= -3.066861
PC30 <= 1.501975
PC40 <= -0.6852496
-> class 0\|2 [0.950]
Rule 59/64: (49.1/1.7, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.5964481
PC22 <= -0.4121532
PC42 > 1.231999
PC72 <= 0.2829138
PC82 <= 1.533132
PC93 <= 0.7820264
-> class 0\|2 [0.948]
Rule 59/65: (37/1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.208214
PC17 > 0.677205
PC18 > -0.5964481
PC22 <= -0.4121532
PC72 > 0.2829138
PC83 > -4.32544
PC97 <= 2.875754
-> class 0\|2 [0.948]
Rule 59/66: (42.2/1.3, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.208214
PC18 > -0.5964481
PC22 <= -0.4121532
PC26 > 0.128598
PC47 <= 4.410915
PC72 > 0.2829138
PC72 <= 0.6737435
-> class 0\|2 [0.947]
Rule 59/67: (16, lift 9.9)
PC3 > 0.6246755
PC3 <= 1.640775
PC6 > -1.630364
PC18 <= -0.5964481
PC55 <= 0.8780612
PC56 <= -0.2658059
PC90 <= 6.432059
-> class 0\|2 [0.945]
Rule 59/68: (53.2/2.1, lift 9.9)
PC2 > 2.5099
PC3 <= 1.640775
PC8 > 0.06090475
PC18 <= -2.15512
PC31 > -0.341062
PC56 > -0.2658059
PC63 <= 0.8242726
PC98 <= 1.110772
-> class 0\|2 [0.945]
Rule 59/69: (16.3, lift 9.9)
PC2 > 2.5099
PC6 <= -0.318032
PC18 > -0.5964481
PC22 <= -0.4121532
PC39 <= -1.981903
PC47 <= 4.410915
PC72 <= 0.2829138
PC93 <= 0.7820264
-> class 0\|2 [0.945]
Rule 59/70: (19.5/0.3, lift 9.9)
PC2 > 2.5099
PC13 <= 8.316996
PC18 > -0.5964481
PC18 <= 2.129967
PC22 > -0.4121532
PC39 <= -1.568343
PC47 <= 4.410915
-> class 0\|2 [0.942]
Rule 59/71: (13.4, lift 9.8)
PC5 <= -0.4823957
PC6 > -1.630364
PC18 <= -1.133595
PC30 <= 1.501975
PC40 <= -0.6852496
PC55 <= 0.8780612
-> class 0\|2 [0.935]
Rule 59/72: (32.2/1.2, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC16 <= 2.936707
PC18 > -2.15512
PC18 <= -0.5964481
PC40 <= -0.6852496
PC95 > 0.9253113
-> class 0\|2 [0.935]
Rule 59/73: (18.5/0.4, lift 9.8)
PC6 > -1.630364
PC18 <= -2.15512
PC30 > -3.442168
PC33 <= 3.81264
PC56 > -0.2658059
PC57 <= -1.258103
PC91 > -0.7195712
PC94 > -0.5126175
PC100 > -0.4841824
-> class 0\|2 [0.932]
Rule 59/74: (21.1/0.6, lift 9.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.133595
PC18 <= -0.5964481
PC44 > 0.7241517
PC57 <= 0.02296613
-> class 0\|2 [0.931]
Rule 59/75: (27.9/1.2, lift 9.7)
PC15 <= 1.136193
PC18 <= -2.15512
PC30 <= -3.442168
PC56 > -0.2456043
PC91 > -0.7195712
PC98 <= 1.110772
PC100 > -0.4841824
-> class 0\|2 [0.927]
Rule 59/76: (11, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC17 > -0.973405
PC18 <= -2.15512
PC56 > -0.2658059
PC57 > -1.258103
PC91 > -0.7195712
PC100 > -0.4841824
-> class 0\|2 [0.923]
Rule 59/77: (11, lift 9.7)
PC2 > 2.5099
PC3 <= 1.640775
PC14 <= 0.5711954
PC18 > -0.5964481
PC18 <= 2.129967
PC21 > 0.6288067
-> class 0\|2 [0.923]
Rule 59/78: (11.9/0.1, lift 9.7)
PC8 <= 0.06090475
PC18 <= -1.133595
PC33 <= 3.81264
PC34 > -2.005144
PC73 > -0.9485697
PC90 <= -1.057739
PC91 > -0.7195712
PC94 > -0.5126175
PC98 <= 1.110772
PC100 > -0.4841824
-> class 0\|2 [0.920]
Rule 59/79: (29.8/2.4, lift 9.4)
PC6 > -1.630364
PC16 <= 2.936707
PC18 <= -2.15512
PC28 <= -3.304819
PC31 > -0.341062
PC78 <= 2.983765
-> class 0\|2 [0.892]
Rule 59/80: (86.6/10, lift 9.2)
PC2 > 2.5099
PC5 > -0.7001408
PC6 <= -0.318032
PC18 > -0.5964481
PC18 <= 0.4257587
PC22 <= -0.4121532
PC24 > 0.7483019
PC42 <= 1.231999
PC53 > -1.511942
PC93 <= 0.7820264
PC94 > -1.94537
-> class 0\|2 [0.876]
Rule 59/81: (29.4/3.3, lift 9.1)
PC2 > 2.5099
PC18 > -0.5964481
PC22 <= -0.4121532
PC72 <= 0.2829138
PC94 <= -1.94537
-> class 0\|2 [0.864]
Rule 59/82: (124.4/17.6, lift 9.0)
PC2 > 2.5099
PC6 > -1.443306
PC14 <= 0.5711954
PC18 > -0.5964481
PC18 <= 2.129967
PC22 > -0.4121532
PC47 <= 4.410915
PC79 > 0.6355769
PC85 > -2.156856
-> class 0\|2 [0.853]
Rule 59/83: (80.8/12.3, lift 8.8)
PC2 > 2.5099
PC3 <= 1.640775
PC18 <= -0.5964481
PC55 <= 0.8780612
PC56 > -0.2658059
PC57 <= 0.7607636
PC73 > -0.9485697
PC90 > -1.057739
PC91 > -0.7195712
PC94 > -0.5126175
PC97 > 0.6084423
PC98 <= 1.110772
-> class 0\|2 [0.839]
Rule 59/84: (43.6/6.8, lift 8.7)
PC13 <= -5.756136
PC18 > -0.5964481
PC47 <= 4.410915
PC83 > -4.32544
PC85 > -2.156856
-> class 0\|2 [0.830]
Rule 59/85: (31.8/5.8, lift 8.4)
PC2 > 2.5099
PC18 <= -0.5964481
PC34 > -2.005144
PC56 > -0.2658059
PC56 <= -0.2456043
PC94 > -0.5126175
PC100 > -0.4841824
-> class 0\|2 [0.798]
Rule 59/86: (21.6/4.1, lift 8.2)
PC6 > -1.630364
PC18 <= -2.15512
PC34 <= -2.005144
PC55 <= 0.8780612
PC63 <= 0.8242726
PC73 > -0.9485697
PC98 <= 1.110772
-> class 0\|2 [0.785]
Rule 59/87: (28.8/5.7, lift 8.2)
PC18 <= -2.15512
PC31 > -0.341062
PC55 <= 0.8780612
PC73 <= -0.9485697
PC94 > -0.5126175
PC98 <= 1.110772
-> class 0\|2 [0.782]
Rule 59/88: (50.4/15.9, lift 7.1)
PC2 > 2.5099
PC18 > -0.5964481
PC20 <= 4.07268
PC22 <= -0.4121532
PC47 <= 4.410915
PC72 <= 0.2829138
PC93 > 0.7820264
-> class 0\|2 [0.677]
Rule 59/89: (126.3, lift 11.4)
PC2 > 2.5099
PC4 > -5.538404
PC4 <= 9.305666
PC18 <= -1.133595
PC27 <= 1.127495
PC30 <= 1.501975
PC42 <= 2.424541
PC46 > 0.05418438
PC61 > -0.5067793
PC80 <= -0.1993978
-> class 0\|3 [0.992]
Rule 59/90: (48.5, lift 11.3)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -0.5964481
PC47 > 4.410915
-> class 0\|3 [0.980]
Rule 59/91: (61.8/1, lift 11.2)
PC2 > 2.5099
PC3 <= 1.640775
PC15 <= -1.113114
PC18 > -1.133595
PC18 <= -0.5964481
-> class 0\|3 [0.969]
Rule 59/92: (55.1/1.3, lift 11.1)
PC4 <= 9.305666
PC18 <= -1.133595
PC31 > -0.341062
PC33 <= 3.81264
PC42 > 2.424541
PC91 > -5.525578
-> class 0\|3 [0.960]
Rule 59/93: (56.2/1.9, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC17 <= 0.677205
PC18 > -0.5964481
PC22 <= -0.4121532
PC72 > 0.6737435
PC83 > -4.32544
-> class 0\|3 [0.951]
Rule 59/94: (28.7/0.6, lift 10.9)
PC2 > 2.5099
PC3 <= 1.640775
PC15 > -1.113114
PC18 > -1.133595
PC18 <= -0.5964481
PC44 <= 0.7241517
PC68 <= -0.5772144
-> class 0\|3 [0.950]
Rule 59/95: (10.4, lift 10.6)
PC10 > 3.627856
PC18 > -1.133595
PC18 <= -0.5964481
PC44 > 0.7241517
PC57 > 0.02296613
-> class 0\|3 [0.920]
Rule 59/96: (7.9, lift 10.4)
PC2 <= 2.5099
PC9 > -1.926722
PC10 <= -0.7595807
PC63 <= -0.6014205
-> class 0\|3 [0.899]
Rule 59/97: (52.2/4.9, lift 10.3)
PC13 > 8.316996
PC47 > 0.6174723
-> class 0\|3 [0.892]
Rule 59/98: (83.9/10.1, lift 10.0)
PC2 > 2.5099
PC3 <= 1.640775
PC9 <= 0.208214
PC17 <= 0.677205
PC18 > -0.5964481
PC22 <= -0.4121532
PC26 <= 0.128598
PC72 > 0.2829138
-> class 0\|3 [0.871]
Rule 59/99: (39/4.5, lift 10.0)
PC2 > 2.5099
PC18 > -0.5964481
PC83 <= -4.32544
-> class 0\|3 [0.866]
Rule 59/100: (4.6, lift 9.8)
PC18 > -1.133595
PC18 <= -0.5964481
PC28 > 3.778366
-> class 0\|3 [0.848]
Rule 59/101: (42.6/6.4, lift 9.6)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.133595
PC18 <= -0.5964481
PC44 <= 0.7241517
PC51 <= 0.8349105
PC89 <= -0.7498393
-> class 0\|3 [0.834]
Rule 59/102: (35/6.4, lift 9.2)
PC2 > 2.5099
PC3 <= 1.640775
PC18 > -1.133595
PC18 <= -0.5964481
PC44 <= 0.7241517
PC51 > 0.8349105
-> class 0\|3 [0.799]
Rule 59/103: (2550.6/1175.3, lift 6.2)
PC2 > 2.5099
PC3 <= 1.640775
PC6 > -1.630364
PC18 <= -1.133595
-> class 0\|3 [0.539]
Rule 59/104: (468.6, lift 15.3)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC10 <= 1.042261
PC11 <= 1.156562
PC16 <= -2.43446
PC31 > -1.148283
PC59 <= 0.2921529
PC63 <= 1.430998
PC86 <= 0.2279873
PC91 > -0.5109994
-> class 1\|0 [0.998]
Rule 59/105: (346.6/0.9, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= 4.562058
PC10 > -0.7595807
PC16 <= -1.57082
PC21 <= 0.9767466
PC31 > -1.148283
PC63 > -0.5371126
PC63 <= 1.430998
PC68 > -1.754716
PC86 <= 0.2279873
PC91 > -0.5109994
-> class 1\|0 [0.995]
Rule 59/106: (152.8, lift 15.2)
PC6 <= -3.303845
PC11 <= -2.309642
-> class 1\|0 [0.994]
Rule 59/107: (145.9, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= 1.042261
PC11 <= 1.156562
PC16 <= -1.57082
PC21 <= 0.9767466
PC38 <= -0.2819698
PC59 <= 0.2921529
-> class 1\|0 [0.993]
Rule 59/108: (117.2, lift 15.2)
PC1 > -0.430681
PC14 <= -1.848327
PC94 <= -0.114962
-> class 1\|0 [0.992]
Rule 59/109: (129.7, lift 15.2)
PC1 > -0.430681
PC1 <= 0.6041246
PC2 <= 2.5099
PC10 > -0.7595807
PC10 <= -0.3454105
PC16 <= 0.1122229
PC21 <= 0.9767466
-> class 1\|0 [0.992]
Rule 59/110: (114.5/0.3, lift 15.1)
PC1 > -0.430681
PC5 <= 12.1829
PC10 <= 1.042261
PC16 <= -1.57082
PC19 > 1.887673
PC86 > 0.2510369
PC91 > -0.5109994
-> class 1\|0 [0.989]
Rule 59/111: (20.6, lift 14.6)
PC1 > -0.430681
PC10 > -0.7595807
PC15 <= -2.153941
PC16 > -1.57082
PC16 <= 0.1122229
PC21 <= 0.9767466
-> class 1\|0 [0.956]
Rule 59/112: (19.7, lift 14.6)
PC1 > -0.430681
PC9 > 0.2649656
PC21 > 0.9767466
-> class 1\|0 [0.954]
Rule 59/113: (46.6/1.4, lift 14.5)
PC5 <= 12.1829
PC9 > 1.410214
PC10 <= 1.042261
PC11 <= 1.156562
PC16 <= -1.57082
PC59 > 0.2921529
-> class 1\|0 [0.951]
Rule 59/114: (16.8, lift 14.5)
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1960181
PC44 > 0.8476839
PC86 <= 0.5585483
PC98 > 0.04432501
-> class 1\|0 [0.947]
Rule 59/115: (188.3/16.9, lift 13.9)
PC1 > 12.83934
PC6 <= -3.303845
PC21 <= 0.9767466
PC98 <= 0.353467
-> class 1\|0 [0.906]
Rule 59/116: (507.4/223.5, lift 8.6)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC16 <= 0.4291682
PC22 > 0.1960181
PC86 <= 0.5585483
-> class 1\|0 [0.559]
Rule 59/117: (118.5, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC5 <= 12.1829
PC9 <= 1.410214
PC10 <= 1.042261
PC16 <= -1.57082
PC21 <= 0.9767466
PC59 > 0.2921529
-> class 1\|1 [0.992]
Rule 59/118: (149.8/0.2, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > -2.209921
PC22 <= 0.1960181
PC50 > -0.1767377
-> class 1\|1 [0.992]
Rule 59/119: (99, lift 14.9)
PC5 > 12.1829
PC16 <= -1.57082
PC88 > -0.1014291
-> class 1\|1 [0.990]
Rule 59/120: (87.7, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1960181
PC39 <= 0.7608961
PC44 <= 0.8476839
PC52 > -0.5282045
PC85 > -0.2170425
PC98 > 0.04432501
-> class 1\|1 [0.989]
Rule 59/121: (79.7, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC8 > -3.620445
PC16 <= 0.4291682
PC33 <= -0.5413352
-> class 1\|1 [0.988]
Rule 59/122: (74, lift 14.9)
PC1 > -0.430681
PC2 <= 2.5099
PC6 <= -3.303845
PC11 > -2.309642
PC98 > 0.353467
-> class 1\|1 [0.987]
Rule 59/123: (76.5, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1960181
PC47 <= -0.295758
-> class 1\|1 [0.987]
Rule 59/124: (77.4, lift 14.9)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1960181
PC86 > 0.5585483
-> class 1\|1 [0.987]
Rule 59/125: (115.2/0.6, lift 14.8)
PC1 > -0.430681
PC1 <= 0.6041246
PC3 > -0.078421
PC6 > -3.303845
PC10 > -0.3454105
PC15 > -2.153941
PC16 > -1.57082
PC16 <= 0.1122229
PC21 <= 0.9767466
-> class 1\|1 [0.986]
Rule 59/126: (70.9, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC9 <= -0.7362697
PC16 <= 0.4291682
PC39 > -0.09906762
PC51 <= 0.9249719
PC70 <= 1.17918
PC80 > 0.09496262
-> class 1\|1 [0.986]
Rule 59/127: (65.9, lift 14.8)
PC2 <= 2.5099
PC5 <= 12.1829
PC11 <= 1.156562
PC16 <= -1.57082
PC19 <= 1.887673
PC38 > -0.2819698
PC86 > 0.2279873
-> class 1\|1 [0.985]
Rule 59/128: (62.3, lift 14.8)
PC1 > -0.430681
PC5 <= 12.1829
PC11 <= 1.156562
PC16 <= -1.57082
PC91 <= -0.5109994
-> class 1\|1 [0.984]
Rule 59/129: (67.5/0.2, lift 14.8)
PC2 > 2.5099
PC8 <= -3.620445
PC16 <= 0.4291682
PC22 > 0.1960181
-> class 1\|1 [0.983]
Rule 59/130: (57.7, lift 14.8)
PC3 > 1.640775
PC12 <= -0.07172547
PC22 > 0.1960181
PC45 <= -0.4375444
PC70 <= 1.17918
PC80 > 0.09496262
-> class 1\|1 [0.983]
Rule 59/131: (50.8, lift 14.8)
PC2 > 2.5099
PC3 > 1.640775
PC12 > -0.07172547
PC16 <= 0.4291682
-> class 1\|1 [0.981]
Rule 59/132: (72.6/1.3, lift 14.6)
PC3 > 1.640775
PC8 > -3.620445
PC12 <= -0.07172547
PC16 <= 0.4291682
PC22 > 0.1960181
PC39 <= -0.09906762
-> class 1\|1 [0.970]
Rule 59/133: (61.3/1, lift 14.6)
PC2 > 2.5099
PC3 > 1.640775
PC15 > -0.7574617
PC55 <= -0.5734197
-> class 1\|1 [0.969]
Rule 59/134: (29.6, lift 14.6)
PC1 > 7.712098
PC3 <= -0.078421
PC6 > -3.303845
PC10 > -0.7595807
PC16 > -1.57082
PC19 > -2.100959
-> class 1\|1 [0.968]
Rule 59/135: (98.7/3.2, lift 14.4)
PC1 > -0.430681
PC2 <= 2.5099
PC9 > -0.7798213
PC10 > 1.042261
PC16 <= -1.57082
PC44 > -1.972712
-> class 1\|1 [0.959]
Rule 59/136: (28.8/0.6, lift 14.3)
PC1 > -0.430681
PC3 > -0.078421
PC5 <= 5.305017
PC6 > -3.303845
PC10 > -0.7595807
PC16 > -1.57082
PC77 <= -0.05441514
PC90 <= -0.1695758
-> class 1\|1 [0.950]
Rule 59/137: (14.2, lift 14.1)
PC1 > -0.430681
PC3 > -0.078421
PC16 <= 0.1122229
PC65 > 0.4342718
PC91 <= -0.5426249
-> class 1\|1 [0.938]
Rule 59/138: (49.3/2.6, lift 14.0)
PC2 > 2.5099
PC3 > 1.640775
PC16 <= 0.4291682
PC22 > 0.1960181
PC77 > 0.650598
-> class 1\|1 [0.931]
Rule 59/139: (90.2/6.5, lift 13.8)
PC1 > -0.430681
PC9 > -0.7798213
PC11 > 1.156562
PC16 <= -1.57082
PC44 > -1.972712
-> class 1\|1 [0.918]
Rule 59/140: (8.9, lift 13.7)
PC2 > 2.5099
PC3 > 1.640775
PC51 > 0.9249719
PC80 > 0.09496262
PC98 <= 0.04432501
-> class 1\|1 [0.908]
Rule 59/141: (8.5, lift 13.6)
PC2 > 2.5099
PC3 > 1.640775
PC11 <= -0.1177774
PC15 > -0.7574617
PC16 > 0.4291682
-> class 1\|1 [0.904]
Rule 59/142: (8.1, lift 13.6)
PC2 <= 2.5099
PC5 <= 12.1829
PC16 <= -1.57082
PC44 > -1.972712
PC63 > 1.430998
-> class 1\|1 [0.901]
Rule 59/143: (7.8, lift 13.5)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > -1.57082
PC16 <= 0.1122229
PC65 > 0.4342718
PC82 <= -0.4278484
-> class 1\|1 [0.898]
Rule 59/144: (22.6/2, lift 13.2)
PC1 > -0.430681
PC5 > 5.305017
PC16 > -1.57082
PC82 <= -0.7688722
-> class 1\|1 [0.878]
Rule 59/145: (18.2/2.7, lift 12.3)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > -0.7595807
PC16 > -1.57082
PC17 <= -1.047688
-> class 1\|1 [0.816]
Rule 59/146: (31.1/5.2, lift 12.2)
PC1 > -0.430681
PC6 > -3.303845
PC14 <= -1.848327
PC16 > -1.57082
PC21 <= 0.9767466
PC94 > -0.114962
-> class 1\|1 [0.812]
Rule 59/147: (20.9/3.5, lift 12.1)
PC3 > 1.640775
PC16 <= 0.4291682
PC70 > 1.17918
PC98 <= 0.04432501
-> class 1\|1 [0.804]
Rule 59/148: (20.7/3.9, lift 11.8)
PC1 > -0.430681
PC16 <= -1.57082
PC86 > 0.2279873
PC86 <= 0.2510369
-> class 1\|1 [0.782]
Rule 59/149: (252/161.9, lift 5.4)
PC2 <= 2.5099
PC9 > -0.7798213
PC16 > -2.43446
PC16 <= -1.57082
-> class 1\|1 [0.359]
Rule 59/150: (151.5, lift 15.5)
PC2 <= 2.5099
PC5 > 5.305017
PC14 > -1.848327
PC16 > 0.1122229
PC82 > -0.7688722
-> class 1\|2 [0.993]
Rule 59/151: (114.4, lift 15.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.078421
PC12 > -1.067819
PC14 > -1.848327
PC16 > -1.57082
PC21 <= 0.9767466
PC36 <= 0.3063478
PC47 > 0.698068
PC66 <= 0.2232069
PC100 > -1.163918
-> class 1\|2 [0.991]
Rule 59/152: (42.6, lift 15.2)
PC1 > -0.430681
PC2 <= 2.5099
PC10 > 1.211067
PC12 > -1.067819
PC14 > -1.848327
PC16 > 0.1122229
PC100 <= 0.5561683
-> class 1\|2 [0.978]
Rule 59/153: (33.4, lift 15.1)
PC5 > 12.1829
PC88 <= -0.1014291
-> class 1\|2 [0.972]
Rule 59/154: (97.9/2.4, lift 15.0)
PC10 <= -0.7595807
PC14 > 2.102291
PC19 <= -1.342918
PC49 > -1.210842
-> class 1\|2 [0.966]
Rule 59/155: (148.5/7.9, lift 14.6)
PC1 > -0.430681
PC3 > -0.078421
PC14 > -1.848327
PC16 > 0.1122229
PC36 <= 0.3063478
PC100 > 0.5561683
-> class 1\|2 [0.941]
Rule 59/156: (13.5, lift 14.6)
PC2 <= 2.5099
PC16 <= -1.57082
PC44 <= -1.972712
-> class 1\|2 [0.936]
Rule 59/157: (213.4/13.3, lift 14.5)
PC2 > 2.5099
PC3 > 1.640775
PC11 > -0.1177774
PC15 > -0.7574617
PC16 > 0.4291682
PC55 > -0.5734197
-> class 1\|2 [0.934]
Rule 59/158: (6.8, lift 13.8)
PC1 > -0.430681
PC3 > -0.078421
PC14 > -1.848327
PC16 > -1.57082
PC36 <= 0.3063478
PC37 > 0.455744
PC47 > 0.698068
-> class 1\|2 [0.886]
Rule 59/159: (36.7/3.7, lift 13.7)
PC1 > 0.6041246
PC3 > -0.078421
PC13 <= -0.1327519
PC16 > -1.57082
PC65 > 0.4342718
PC91 > -0.5426249
-> class 1\|2 [0.879]
Rule 59/160: (28/3.9, lift 13.0)
PC1 > -0.430681
PC2 <= 2.5099
PC9 <= -0.7798213
PC10 > -0.7595807
PC16 <= -1.57082
PC21 <= 0.9767466
-> class 1\|2 [0.837]
Rule 59/161: (25.3/3.8, lift 12.8)
PC1 > -0.430681
PC3 > -0.078421
PC16 > 0.1122229
PC61 > 0.8789588
PC77 > -0.05441514
-> class 1\|2 [0.822]
Rule 59/162: (2888.8/1767.5, lift 6.0)
PC1 > -0.430681
PC10 > -0.7595807
PC16 > -1.57082
PC21 <= 0.9767466
-> class 1\|2 [0.388]
Rule 59/163: (85.8, lift 24.6)
PC1 > -0.430681
PC2 <= 2.5099
PC16 > 0.1122229
PC21 <= 0.9767466
PC51 <= -0.7584738
PC70 <= 0.9095808
PC90 > -0.1695758
-> class 1\|3 [0.989]
Rule 59/164: (222.8/7.3, lift 24.0)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.078421
PC5 <= 5.305017
PC10 > -0.7595807
PC16 > 0.1122229
PC17 <= 4.332971
PC36 > 0.3063478
PC53 <= 1.027676
PC70 <= 0.9095808
PC77 > -0.05441514
-> class 1\|3 [0.963]
Rule 59/165: (172.3/7.2, lift 23.7)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.078421
PC12 <= -1.067819
PC16 > 0.1122229
PC61 <= 0.8789588
PC77 > -0.05441514
PC100 > -1.163918
PC100 <= 0.5561683
-> class 1\|3 [0.953]
Rule 59/166: (24.9/1.3, lift 22.8)
PC1 > 0.6041246
PC2 <= 2.5099
PC3 > -0.078421
PC8 <= -1.84551
PC10 > -0.7595807
PC16 > -1.57082
PC65 <= 0.4342718
-> class 1\|3 [0.916]
Rule 59/167: (110.4/8.8, lift 22.7)
PC2 > 2.5099
PC2 <= 4.537743
PC3 > 1.640775
PC15 <= -0.7574617
PC48 > 0.2368063
PC80 <= 0.3968048
PC96 > -4.783025
-> class 1\|3 [0.913]
Rule 59/168: (30.9/2.2, lift 22.5)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.078421
PC5 <= 5.305017
PC21 <= 0.9767466
PC62 <= -0.6447592
PC70 <= 0.9095808
PC90 > -0.1695758
-> class 1\|3 [0.903]
Rule 59/169: (402/55.7, lift 21.4)
PC1 > -0.430681
PC2 <= 2.5099
PC3 > -0.078421
PC4 <= 0.8657938
PC5 <= 5.305017
PC10 > -0.7595807
PC10 <= 1.211067
PC16 > 0.1122229
PC17 <= 4.332971
PC21 <= 0.9767466
PC30 > -0.6218024
PC53 <= 1.027676
PC77 > -0.05441514
PC87 <= 0.2385213
PC100 > -1.163918
PC100 <= 0.5561683
-> class 1\|3 [0.860]
Rule 59/170: (3.3, lift 20.2)
PC2 <= 2.5099
PC44 > 19.92434
-> class 1\|3 [0.810]
Rule 59/171: (360.2/112.1, lift 17.1)
PC1 > -0.430681
PC3 > -0.078421
PC6 > -3.303845
PC10 > -0.7595807
PC14 > -1.848327
PC16 > -1.57082
PC65 > 0.4342718
-> class 1\|3 [0.688]
Rule 59/172: (230.1/152.8, lift 8.4)
PC1 > -0.430681
PC13 > 0.3101429
PC21 > 0.9767466
-> class 1\|3 [0.338]
Rule 59/173: (441.2/1.3, lift 16.0)
PC8 > 1.706811
PC10 <= 0.4748147
PC19 <= -1.295116
PC21 > -0.2469342
PC28 <= 0.1391531
PC42 > -0.2960028
PC49 <= 0.8581493
PC59 <= 0.205445
PC74 > -0.6217247
PC97 > -0.2788368
-> class 2\|0 [0.995]
Rule 59/174: (256.9/1.9, lift 15.9)
PC2 <= 2.5099
PC9 > -1.926722
PC10 <= -0.7595807
PC63 > -0.6014205
-> class 2\|0 [0.989]
Rule 59/175: (116.3/0.4, lift 15.8)
PC8 > 1.706811
PC10 <= 0.4806784
PC21 > -0.2469342
PC28 <= 0.1391531
PC40 > -0.6568761
PC42 <= -0.2960028
PC59 <= 0.205445
PC61 > -0.4618474
PC63 <= 0.105711
PC84 > -0.1233538
PC86 <= 0.4566157
PC90 <= 0.6768097
PC92 > -0.1535889
-> class 2\|0 [0.988]
Rule 59/176: (56.3, lift 15.8)
PC1 > -0.430681
PC9 <= 0.2649656
PC10 > -0.7595807
PC13 <= 0.3101429
PC21 > 0.9767466
PC58 <= 0.3432697
-> class 2\|0 [0.983]
Rule 59/177: (51.9, lift 15.7)
PC1 > -0.430681
PC9 <= 0.2649656
PC13 <= 0.3101429
PC21 > 0.9767466
PC63 <= -0.06960643
-> class 2\|0 [0.981]
Rule 59/178: (459.4/12.3, lift 15.6)
PC2 <= 2.5099
PC8 > 1.706811
PC11 > -0.9337804
PC12 > -1.751479
PC20 <= 0.009948509
PC21 > 0.03924278
PC28 <= 0.1391531
PC31 > -0.7301701
PC41 <= 0.5387329
PC42 > -0.2960028
PC49 <= 0.8581493
PC59 <= 0.205445
PC74 > -0.6217247
-> class 2\|0 [0.971]
Rule 59/179: (37.4/0.3, lift 15.5)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.5099
PC8 > -0.2284522
PC83 > 0.3446951
-> class 2\|0 [0.968]
Rule 59/180: (164/6.4, lift 15.3)
PC1 <= -0.430681
PC8 > 1.706811
PC19 <= -0.09860683
PC21 > -0.2469342
PC34 <= -0.2095985
PC52 <= 0.04866493
PC96 <= 0.09577215
-> class 2\|0 [0.955]
Rule 59/181: (19.3, lift 15.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC42 > -1.070304
PC45 > 0.3518702
PC63 <= -0.4241766
-> class 2\|0 [0.952]
Rule 59/182: (9.1, lift 14.6)
PC8 > 1.706811
PC21 > -0.2469342
PC62 <= -0.9927494
PC74 <= -0.6217247
-> class 2\|0 [0.910]
Rule 59/183: (7, lift 14.3)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.706811
PC68 > -0.3420546
PC75 > -0.2195884
-> class 2\|0 [0.889]
Rule 59/184: (5/0.5, lift 12.5)
PC1 <= -0.430681
PC2 <= -3.334392
PC8 > -0.2284522
PC45 > 0.3518702
PC70 > 0.2695962
-> class 2\|0 [0.781]
Rule 59/185: (60.4/17.9, lift 11.2)
PC1 <= -0.430681
PC2 > -3.334392
PC2 <= 2.5099
PC8 > -0.2284522
PC45 > 0.3518702
-> class 2\|0 [0.697]
Rule 59/186: (171.1, lift 11.7)
PC1 <= -0.430681
PC8 > 1.706811
PC11 <= -0.9337804
PC21 > -0.2469342
-> class 2\|1 [0.994]
Rule 59/187: (135.2, lift 11.6)
PC1 <= -0.430681
PC8 > 1.706811
PC19 > -0.09860683
PC21 > -0.2469342
PC59 > 0.205445
-> class 2\|1 [0.993]
Rule 59/188: (136.3, lift 11.7)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC34 > -0.2095985
PC59 > 0.205445
-> class 2\|1 [0.993]
Rule 59/189: (85.4, lift 11.6)
PC8 > -0.2284522
PC8 <= 1.706811
PC21 > 2.607432
PC23 <= 0.7915453
-> class 2\|1 [0.989]
Rule 59/190: (73.7, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC10 > 0.4806784
PC12 > -1.751479
PC21 > -0.2469342
PC42 <= -0.2960028
-> class 2\|1 [0.987]
Rule 59/191: (108.3/0.5, lift 11.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC21 <= 2.607432
PC22 <= -0.7363216
PC50 > -0.6168298
PC75 > -0.1024528
PC84 > 0.2835742
-> class 2\|1 [0.986]
Rule 59/192: (59, lift 11.5)
PC1 <= -0.430681
PC2 > -1.025067
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.706811
PC42 > -1.070304
PC68 <= -0.3420546
PC75 > -0.2195884
PC83 <= 0.3446951
-> class 2\|1 [0.984]
Rule 59/193: (60.2, lift 11.5)
PC1 <= -0.430681
PC8 > 1.706811
PC19 > -1.295116
PC21 > -0.2469342
PC21 <= 0.03924278
-> class 2\|1 [0.984]
Rule 59/194: (108/0.8, lift 11.5)
PC1 <= -0.430681
PC2 <= -1.025067
PC8 > -0.2284522
PC11 > -0.816958
PC20 > -0.09932289
PC21 <= 2.607432
PC22 <= -0.7363216
PC55 > -0.05823578
PC61 <= 0.2116496
PC85 > -0.5608001
-> class 2\|1 [0.984]
Rule 59/195: (145.6/1.5, lift 11.5)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC52 > 0.04866493
PC59 > 0.205445
-> class 2\|1 [0.983]
Rule 59/196: (181/2.9, lift 11.5)
PC1 <= -0.430681
PC2 <= -1.025067
PC7 <= 0.9403377
PC8 > 0.09907256
PC8 <= 1.706811
PC14 > 0.04802229
PC22 > -0.7363216
PC31 > -1.020629
-> class 2\|1 [0.979]
Rule 59/197: (72.2/0.6, lift 11.5)
PC1 <= -0.430681
PC2 <= -3.334392
PC6 <= -0.7171136
PC8 > -0.2284522
PC8 <= 1.706811
PC45 > 0.3518702
PC63 > -0.4241766
PC70 <= 0.2695962
-> class 2\|1 [0.978]
Rule 59/198: (32.2, lift 11.4)
PC1 <= -0.430681
PC8 > 1.706811
PC42 <= -0.2960028
PC61 <= -0.4618474
PC74 > -0.6217247
-> class 2\|1 [0.971]
Rule 59/199: (51.9/0.8, lift 11.3)
PC1 > -0.430681
PC10 > -0.7595807
PC13 <= 0.3101429
PC21 > 0.9767466
PC58 > 0.3432697
PC63 > -0.06960643
-> class 2\|1 [0.966]
Rule 59/200: (26.8, lift 11.3)
PC2 <= -1.025067
PC3 > -1.969858
PC8 > -0.2284522
PC11 > -0.816958
PC19 > 2.841149
PC21 <= 2.607432
PC61 <= 0.2116496
-> class 2\|1 [0.965]
Rule 59/201: (25.8, lift 11.3)
PC1 <= -0.430681
PC2 <= -1.025067
PC4 > 0.2903229
PC8 > -0.2284522
-> class 2\|1 [0.964]
Rule 59/202: (50/1, lift 11.3)
PC1 <= -0.430681
PC8 > 1.706811
PC10 > 0.4748147
PC19 <= -1.295116
-> class 2\|1 [0.961]
Rule 59/203: (23.2, lift 11.3)
PC1 <= -0.430681
PC8 > -0.2284522
PC8 <= 1.706811
PC11 > -0.816958
PC19 <= -2.030424
PC84 <= 0.2835742
-> class 2\|1 [0.960]
Rule 59/204: (21.9, lift 11.2)
PC8 > 1.706811
PC21 > -0.2469342
PC42 <= -0.2960028
PC59 <= 0.205445
PC92 <= -0.1535889
-> class 2\|1 [0.958]
Rule 59/205: (21.9, lift 11.2)
PC1 <= -0.430681
PC8 > 1.706811
PC49 > 0.8581493
-> class 2\|1 [0.958]
Rule 59/206: (171.6/7.2, lift 11.2)
PC3 > -1.969858
PC5 > -0.02843485
PC7 > 0.1627358
PC8 > 1.706811
PC21 <= -0.2469342
PC22 > -1.762498
PC40 > -1.505996
-> class 2\|1 [0.953]
Rule 59/207: (18.9, lift 11.2)
PC2 <= 2.5099
PC8 > -2.366995
PC14 <= -3.377089
PC55 <= -0.349167
-> class 2\|1 [0.952]
Rule 59/208: (50.4/1.8, lift 11.1)
PC1 <= -0.430681
PC8 > 1.706811
PC21 > -0.2469342
PC28 > 0.1391531
-> class 2\|1 [0.947]
Rule 59/209: (106.5/5.2, lift 11.1)
PC1 <= -0.430681
PC8 > 1.706811
PC19 > -1.295116
PC41 > 0.5387329
PC74 > -0.6217247
-> class 2\|1 [0.943]
Rule 59/210: (115.5/6.2, lift 11.0)
PC1 <= -0.430681
PC8 > 1.706811
PC62 > -0.9927494
PC74 <= -0.6217247
-> class 2\|1 [0.939]
Rule 59/211: (12.5, lift 10.9)
PC1 <= -0.430681
PC8 > 1.706811
PC19 > -1.295116
PC31 <= -0.7301701
PC42 > -0.2960028
PC59 <= 0.205445
-> class 2\|1 [0.931]
Rule 59/212: (11.9, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.706811
PC20 <= -0.09932289
PC21 <= 2.607432
PC22 <= -0.7363216
PC42 > -1.070304
-> class 2\|1 [0.928]
Rule 59/213: (86.5/6.3, lift 10.8)
PC1 <= -0.430681
PC8 > 1.706811
PC34 <= -0.2095985
PC59 > 0.205445
PC96 > 0.09577215
-> class 2\|1 [0.917]
Rule 59/214: (53.3/4.5, lift 10.6)
PC1 <= -0.430681
PC8 > 0.5471949
PC8 <= 1.706811
PC22 > -0.7363216
PC43 > 0.4003656
PC45 <= 0.3518702
-> class 2\|1 [0.900]
Rule 59/215: (12.8/0.6, lift 10.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC22 <= -0.7363216
PC42 > -1.070304
PC59 <= -0.3030285
PC84 <= 0.2835742
-> class 2\|1 [0.894]
Rule 59/216: (79.6/8, lift 10.4)
PC1 <= -0.430681
PC3 > -1.969858
PC8 > 1.706811
PC40 <= -0.6568761
PC42 <= -0.2960028
PC59 <= 0.205445
PC63 <= 0.105711
-> class 2\|1 [0.890]
Rule 59/217: (64.8/16.9, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC37 > 0.8458046
PC44 > -1.570117
PC55 <= -0.349167
-> class 2\|1 [0.732]
Rule 59/218: (594.8/159.3, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC7 <= 0.9403377
PC8 > -0.2284522
PC22 > -0.7363216
PC31 > -1.020629
PC34 > -0.2343259
PC43 <= 0.4003656
PC45 <= 0.3518702
PC66 <= 0.661222
PC90 > -0.8783574
-> class 2\|1 [0.731]
Rule 59/219: (13.2/3.5, lift 8.2)
PC1 > -0.430681
PC1 <= 7.712098
PC3 <= -0.078421
PC6 > -3.303845
PC8 > 0.4053988
PC16 > -1.57082
PC21 <= 0.9767466
-> class 2\|1 [0.702]
Rule 59/220: (38/13.2, lift 7.6)
PC1 > -0.430681
PC1 <= 12.83934
PC2 <= 2.5099
PC6 <= -3.303845
PC16 > -1.57082
PC21 <= 0.9767466
-> class 2\|1 [0.644]
Rule 59/221: (32.7/15.7, lift 6.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.456332
PC8 > -2.366995
PC8 <= -0.2284522
PC55 > -0.349167
-> class 2\|1 [0.520]
Rule 59/222: (60.1, lift 11.1)
PC1 > -0.430681
PC1 <= 7.712098
PC2 <= 2.5099
PC3 <= -0.078421
PC6 > -3.303845
PC8 <= 0.4053988
PC10 > -0.7595807
PC16 > -1.57082
PC63 <= 0.1939764
PC77 > -0.698553
PC83 <= -0.1383405
-> class 2\|2 [0.984]
Rule 59/223: (338.6/6.2, lift 11.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.28156
PC8 <= -0.2284522
PC18 > 0.1355499
PC26 > -2.096402
PC28 > -0.1336785
PC55 > -0.349167
PC57 <= 0.1998243
-> class 2\|2 [0.979]
Rule 59/224: (29.9, lift 10.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC22 > 0.7315881
PC24 <= 0.5337712
PC26 <= 1.911687
PC28 <= 0.04334826
PC55 > -0.349167
-> class 2\|2 [0.969]
Rule 59/225: (26.4, lift 10.8)
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC48 > 1.831459
PC55 > -0.349167
-> class 2\|2 [0.965]
Rule 59/226: (18.4, lift 10.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.706811
PC14 <= 0.04802229
PC32 > 0.2848878
PC34 > -0.2343259
PC43 <= 0.4003656
-> class 2\|2 [0.951]
Rule 59/227: (89.9/4.4, lift 10.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC8 > -0.2284522
PC8 <= 1.706811
PC9 > -3.206743
PC14 <= -0.12576
PC19 > -0.807842
PC22 > -0.7363216
PC29 <= 0.2904995
PC33 > -0.1169735
PC43 <= 0.4003656
PC45 <= 0.3518702
PC50 > -0.4993279
PC58 > -1.022025
PC87 > -1.009479
PC92 <= 0.07465919
-> class 2\|2 [0.942]
Rule 59/228: (21.2/0.5, lift 10.5)
PC1 <= -0.430681
PC8 > -2.366995
PC8 <= -0.2284522
PC15 > -2.639711
PC26 > -2.096402
PC28 > -0.1336785
PC28 <= -0.1169155
PC55 > -0.349167
PC57 <= 0.1998243
PC58 > -0.2576883
-> class 2\|2 [0.937]
Rule 59/229: (61.1/3.5, lift 10.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC26 > 1.911687
PC55 > -0.349167
PC57 > 0.1998243
-> class 2\|2 [0.928]
Rule 59/230: (125.8/9.9, lift 10.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC14 > -3.377089
PC44 <= -1.570117
-> class 2\|2 [0.915]
Rule 59/231: (125.7/10.8, lift 10.2)
PC2 <= -1.025067
PC3 > -1.969858
PC8 > -0.2284522
PC8 <= 0.09907256
PC14 > 0.04802229
PC21 <= 2.607432
PC43 <= 0.4003656
PC45 <= 0.3518702
-> class 2\|2 [0.908]
Rule 59/232: (13.9/0.5, lift 10.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC24 <= 0.5337712
PC26 <= 1.911687
PC45 > 0.17905
PC50 > -0.2359059
PC55 > -0.349167
PC63 <= 0.07539722
-> class 2\|2 [0.907]
Rule 59/233: (19.7/1.1, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC24 <= 0.5337712
PC38 > 0.3118937
PC45 <= 0.17905
PC55 > -0.349167
PC57 > 0.1998243
-> class 2\|2 [0.903]
Rule 59/234: (36.3/3.5, lift 9.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC45 > 0.17905
PC55 > -0.349167
PC57 > 0.1998243
PC63 > 0.07539722
-> class 2\|2 [0.882]
Rule 59/235: (24/5.4, lift 8.5)
PC1 <= -0.430681
PC8 > 1.706811
PC21 <= -0.2469342
PC40 <= -1.505996
-> class 2\|2 [0.753]
Rule 59/236: (9/2.7, lift 7.4)
PC1 <= -0.430681
PC5 <= -0.02843485
PC8 > 1.706811
PC21 <= -0.2469342
-> class 2\|2 [0.661]
Rule 59/237: (1443.9/782.3, lift 5.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -0.2284522
PC8 <= 1.706811
-> class 2\|2 [0.458]
Rule 59/238: (8349.3/7235.3, lift 1.5)
PC1 <= -0.430681
PC7 <= 0.1627358
-> class 2\|2 [0.134]
Rule 59/239: (6555.1/5771.2, lift 1.3)
PC42 <= -0.2960028
-> class 2\|2 [0.120]
Rule 59/240: (190.4/0.4, lift 8.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC22 <= 0.7315881
PC24 <= 0.5337712
PC26 <= 1.911687
PC28 <= 0.04334826
PC38 <= 0.3118937
PC45 <= 0.17905
PC48 <= 1.831459
PC55 > -0.349167
PC57 > 0.1998243
-> class 2\|3 [0.993]
Rule 59/241: (154.8/0.3, lift 8.6)
PC1 <= -0.430681
PC8 <= -2.366995
PC9 <= 13.08143
PC18 <= 0.4007553
PC27 <= 0.6582274
PC43 > -0.2123912
PC71 <= -0.4219821
-> class 2\|3 [0.992]
Rule 59/242: (84.3, lift 8.6)
PC5 <= 1.706661
PC8 > -2.366995
PC8 <= -0.2284522
PC10 > -0.1655585
PC31 > 0.4507802
PC33 > -0.436803
PC36 <= 0.1113107
PC55 <= -0.349167
PC76 > 0.03856554
PC98 <= 0.9932177
-> class 2\|3 [0.988]
Rule 59/243: (72.3, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC18 <= 0.1355499
PC22 > -1.506412
PC28 > -0.1169155
PC30 <= 0.1029848
PC46 <= 0.6978064
PC53 <= 1.004849
PC55 > -0.349167
PC57 <= 0.1998243
PC62 <= 0.778848
PC63 <= 0.1278757
PC77 > -0.6268708
PC91 <= 0.7292686
-> class 2\|3 [0.986]
Rule 59/244: (66.2, lift 8.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC18 <= 0.4007553
PC43 > -0.2123912
PC85 <= 0.6340817
PC94 > 0.8051957
-> class 2\|3 [0.985]
Rule 59/245: (97.4/0.6, lift 8.6)
PC2 <= 2.5099
PC8 <= -2.366995
PC9 <= 13.08143
PC16 > -0.07434393
PC27 <= 0.6582274
PC43 > -0.2123912
PC46 <= 0.6020408
PC55 <= 0.02386742
PC85 <= 0.6340817
-> class 2\|3 [0.984]
Rule 59/246: (43.8, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC15 <= -2.639711
-> class 2\|3 [0.978]
Rule 59/247: (42.4, lift 8.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC9 <= 13.08143
PC27 <= 0.6582274
PC43 > -0.2123912
PC85 > 0.6340817
PC89 > 0.2725144
-> class 2\|3 [0.977]
Rule 59/248: (75.1/0.9, lift 8.5)
PC1 > -0.430681
PC9 <= -1.926722
PC10 <= -0.7595807
PC19 > -1.342918
PC36 > -4.764976
PC79 > -0.3699443
-> class 2\|3 [0.975]
Rule 59/249: (41.2/0.1, lift 8.5)
PC1 > -0.430681
PC1 <= 7.712098
PC2 <= 2.5099
PC3 <= -0.078421
PC8 <= 0.4053988
PC10 > -0.7595807
PC16 > -1.57082
PC19 > -2.100959
PC71 <= 0.5562124
PC83 > -0.1383405
-> class 2\|3 [0.974]
Rule 59/250: (263.3/6.1, lift 8.5)
PC1 <= -0.430681
PC8 <= -2.366995
PC11 > -4.154833
PC20 <= 0.8054562
PC28 > -0.3896254
PC29 <= 0.2803762
PC38 <= 0.2603965
PC43 <= -0.2123912
PC46 <= 0.6020408
PC51 <= 0.6479242
PC75 > -3.193952
PC77 <= 1.472729
PC88 > -0.2613862
PC98 <= 0.4484963
-> class 2\|3 [0.973]
Rule 59/251: (222.8/6, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.366995
PC11 > -4.154833
PC18 <= 0.4007553
PC27 <= 0.6582274
PC28 > -0.3896254
PC39 > -1.071754
PC43 > -0.2123912
PC55 > 0.02386742
PC58 <= 0.7851682
PC85 <= 0.6340817
-> class 2\|3 [0.969]
Rule 59/252: (28.8, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC18 <= 0.1355499
PC22 > -1.506412
PC27 > 0.3977295
PC55 > -0.349167
PC79 > -0.5828069
-> class 2\|3 [0.967]
Rule 59/253: (35.7/0.3, lift 8.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC18 <= 0.4007553
PC25 <= 0.2106012
PC54 <= 1.223546
PC74 > 1.00145
-> class 2\|3 [0.967]
Rule 59/254: (85.1/2.3, lift 8.4)
PC1 <= -0.430681
PC8 <= -2.366995
PC9 <= 13.08143
PC18 > 0.4007553
PC28 > -0.3896254
PC43 > -0.2123912
-> class 2\|3 [0.962]
Rule 59/255: (344.5/16.1, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.366995
PC11 > -4.154833
PC27 <= 0.6582274
PC28 > -0.3896254
PC55 <= 0.02386742
PC64 <= -0.0583652
PC73 > -1.384647
PC73 <= 0.08739737
PC85 <= 0.6340817
-> class 2\|3 [0.951]
Rule 59/256: (115.5/4.9, lift 8.3)
PC1 <= -0.430681
PC8 <= -2.366995
PC28 > -0.3896254
PC43 > -0.2123912
PC54 > 1.223546
PC85 <= 0.6340817
-> class 2\|3 [0.950]
Rule 59/257: (29.2/0.7, lift 8.3)
PC1 > -0.430681
PC3 <= -0.078421
PC6 > -3.303845
PC16 > -1.57082
PC19 > -2.100959
PC77 <= -0.698553
-> class 2\|3 [0.947]
Rule 59/258: (18, lift 8.3)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC18 <= 0.1355499
PC55 > -0.349167
PC57 <= 0.1998243
PC58 <= -0.2576883
-> class 2\|3 [0.947]
Rule 59/259: (14.9, lift 8.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC28 <= -0.3896254
PC61 <= -0.2708035
PC73 > -1.384647
-> class 2\|3 [0.941]
Rule 59/260: (58.5/2.9, lift 8.2)
PC1 > -0.430681
PC1 <= 7.712098
PC2 <= 2.5099
PC3 <= -0.078421
PC6 > -3.303845
PC19 > -2.100959
PC63 > 0.1939764
PC83 <= -0.1383405
-> class 2\|3 [0.936]
Rule 59/261: (11.5, lift 8.0)
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -2.28156
PC18 > 0.1355499
PC55 > -0.349167
-> class 2\|3 [0.923]
Rule 59/262: (36/2.1, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 > -1.969858
PC8 > -0.2284522
PC8 <= 0.5471949
PC21 <= 2.607432
PC22 > -0.7363216
PC43 > 0.4003656
PC45 <= 0.3518702
-> class 2\|3 [0.919]
Rule 59/263: (260.3/21.8, lift 8.0)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.3262501
PC14 > -3.377089
PC29 <= 0.3346566
PC33 > -0.436803
PC36 <= 0.1113107
PC44 > -1.570117
PC45 <= 0.50282
PC55 <= -0.349167
PC76 <= 0.03856554
PC98 <= 0.9932177
-> class 2\|3 [0.913]
Rule 59/264: (9.3, lift 7.9)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -0.2284522
PC28 <= -0.3896254
PC73 > -1.384647
PC93 > 0.4516766
-> class 2\|3 [0.911]
Rule 59/265: (8.6, lift 7.9)
PC1 <= -0.430681
PC11 <= -4.154833
PC20 > 0.3217192
-> class 2\|3 [0.906]
Rule 59/266: (138.5/12.5, lift 7.9)
PC1 <= -0.430681
PC8 <= -2.366995
PC46 > 0.6020408
PC60 > -0.5467761
-> class 2\|3 [0.904]
Rule 59/267: (209.3/21.8, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC22 <= 0.7315881
PC24 <= 0.5337712
PC26 <= 1.911687
PC28 <= 0.04334826
PC48 <= 1.831459
PC55 > -0.349167
PC57 > 0.1998243
PC63 <= 0.07539722
-> class 2\|3 [0.892]
Rule 59/268: (58.6/6.3, lift 7.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC14 > -3.377089
PC21 > -0.1462368
PC33 > -0.436803
PC36 > 0.1113107
PC37 <= 0.8458046
PC44 > -1.570117
PC50 > -1.578668
PC55 <= -0.349167
-> class 2\|3 [0.879]
Rule 59/269: (25.9/2.6, lift 7.6)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 1.706811
PC45 <= 0.3518702
PC58 <= -1.199014
PC90 > -0.8783574
-> class 2\|3 [0.871]
Rule 59/270: (216.5/32.8, lift 7.4)
PC1 <= -0.430681
PC8 <= -2.366995
PC9 <= 13.08143
PC11 > -4.154833
PC43 > -0.2123912
PC89 <= 0.2725144
PC96 > 0.2208158
-> class 2\|3 [0.845]
Rule 59/271: (17.4/2, lift 7.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC26 > -2.096402
PC28 <= -0.1336785
PC57 <= 0.1998243
PC79 > -0.5828069
-> class 2\|3 [0.843]
Rule 59/272: (33.2/5.3, lift 7.2)
PC1 <= -0.430681
PC2 <= 2.5099
PC3 <= -1.969858
PC8 > -0.2284522
-> class 2\|3 [0.822]
Rule 59/273: (50.7/8.4, lift 7.2)
PC1 > -0.430681
PC2 <= 2.5099
PC10 <= -0.7595807
PC19 > -1.342918
PC93 > 0.243144
-> class 2\|3 [0.821]
Rule 59/274: (9.2/1, lift 7.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC6 > -0.7171136
PC8 > -0.2284522
PC8 <= 1.706811
PC45 > 0.3518702
-> class 2\|3 [0.818]
Rule 59/275: (58.5/14.5, lift 6.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC26 <= -2.096402
PC55 > -0.349167
PC79 > -0.5828069
-> class 2\|3 [0.744]
Rule 59/276: (409.7/188.1, lift 4.7)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= 1.706811
PC14 <= 0.04802229
PC34 <= -0.2343259
PC43 <= 0.4003656
-> class 2\|3 [0.541]
Rule 59/277: (754.2, lift 12.4)
PC1 <= -0.430681
PC2 <= 2.5099
PC11 <= -4.154833
PC20 <= 0.3217192
-> class 2\|4 [0.999]
Rule 59/278: (139.3/0.6, lift 12.3)
PC2 <= 2.5099
PC9 <= -1.926722
PC79 <= -0.3699443
PC93 <= 0.243144
-> class 2\|4 [0.989]
Rule 59/279: (218.3/2, lift 12.2)
PC8 <= -2.366995
PC9 <= 13.08143
PC18 <= 0.4007553
PC28 > -0.3896254
PC43 > -0.2123912
PC46 <= 0.6020408
PC73 > -1.384647
PC85 > 0.6340817
PC89 <= 0.2725144
PC96 <= 0.2208158
-> class 2\|4 [0.986]
Rule 59/280: (106.3/1, lift 12.2)
PC2 <= 2.5099
PC8 <= -0.2284522
PC28 <= -0.3896254
PC59 <= 0.1749866
PC61 > -0.2708035
PC93 <= 0.4516766
-> class 2\|4 [0.982]
Rule 59/281: (42.1/0.2, lift 12.1)
PC2 <= 2.5099
PC8 <= -0.2284522
PC18 <= 0.4007553
PC27 > 0.6582274
PC28 > -0.3896254
PC43 > -0.2123912
PC46 <= 0.6020408
-> class 2\|4 [0.973]
Rule 59/282: (26.8, lift 12.0)
PC1 > -0.430681
PC1 <= 7.712098
PC2 <= 2.5099
PC3 <= -0.078421
PC16 > -1.57082
PC21 <= 0.9767466
PC71 > 0.5562124
-> class 2\|4 [0.965]
Rule 59/283: (19.9, lift 11.8)
PC1 <= -0.430681
PC8 <= -2.366995
PC43 <= -0.2123912
PC51 > 0.6479242
PC73 > -1.384647
-> class 2\|4 [0.954]
Rule 59/284: (37.8/1.1, lift 11.7)
PC2 <= 2.5099
PC8 <= -2.366995
PC9 <= 13.08143
PC46 <= 0.6020408
PC58 > 0.7851682
PC73 > -1.384647
-> class 2\|4 [0.947]
Rule 59/285: (14.5, lift 11.7)
PC8 <= -2.366995
PC11 > -4.154833
PC18 <= 0.4007553
PC39 <= -1.071754
PC43 > -0.2123912
PC55 > 0.02386742
PC71 > -0.4219821
PC73 > -1.384647
-> class 2\|4 [0.940]
Rule 59/286: (13.5, lift 11.6)
PC8 <= -0.2284522
PC10 <= -0.1655585
PC31 > 0.4507802
PC36 <= 0.1113107
PC55 <= -0.349167
PC76 > 0.03856554
-> class 2\|4 [0.936]
Rule 59/287: (12.4, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -2.366995
PC9 <= 13.08143
PC43 <= -0.2123912
PC45 > 0.3997746
-> class 2\|4 [0.930]
Rule 59/288: (11.4, lift 11.5)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC45 > 0.50282
PC55 <= -0.349167
-> class 2\|4 [0.925]
Rule 59/289: (336.3/30.7, lift 11.2)
PC2 <= 2.5099
PC8 <= -2.366995
PC16 <= -0.07434393
PC25 <= 0.2106012
PC43 > -0.2123912
PC46 <= 0.6020408
PC54 <= 1.223546
PC55 <= 0.02386742
PC71 > -0.4219821
PC73 > 0.08739737
PC74 <= 1.00145
PC94 <= 0.8051957
-> class 2\|4 [0.906]
Rule 59/290: (46.9/4.6, lift 11.0)
PC1 <= -0.430681
PC8 <= -2.366995
PC18 <= 0.4007553
PC28 > -0.3896254
PC43 > -0.2123912
PC64 > -0.0583652
PC71 > -0.4219821
PC73 <= 0.08739737
-> class 2\|4 [0.886]
Rule 59/291: (5.6, lift 10.8)
PC1 > -0.430681
PC2 <= 2.5099
PC36 <= -4.764976
-> class 2\|4 [0.868]
Rule 59/292: (44.1/7.5, lift 10.1)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 > -2.366995
PC8 <= -0.2284522
PC31 <= 0.4507802
PC36 <= 0.1113107
PC55 <= -0.349167
PC76 > 0.03856554
PC98 <= 0.9932177
-> class 2\|4 [0.815]
Rule 59/293: (48.2/17.6, lift 7.8)
PC1 <= -0.430681
PC2 <= 2.5099
PC8 <= -2.366995
PC11 > -4.154833
PC43 <= -0.2123912
PC46 <= 0.6020408
PC73 > -1.384647
PC88 <= -0.2613862
-> class 2\|4 [0.629]
Default class: 2\|2
Evaluation on training data (19937 cases):
Trial Rules
----- ----------------
No Errors
0 251 580( 2.9%)
1 258 1300( 6.5%)
2 251 1338( 6.7%)
3 285 1294( 6.5%)
4 268 1095( 5.5%)
5 353 1244( 6.2%)
6 312 1118( 5.6%)
7 289 1999(10.0%)
8 288 1466( 7.4%)
9 295 1305( 6.5%)
10 285 1345( 6.7%)
11 296 1434( 7.2%)
12 290 1462( 7.3%)
13 280 1247( 6.3%)
14 270 1277( 6.4%)
15 271 1178( 5.9%)
16 329 1277( 6.4%)
17 300 1274( 6.4%)
18 287 1099( 5.5%)
19 266 1214( 6.1%)
20 291 1195( 6.0%)
21 259 1593( 8.0%)
22 305 1159( 5.8%)
23 297 1160( 5.8%)
24 290 1179( 5.9%)
25 284 1236( 6.2%)
26 284 1323( 6.6%)
27 277 1269( 6.4%)
28 269 1140( 5.7%)
29 272 1328( 6.7%)
30 328 1270( 6.4%)
31 289 1186( 5.9%)
32 301 1117( 5.6%)
33 282 1379( 6.9%)
34 269 1348( 6.8%)
35 277 1242( 6.2%)
36 280 1096( 5.5%)
37 285 1644( 8.2%)
38 330 1231( 6.2%)
39 321 1065( 5.3%)
40 267 1279( 6.4%)
41 289 1621( 8.1%)
42 285 1312( 6.6%)
43 283 1400( 7.0%)
44 244 1180( 5.9%)
45 277 1215( 6.1%)
46 300 1115( 5.6%)
47 306 1357( 6.8%)
48 311 1206( 6.0%)
49 310 1227( 6.2%)
50 295 1189( 6.0%)
51 302 1165( 5.8%)
52 311 1088( 5.5%)
53 266 1247( 6.3%)
54 299 1219( 6.1%)
55 277 1246( 6.2%)
56 306 1281( 6.4%)
57 304 1279( 6.4%)
58 294 1541( 7.7%)
59 293 1234( 6.2%)
boost 40( 0.2%) <<
(a) (b) (c) (d) (e) (f) (g) (h) (i) (j) (k) (l) (m) <-classified as
---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ----
1058 1 (a): class 0\|0
1356 (b): class 0\|1
1443 (c): class 0\|2
1391 (d): class 0\|3
1368 (e): class 1\|0
1484 (f): class 1\|1
1396 (g): class 1\|2
911 37 (h): class 1\|3
1942 (i): class 2\|0
1 2161 (j): class 2\|1
1 1576 (k): class 2\|2
2709 (l): class 2\|3
1102 (m): class 2\|4
Attribute usage:
100.00% PC1
100.00% PC2
100.00% PC3
99.80% PC10
99.48% PC8
98.33% PC16
98.32% PC15
97.67% PC11
97.39% PC18
96.72% PC7
96.59% PC5
96.21% PC21
96.19% PC19
94.74% PC46
93.80% PC43
93.47% PC12
93.33% PC6
92.15% PC34
92.11% PC94
91.91% PC9
91.68% PC47
91.17% PC28
91.08% PC44
90.08% PC20
89.99% PC14
89.30% PC96
89.21% PC17
88.78% PC68
88.02% PC32
87.70% PC22
87.58% PC57
86.86% PC40
86.45% PC26
86.14% PC45
85.91% PC98
85.17% PC42
84.98% PC4
84.72% PC24
84.35% PC60
83.74% PC41
83.48% PC62
83.41% PC35
83.30% PC36
83.24% PC27
83.11% PC31
83.01% PC65
82.87% PC39
82.86% PC80
82.68% PC56
82.65% PC13
82.49% PC63
82.31% PC29
82.22% PC71
82.16% PC55
82.14% PC74
81.73% PC25
81.49% PC30
81.23% PC53
80.78% PC99
80.68% PC67
80.56% PC93
80.46% PC70
80.22% PC73
80.11% PC90
79.97% PC100
79.79% PC23
79.60% PC66
79.42% PC75
79.32% PC49
79.25% PC59
78.88% PC97
77.88% PC48
77.81% PC85
77.63% PC51
77.61% PC83
77.32% PC79
76.22% PC95
76.06% PC84
75.88% PC38
75.81% PC88
75.48% PC61
75.39% PC52
74.82% PC82
74.75% PC58
74.20% PC33
73.56% PC54
73.31% PC37
72.89% PC92
72.85% PC89
72.68% PC50
72.14% PC86
72.11% PC64
72.05% PC72
71.93% PC77
70.77% PC76
68.94% PC69
67.53% PC91
67.13% PC87
66.81% PC78
58.25% PC81
Time: 534.8 secs
Test the model:
# Testing model
predictions.validation_c502 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c502 <- postResample(predictions.validation_c502, validation.pca$BF)
resamps.c502 Accuracy Kappa
0.6669667 0.6283008 Confusion Matrix and Statistics
Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
0|0 41 22 4 1 0 0 0 0 0 0 0 0 0
0|1 24 115 6 0 0 0 0 0 0 0 0 0 0
0|2 8 50 111 19 0 0 0 0 0 0 0 0 0
0|3 5 19 44 65 0 0 0 0 0 0 0 0 0
1|0 0 0 0 0 16 4 0 0 0 0 0 0 0
1|1 0 1 0 0 9 90 1 0 0 0 0 0 0
1|2 0 0 0 0 5 48 76 11 0 0 0 0 0
1|3 0 0 0 0 0 1 10 36 0 0 0 0 0
2|0 0 0 0 0 0 0 0 0 11 1 0 0 1
2|1 0 1 0 0 0 0 0 0 13 108 24 1 0
2|2 0 0 0 0 0 0 0 0 0 2 14 0 0
2|3 0 0 0 0 0 0 0 0 0 0 15 32 12
2|4 0 0 0 0 0 0 0 0 0 0 1 7 26
Overall Statistics
Accuracy : 0.667
95% CI : (0.6384, 0.6947)
No Information Rate : 0.1872
P-Value [Acc > NIR] : < 2.2e-16
Kappa : 0.6283
Mcnemar's Test P-Value : NA
Statistics by Class:
Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity 0.52564 0.5529 0.67273 0.76471 0.5333 0.62937 0.87356 0.7660 0.458333 0.97297 0.2593
Specificity 0.97386 0.9668 0.91860 0.93372 0.9963 0.98864 0.93750 0.9897 0.998160 0.96100 0.9981
Pos Pred Value 0.60294 0.7931 0.59043 0.48872 0.8000 0.89109 0.54286 0.7660 0.846154 0.73469 0.8750
Neg Pred Value 0.96453 0.9037 0.94150 0.97955 0.9872 0.94752 0.98867 0.9897 0.988160 0.99689 0.9635
Prevalence 0.07021 0.1872 0.14851 0.07651 0.0270 0.12871 0.07831 0.0423 0.021602 0.09991 0.0486
Detection Rate 0.03690 0.1035 0.09991 0.05851 0.0144 0.08101 0.06841 0.0324 0.009901 0.09721 0.0126
Detection Prevalence 0.06121 0.1305 0.16922 0.11971 0.0180 0.09091 0.12601 0.0423 0.011701 0.13231 0.0144
Balanced Accuracy 0.74975 0.7598 0.79567 0.84921 0.7648 0.80900 0.90553 0.8778 0.728247 0.96699 0.6287
Class: 2|3 Class: 2|4
Sensitivity 0.80000 0.6667
Specificity 0.97479 0.9925
Pos Pred Value 0.54237 0.7647
Neg Pred Value 0.99240 0.9879
Prevalence 0.03600 0.0351
Detection Rate 0.02880 0.0234
Detection Prevalence 0.05311 0.0306
Balanced Accuracy 0.88739 0.8296Models comparison
Building-only classifiers
ModelData <- resamples(list(KNN = knn_building_model, RF = rf_building_model, C50 = c50_building_model))
summary(ModelData)
Call:
summary.resamples(object = ModelData)
Models: KNN, RF, C50
Number of resamples: 30
Accuracy
Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
KNN 0.9954842 0.9964877 0.9969895 0.9969235 0.9974925 0.9984955 0
RF 0.9949850 0.9971149 0.9974925 0.9974921 0.9979940 0.9989975 0
C50 0.9954842 0.9971160 0.9979945 0.9979268 0.9988714 1.0000000 0
Kappa
Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
KNN 0.9928895 0.9944715 0.9952621 0.9951629 0.9960560 0.9976354 0
RF 0.9921034 0.9954669 0.9960550 0.9960565 0.9968446 0.9984233 0
C50 0.9929112 0.9954676 0.9968488 0.9967418 0.9982264 1.0000000 0Building and Floor classifiers
ModelData <- resamples(list(KNN = knn_building_floor_model, RF = rf_building_floor_model, C50 = c50_building_floor_model))
summary(ModelData)
Call:
summary.resamples(object = ModelData)
Models: KNN, RF, C50
Number of resamples: 30
Accuracy
Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
KNN 0.9514271 0.9559818 0.9598595 0.9589375 0.9612346 0.9674022 0
RF 0.9653614 0.9684012 0.9698795 0.9702394 0.9718946 0.9754139 0
C50 0.9568273 0.9623919 0.9651542 0.9648557 0.9677661 0.9739087 0
Kappa
Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
KNN 0.9469866 0.9519434 0.9561812 0.9551742 0.9576804 0.9644125 0
RF 0.9621729 0.9654801 0.9671084 0.9675013 0.9693137 0.9731536 0
C50 0.9528738 0.9589453 0.9619530 0.9616352 0.9648088 0.9715220 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